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Table of Contents Artificial Intelligence Applications and Innovations Lazaros Iliadis, Ilias Maglogiannis (Eds.) Front Matter Medical Artificial Intelligence Modeling (MAIM) A Cumulative Training Approach to Schistosomiasis Vector Density Prediction Terence Fusco, Yaxin Bi 3-13 A Mobile and Evolving Tool to Predict Colorectal Cancer Survivability Ana Silva, Tiago Oliveira, Vicente Julian, José Neves, Paulo Novais 14-26 An Implementation of a Decision-Making Algorithm Based on a Novel Health Status Transition Model of Epilepsy Mandani Ntekouli, Maria Marouli, Georgia Konstantopoulou, George Anastassopoulos, Dimitrios Lymperopoulos 27-38 Integrative Bioinformatic Analysis of a Greek Epidemiological Cohort Provides Insight into the Pathogenesis of Primary Cutaneous Melanoma Georgia Kontogianni, Olga Papadodima, Ilias Maglogiannis, Konstantina Frangia-Tsivou, Aristotelis Chatziioannou 39-52 Machine Learning Preprocessing Method for Suicide Prediction Theodoros Iliou, Georgia Konstantopoulou, Mandani Ntekouli, Dimitrios Lymberopoulos, Konstantinos Assimakopoulos, Dimitrios Galiatsatos, George Anastassopoulos 53-60 Classification – Pattern Recognition (CLASPR) Using Frequent Fixed or Variable-Length POS Ngrams or Skip-Grams for Blog Authorship Attribution Yao Pokou, Philippe Fournier-Viger, Chadia Moghrabi 63-74 Increasing Diversity in Random Forests Using Naive Bayes Christos Aridas, Sotiris Kotsiantis, Michael Vrahatis 75-86 Identifying Asperity Patterns Via Machine Learning Algorithms Kostantinos Arvanitakis, Markos Avlonitis 87-93 Combining Prototype Selection with Local Boosting Christos Aridas, Sotiris Kotsiantis, Michael Vrahatis 94-105 Convolutional Neural Networks for Pose Recognition in Binary Omni-directional Images S. Georgakopoulos, K. Kottari, K. Delibasis, V. Plagianakos, I. Maglogiannis 106-116 Ontology-Web and Social Media AI Modeling (OWESOM) The eLOD Ontology: Modeling Economic Open Data Michalis Vafopoulos, Gerasimos Razis, Ioannis Anagnostopoulos, Georgios Vafeiadis, Dimitrios Negkas, Eleftherios Galanos, Aggelos Tzani, Ilias Skaros, Konstantinos Glykos 119-130 Web Image Indexing Using WICE and a Learning-Free Language Model Nicolas Tsapatsoulis 131-140 An Intelligent Internet Search Assistant Based on the Random Neural Network Will Serrano, Erol Gelenbe 141-153 Deep Neural Networks for Web Page Information Extraction Tomas Gogar, Ondrej Hubacek, Jan Sedivy 154-163 Environmental AI Modeling (ENAIM) Modeling Beach Rotation Using a Novel Legendre Polynomial Feedforward Neural Network Trained by Nonlinear Constrained Optimization Anastasios Rigos, George Tsekouras, Antonios Chatzipavlis, Adonis Velegrakis 167-179 Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements Romanos Kalamatianos, Katia Kermanidis, Markos Avlonitis, Ioannis Karydis 180-190 A Hybrid Soft Computing Approach Producing Robust Forest Fire Risk Indices Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros Iliadis, Stefanos Spartalis 191-203 Applying Artificial Neural Networks to Short-Term PM2.5 Forecasting Modeling Mihaela Oprea, Sanda Mihalache, Marian Popescu 204-211 AIRuleBased Modeling (AIRUMO) Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile Lucas Rizzo, Pierpaolo Dondio, Sarah Delany, Luca Longo 215-229 Convolutive Audio Source Separation Using Robust ICA and Reduced Likelihood Ratio Jump Dimitrios Mallis, Thomas Sgouros, Nikolaos Mitianoudis 230-241 Association Rules Mining by Improving the Imperialism