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Table of Contents Artificial Intelligence Applications and Innovations Lazaros Iliadis, Ilias Maglogiannis, Harris Papadopoulos(Eds.) Front Matter Keynote Conjoint Mining of Data and Content with Applications in Business, Bio-medicine, Transport Logistics and Electrical Power Systems Tharam Dillon, Yi-Ping Chen, Elizabeth Chang, Mukesh Mohania 1-19 Learning-Ensemble Learning Breaking Ties of Plurality Voting in Ensembles of Distributed Neural Network Classifiers Using Soft Max Accumulations Yiannis Kokkinos, Konstantinos Margaritis 20-28 Predicting Firms’ Credit Ratings Using Ensembles of Artificial Immune Systems and Machine Learning – An Over-Sampling Approach Petr Hájek, Vladimír Olej 29-38 Automating Transition Functions: A Way To Improve Trading Profits with Recurrent Reinforcement Learning Jin Zhang 39-49 Utilising Tree-Based Ensemble Learning for Speaker Segmentation Mohamed Abou-Zleikha, Zheng-Hua Tan, Mads Christensen, Søren Jensen 50-59 Social Media and Mobile Applications of AI Speakers’ Language Characteristics Analysis of Online Educational Videos Dimitrios Kravvaris, Katia Kermanidis 60-69 Fall Detection Using Commodity Smart Watch and Smart Phone Ilias Maglogiannis, Charalampos Ioannou, George Spyroglou, Panayiotis Tsanakas 70-78 Predicting Information Diffusion Patterns in Twitter Eleanna Kafeza, Andreas Kanavos, Christos Makris, Pantelis Vikatos 79-89 An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks Manuel Roveri, Francesco Trovò 90-100 Modeling ReTweet Diffusion Using Emotional Content Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris, Athanasios Tsakalidis 101-110 Hybrid - Changing Environments A Partially-Observable Markov Decision Process for Dealing with Dynamically Changing Environments Sotirios Chatzis, Dimitrios Kosmopoulos 111-120 Platform for Simulation and Improvement of Swarm Behavior in Changing Environments Sergi Canyameres, Doina Logofătu 121-129 A Neuro-memetic System for Music Composing Jacek Mańdziuk, Aleksandra Woźniczko, Marcin Goss 130-139 Profound Degree: A Conservative Heuristic to Repair Dynamic CSPs Yosra Acodad, Amine Benamrane, Imade Benelallam, El Bouyakhf 140-149 Agents (AGE) A Greedy Agent-Based Resource Allocation in the Smart Electricity Markets Armin Azar, Mansoor Davoodi, Mohsen Afsharchi, Bahram Sadeghi Bigham 150-161 Implicit Predictive Indicators: Mouse Activity and Dwell Time Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor 162-171 Normative Monitoring of Agents to Build Trust in an Environment for B2B Eugénio Oliveira, Henrique Cardoso, Maria Urbano, Ana Rocha 172-181 Extending the Kouretes Statechart Editor for Generic Agent Behavior Development Georgios Papadimitriou, Nikolaos Spanoudakis, Michail Lagoudakis 182-192 Hierarchic Fuzzy Approach Applied in the Development of an Autonomous Architecture for Mobile Agents Márcio Mendonça, Esdras Silva, Karina Takano, Mauricio Takano, Lúcia Arruda 193-202 Classification Pattern Recognition Classification of Mammograms Using Cartesian Genetic Programming Evolved Artificial Neural Networks Arbab Ahmad, Gul Muhammad Khan, Sahibzada Mahmud 203-213 A Face Recognition Based Multiplayer Mobile Game Application Ugur Demir, Esam Ghaleb, Hazım Ekenel 214-223 A Dynamic Questionnaire to Further Reduce Questions in Learning Style Assessment Espérance Mwamikazi, Philippe Fournier-Viger, Chadia Moghrabi, Robert Baudouin 224-235 Recognizing Emotions from Facial Expressions Using Neural Network Isidoros Perikos, Epaminondas Ziakopoulos, Ioannis Hatzilygeroudis 236-245 Automatically Detected Feature Positions for LBP Based Face Recognition Ladislav Lenc, Pavel Král 246-255 Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes Alexey Potapov, Vita Batishcheva, Maxim Peterson 256-264 A Pattern Recognition Approach for Peak Prediction of Electrical Consumption Morten Goodwin, Anis Yazidi 265-275 Semi-automatic Measure and Identification of Allergenic Airborne Pollen Antonio García-Manso, Carlos García-Orellana, Rafael Tormo-Molina, Ramón Gallardo-Caballero, M. Macías-Macías, Horacio Gonzalez-Velasco 276-285 Genetic Algorithms Enhancing Growth Curve Approach Using CGPANN for Predicting the Sustainability of New Food Products Jawad Ali, Gul Khan, Sahibzada Mahmud 286-297 DX-IFD: An Intelligent Force Deployment System Junpeng Bao, Yuepeng Zhang, Wenqing Wang, Jun Zeng, De Zhang, Ruiyu Yuan 298-306 A Practical Application of Evolving Fuzzy-Rule-Based Classifiers for the Development of Spoken Dialog Systems David Griol, José Iglesias, Agapito Ledezma, Araceli Sanchis 307-316 Sequence Matching Genetic Algorithm for Square Jigsaw