International joint conference SOCO'17-CISIS'17-ICEUTE'17 León, Spain, September 6-8, 2017, Proceedings. ([2018])
- Record Type:
- Book
- Title:
- International joint conference SOCO'17-CISIS'17-ICEUTE'17 León, Spain, September 6-8, 2017, Proceedings. ([2018])
- Main Title:
- International joint conference SOCO'17-CISIS'17-ICEUTE'17 León, Spain, September 6-8, 2017, Proceedings
- Further Information:
- Note: Hilde Pérez García, Javier Alfonso-Cendón, Lidia Sánchez González, Héctor Quintián, Emilio Corchado, editors.
- Editors:
- García, Hilde Pérez
Alfonso-Cendón, Javier
González, Lidia Sánchez
Quintián, Héctor
Corchado, Emilio - Other Names:
- SOCO (Conference), 12th
International Conference on Computational Intelligence in Security for Information Systems, 10th
ICEUTE (Conference), 8th - Contents:
- Preface; SOCO 2017; Organization; General Chairs; International Advisory Committee; Program Committee Chairs; Program Committee; Special Sessions; Soft Computing Methods in Manufacturing and Management Systems; Program Committee; Artificial Intelligence and Machine Learning Applied to Health Sciences; Program Committee; SOCO 2017 Organizing Committee; CISIS 2017; Organization; General Chairs; International Advisory Committee; Program Committee Chairs; Program Committee; CISIS 2017 Organizing Committee; ICEUTE 2017; Organization; General Chairs; Program Committee Chairs; Program Committee ICEUTE 2017 Organizing CommitteeLogos; Contents; SOCO 2017: Genetic and Evolutionary Algorithms; Learning Bayesian Network to Predict Group Emotion in Kindergarten by Evolutionary Computation; Abstract; 1 Introduction; 2 Related Works; 2.1 Bayesian Network; 2.2 Learning Bayesian Network; 3 Proposed Method; 3.1 Search Procedure of Bayesian Network; 3.2 Determining Nodes; 3.3 Encoding Bayesian Network; 3.4 Evolutionary Operation; 3.5 Evaluating Fitness; 4 Experiment and Results; 4.1 Experiment Design; 4.2 Prediction Accuracy; 4.3 Analysis of the Best Individual; 5 Conclusion; Acknowledgements Applying Genetic Algorithms in Chemical Engineering for Determining Zeolite Structures1 Introduction; 2 Problem Description of ZSD; 3 Application of Genetic Algorithms to Zeolite Structure Determination; 4 Proposal of a Genetic Algorithm for ZSD; 4.1 Setting Up; 4.2 Initialization; 4.3 Fitness Evaluation;Preface; SOCO 2017; Organization; General Chairs; International Advisory Committee; Program Committee Chairs; Program Committee; Special Sessions; Soft Computing Methods in Manufacturing and Management Systems; Program Committee; Artificial Intelligence and Machine Learning Applied to Health Sciences; Program Committee; SOCO 2017 Organizing Committee; CISIS 2017; Organization; General Chairs; International Advisory Committee; Program Committee Chairs; Program Committee; CISIS 2017 Organizing Committee; ICEUTE 2017; Organization; General Chairs; Program Committee Chairs; Program Committee ICEUTE 2017 Organizing CommitteeLogos; Contents; SOCO 2017: Genetic and Evolutionary Algorithms; Learning Bayesian Network to Predict Group Emotion in Kindergarten by Evolutionary Computation; Abstract; 1 Introduction; 2 Related Works; 2.1 Bayesian Network; 2.2 Learning Bayesian Network; 3 Proposed Method; 3.1 Search Procedure of Bayesian Network; 3.2 Determining Nodes; 3.3 Encoding Bayesian Network; 3.4 Evolutionary Operation; 3.5 Evaluating Fitness; 4 Experiment and Results; 4.1 Experiment Design; 4.2 Prediction Accuracy; 4.3 Analysis of the Best Individual; 5 Conclusion; Acknowledgements Applying Genetic Algorithms in Chemical Engineering for Determining Zeolite Structures1 Introduction; 2 Problem Description of ZSD; 3 Application of Genetic Algorithms to Zeolite Structure Determination; 4 Proposal of a Genetic Algorithm for ZSD; 4.1 Setting Up; 4.2 Initialization; 4.3 Fitness Evaluation; 4.4 Crossover Operators; 4.5 Population Reduction; 5 Experimentation and Results; 6 Conclusions; References; SOCO 2017: Fuzzy Logic; Health Assessment of Automotive Batteries Through Computational Intelligence-Based Soft Sensors: An Empirical Study; 1 Introduction 2 Soft Computing-Based Battery SoH Assessment3 Empirical Study and Discussion; 4 Concluding Remarks; References; Intelligent Decision System Based on Fuzzy Logic Expert System to Improve Plastic Injection Molding Process; Abstract; 1 Introduction; 2 Development of the Intelligent System Based on Fuzzy Logic; 2.1 Creation of the Knowledge Base; 2.1.1 Injection Molding Defects; 2.1.2 Injection Molding Process Simulation; 2.1.3 Injection Tests -- Trend of Each Defect Based on Single Change of Process Variables; 2.2 Develop of Inference Engines; 2.2.1 Input Data; 2.2.2 Membership Functions … (more)
- Publisher Details:
- Cham, Switzerland : Springer
- Publication Date:
- 2018
- Extent:
- 1 online resource
- Subjects:
- 006.3
Engineering
Soft computing -- Congresses
Machine learning -- Congresses
Genetic algorithms -- Congresses
Fuzzy logic -- Congresses
Data mining -- Congresses
Artificial intelligence
COMPUTERS / General
Data mining
Fuzzy logic
Genetic algorithms
Machine learning
Soft computing
Computers -- Intelligence (AI) & Semantics
Artificial intelligence
Electronic books
Conference papers and proceedings - Languages:
- English
- ISBNs:
- 9783319671802
3319671804 - Related ISBNs:
- 9783319671796
3319671790 - Notes:
- Note: Includes bibliographical references and index.
Note: Online resource; title from PDF title page (SpringerLink, viewed September 5, 2017). - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
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- Physical Locations:
- British Library HMNTS - ELD.DS.358075
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