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Publication type: Book
Title:

FUZZY CONTROL AND FUZZY SYSTEMS

Author(s): Pedrycz,Witold
Publication Data: New York : John Wiley & Sons, 1989
Physical Description: 258p
Series Data: Electronic & electrical engineering research studies. Control theory and applications series; 3;
Notes: Includes bibliographies and index
Subject Area: Engineering
Subject Terms:  Automatic Control   Fuzzy systems 
Call Number: 629.8 PED
Accession Number 31239

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Publication type: Book
Title:

Fuzzy-Neural control: principles, algorithms and applications

Author(s): Nie,Junhong Linkens,Derek A.
Publication Data: N.Y. : Prentice-Hall, 1995
Physical Description: XII, 243p
Subject Area: Engineering
Subject Terms:  Neural networks (Computer science)   Fuzzy systems 
Call Number: 629.89 NIE
Accession Number 37254

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Publication type: Book
Title:

Soft computing with industrial applications: recent trends in research and development (proceedings of the World Automation Congress ...)

Author(s): Jamshidi,Mohammad Fathi,Madjid Pierrot,Fracois
Publication Data: Albquerque : TSI press, 1996
Physical Description: XII, 769p
Series Data: TSI press Series; 5;
Subject Area: Engineering
Subject Terms:  Control theory   Automatic control   Fuzzy systems   Fuzy logic   Fuzy numbers   Neasal networks (Computer science) 
Call Number: 629.8 INT
Accession Number 37561

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Publication type: Book
Title:

Foundations of neuro-Fuzzy systems

Pararell Title: Neuronale netze Und fuzzy systeme
Author(s): Nauck,Detlef Kruse,Roudolf
Publication Data: Chichester : John Wiley & Sons, 1997
Edition: 2nd ed.
Physical Description: X, 305p
ISBN: 0-471-97151-0  
Subject Area: Computer
Subject Terms:  Neural networks (Computer science)   Fuzzy systems 
Call Number: 006.3 NAU
Accession Number 38198

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Publication type: Book
Title:

Understanding neural networks and fuzzy logic: basic concepts and applications

Author(s): Kartalopoulos,Stamatios V.
Publication Data: New York : IEEE, 1996
Physical Description: XXIV, 205p
Series Data: IEEE press understanding Science & Technology Series;
ISBN: 0-7803-1128-0  
Subject Area: Computer
Subject Terms:  Neural networks (Computer science)   Fuzzy systems 
Call Number: 006.3 KAR
Accession Number 38219

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Publication type: Book
Title:

Elctric power applications of fuzzy systems

Author(s): El-Hawary,Mohamed E.
Publication Data: New York : IEEE, 1998
Physical Description: XXVII, 343p
Series Data: IEEE Press Power engineering Series;
Subject Area: Engineering
Subject Terms:  Electric power systems--Control   Fuzzy systems 
Call Number: 621.31 ELE
Accession Number 38223

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Publication type: Book
Title:

Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence

Author(s): Jang,Jyh-Shing Roger Sun,Chuen-Tsai Mizutani,Eiji
Publication Data: Upper Saddle River, New Jersey : Prentice Hall, 1997
Physical Description: XXVI, 614p
ISBN: 0-13-261066-3  
Subject Area: Computer
Subject Terms:  Soft computing   Neural networks (Computer science)   Fuzzy systems 
Call Number: 006.3 JAN
Accession Number 38919

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Publication type: Book
Title:

Fuzzy control and fuzzy systems

Author(s): Pedrycz,Witold (Author)
Responsibility Data: Witold Pedrycz
Publication Data: New York : John Wiley and Sons, 1992
Edition: 2nd, extended, ed.
Physical Description: xviii, 350 p.
Series Data: Electronic and electrical engineering research studies. Control theory and applications series; 6
ISBN: 0-86380-131-5  
Subject Area: Engineering
Subject Terms:  Automatic control   Fuzzy systems 
Call Number: 629.8 PED
Accession Number 39546

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Publication type: Book
Title:

Fuzzy modeling and control: selected work of M. Sugeno

Author(s): Sugeno,Michio Nguyen,Hung T. Prasad,Nadipuram R.
Publication Data: Boca Raton : CRC Press, 1999
Physical Description: XV, 426p
Subject Area: Engineering
Subject Terms:  Automatic control   Fuzzy systems 
Call Number: 629.8 SUG
Accession Number 40741

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Publication type: Book
Title:

Introduction to fuzzy sets, fuzzy logic, and fuzzy control systems

Author(s): Chen,Guanrong Pham,Trung Tat
Publication Data: Boca Raton : CRC Press, 2000
Physical Description: 316p
ISBN: 0-8493-1658-8  
Subject Area: Computer
Subject Terms:  Soft computing   Fuzzy systems 
Call Number: 006.3 CHE
Accession Number 40762

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Publication type: Book
Title:

Intelligent control: fuzzy logic applications

Author(s): de Silva,Clarence W.
Publication Data: Baco Raton : CRC Press, 1995
Physical Description: 343p
Subject Area: Engineering
Subject Terms:  Intelligent control systems   Fuzzy systems 
Call Number: 629.8 SIL
Accession Number 41242

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Publication type: Book
Title:

Fuzzy learning and applications

Author(s): Russo,Marco Jain,Lakhmi C.
Publication Data: London : CRC Press, 2000
Physical Description: XII, 391p
Series Data: CRC press international series on computational intelligence;
ISBN: 0-8493-2269-3  
Subject Area: Computer
Subject Terms:  Computer science   Programmable controllers   Fuzzy systems   Neural networks (Computer science) 
Call Number: 006.3221 FUZ
Accession Number 42989

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Publication type: Book
Title:

Fuzzy neural intelligent systems: mathematical foundation and the applications in engineering

Author(s): Li,Hong-Xing Chen,C.L.Philip Huang,Han-Pang
Publication Data: Boca Raton : CRC Press, 2000
Physical Description: 371p
ISBN: 0-8493-2360-6  
Subject Area: Computer
Subject Terms:  Neural networks (Computer science)   Fuzzy systems   Engineering -- Data processing 
Call Number: 006.32 LIH
Accession Number 42990

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Publication type: Article
Title:

Multiple-attribute decision-making method based on hesitant fuzzy linguistic Muirhead mean aggregation operators

