This two volume set of books constitutes the proceedings of the 2014 7th IEEE International Conference Intelligent Systems (IS), or IEEE IS’2014 for short, held on September 24–26, 2014 in Warsaw, Poland. Moreover, it contains some selected papers from the collocated IWIFSGN'2014 ‐ Thirteenth International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. The conference was organized by theSystems Research Institute, Polish Academy of Sciences, Department IV of Engineering Sciences, Polish Academy of Sciences, and Industrial Institute of Automation and Measurements – PIAP. The papers included in the two proceedings volumes have been subject to a thorough review process by three highly qualified peer reviewers.Comments and suggestions from them have considerable helped improve the quality of the papers but also the division of the volumes into parts, and assignment of the papers to the best suited parts.
Author(s): P. Angelov, K.T. Atanassov, L. Doukovska, M. Hadjiski, V. Jotsov, J. Kacprzyk, N. Kasabov, S. Sotirov, E. Szmidt, S. Zadrożny (eds.)
Series: Advances in Intelligent Systems and Computing 322
Edition: 1
Publisher: Springer International Publishing
Year: 2015
Language: English
Pages: 864
Tags: Computational Intelligence; Artificial Intelligence (incl. Robotics)
Front Matter....Pages 1-13
Front Matter....Pages 1-1
Intelligent Counting – Methods and Applications....Pages 3-10
Recommender Systems and BOWA Operators....Pages 11-21
Aggregation Process and Some Generalized Convexity and Concavity....Pages 23-31
Some Class of Uninorms in Interval Valued Fuzzy Set Theory....Pages 33-43
The Modularity Equation in the Class of 2-uninorms....Pages 45-54
Front Matter....Pages 55-55
Dealing with Missing Information in Linguistic Summarization: A Bipolar Approach....Pages 57-68
Evaluation of the Truth Value of Linguistic Summaries – Case with Non-monotonic Quantifiers....Pages 69-79
Using Ant Colony Optimization and Genetic Algorithms for the Linguistic Summarization of Creep Data....Pages 81-92
Front Matter....Pages 93-93
InterCriteria Decision Making Approach to EU Member States Competitiveness Analysis: Temporal and Threshold Analysis....Pages 95-106
InterCriteria Decision Making Approach to EU Member States Competitiveness Analysis: Trend Analysis....Pages 107-115
Computer-Based Support in Multicriteria Bargaining with Use of the Generalized Raiffa Solution Concept....Pages 117-128
Approach to Solve a Criteria Problem of the ABC Algorithm Used to the WBDP Multicriteria Optimization....Pages 129-137
Front Matter....Pages 139-139
Representation Theorem of General States on IF-sets....Pages 141-147
On Finitely Additive IF-States....Pages 149-156
Embedding of IF -States to MV -Algebras....Pages 157-162
Definitive Integral on the Interval of IF Sets....Pages 163-170
Intuitionistic Fuzzy Tautology Definitions for the Validity of Intuitionistic Fuzzy Implications: An Experimental Study....Pages 171-182
Short Remark on Fuzzy Sets, Interval Type-2 Fuzzy Sets, General Type-2 Fuzzy Sets and Intuitionistic Fuzzy Sets....Pages 183-190
Front Matter....Pages 191-191
Integrated Approach for Developing Timed Fuzzy Cognitive Maps....Pages 193-204
Linguistic Approach to Granular Cognitive Maps....Pages 205-216
Front Matter....Pages 191-191
Automatic Data Understanding....Pages 217-228
Front Matter....Pages 229-229
Fixed-Point Methods in Parametric Model Checking....Pages 231-242
Specialized vs. Multi-game Approaches to AI in Games....Pages 243-254
Front Matter....Pages 255-255
Consensus Reaching Processes under Hesitant Linguistic Assessments....Pages 257-268
Consensus Modeling in Multiple Criteria Multi-expert Real Options-Based Valuation of Patents....Pages 269-278
Modeling Different Advising Attitudes in a Consensus Focused Process of Group Decision Making....Pages 279-288
Automated Negotiation with Multi-agent Systems in Business Processes....Pages 289-301
Front Matter....Pages 303-303
Extended Index Matrices....Pages 305-317
Some Remarks on the Fuzzy Linguistic Model Based on Discrete Fuzzy Numbers....Pages 319-330
Differences between Moore and RDM Interval Arithmetic....Pages 331-340
Interval-Valued Fuzzy Preference Relations and Their Properties....Pages 341-352
