index - Artificial Intelligence Applications and Innovations (AIAI 2018)

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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Social Media - Games - Ontologies

Deep Learning

Support Vector Machines

Constraints

Machine Learning - Regression - Classification

Neural Networks

Medical Intelligence

Recommender Systems

Optimization

Learning - Intelligence

Heuristic approaches - Cloud

Fuzzy

Human & Computer Interaction - Sound - Video - Processing

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