Author(s): Liu,Peide (Author) Li,Ying (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5513-5524
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 110808
Abstract
The hesitant fuzzy linguistic (HFL) variable can handle the uncertainty very well, and Muirhead mean (MM) operator can consider correlations among any amount of inputs by an alterable parameter, which is a generalization of some existing operators by changing the parameter values. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3169-y
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Publication type: Article
Title:

Fine-grained entity type classification with adaptive context

Author(s): Liu,Jin (Author) Wang,Lina (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JUL V.22 N.13
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 4307-4318
Subject Area: Computer
Subject Terms:  Information Theory   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 118273
Abstract
Natural language processing (NLP) is the technology that enables machine to process human language. Entity recognition is one of the most basic tasks in NLP. It aims to identify and classify the name of each object in the text. Traditional named entity recognition systems can only identify a small set of types such as person, location, organization or miscellaneous. In order to make machine exploit the meaning of the text better, it is necessary to classify the entities appearing in the text to fine-grained types. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2963-2
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Publication type: Book
Title:

Soft computing : with neural networks, fuzzy logic and genetic algorithm

Author(s): Awasthy,Neeta (Author)
Responsibility Data: By Neeta Awasthy
Publication Data: New Delhi : S. K. Kataria & Sons, 2013
Physical Description: 294 p. : ill. ; 24 cm.
ISBN: 978-93-5014-149-6  
Subject Area: Computer
Subject Terms:  Soft computing   Fuzzy systems 
Call Number: 006.32 AWA
Accession Number 122523

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Publication type: Article
Title:

Numerical investigation for handling fractional-order Rabinovich–Fabrikant model using the multistep approach

Author(s): Moaddy,Khaled (Author) Freihat,Asad (Author) Al-Smadi,Mohammed (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/FEB V.22 N.3
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 773-782
Subject Area: Computer
Subject Terms:  Algebra   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 127535
Abstract
We describe an effective algorithm to determine the maximal class-c quotient (or the maximal commutative class-c quotient) of a finitely presented associative algebra over an arbitrary field. As application, we investigate the relatively free d-generator algebras satisfying the identity xn = 0. In particular, we consider the identity x3 = 0 and the cases (d, n) = (2, 4) and (d, n) = (2, 5). ...

Abstract URL:http://www.worldscientific.com/doi/abs/10.1142/S0218196711006649?queryID=%24%7BresultBean.queryID%7D
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Publication type: Article
Title:

An optimal model using data envelopment analysis for uncertainty metrics in reliability

Author(s): Zu,Tianpei (Author) Kang,Rui (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5561-5568
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160097
Abstract
Various uncertainty metrics have been applicable to measure reliability under aleatory uncertainty and epistemic uncertainty, including evidence-theory-based reliability, interval-analysis-based reliability, fuzzy-interval-analysis-based reliability, posbist reliability and belief reliability. Difficulties arise, however, when an attempt is made to solve one specific situation by implementing one of these methods since the evaluating results may be different from each other. It is unconvinced to choose one method merely based on the qualitative analysis. Therefore, this paper proposes an optimal evaluation model to conduct an objective evaluation on these metrics and provide reasonable decision-making proposals. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3329-0
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Publication type: Article
Title:

A hierarchical soft computing model for parameter estimation of curve fitting problems

Author(s): Karadede,Yusuf (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6937-6964
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160101
Abstract
The aim of this paper is to present an alternative solution model to estimate the coefficients of large-scaled linear and nonlinear real-life problems due to the fact that least squares and least median squares parameter estimators have some drawbacks when including so many input variables or increased size of the real-world problems. The study presents a hierarchical soft computing model (SOFTC) that consists of three stages. The first stage constitutes a real-valued breeder genetic algorithm (RVBGA). ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3413-5
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Publication type: Article
Title:

International investing in uncertain financial market

Author(s): Zhang,Yi (Author) Gao,Jinwu (Author) An,Qi (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5335-5346
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160104
Abstract
International investing is the strategy of selecting globally based investment instruments as a part of an investment portfolio. In order to diversify the portfolios and enhance growth opportunities, more and more firms choose to invest on foreign stocks and derivatives that bring not only stock price risk, but also the exchange rate risk. This paper considers foreign derivatives in an uncertain financial market. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3028-x
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Publication type: Article
Title:

Social control through deterrence on the compliance with information security policy

Author(s): Choi,Myeonggil (Author) Song,Jeongseok (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6765-6772
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160105
Abstract
Information system security (ISS) has become an extremely significant issue in organizations to protect information as an organizational asset. The purpose of this study is to investigate what factors affect individuals’ perception of sanction threats. This study uses social control theory to understand the effects of deterrence on public corporation employees’ ISS compliance and elucidate employees’ motivations of ISS violation and different perceptions of sanction threats. The effects and their significance in the model were tested. The results of this study help information security institutions to consider deterrence and self-punishment and to manage compliance with information security policy effectively and securely. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3354-z
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Publication type: Article
Title:

A bi-level optimization model of LRP in collaborative logistics network considered backhaul no-load cost

Author(s): Xu,Xiaofeng (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5385-5393
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160107
Abstract
In collaborative logistics network, all task demands are centralized by logistics platform for resource allocation, and then resource owners execute discretely under final plan. The key point of this study is to effectively balance the different appeals of stakeholders. In this paper, a bi-level programming model is presented to solve multi-deport LRP considered the constraint of hard time window, vehicle capacity and vehicle backhaul cost, which aims at achieving the effective interest coordination between upper layer platform and lower layer vehicle owners. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3056-6
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Publication type: Article
Title:

Evaluation research on commercial bank counterparty credit risk management based on new intuitionistic fuzzy method

Author(s): Liu,Qian (Author) Wu,Chong (Author) Lou,Lingyan (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5363-5375
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160108
Abstract
Over the past few years, the world economy is still in a profound adjustment stage after financial crisis, and it will continue to maintain a “New Mediocre” situation. It is clear that multiple risk factors, such as the issue of Brexit and European refugees, will increase the uncertainty of world economy growth. Under such economic development condition, it is obvious that the development of commercial bank will face a challenge; especially, the development of off-balance sheet business has received more attention from the commercial bank. Therefore, the counterparty credit risk has been brought into focus by the government and regulatory authority. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3042-z
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Publication type: Article
Title:

