Table of Contents
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Artificial Intelligence Applications and Innovations Lazaros Iliadis, Ilias Maglogiannis, Vassilis Plagianakos |
Front Matter |
Social Media - Games - Ontologies
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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
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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
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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
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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
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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
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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
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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
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Reproducibility of Experiments in Recommender Systems Evaluation Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Konstantinos Kosmidis |
401-409 |
Optimization
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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
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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
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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
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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
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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 |