Competitive Algorithm (ARMICA) S. Ghafari, Christos Tjortjis 242-254 Use of Flight Simulators in Analyzing Pilot Behavior Jan Boril, Miroslav Jirgl, Rudolf Jalovecky 255-263 Machine Learning-Learning (MALL) Active Learning Algorithms for Multi-label Data Everton Cherman, Grigorios Tsoumakas, Maria-Carolina Monard 267-279 Automated Determination of the Input Parameter of DBSCAN Based on Outlier Detection Zohreh Akbari, Rainer Unland 280-291 Exemplar Selection via Leave-One-Out Kernel Averaged Gradient Descent and Subtractive Clustering Yiannis Kokkinos, Konstantinos Margaritis 292-304 Design of an Advanced Smart Forum for Tesys e-Learning Platform Paul Popescu, Mihai Mocanu, Costel Ionașcu, Marian Mihăescu 305-316 Optimization-SVM (OPSVM) Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines Xanthoula Pantazi, Dimitrios Moshou, Alexandra Tamouridou, Stathis Kasderidis 319-327 Efficient Support Vector Machine Classification Using Prototype Selection and Generation Stefanos Ougiaroglou, Konstantinos Diamantaras, Georgios Evangelidis 328-340 MeLiF+: Optimization of Filter Ensemble Algorithm with Parallel Computing Ilya Isaev, Ivan Smetannikov 341-347 Genetic Search of Pickup and Delivery Problem Solutions for Self-driving Taxi Routing Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto 348-355 Agents-Robotics-Control (AROC) The Role of Emotions, Mood, Personality and Contagion in Multi-agent System Decision Making Ilias Sakellariou, Petros Kefalas, Suzie Savvidou, Ioanna Stamatopoulou, Marina Ntika 359-370 A Controller for Improving Lateral Stability in a Dynamically Stable Gait Zhenglong Sun, Nico Roos 371-383 Scaled Conjugate Gradient Based Adaptive ANN Control for SVM-DTC Induction Motor Drive Lochan Babani, Sadhana Jadhav, Bhalchandra Chaudhari 384-395 Introducing Chemotaxis to a Mobile Robot Christina Semertzidou, Nikolaos Dourvas, Michail-Antisthenis Tsompanas, Andrew Adamatzky, Georgios Sirakoulis 396-404 Artificial Neural Network Modeling (ANNMO) Malware Detection with Confidence Guarantees on Android Devices Nestoras Georgiou, Andreas Konstantinidis, Harris Papadopoulos 407-418 Auto Regressive Dynamic Bayesian Network and Its Application in Stock Market Inference Tiehang Duan 419-428 A Consumer BCI for Automated Music Evaluation Within a Popular On-Demand Music Streaming Service “Taking Listener’s Brainwaves to Extremes” Fotis Kalaganis, Dimitrios Adamos, Nikos Laskaris 429-440 Information Abstraction from Crises Related Tweets Using Recurrent Neural Network Mehdi Ben Lazreg, Morten Goodwin, Ole-Christoffer Granmo 441-452 Mining Humanistic Data Workshop (MHDW) A Scalable Grid Computing Framework for Extensible Phylogenetic Profile Construction Emmanouil Stergiadis, Athanassios Kintsakis, Fotis Psomopoulos, Pericles Mitkas 455-462 Community Detection of Screenplay Characters Christos Makris, Pantelis Vikatos 463-470 Customer Behaviour Analysis for Recommendation of Supermarket Ware Stavros Iakovou, Andreas Kanavos, Athanasios Tsakalidis 471-480 Dealing with High Dimensional Sentiment Data Using Gradient Boosting Machines Vasileios Athanasiou, Manolis Maragoudakis 481-489 Discovering Areas of Interest Using a Semantic Geo-Clustering Approach Evaggelos Spyrou, Apostolos Psallas, Vasileios Charalampidis, Phivos Mylonas 490-498 Diversifying the Legal Order Marios Koniaris, Ioannis Anagnostopoulos, Yannis Vassiliou 499-509 Efficient Computation of Clustered-Clumps in Degenerate Strings Costas Iliopoulos, Ritu Kundu, Manal Mohamed 510-519 Learning