A novel group decision-making model based on triangular neutrosophic numbers

Author(s): Abdel-Basset,Mohamed
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6629-6643
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160112
Abstract
In group decision-making (GDM) model, experts often evaluate their opinion by using triangular fuzzy numbers. The preference relations with triangular fuzzy numbers are in consistent in nature, so we turned to neutrosophic in this paper. It is very important to take into account consistency of expert opinion and consensus degree in GDM. In order to distinguish the typical consistency, the concept of additive approximation consistency is proposed for triangular neutrosophic additive reciprocal matrices. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2758-5
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Publication type: Article
Title:

A bipolar knowledge representation model to improve supervised fuzzy classification algorithms

Author(s): Villarino,Guillermo (Author) Gomez,Daniel (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.15
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5121-5146
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160116
Abstract
Most supervised classification algorithms produce a soft score (either a probability, a fuzzy degree, a possibility, a cost, etc.) assessing the strength of the association between items and classes. After that, each item is assigned to the class with the highest soft score. In this paper, we show that this last step can be improved through alternative procedures more sensible to the available soft information. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3320-9
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Publication type: Article
Title:

Discrete time-variant nonlinear optimization and system solving via integral-type error function and twice ZND formula with noises suppressed

Author(s): Shi,Yang (Author) Zhang,Yunong (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/NOV V.22 N.21
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 7129-7141
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160118
Abstract
In this paper, by using integral-type error function and twice zeroing neural-dynamics (or termed, Zhang neural-dynamics, ZND) formula, continuous-time advanced zeroing neural-dynamics (CT-AZND) model is proposed for solving the continuous time-variant nonlinear optimization problem. Furthermore, a discrete-time advanced zeroing neural-dynamics (DT-AZND) model is first proposed, analyzed, and investigated for solving the discrete time-variant nonlinear optimization (DTVNO) problem. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3020-5
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Publication type: Article
Title:

Prediction of protein essentiality by the improved particle swarm optimization

Author(s): Liu,Wei (Author) Wang,Jin (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 1161 - 1168
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160124
Abstract
The essential protein is very important for understanding cellular critical activities and development. With the development of high throughput technology, how to identify the essential proteins from the protein interaction network has become a hot research topic in proteomics. A series of prediction methods have been proposed to infer the possibility of proteins to be essential by using the network topology. Therefore, it is necessary to develop an efficient method to detect the essential proteins considering both network topology and the biological attribute information. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2964-1
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Publication type: Article
Title:

Weighted structure preservation and redundancy minimization for feature selection

Author(s): Ye,Qing (Author) Sun,Yaxin (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/NOV V.22 N.21
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 7255-7268
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160129
Abstract
The recent literature indicates that structure preserving is of great importance for feature selection and many existing selection criteria essentially work in this way. In this paper, we argue that the Eigen value decomposition of global pair wise similarity matrix should be weighted, and the redundancy among the features should be minimized. In order to show this, we propose a weighted structure preservation and features redundancy minimization framework for feature selection. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2727-z
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Publication type: Article
Title:

The impacts of private risk aversion magnitude and moral hazard in R&D project under uncertain environment

Author(s): Fu,Yiping (Author) Fu,Yiping (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5231-5246
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160137
Abstract
The R&D project manager tends to misreport risk aversion magnitude and shirk under uncertain environment for acquiring information rent and risk premium, which brings a significant challenge for the firm when designing compensation contracts. We consider an agency problem where a firm employs a manager who has private information about his risk aversion magnitude and unobservable efforts to implement a R&D project through a menu of incentive contracts. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2960-5
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Publication type: Article
Title:

Indoor positioning method using BITON and linear Kalman filter

Author(s): Lee,Seoung-Hyeon (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6741-6750
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160142
Abstract
This study proposes an indoor positioning system using the BITON algorithm, a linear Kalman filter (LKF), and beacons. A beacon is an indoor positioning device that uses Bluetooth low-energy technology. Indoor location-based services that use existing beacons provide information to adjacent devices in specific areas, such as shopping and sightseeing locations. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3259-x
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Publication type: Article
Title:

Effect of risk attitude on outsourcing leadership preferences with demand uncertainty

Author(s): Chen,Huiru (Author) Yan,Yingchen (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5263-5278
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160145
Abstract
To maintain the competence, an increasing number of original equipment manufacturers (OEMs) outsource their production manufacturing to contract manufacturers (CMs). While the outsourcing strategy benefits the manufacturers greatly, it also brings huge risk derived from uncertain environment, which may directly affect the supply chain members’ competitive profits and then their leadership preferences in competition. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2977-9
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Publication type: Article
Title:

A time-sensitive personalized recommendation method based on probabilistic matrix factorization technique

Author(s): Xiao,Yingyuan (Author) Wang,Gaowei (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6785-6796
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160147
Abstract
Personalized recommender systems are the most effective way to solve the problem of information overload. The majority of traditional personalized recommender systems employ the collaborative filtering (CF) approach. CF leverages users’ behaviors to infer a target user’s preference for a particular item, while ignores the fact that users interact with the system within a particular context, such as a particular time interval or location. In this paper, we propose a novel time-sensitive personalized recommendation method called TSPR for movie recommendation. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3406-4
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Publication type: Article
Title:

Intervention strategies for false information on two-layered networks in public crisis by numerical simulations

Author(s): Zhu,Xiaoxia (Author) Liu,Mengmeng (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5467-5477
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160154
Abstract
Recently, public crises caused by rumor and other false information are occupying an increasingly high proportion, so how to control the diffusion of false information and decrease the loss of society has become a vital problem. In order to explore intervention strategies, firstly a two-layered network was generated considering real conditions, and its diffusion threshold is calculated based on previous studies. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3134-9
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Publication type: Article
Title:

A proximal quadratic surface support vector machine for semi-supervised binary classification

Author(s): Yan,Xin (Author) Bai,Yanqin (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6905-6919
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160157
Abstract
Semi-supervised support vector machine is a popular method in the research area of machine learning. Considering a large amount of unlabeled data points in real-life world, the semi-supervised support machine has the ability of good generalization for dealing with nonlinear classification problems. In this paper, a proximal quadratic surface support vector machine model is proposed for semi-supervised binary classification. The main advantage of our new model is that the proximal quadratic surfaces are constructed directly for nonlinear classification instead of using the kernel function ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2751-z
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Publication type: Article
Title:

Affordable levels of house prices using fuzzy linear regression analysis: the case of Shanghai

