Artificial Intelligence Applications and Innovations

Front Matter ....Pages I-XXIV
Front Matter ....Pages 1-1
 On Addressing the Challenges of Complex Stochastic Games Using “Representative” Moves  (Armando H. Taucer, Spencer Polk, B. John Oommen)....Pages 3-13
 Finding Influential Users in Twitter Using Cluster-Based Fusion Methods of Result Lists  (Alexandros Georgiou, Andreas Kanavos, Christos Makris)....Pages 14-27
 Studying the Dissemination of the K-core Influence in Twitter Cascades  (Sarah Elsharkawy, Ghada Hassan, Tarek Nabhan, Mohamed Roushdy)....Pages 28-37
 Spam Filtering in Social Networks Using Regularized Deep Neural Networks with Ensemble Learning  (Aliaksandr Barushka, Petr Hajek)....Pages 38-49
 Sub-event Detection on Twitter Network  (Chao Chen, Gabriel Terejanu)....Pages 50-60
 Ontology-Based Spatial Pattern Recognition in Diagrams  (Anitta Thomas, Aurona J. Gerber, Alta van der Merwe)....Pages 61-72
Front Matter ....Pages 73-73
 Improving Deep Models of Person Re-identification for Cross-Dataset Usage  (Sergey Rodionov, Alexey Potapov, Hugo Latapie, Enzo Fenoglio, Maxim Peterson)....Pages 75-84
 Keywords-To-Text Synthesis Using Recurrent Neural Network  (Nikolaos Kolokas, Anastasios Drosou, Dimitrios Tzovaras)....Pages 85-96
 Attention-Based Temporal Weighted Convolutional Neural Network for Action Recognition  (Jinliang Zang, Le Wang, Ziyi Liu, Qilin Zhang, Gang Hua, Nanning Zheng)....Pages 97-108
 Content-Aware Attention Network for Action Recognition  (Ziyi Liu, Le Wang, Nanning Zheng)....Pages 109-120
 Cognition-Based Deep Learning: Progresses and Perspectives  (Kai Yi, Shitao Chen, Yu Chen, Chao Xia, Nanning Zheng)....Pages 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)....Pages 133-142
 Spatial-Temproal Based Lane Detection Using Deep Learning  (Yuhao Huang, Shitao Chen, Yu Chen, Zhiqiang Jian, Nanning Zheng)....Pages 143-154
Front Matter ....Pages 155-155
 An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines  (Paul Kelly, Luca Longo)....Pages 157-167
 A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization  (Adrian Cătălin Florea, Răzvan Andonie)....Pages 168-180
Front Matter ....Pages 181-181
 Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications  (Amelia Bădică, Costin Bădică, Daniela Dănciulescu, Doina Logofătu)....Pages 183-195
 Corpus Based Machine Translation for Scientific Text  (Irsha Tehseen, Ghulam Rasool Tahir, Khadija Shakeel, Mubbashir Ali)....Pages 196-206
Front Matter ....Pages 207-207
 The Regularization of CSPs for Rostering, Planning and Resource Management Problems  (Sven Löffler, Ke Liu, Petra Hofstedt)....Pages 209-218
 An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation  (Silvia Curteanu, Florin Leon, Andrei-Ștefan Lupu, Sabina-Adriana Floria, Doina Logofătu)....Pages 219-230
 Using Decision Trees to Extract Patterns for Dairy Culling Management  (M. Lopez-Suarez, E. Armengol, S. Calsamiglia, L. Castillejos)....Pages 231-239
 Wind Energy Forecasting at Different Time Horizons with Individual and Global Models  (R. Martín-Vázquez, R. Aler, I. M. Galván)....Pages 240-248
 Entropy-Assisted Emotion Recognition of Valence and Arousal Using XGBoost Classifier  (Sheng-Hui Wang, Huai-Ting Li, En-Jui Chang, An-Yeu (Andy) Wu)....Pages 249-260
 Evaluating Sequence Discovery Systems in an Abstraction-Aware Manner  (Eoin Rogers, Robert J. Ross, John D. Kelleher)....Pages 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)....Pages 273-284
 Smoothness Bias in Relevance Estimators for Feature Selection in Regression  (Alexandra Degeest, Michel Verleysen, Benoît Frénay)....Pages 285-294
Front Matter ....Pages 295-295
 The Random Neural Network with a Genetic Algorithm and Deep Learning Clusters in Fintech: Smart Investment  (Will Serrano)....Pages 297-310
 Can Artificial Neural Networks Predict Psychiatric Conditions Associated with Cannabis Use?  (Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Alexander Zamyatin, Robin Murray, Marta di Forti)....Pages 311-322
 Cost-Sensitive Decision Making for Online Fraud Management  (Mehmet Yigit Yildirim, Mert Ozer, Hasan Davulcu)....Pages 323-336