and Blending Harmonies in the Context of a Melodic Harmonisation Assistant Maximos Kaliakatsos-Papakostas, Dimos Makris, Asterios Zacharakis, Costas Tsougras, Emilios Cambouropoulos 520-527 Lyrics Mining for Music Meta-Data Estimation Hasan Oğul, Başar Kırmacı 528-539 Mining Domain-Specific Design Patterns Vassiliki Gkantouna, Giannis Tzimas, Basil Tampakas, John Tsaknakis 540-551 Modelling Cadence Perception Via Musical Parameter Tuning to Perceptual Data Maximos Kaliakatsos-Papakostas, Asterios Zacharakis, Costas Tsougras, Emilios Cambouropoulos 552-561 Musical Track Popularity Mining Dataset Ioannis Karydis, Aggelos Gkiokas, Vassilis Katsouros 562-572 On the Computational Prediction of miRNA Promoters Charalampos Michail, Aigli Korfiati, Konstantinos Theofilatos, Spiros Likothanassis, Seferina Mavroudi 573-583 New Methods and Tools for Big Data Wokshop (MT4BD) Building Multi-occupancy Analysis and Visualization Through Data Intensive Processing Dimosthenis Ioannidis, Pantelis Tropios, Stelios Krinidis, Dimitris Tzovaras, Spiridon Likothanassis 587-599 Discovering the Discriminating Power in Patient Test Features Using Visual Analytics: A Case Study in Parkinson’s Disease Panagiotis Moschonas, Elias Kalamaras, Stavros Papadopoulos, Anastasios Drosou, Konstantinos Votis, Sevasti Bostantjopoulou, Zoe Katsarou, Charalambos Papaxanthis, Vassilia Hatzitaki, Dimitrios Tzovaras 600-610 ERMIS: Extracting Knowledge from Unstructured Big Data for Supporting Business Decision Making Konstantinos Arvanitis, Christos Alexakos, Andreas Papalambrou, Thomas Amorgianiotis, George Raptis, Nikolaos Zervos 611-622 Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks Maria Tserirzoglou-Thoma, Konstantinos Theofilatos, Eleni Tsitsouli, Georgios Panges-Tserres, Christos Alexakos, Charalampos Moschopoulos, Georgios Alexopoulos, Konstantinos Giannoulis, Spiros Likothanassis, Seferina Mavroudi 623-633 Systematic Mapping Study on Performance Scalability in Big Data on Cloud Using VM and Container Cansu Gokhan, Ziya Karakaya, Ali Yazici 634-641 Ineffective Efforts in ICU Assisted Ventilation: Feature Extraction and Analysis Platform Achilleas Chytas, Katerina Vaporidi, Dimitris Babalis, Dimitris Georgopoulos, Nicos Maglaveras, Ioanna Chouvarda 642-650 5G – Putting Intelligence to the Network Edge (5G-PINE) Security Analysis of Mobile Edge Computing in Virtualized Small Cell Networks Vassilios Vassilakis, Ioannis Chochliouros, Anastasia Spiliopoulou, Evangelos Sfakianakis, Maria Belesioti, Nikolaos Bompetsis, Mick Wilson, Charles Turyagyenda, Athanassios Dardamanis 653-665 A Model for an Innovative 5G-Oriented Architecture, Based on Small Cells Coordination for Multi-tenancy and Edge Services Ioannis Chochliouros, Ioannis Giannoulakis, Tassos Kourtis, Maria Belesioti, Evangelos Sfakianakis, Anastasia Spiliopoulou, Nikolaos Bompetsis, Emmanouil Kafetzakis, Leonardo Goratti, Athanassios Dardamanis 666-675 Network Architecture and Essential Features for 5G: The SESAME Project Approach Leonardo Goratti, Cristina Costa, Jordi Perez-Romano, Oriol Sallent, Cristina Ruiz, August Betzler, Pouria Khodashenas, Seiamak Vahid, Karim Nasr, Babangida Abubakar, Alan Whitehead, Maria Belesioti, Ioannis Chochliouros 676-685 On Learning Mobility Patterns in Cellular Networks Juan Sánchez-González, Jordi Perez-Romero, Ramon Agustí, Oriol Sallent 686-696 Design of Cognitive Cycles in 5G Networks Bego Blanco, Jose Fajardo, Fidel Liberal 697-708

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