Author(s): Zhou,Jian (Author) Zhang,Hui (Author) Gu,Yujie (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5407-5418
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160159
Abstract
The house prices in China have been growing nearly twice as fast as national income over the last decade. Such an irrational soaring of house prices, not only puts the Chinese economy in danger, but also the country’s social interconnectedness and stability are at risk. Under this background, assuming that the affordable level of house prices from a consumer perspective is an uncertain parameter, which can be modelled, respectively, as symmetric and asymmetric triangular fuzzy number, several types of fuzzy linear regression models are introduced. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3090-4
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Publication type: Article
Title:

Constructing and validating word similarity datasets by integrating methods from psychology, brain science and computational linguistics

Author(s): Wan,Yu (Author) Chen,Yidong (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/NOV V.22 N.21
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6967-6979
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160161
Abstract
Human-scored word similarity gold-standard datasets are normally composed of word pairs with corresponding similarity scores. These datasets are popular resources for evaluating word similarity models which are the essential components for many natural language processing tasks. This paper proposes a novel multidisciplinary method for constructing and validating word similarity gold-standard datasets. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3174-1
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Publication type: Article
Title:

Multi-objective evolutionary algorithm for tuning the Type-2 inference engine on classification task

Author(s): Hinojosa,Edward C. (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.15
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5021-5031
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160162
Abstract
Type-2 fuzzy systems have been investigated as an alternative formalism to deal with uncertainty when the classic Type-1 fuzzy systems do not offer the suitable flexibility for the representation of the information being modeled. The higher flexibility in representation comes with a higher complexity in the system modeling, mainly in the design of the Type-2 fuzzy sets and in the definition of the inference engine parameters. In this paper, we focus on the Type-2 fuzzy systems design, proposing a multi-objective evolutionary approach for tuning the Type-2 inference engine of a fuzzy rule-based classification system by means of automatically choosing the t-norm used in the inference process. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3239-1
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Date:13/05/24

 

Publication type: Article
Title:

Task scheduling using Ant Colony Optimization in multicore architectures: a survey

Author(s): Srikanth,G. Umarani (Author) Geetha,R. (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.15
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5179-5196
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160188
Abstract
The problem of determining a set of real-time tasks that can be assigned to the multiprocessors and finding a feasible solution of scheduling these tasks among the multiprocessors is a challenging issue and known to be NP-complete. Many applications today require extensive computing power than traditional uniprocessors can offer. Parallel processing provides a cost-effective solution to this problem by increasing the number of CPUs by adding an efficient communication system between them which results much higher computing power to solve compute-intensive problems. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3260-4
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Publication type: Article
Title:

A novel two-sided matching decision method for technological knowledge supplier and demander considering the network collaboration effect

Author(s): Han,Jing (Author) Li,Bin (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.16
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5439-5451
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160190
Abstract
To obtain competitive advantage, the key target for the two-sided matching between technological knowledge supplier and demander is maximizing the individual exchange satisfaction. The structure of the supplier and demander relationship networks means that the two-sided matching approach not only gives point-to-point matching but also gives network-to-network matching. In this paper, supply and demand network characteristics are embedded into a two-phase decision analysis method. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3131-z
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Publication type: Article
Title:

Cloud computing technology selection based on interval-valued intuitionistic fuzzy MCDM methods

Author(s): Buyukozkan,Gulçin (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/AUG V.22 N.15
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 5091-5114
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160192
Abstract
Cloud computing technology (CCT) can bring considerable advantages to businesses and people by taking over many time-wasting technicalities, such as establishing communications infrastructure, thus adding value. CCT is revolutionizing every industry by allowing all types of organizations to buy a service instead of owning with flexible rates. An objective of this study is to identify a set of relevant decision criteria and their subcriteria needed in the evaluation of the CCT provider selection (PS) problem. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3317-4
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Publication type: Article
Title:

Building neural network language model with POS-based negative sampling and stochastic conjugate gradient descent

Author(s): Liu,Jin (Author) Lin,Li (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6705-6717
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160195
Abstract
Traditional statistical language model is a probability distribution over sequences of words. It has the problem of curse of dimensionality incurred by the exponentially increasing number of possible sequences of words in training text. To solve this issue, neural network language models are proposed by representing words in a distributed way. Due to computation cost on updating a large number of word vectors’ gradients, neural network model needs much training time to converge. To alleviate this problem, in this paper, we propose a gradient descent algorithm based on stochastic conjugate gradient to accelerate the convergence of the neural network’s parameters. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3181-2
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Publication type: Article
Title:

Power system static state estimation using JADE-adaptive differential evolution technique

Author(s): Basetti,Vedik (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/NOV V.22 N.21
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 7157-7176
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160205
Abstract
Power system state estimation is the important module in monitoring the power system network. The state estimator provides states of the power system by processing the measurements placed optimally across the power system network. However, temporary un-observability may occur due to unexpected loss of measurement devices or communication links. In the present paper, the reliability of the static state estimation has been tested under three different scenarios, viz. over-determined, critically determined ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2715-3
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Publication type: Article
Title:

Dimension reduction in radio maps based on the supervised kernel principal component analysis

Author(s): Jia,Bing (Author) Huang,Baoqi (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/DEC V.22 N.23
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 7697-7703
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160210
Abstract
Differently from most existing studies either directly eliminating redundant WiFi APs with trivial importance or adopting unsupervised dimension reduction methods, e.g. principal component analysis (PCA), this paper employs a supervised approach to take the full advantage of the information available for building radio maps, i.e. location labels attached to fingerprints, to compress original radio maps. Specifically, in the offline phase, the supervised kernel PCA (SKPCA) method is employed to derive a nonlinear and optimal embedding in a low-dimensional subspace ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3228-4
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Publication type: Article
Title:

Sentiment analysis and spam detection in short informal text using learning classifier systems

Author(s): Arif,Muhammad Hassan (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/NOV V.22 N.21
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 7281-7291
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160212
Abstract
Sentiment analysis of public views and spam detection from social media text messages are two challenging data analysis tasks due to short informal text. This paper investigates the performance of learning classifier systems (LCS), which are rule-based machine learning techniques, in sentiment analysis of twitter messages and movie reviews, and spam detection from SMS and email data sets. In this study, an existing LCS technique is extended by introducing a novel encoding scheme to represent classifier rules in order to handle the sparseness in feature vectors ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2729-x
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Publication type: Article
Title:

Fuzzy c-means based coincidental link filtering in support of inferring social networks from spatiotemporal data streams

Author(s): Zhang,Pu (Author) Shen,Qiang (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/NOV V.22 N.21
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 7015-7025
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160218
Abstract
Social network modelling offers an important computational mechanism for analysis of complex system behaviour. Social networks can be established by linking individuals based on observations of certain activities like physical proximity, by exploiting spatiotemporal data streams that have been acquired. A potentially powerful approach to building such networks is to computationally imitate the real-world foraging process of great tits, where the data streams required consist of the times and locations each tit of a certain population has appeared at. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3363-y
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Publication type: Article
Title:

When does a generalized Boolean quasiring become a Boolean ring?

