International joint conference SOCO'17-CISIS'17-ICEUTE'17 León, Spain, September 6-8, 2017, Proceedings. ([2018])

• Record Type: Book
• 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; 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
• 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).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.