Puzzles Josef Hynek 317-324 Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce Doina Logofatu, Daniel Stamate 325-334 Application of Evolutionary Algorithms in Project Management Christos Kyriklidis, Georgios Dounias 335-343 Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches David Lehký, Ondřej Slowik, Drahomír Novák 344-353 Image - Video Processing Model-Based Generation of Realistic 3D Full Body Avatars from Uncalibrated Multi-view Photographs Nicholas Michael, Andreas Lanitis 354-363 Data-Driven Motion Reconstruction Using Local Regression Models Christos Mousas, Paul Newbury, Christos-Nikolaos Anagnostopoulos 364-374 Calculation of Complex Zernike Moments with Geodesic Correction for Pose Recognition in Omni-directional Images K. Delibasis, Spiros Georgakopoulos, Vassilis Plagianakos, Ilias Maglogiannis 375-384 Fish-Eye Camera Video Processing and Trajectory Estimation Using 3D Human Models Konstantina Kottari, Kostas Delibasis, Vassilis Plagianakos, Ilias Maglogiannis 385-394 Feature Extraction Analysis of Relevant Features for Pollen Classification Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, and Frank Boochs 395-404 Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests Piotr Sobolewski, Michał Woźniak 405-413 Features Extraction of Growth Trend in Social Websites Using Non-linear Genetic Programming Umer Khayam, Durre Nayab, Gul Khan, S. Mahmud 414-423 Environmental AI Comparison of Self Organizing Maps Clustering with Supervised Classification for Air Pollution Data Sets Ilias Bougoudis, Lazaros Iliadis, Stephanos Spartalis 424-435 Predicting Water Permeability of the Soil Based on Open Data Jonne Pohjankukka, Paavo Nevalainen, Tapio Pahikkala, Eija Hyvönen, Pekka Hänninen, Raimo Sutinen, Jari Ala-Ilomäki, Jukka Heikkonen 436-446 Solar Radiation Time-Series Prediction Based on Empirical Mode Decomposition and Artificial Neural Networks Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Nikolaos Georgoulas, Michalis Zervakis, Nikolaos Nikolaidis 447-455 Extracting Trends Ensembles in Solar Irradiance for Green Energy Generation Using Neuro-evolution Mehreen Rehman, Jawad Ali, Gul Khan, Sahibzada Mahmud 456-465 Simulations and Fuzzy Modeling Optimal Control Using Feedback Linearization for a Generalized T-S Model Agustín Jiménez, Basil Al-Hadithi, Juan Pérez-Oria, Luciano Alonso 466-475 HHT-Based Artificial Seismic Accelerograms Generation Eleni Vrochidou, Petros Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas, Katerina Mallousi 476-486 Peak Observer Based Self-tuning of Type-2 Fuzzy PID Controllers Engin Yesil, Tufan Kumbasar, M. Dodurka, Ahmet Sakalli 487-497 TSK Fuzzy Modeling with Nonlinear Consequences Jacek Kabziński, Jarosław Kacerka 498-507 Data Mining-Forecasting Novel Techniques for Text Annotation with Wikipedia Entities Christos Makris, Michael Simos 508-518 An Avatar-Based Weather Forecast Sign Language System for the Hearing-Impaired Juhyun Oh, Seonggyu Jeon, Minho Kim, Hyukchul Kwon, Iktae Kim 519-527 Interpretation of Possessive and Reflexive-Possessive Pronouns of Bulgarian Language in DATR Velislava Stoykova 528-536 Forecasting Algorithm Adaptive Automatically to Time Series Length Kolyo Onkov, Georgios Tegos 537-545 AI Applications - Mobile Applications Six Degrees of Freedom Implicit Haptic Rendering Konstantinos Moustakas 546-555 Application of Supervised Self Organising Models for Wheat Yield Prediction Xanthoula Pantazi, Dimitrios Moshou, Abdul Mouazen, Boyan Kuang, Thomas Alexandridis 556-565 Prediction of 30-Day Mortality after a Hip Fracture Surgery Using Neural and Bayesian Networks Dimitrios Galiatsatos, George Anastassopoulos, Georgios Drosos, Athanasios Ververidis, Konstantinos Tilkeridis, Konstantinos Kazakos 566-575 Application of Artificial Neural Network to Predict Static Loads on an Aircraft Rib Ramin Amali, Samson Cooper, Siamak Noroozi 576-584 Android Based Electronic Travel Aid System for Blind People Paraskevas Diamantatos, Ergina Kavallieratou 585-592 Image Video Processing 4 Shoreline Extraction from Coastal Images Using Chebyshev Polynomials and RBF Neural Networks Anastasios Rigos, Olympos Andreadis, Manousakis Andreas, Michalis Vousdoukas, George Tsekouras, Adonis Velegrakis 593-603 Automation System Development for Micrograph Recognition for Mineral Ore Composition Evaluation in Mining Industry Olga Baklanova, Olga Shvets, Zhanbai Uzdenbaev 604-613 Similarity Based Cross-Section Segmentation in Rough Log End Images Rudolf Schraml, Andreas Uhl 614-623 Visual Security Evaluation Based on SIFT Object Recognition Stefan Jenisch, Andreas Uhl 624-633

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