Computational Intelligence: 9th International Joint Conference, IJCCI 2017 Funchal-Madeira, Portugal, November 1-3, 2017 Revised Selected Papers

Description

This book presents revised and extended versions of the best papers presented at the 9th International Joint Conference on Computational Intelligence (IJCCI 2017), held in Funchal, Madeira, from 1 to 3 November 2017. It focuses on four of the main fields of computational intelligence: evolutionary computation, fuzzy computation, neural computation, and cognitive and hybrid systems. As well as presenting the recent advances of these areas, it provides new and innovative solutions for established researchers and a source of information and/or inspiration those new to the field. Discussing innovative techniques in various application areas, it is a useful resource for individual researchers and a valuable addition to academic libraries (of universities and engineering schools). Front Matter ....Pages i-xiv Particle Stability Time in the Stochastic Model of PSO (Krzysztof Trojanowski, Tomasz Kulpa)....Pages 1-18 Optimizing Costs and Quality of Interior Lighting by Genetic Algorithm (Alice Plebe, Vincenzo Cutello, Mario Pavone)....Pages 19-39 Mining of Keystroke and Mouse Dynamics to Increase the Engagement of Students with Programming Assignments (Mario Garcia Valdez, Juan-J. Merelo, Amaury Hernandez Aguila, Alejandra Mancilla Soto)....Pages 41-61 Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting (Sašo Karakatič, Marjan Heričko, Vili Podgorelec)....Pages 63-75 Defuzzification of a Fuzzy p-value by the Signed Distance: Application on Real Data (Rédina Berkachy, Laurent Donzé)....Pages 77-97 Foundations of a DPLL-Based Solver for Fuzzy Answer Set Programs (Ivor Uhliarik)....Pages 99-117 Exploring Internal Representations of Deep Neural Networks (Jérémie Despraz, Stéphane Gomez, Héctor F. Satizábal, Carlos Andrés Peña-Reyes)....Pages 119-138 Adapting Self-Organizing Map Algorithm to Sparse Data (Josué Melka, Jean-Jacques Mariage)....Pages 139-161 A Diffusion Approach to Unsupervised Segmentation of Hyper-Spectral Images (Alon Schclar, Amir Averbuch)....Pages 163-178 Evaluating Methods for Building Arabic Semantic Resources with Big Corpora (Georges Lebboss, Gilles Bernard, Noureddine Aliane, Adelle Abdallah, Mohammad Hajjar)....Pages 179-197 Efficient Approaches for Solving the Large-Scale k-Medoids Problem: Towards Structured Data (Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli)....Pages 199-219 Automated Diagnostic Model Based on Isoline Map Analysis of Myocardial Tissue Structure (Olga V. Senyukova, Danuta S. Brotikovskaya, Svetlana G. Gorokhova, Ekaterina S. Tebenkova)....Pages 221-238 Framework for Discrete-Time Model Reference Adaptive Control of Weakly Nonlinear Systems with HONUs (Peter M. Benes, Ivo Bukovsky, Martin Vesely, Jan Voracek, Kei Ichiji, Noriyasu Homma)....Pages 239-262 Assessing Transfer Learning on Convolutional Neural Networks for Patch-Based Fingerprint Liveness Detection (Amirhosein Toosi, Sandro Cumani, Andrea Bottino)....Pages 263-279 Environment Scene Classification Based on Images Using Bag-of-Words (Taurius Petraitis, Rytis Maskeliūnas, Robertas Damaševičius, Dawid Połap, Marcin Woźniak, Marcin Gabryel)....Pages 281-303 Cellular Transport Systems Improved: Achieving Efficient Operations with Answer Set Programming (Steffen Schieweck, Gabriele Kern-Isberner, Michael ten Hompel)....Pages 305-326 Reinforcement Learning and Attractor Neural Network Models of Associative Learning (Oussama H. Hamid, Jochen Braun)....Pages 327-349 Back Matter ....Pages 351-352