 Echo State Network for Classification of Human Eye Movements During Decision Making  (Petia Koprinkova-Hristova, Miroslava Stefanova, Bilyana Genova, Nadejda Bocheva)....Pages 337-348
Front Matter ....Pages 349-349
 Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction  (Theodoros Iliou, Georgia Konstantopoulou, Ioannis Stephanakis, Konstantinos Anastasopoulos, Dimitrios Lymberopoulos, George Anastassopoulos)....Pages 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)....Pages 362-373
 Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features  (A. Kallipolitis, I. Maglogiannis)....Pages 374-384
 An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers  (Lucas Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, Luca Longo)....Pages 385-397
Front Matter ....Pages 399-399
 Reproducibility of Experiments in Recommender Systems Evaluation  (Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Konstantinos Kosmidis)....Pages 401-409
Front Matter ....Pages 411-411
 Advertiser Bidding Prediction and Optimization in Online Advertising  (Panagiotis Spentzouris, Iordanis Koutsopoulos, Kasper Grud Madsen, Tommy Vestergaard Hansen)....Pages 413-424
 A Multi-objective Data Mining Approach for Road Traffic Prediction  (Ilias Kalamaras, Anastasios Drosou, Konstantinos Votis, Dionysios Kehagias, Dimitrios Tzovaras)....Pages 425-436
 A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment  (Kristiyan Balabanov, Doina Logofătu, Costin Badica, Florin Leon)....Pages 437-448
Front Matter ....Pages 449-449
 The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions  (Anis Yazidi, Xuan Zhang, Lei Jiao, B. John Oommen)....Pages 451-461
 Speedup of Network Training Process by Eliminating the Overshoots of Outputs  (Di Zhou, Yuxin Zhao, Chang Liu, Yanlong Liu)....Pages 462-470
 Collective Intelligence for Decision-Making in Complex Environments: Literature Review  (Daniela Rincón, Jhonatan Valdes, Luz Bohórquez)....Pages 471-480
 Quantile Estimation Based on the Principles of the Search on the Line  (Anis Yazidi, Hugo Lewi Hammer)....Pages 481-492
Front Matter ....Pages 493-493
 Improved Cuckoo Search with Luus-Jakoola Heuristics for the IFS Inverse Problem of Binary Self-Similar Fractal Images  (Akemi Gálvez, Andrés Iglesias)....Pages 495-506
 A Scatter Search Based Heuristic for Reliable Clustering in Vehicular Ad Hoc Networks  (Rejab Hajlaoui, Tarek Moulahi, Hervé Guyennet)....Pages 507-519
 Providing Mission-Critical Services over 5G Radio Access Network  (Rubén Solozabal, Aitor Sanchoyerto, Miren Cava, Bego Blanco, Hicham Khalife, Mathieu Bouet et al.)....Pages 520-530
Front Matter ....Pages 531-531
 A Study of Heuristic Evaluation Measures in Fuzzy Rule Induction  (Ashraf A. Afifi)....Pages 533-545
 A Visual Quality Index for Fuzzy C-Means  (Aybüke Öztürk, Stéphane Lallich, Jérôme Darmont)....Pages 546-555
 Evaluation of the Linked Open Data Quality Based on a Fuzzy Logic Model  (Esteban Arias Caracas, Daniel Fernando Mendoza López, Paulo Alonso Gaona-García, Jhon Francined Herrera Cubides, Carlos Enrique Montenegro-Marín)....Pages 556-567
 A Hybrid Fuzzy Regression-Based Methodology for Normal Distribution (Case Study: Cumulative Annual Precipitation)  (M. Spiliotis, P. Angelidis, B. Papadopoulos)....Pages 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)....Pages 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)....Pages 592-605
 An Approach to Modelling User Interests Using TF-IDF and Fuzzy Sets Qualitative Comparative Analysis  (Dimitris K. Kardaras, Stavros Kaperonis, Stavroula Barbounaki, Ilias Petrounias, Kostas Bithas)....Pages 606-615
Front Matter ....Pages 617-617
 Spatial-Temporal Neural Networks for Action Recognition  (Chao Jing, Ping Wei, Hongbin Sun, Nanning Zheng)....Pages 619-627
 Building Trust Between Users and Telecommunications Data Driven Virtual Assistants  (Marta Perez Garcia, Sarita Saffon Lopez)....Pages 628-637
 Voice Separation in Polyphonic Music: Information Theory Approach  (Michele Della Ventura)....Pages 638-646
Back Matter ....Pages 647-649