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Table of Contents Artificial Intelligence Applications and Innovations Lazaros Iliadis, Ilias Maglogiannis, Vassilis Plagianakos Front Matter Social Media - Games - Ontologies On Addressing the Challenges of Complex Stochastic Games Using “Representative” Moves Armando Taucer, Spencer Polk, B. Oommen 3-13 Finding Influential Users in Twitter Using Cluster-Based Fusion Methods of Result Lists Alexandros Georgiou, Andreas Kanavos, Christos Makris 14-27 Studying the Dissemination of the K-core Influence in Twitter Cascades Sarah Elsharkawy, Ghada Hassan, Tarek Nabhan, Mohamed Roushdy 28-37 Spam Filtering in Social Networks Using Regularized Deep Neural Networks with Ensemble Learning Aliaksandr Barushka, Petr Hájek 38-49 Sub-event Detection on Twitter Network Chao Chen, Gabriel Terejanu 50-60 Ontology-Based Spatial Pattern Recognition in Diagrams Anitta Thomas, Aurona Gerber, Alta Merwe 61-72 Deep Learning Improving Deep Models of Person Re-identification for Cross-Dataset Usage Sergey Rodionov, Alexey Potapov, Hugo Latapie, Enzo Fenoglio, Maxim Peterson 75-84 Keywords-To-Text Synthesis Using Recurrent Neural Network Nikolaos Kolokas, Anastasios Drosou, Dimitrios Tzovaras 85-96 Attention-Based Temporal Weighted Convolutional Neural Network for Action Recognition Jinliang Zang, Le Wang, Ziyi Liu, Qilin Zhang, Gang Hua, Nanning Zheng 97-108 Content-Aware Attention Network for Action Recognition Ziyi Liu, Le Wang, Nanning Zheng 109-120 Cognition-Based Deep Learning: Progresses and Perspectives Kai Yi, Shitao Chen, Yu Chen, Chao Xia, Nanning Zheng 121-132 A Novel Camera Based Approach for Automatic Expiry Date Detection and Recognition on Food Packages Liyun Gong, Miao Yu, Wenting Duan, Xujiong Ye, Kjartan Gudmundsson, Mark Swainson 133-142 Spatial-Temproal Based Lane Detection Using Deep Learning Yuhao Huang, Shitao Chen, Yu Chen, Zhiqiang Jian, Nanning Zheng 143-154 Support Vector Machines An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines Paul Kelly, Luca Longo 157-167 A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization Adrian Florea, Răzvan Andonie 168-180 Constraints Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications Amelia Bădică, Costin Bădică, Daniela Dănciulescu, Doina Logofătu 183-195 Corpus Based Machine Translation for Scientific Text Irsha Tehseen, Ghulam Tahir, Khadija Shakeel, Mubbashir Ali 196-206 Machine Learning - Regression - Classification The Regularization of CSPs for Rostering, Planning and Resource Management Problems Sven Löffler, Ke Liu, Petra Hofstedt 209-218 An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation Florin Leon, Andrei-Ștefan Lupu, Sabina-Adriana Floria, Doina Logofătu, Silvia Curteanu 219-230 Using Decision Trees to Extract Patterns for Dairy Culling Management M. Lopez-Suarez, E. Armengol, S. Calsamiglia, L. Castillejos 231-239 Wind Energy Forecasting at Different Time Horizons with Individual and Global Models R. Martín-Vázquez, R. Aler, I. Galván 240-248 Entropy-Assisted Emotion Recognition of Valence and Arousal Using XGBoost Classifier Sheng-Hui Wang, Huai-Ting Li, En-Jui Chang, An-Yeu Wu 249-260 Evaluating Sequence Discovery Systems in an Abstraction-Aware Manner Eoin Rogers, Robert Ross, John Kelleher 261-272 PIDT: A Novel Decision Tree Algorithm Based on Parameterised Impurities and Statistical Pruning Approaches Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Doina Logofatu, Alexander Zamyatin 273-284 Smoothness Bias in Relevance Estimators for Feature Selection in Regression Alexandra Degeest, Michel Verleysen, Benoît Frenay 285-294 Neural Networks The Random Neural Network with a Genetic Algorithm and Deep Learning Clusters in Fintech: Smart Investment Will Serrano 297-310 Can Artificial Neural Networks Predict Psychiatric Conditions Associated with Cannabis Use? Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Alexander Zamyatin, Robin Murray, Marta Forti 311-322 Cost-Sensitive Decision Making for Online Fraud Management Mehmet Yildirim, Mert Ozer, Hasan Davulcu 323-336 Echo State Network for Classification of Human Eye Movements During Decision Making Petia Koprinkova-Hristova, Miroslava Stefanova, Bilyana Genova, Nadejda Bocheva 337-348 Medical Intelligence Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction Theodoros Iliou, Georgia Konstantopoulou, Ioannis Stephanakis, Konstantinos Anastasopoulos, Dimitrios Lymberopoulos, George Anastassopoulos 351-361 A Temporal-Causal Network Model for the Internal Processes of a Person with a Borderline Personality Disorder Maria Hoțoiu, Federico Tavella, Jan Treur 362-373 Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features A. Kallipolitis, I. Maglogiannis 374-384 An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers Lucas Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, Luca Longo 385-397 Recommender Systems Reproducibility of Experiments in Recommender Systems Evaluation Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Konstantinos Kosmidis 401-409 Optimization Advertiser Bidding Prediction and Optimization in Online Advertising Panagiotis Spentzouris, Iordanis Koutsopoulos, Kasper Madsen, Tommy Hansen 413-424 A Multi-objective Data Mining Approach for Road Traffic Prediction Ilias Kalamaras, Anastasios Drosou, Konstantinos Votis, Dionysios Kehagias, Dimitrios Tzovaras 425-436 A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment Kristiyan Balabanov, Doina Logofătu, Costin Badica, Florin Leon 437-448 Learning - Intelligence The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions Anis Yazidi, Xuan Zhang, Lei Jiao, B. Oommen 451-461 Speedup of Network Training Process by Eliminating the Overshoots of Outputs Di Zhou, Yuxin Zhao, Chang Liu, Yanlong Liu 462-470 Collective Intelligence for Decision-Making in Complex Environments: Literature Review Daniela Rincón, Jhonatan Valdes, Luz Bohórquez 471-480 Quantile Estimation Based on the Principles of the Search on the Line Anis Yazidi, Hugo Hammer 481-492 Heuristic approaches - Cloud Improved Cuckoo Search with Luus-Jakoola Heuristics for the IFS Inverse Problem of Binary Self-Similar Fractal Images Akemi Gálvez, Andrés Iglesias 495-506 A Scatter Search Based Heuristic for Reliable Clustering in Vehicular Ad Hoc Networks Rejab Hajlaoui, Tarek Moulahi, Hervé Guyennet 507-519 Providing Mission-Critical Services over 5G Radio Access Network Rubén Solozabal, Aitor Sanchoyerto, Miren Cava, Bego Blanco, Hicham Khalifé, Mathieu Bouet, Damien Lavaux, Emmanouil Kafetzakis 520-530 Fuzzy A Study of Heuristic Evaluation Measures in Fuzzy Rule Induction Ashraf Afifi 533-545 A Visual Quality Index for Fuzzy C-Means Aybükë Oztürk, Stéphane Lallich, Jérôme Darmont 546-555 Evaluation of the Linked Open Data Quality Based on a Fuzzy Logic Model Esteban Arias Caracas, Daniel Mendoza López, Paulo Gaona-García, Jhon Herrera Cubides, Carlos Montenegro-Marín 556-567 A Hybrid Fuzzy Regression-Based Methodology for Normal Distribution (Case Study: Cumulative Annual Precipitation) M. Spiliotis, P. Angelidis, B. Papadopoulos 568-579 Fuzzy Approach for Bibliometric Analysis of Publication Trends on Intragastric Balloon as a Minimally Invasive Procedure for Weight Loss in Obese Individuals Trasanides George, Tsaousi Georgia, Adjenughwure Kingsley, Kotzampassi Katerina, Kapanidis Konstantinos, Papadopoulos Basil 580-591 Temporal Modeling of Invasive Species’ Migration in Greece from Neighboring Countries Using Fuzzy Cognitive Maps Konstantinos Demertzis, Vardis-Dimitris Anezakis, Lazaros Iliadis, Stefanos Spartalis 592-605 An Approach to Modelling User Interests Using TF-IDF and Fuzzy Sets Qualitative Comparative Analysis Dimitris Kardaras, Stavros Kaperonis, Stavroula Barbounaki, Ilias Petrounias, Kostas Bithas 606-615 Human & Computer Interaction - Sound - Video - Processing Spatial-Temporal Neural Networks for Action Recognition Chao Jing, Ping Wei, Hongbin Sun, Nanning Zheng 619-627 Building Trust Between Users and Telecommunications Data Driven Virtual Assistants Marta Perez Garcia, Sarita Saffon Lopez 628-637 Voice Separation in Polyphonic Music: Information Theory Approach Michele Ventura 638-646

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