Author(s): Chajda,Ivan (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.20
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 6877-6879
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160223
Abstract
Generalized Boolean quasirings are ring-like structures used as algebraic models in the foundations of axiomatic quantum mechanics. The quantum mechanical system corresponding to such a quasiring turns out to be a classical one if and only if this quasiring is a Boolean ring with unit. We characterize this situation by a single identity. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2983-y
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Publication type: Article
Title:

Genetic mechanism-enhanced standard particle swarm optimization 2011

Author(s): Du,Wenli (Author) Zhang,Fei (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/NOV V.22 N.21
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 7207-7225
Subject Area: Computer
Subject Terms:  Electrical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160228
Abstract
Standard particle swarm optimization 2011 (SPSO2011) is a major improvement of the original particle swarm optimization (PSO) with its adaptive random topology and rotational invariance. Its overall performance has also been improved considerably from the original PSO algorithm, but further improvement is still possible. This study attempts to enhance the exploration ability of SPSO2011 further. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2724-2
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Publication type: Article
Title:

Global similarity preserving hashing

Author(s): Liu,Yang (Author) Feng,Lin (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.7
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2105-2120
Subject Area: Computer
Subject Terms:  Mechanical engineering   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 160396
Abstract
Hashing learning has attracted increasing attention these years with the explosive increase in data volume. Most existing hashing learning methods can be divided into two stages. Firstly, obtain low-dimensional representation of the original data. Secondly, quantize the low-dimensional representation of each sample and map them to binary codes. This two-stage hashing framework separates projection operation and quantization operation apart, and the original data structure cannot be well preserved after this kind of two-stage operation. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2683-7
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Publication type: Article
Title:

Byzantine-resilient dual gossip membership management in clouds

Author(s): Lim,JongBeom (Author) Chung,Kwang-Sik (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/MAY V.22 N.9
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 3011-3022
Subject Area: Computer
Subject Terms:  Biotechnology   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 163671
Abstract
In this paper, we present an effective and efficient Byzantine-resilient dual membership management technique in cloud environments, in which nodes are prone to churn and the network topology is not fully connected. Our method is based on unstructured message communication model, namely a gossip protocol that is able to handle the dynamic behavior of nodes properly in the system. We argue that due to the presence of malicious Byzantine nodes, existing membership management mechanisms are not suitable for preserving uniformity of random sampling. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2553-3
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Publication type: Article
Title:

Modeling of Curie temperature of manganite for magnetic refrigeration application using manual search and hybrid gravitational-based support vector regression

Author(s): Owolabi,Taoreed O. (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/MAY V.22 N.9
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 3023-3032
Subject Area: Computer
Subject Terms:  Biotechnology   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 163702
Abstract
Magnetic refrigeration (MR) combines many unique features such as low cost, high efficiency and environmental friendliness which make it preferred to the conventional gas compression system of refrigeration. MR employs manganite-based material due to its high magnetocaloric effect as well as tunable Curie temperature ( TC ). For effective utilization of this technology, TC of manganite refrigerant needs to be tuned to ambient room temperature. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2554-2
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Publication type: Article
Title:

Fuzzy cerebellar model articulation controller network optimization via self-adaptive global best harmony search algorithm

Author(s): Chao,Fei (Author) Zhou,Dajun (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/MAY V.22 N.10
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 3141-3153
Subject Area: Computer
Subject Terms:  Biotechnology   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164054
Abstract
Fuzzy cerebellar model articulation controller (FCMAC) networks with excellent nonlinear appropriation ability and simple implementation are used to solve complex uncertainties problems in engineering applications. Both online and off-line learning algorithm of FCMAC networks usually applies the gradient-descent-type methods. However, such gradient-descent methods lead to the high possibility to converging into local minima. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2864-4
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Publication type: Article
Title:

Some connections between BCK-algebras and n-ary block codes

Author(s): Saeid,Arsham Borumand (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 41-46
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164560
Abstract
In general, when block codes are defined, the used alphabet is not binary. It is used an alphabet with n elements, n=2, identified usually with the set An={0,1,2,…,n-1} . Recently, some papers were devoted to the study of the connections between binary block codes and BCK-algebras. These codes are called n-ary block codes. In this paper, we try to generalize these results to n-ary block codes, providing an algorithm which allows us to construct a BCK-algebra from a given n-ary block code. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2788-z
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Publication type: Article
Title:

A glimpse on big data analytics in the framework of marketing strategies

Author(s): Ducange,Pietro (Author) Pecori,Riccardo (Author) Mezzina,Paolo (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 325-342
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164690
Abstract
Mining and analyzing the valuable knowledge hidden behind the amount of data available in social media is becoming a fundamental prerequisite for any effective and successful strategic marketing campaign. Anyway, to the best of our knowledge, a systematic analysis and review of the very recent literature according to a marketing framework is still missing. In this work, we intend to provide, first and foremost, a clear understanding of the main concepts and issues regarding social big data ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2536-4
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Publication type: Article
Title:

The TL-fuzzy rough approximation operators on a lattice

Author(s): Huang,Xiaokun (Author) Li,Qingguo (Author) Guo,Lankun (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 17-29
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164691
Abstract
This paper mainly addresses the connection between fuzzy rough sets and lattices. Based on a complete lattice equipped with a t-norm, the concepts of TL-fuzzy lower and upper rough approximation operators induced by an L-fuzzy set on a lattice are introduced, and their basic properties are investigated. Particularly, some characterizations of TL-fuzzy ideals on distributive lattices are developed in terms of the TL-fuzzy rough approximation operators. In addition, we use these operators to define a new class of fuzzy structures, called TL-fuzzy quasi-rough ideals induced by an L-fuzzy set on a lattice, and investigate the relationships among TL-fuzzy ideals, TL-fuzzy rough ideals and TL-fuzzy quasi-rough ideals on a given lattice. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2448-8
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Publication type: Article
Title:

