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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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