Combining Uncertainty and Vagueness in Time Intervals....Pages 353-364
Equality in Approximate Tolerance Geometry....Pages 365-376
Estimators of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons with Random Errors....Pages 377-388
Front Matter....Pages 389-389
An Intelligent Architecture for Autonomous Virtual Agents Inspired by Onboard Autonomy....Pages 391-402
A Decentralized Multi-agent Approach to Job Scheduling in Cloud Environment....Pages 403-414
Model Checking Properties of Multi-agent Systems with Imperfect Information and Imperfect Recall....Pages 415-426
AjTempura – First Software Prototype of C3A Model....Pages 427-435
Front Matter....Pages 437-437
A Neutral Mutation Operator in Grammatical Evolution....Pages 439-449
Study of Flower Pollination Algorithm for Continuous Optimization....Pages 451-459
Front Matter....Pages 437-437
Search Space Reduction in the Combinatorial Multi-agent Genetic Algorithms....Pages 461-472
Experimental Study of Selected Parameters of the Krill Herd Algorithm....Pages 473-485
Hybrid Cuckoo Search-Based Algorithms for Business Process Mining....Pages 487-498
Direct Particle Swarm Repetitive Controller with Time-Distributed Calculations for Real Time Implementation....Pages 499-508
Artificial Fish Swarm Algorithm for Energy-Efficient Routing Technique....Pages 509-519
Front Matter....Pages 521-521
An Intelligent Flexible Querying Approach for Temporal Databases....Pages 523-534
Effective Outlier Detection Technique with Adaptive Choice of Input Parameters....Pages 535-546
Data Quality Improvement by Constrained Splitting....Pages 547-557
Auditing-as-a-Service for Cloud Storage....Pages 559-568
Data Driven XPath Generation....Pages 569-580
Selection of Semantical Mapping of Attribute Values for Data Integration....Pages 581-592
A Knowledge-Driven Tool for Automatic Activity Dataset Annotation....Pages 593-604
Multimodal Statement Networks for Organic Rankine Cycle Diagnostics – Use Case of Diagnostic Modeling....Pages 605-612
Gradual Forgetting Operator in Intuitionistic Statement Networks....Pages 613-620
Front Matter....Pages 621-621
A Generalized Net Model Based on Fast Learning Algorithm of Unsupervised Art2 Neural Network....Pages 623-632
Intuitionistic Fuzzy Evaluation of the Behavior of Tokens in Generalized Nets....Pages 633-644
Generalized Net Description of Essential Attributes Generator in SEAA Method....Pages 645-656
Development of Generalized Net for Testing of Different Mathematical Models of E. coli Cultivation Process....Pages 657-668
Front Matter....Pages 669-669
An Approach to RBF Initialization with Feature Selection....Pages 671-682
Artificial Neural Network Ensembles in Hybrid Modelling of Activated Sludge Plant....Pages 683-694
Front Matter....Pages 669-669
Implicit GPC Based on Semi Fuzzy Neural Network Model....Pages 695-706
Comparison of Neural Networks with Different Membership Functions in the Type-2 Fuzzy Weights....Pages 707-713
Multi-dimensional Fuzzy Modeling with Incomplete Fuzzy Rule Base and Radial Basis Activation Functions....Pages 715-725
Application of Artificial Neural Networks for Modelling of Nicolsky-Eisenman Equation and Determination of Ion Activities in Mixtures....Pages 727-738
Front Matter....Pages 739-739
An Interval-Valued Fuzzy Classifier Based on an Uncertainty-Aware Similarity Measure....Pages 741-751
Differential Evolution Based Nearest Prototype Classifier with Optimized Distance Measures and GOWA....Pages 753-763
Differential Evolution Classifier with Optimized OWA-Based Multi-distance Measures for the Features in the Data Sets....Pages 765-777
Intuitionistic Fuzzy Decision Tree: A New Classifier....Pages 779-790
Characterization of Large Target Sets with Probabilistic Classifiers....Pages 791-800
Data-Based Approximation of Fuzzy Target Sets....Pages 801-810
Front Matter....Pages 811-811
Towards Perception-Oriented Situation Awareness Systems....Pages 813-824
Textual Event Detection Using Fuzzy Fingerprints....Pages 825-836
Inferring Drivers Behavior through Trajectory Analysis....Pages 837-848
Framework for Customers’ Sentiment Analysis....Pages 849-860
Back Matter....Pages 861-863
