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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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