A stopping criterion for decomposition-based multi-objective evolutionary algorithms

Author(s): Abdul Kadhar,K. Mohaideen (Author) Baskar,S. (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 253-272
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164694
Abstract
This paper proposes a new stopping criterion for decomposition-based multi-objective evolutionary algorithms (MOEA/Ds) to reduce the unnecessary usage of computational resource. In MOEA/D, a multi-objective problem is decomposed into a number of single-objective subproblems using a Tchebycheff decomposition approach. Then, optimal Pareto front (PF) is obtained by optimizing the Tchebycheff objective of all the subproblems. The proposed stopping criterion monitors the variations of Tchebycheff objective at every generation using maximum Tchebycheff objective error (MTOE) of all the subproblems and stops the algorithm, when there is no significant improvement in MTOE. ?2 test is used for statistically verifying the significant changes of MTOE for every ? generations. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2331-7
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Publication type: Article
Title:

Group object detection and tracking by combining RPCA and fractal analysis

Author(s): Lin,Longxin (Author) Lin,Weiwei (Author) Huang,Sibin (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 231-242
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164697
Abstract
Automatic video analysis is a hot research topic in the field of computer vision and has broad application prospects. It usually consists of three key steps: object detection, object tracking and behavior recognition. Usually, object detection is just considered as the precondition of object tracking, and the correlation between them is very little. So, existing video analysis solutions treat them as independent procedures and execute them separately. Actually, object detection and tracking are related and the effective combination of them can improve the performance of video analysis. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2329-1
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Publication type: Article
Title:

Application of efficient metaheuristics to solve a new bi-objective optimization model for hub facility location problem considering value at risk criterion

Author(s): Ghezavati,Vahidreza (Author) Hosseinifar,Parisa (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 195-212
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164698
Abstract
In this paper, a new bi-objective hub facility location problem is studied where the demands of customers are stochastic and follow a normal distribution function. The first objective is to minimize total amount of value at risk which has a new probabilistic criterion and optimizes amount of lost demand. In addition, the second objective minimizes total costs of the network. Furthermore ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2326-4
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Publication type: Article
Title:

Many-objective E-dominance dynamical evolutionary algorithm based on adaptive grid

Author(s): Yue,Xuezhi (Author) Guo,Zhaolu (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 137-146
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164708
Abstract
In evolutionary multi-objective optimization, achieving a balance between convergence speed and population diversity remains a challenging topic especially for many-objective optimization problems (MaOPs). To accelerate convergence toward the Pareto front and maintain a high degree of diversity for MaOPs, we propose a new many-objective dynamical evolutionary algorithm based on E-dominance and adaptive-grid strategies (EDAGEA). In EDAGEA, it incorporates the E_dominance and adaptive strategies to enhance the search ability. Instead of the Pareto dominance mechanism in the traditional dynamical evolutionary algorithm, EDAGEA employs the E-dominance strategy to improve the selective pressure and to accelerate the convergence speed. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2314-8
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Publication type: Article
Title:

Robust color image watermarking technique in the spatial domain

Author(s): Su,Qingtang (Author) Chen,Beijing (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 91-106
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164709
Abstract
This paper proposes a new blind watermarking algorithm, which embedding the binary watermark into the blue component of a RGB image in the spatial domain, to resolve the problem of protecting copyright. For embedding watermark, the generation principle and distribution features of direct current (DC) coefficient are used to directly modify the pixel values in the spatial domain, and then four different sub-watermarks are embedded into the different areas of the host image for four times, respectively. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2489-7
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Publication type: Article
Title:

Card-based protocols using unequal division shuffles

Author(s): Nishimura,Akihiro (Author) Nishida,Takuya (Author) Hayashi,Yu-ichi (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.2
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 361-371
Subject Area: Computer
Subject Terms:  Marketing   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 164939
Abstract
Card-based cryptographic protocols can perform secure computation of Boolean functions. In 2013, Cheung et al. presented a protocol that securely produces a hidden AND value using five cards; however, it fails with a probability of 1/2. The protocol uses an unconventional shuffle operation called an unequal division shuffle; after a sequence of five cards is divided into a two-card portion and a three-card portion, these two portions are randomly switched so that nobody knows which is which. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2858-2
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Publication type: Article
Title:

Sum of observables on MV-effect algebras

Author(s): Dvurecenskij,Anatolij (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2485-2493
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165033
Abstract
Using a one-to-one correspondence between observables and their spectral resolutions, we introduce the sum of any two bounded observables of a ? -MV-effect algebra. This sum is commutative, associative with neutral element. Under the Olson order of observables, the set of bounded observables is a partially ordered semigroup, and the set of sharp observables is even a Dedekind ? -complete ? -group with strong unit. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2741-1
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Publication type: Article
Title:

A GA-based simulation system for WMNs: comparison analysis for different number of flows, client distributions, DCF and EDCA functions

Author(s): Barolli,Admir (Author) Oda,Tetsuya (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2547-2555
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165037
Abstract
In this paper, we compare the performance of Distributed Coordination Function (DCF) and Enhanced Distributed Channel Access (EDCA) for normal and uniform distributions of mesh clients considering two Wireless Mesh Network (WMN) architectures. As evaluation metrics, we consider throughput, delay, jitter and fairness index metrics. For simulations, we used WMN-GA simulation system, ns-3 and Optimized Link State Routing. The simulation results show that for normal distribution, the throughput of I/B WMN is higher than Hybrid WMN architecture. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2508-8
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Publication type: Article
Title:

B-spline collocation and self-adapting differential evolution (jDE) algorithm for a singularly perturbed convection–diffusion problem

Author(s): Luo,Xu-Qiong (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2683-2693
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165038
Abstract
Many numerical methods applied on a Shishkin mesh are very popular in solving the singularly perturbed problems. However, few approaches are used to obtain the Shishkin mesh transition parameter. Thus, in this paper, we first use the cubic B-spline collocation method on a Shishkin mesh to solve the singularly perturbed convection–diffusion problem with two small parameters. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2523-9
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Publication type: Article
Title:

A privacy-preserving fuzzy interest matching protocol for friends finding in social networks

Author(s): Wang,Xu An (Author) Xhafa,Fatos (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2517-2526
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165039
Abstract
Nowadays, it is very popular to make friends, share photographs, and exchange news throughout social networks. Social networks widely expand the area of people’s social connections and make communication much smoother than ever before. In a social network, there are many social groups established based on common interests among persons, such as learning group, family group, and reading group. People often describe their profiles when registering as a user in a social network. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2506-x
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Publication type: Article
Title:

Automatic clustering based on density peak detection using generalized extreme value distribution

Author(s): Ding,Jiajun (Author) He,Xiongxiong (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/MAY V.22 N.9
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2777-2796
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165040
Abstract
Density peaks clustering (DPC) algorithm is able to get a satisfactory result with the help of artificial selecting the clustering centers, but such selection can be hard for a large amount of clustering tasks or the data set with a complex decision diagram. The purpose of this paper is to propose an automatic clustering approach without human intervention. Inspired by the visual selection rule of DPC, the judgment index which equals the lower value within density and distance (after normalization) is proposed for selecting the clustering centers. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2748-7
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Publication type: Article
Title:

A new hybrid intuitionistic approach for new product selection

Author(s): Atalay,Kumru Didem (Author) Can,Gulin Feryal (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2633-2640
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165041
Abstract
This paper proposes a new hybrid approach for multi-criteria decision-making problems combining intuitionistic fuzzy analytic hierarchy process and intuitionistic fuzzy multi-objective optimization by ratio analysis. Analytic hierarchy process has an inherent ability for handling intangible problems and implements a simple scale to represent evaluations in the structure of pairwise comparisons. Multi-objective optimization by ratio analysis optimizes the solution of a problem having two or more conflicting objectives, taking into account certain constraints. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2517-7
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Publication type: Article
Title:

Optimization of neural network for nonlinear discrete time system using modified quaternion firefly algorithm: case study of Indian currency exchange rate prediction

Author(s): Singh,Uday Pratap (Author) Jain,Sanjeev (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2667-2681
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165044
Abstract
Success of neural networks depends on an important parameter, initialization of weights and bias connections. This paper proposes modified quaternion firefly algorithm (MQFA) for initial optimal weight and bias connection to neural networks. The proposed modified quaternion firefly method is based on updating population, moving fireflies and best solution in quaternion space. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2522-x
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Publication type: Article
Title:

Adaptive contents for interactive TV guided by machine learning based on predictive sentiment analysis of data

Author(s): Mondragon,Victor M. (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2731-2752
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165045
Abstract
This paper describes a new proposal for interactive television which is an answer to a continuous change in the traditional television as consequence of the inclusion and evolution of the digital social networks, the Internet and the different elements of the digital age. The digital evolution has encourage the interaction of the viewers with the content and also increases the need to evolved the content, the methods, formats, tools and architectures to adapt the content to the sentiment expressed by the viewer while watching a show. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2530-x
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Publication type: Article
Title:

A novel subgraph K+ -isomorphism method in social network based on graph similarity detection

Author(s): Rong,Huan (Author) Ma,Tinghuai (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2583-2601
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165048
Abstract
In this paper, we propose a novel K+ -isomorphism method to achieve K-anonymization state among subgraphs or detected communities in a given social network. Our proposed K+ -isomorphism method firstly partitions the subgraphs we have detected into some similar-subgraph clusters followed by graph modification conducted in every cluster. In this way, it is feasible to publish preserved structures of communities or subgraphs and every preserved structure actually represents a cluster of at least K subgraphs or communities which are isomorphic to each other. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2513-y
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Publication type: Article
Title:

SAR image edge detection via sparse representation

Author(s): Ma,Xiaole (Author) Liu,Shuaiqi (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2507-2515
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165049
Abstract
In this paper, we propose a new synthetic aperture radar (SAR) image detection algorithm based on the de-noising algorithm via the sparse representation and a new morphology edge detector. Firstly, we apply the Shearlet transform to the SAR image to get the sparse representation of it. Then, morphological edge detector with direction is applied to directional sub-band coefficients of the Shearlet which are recovered by the iterative de-noising process. Finally, the completed SAR image edge is obtained by merging each sub-band edge using Dempster–Shafer evidence theory. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2505-y
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Publication type: Article
Title:

On central limit theorems for IV-events

Author(s): Nowak,Piotr (Author) Hryniewicz,Olgierd (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2471-2483
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165053
Abstract
Interval-valued fuzzy sets were introduced in 1970s as an extension of Zadeh’s fuzzy sets. For interval-valued fuzzy events, (IV-events for short) IV-probability theory has been developed. In this paper, we prove central limit theorems for triangular arrays of IV-observables within this theory. We prove the Lindeberg CLT and the Lyapunov CLT, assuming that IV-observables are not necessary identically distributed. We also prove the Feller theorem for null arrays of IV-observables. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2731-3
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Publication type: Article
Title:

The logic of distributive nearlattices

Author(s): Gonzalez,Luciano J. (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/MAY V.22 N.9
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2797-2807
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165055
Abstract
In this paper, we propose a sentential logic naturally associated, in the sense of Abstract Algebraic Logic, with the variety of distributive nearlattices. We show that the class of algebras canonically associated (in the sense of Abstract Algebraic Logic) with this logic is the variety of distributive nearlattices. We also present several properties of this sentential logic. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2750-0
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Publication type: Article
Title:

On possibility-degree formulae for ranking interval numbers

Author(s): Liu,Fang (Author) Pan,Li-Hua (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2557-2565
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165056
Abstract
Since interval numbers are used to evaluate the opinions of decision makers and express the weights of alternatives in various decision making problems, it is requisite to give a feasible method to rank them. In the present paper, the two existing possibility degree formulae for ranking interval numbers are proved to be equivalent. A generalized possibility degree formula is proposed by considering the attitude of decision makers with a prescribed function. Some known possibility degree formulae for ranking interval numbers can be recovered by choosing a special function. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2509-7
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Publication type: Article
Title:

A sophisticated PSO based on multi-level adaptation and purposeful detection

Author(s): Xia,Xuewen (Author) Wang,Bojian (Author) Xie,Chengwang (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/APR V.22 N.8
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 2603-2618
Subject Area: Computer
Subject Terms:  Tourism   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 165059
Abstract
Although particle swarm optimization (PSO) has successfully applied on many global optimization problems, it is prone to premature convergence due to its monotonic and static learning pattern for all individuals. Furthermore, few purposeful operator is proposed to help population jump out of potential local optimum. To address the drawbacks and improve the comprehensive performance of PSO, we propose a sophisticated PSO (SopPSO) based on multi-level adaptation and purposeful detection. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2514-x
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Publication type: Article
Title:

Lyapunov–Krasovskii stable T2FNN controller for a class of nonlinear time-delay systems

Author(s): Ghaemi,Sehraneh (Author) Sabahi,Kamel (Author) Ali Badamchizadeh,Mohammad (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2019/FEB V.23 N.4
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 1407–1419
Subject Area: Computer
Subject Terms:  Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 173919
Abstract
In this paper, a type-2 fuzzy neural network (T2FNN) controller has been designed for a class of nonlinear time-delay systems using the feedback error learning (FEL) approach. In the FEL strategy ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-018-3053-9
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Date:13/05/24

 

Publication type: Article
Title:

A QDCT- and SVD-based color image watermarking scheme using an optimized encrypted binary computer-generated hologram

Author(s): Li,Jianzhong (Author) Lin,Qun (Author) Yu,Chuying (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 47-65
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 167337
Abstract
Based on quaternion discrete cosine transform (QDCT) and singular value decomposition (SVD), a novel color image watermarking scheme using an optimized encrypted binary computer-generated hologram (CGH) as the watermark is presented. A Fibonacci transform-based binary CGH technique that uses particle swarm optimization (PSO) algorithm to improve the reconstructed image quality has been proposed to generate a hologram of a watermark. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2320-x
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Date:13/05/24

 

Publication type: Article
Title:

Intelligent integrated optimization of mining and ore-dressing grades in metal mines

Author(s): He,Yong (Author) Liao,Nuo (Author) Bi,Jiajing (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 283-299
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 167344
Abstract
An intelligent integrated method is proposed for optimizing the head grade and dressing grade in the mining and ore-dressing management of metal mines, beginning with the establishment of a nonlinear constrained optimization model with the objective function of economic benefit, two constraints comprising of the resource utilization rate and the output of concentrate, along with head grade and dressing grade as the decision variables. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2333-5
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Date:13/05/24

 

Publication type: Article
Title:

A fair and secure group buying system based on arbitration computing mechanism

Author(s): Chen,Chin-Ling (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 119-135
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 167351
Abstract
Trading is a mutually agreeable process. Buyers hope that they can buy their favorite goods or services through trading, and merchants hope that they can obtain a reasonable profit. If friends or family of a buyer are interested in the same commodity or service, they can often buy at a lower price by buying in volume. This concept is referred to as group buying. Although the profit on a single commodity decreases for a merchant, the overall profits are increased due to volume. Traditionally, buyers and merchants trade through a group buying service company. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2313-9
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Date:13/05/24

 

Publication type: Article
Title:

Behavior patterns in hormonal treatments using fuzzy logic models

Author(s): Enriquez,J. G. (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 79-90
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 167355
Abstract
Assisted reproductive technologies are a combination of medical strategies designed to treat infertility patients. Ideal stimulation treatment has to be individualized, but one of the main challenges which clinicians face in the everyday clinic is how to select the best medical protocol for a patient. This work aims to look for behavior patterns in this kind of treatments, using fuzzy logic models with the objective of helping gynecologists and embryologists to make decisions that could improve the process of in vitro fertilization. For this purpose, a real-world dataset composed of one hundred and twenty-three (123) patients and five hundred and fifty-nine (559) treatments applied in relation to such patients provided by an assisted reproduction clinic, has been used to obtain the fuzzy models. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2614-7
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Date:13/05/24

 

Publication type: Article
Title:

Optimizing connection weights in neural networks using the whale optimization algorithm

Author(s): Aljarah,Ibrahim (Author) Faris,Hossam (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/JAN V.22 N.1
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 1-15
Subject Area: Computer
Subject Terms:  Management   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 167356
Abstract
The learning process of artificial neural networks is considered as one of the most difficult challenges in machine learning and has attracted many researchers recently. The main difficulty of training a neural network is the nonlinear nature and the unknown best set of main controlling parameters (weights and biases). The main disadvantages of the conventional training algorithms are local optima stagnation and slow convergence speed. This makes stochastic optimization algorithm reliable alternative to alleviate these drawbacks. This work proposes a new training algorithm based on the recently proposed whale optimization algorithm (WOA). ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-016-2442-1
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Date:13/05/24

 

Publication type: Article
Title:

Hardening against adversarial examples with the smooth gradient method

Author(s): Mosca,Alan (Author)
Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/MAY V.22 N.10
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p 3203-3213
Subject Area: Computer
Subject Terms:  Biotechnology   Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 170644
Abstract
Commonly used methods in deep learning do not utilise transformations of the residual gradient available at the inputs to update the representation in the dataset. It has been shown that this residual gradient, which can be interpreted as the first-order gradient of the input sensitivity at a particular point, may be used to improve generalisation in feed-forward neural networks, including fully connected and convolutional layers. We explore how these input gradients are related to input perturbations used to generate adversarial examples and how the networks that are trained with this technique are more robust to attacks generated with the fast gradient sign method. ...

Abstract URL:https://link.springer.com/article/10.1007/s00500-017-2998-4
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Date:13/05/24

 

Publication type: Article
Title:

JGH

Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/FEB V.22 N.4
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p
Subject Area: Computer
Subject Terms:  Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 171242
Abstract
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Date:13/05/24

 

Publication type: Article
Title:

bgv

Source Journal Info. Title:Soft computing : a fusion of foundations, methodologies and applications
Issue Number:2018/OCT V.22 N.19
Call No.:006.3 SOF
Location: References & Periodical Hall - 2nd floor
Physical Description: p
Subject Area: Computer
Subject Terms:  Soft computing   Application software   Fuzzy systems   Neural networks (Computer science)   Artificial intelligence 
Accession Number 171245
Abstract
Philadelphia   University
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Date:13/05/24

 

Publication type: Academic journal
Title:

Soft computing : a fusion of foundations, methodologies and applications

Publication Data: New York , DE : Springer, Berlin ; Heidelberg : Springer, 1997-
Frequency:
ISSN: 1432-7643
Subject Area: Computer
Subject Terms:  Soft computing -- Periodicals   Application software -- Periodicals   Fuzzy systems -- Periodicals   Fuzzy systems -- Periodicals   Neural networks (Computer science) -- Periodicals   Artificial intelligence -- Periodicals 
Call Number: 006.3 SOF
Accession Number 165405
Issue(s) Information: Received:32 \ Article(s) indexed:749

   Copie(s)\ Voluem(s) Information
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