Table of Contents

• Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVMLeonardo Forero Mendoza, Manoela Kohler, Cristian Muñoz, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco. 19-28 [doi]
• Solving the Social Golfers Problems by Constraint Programming in Sequential and ParallelKe Liu, Sven Löffler, Petra Hofstedt. 29-39 [doi]
• Cost Partitioning for Multi-agent PlanningMichal Stolba, Michaela Urbanovská, Daniel Fiser, Antonín Komenda. 40-49 [doi]
• Wide and Deep Reinforcement Learning for Grid-based Action GamesJuan M. Montoya, Christian Borgelt. 50-59 [doi]
• Improving Readability for Tweet Contextualization using Bipartite GraphsAmira Dhokar, Lobna Hlaoua, Lotfi Ben Romdhane. 60-68 [doi]
• The Impact of Environmental and Evolutionary Factors on the Emergence of Cooperation among Evolved Mobile AgentsMaud D. Gibbons, Josephine Griffith, Colm O'Riordan. 69-79 [doi]
• Reinforcement Learning Approach for Cooperative Control of Multi-Agent SystemsValeria Javalera-Rincon, Vicenc Puig Cayuela, Bernardo Morcego Seix, Fernando Orduña Cabrera. 80-91 [doi]
• Instance-incremental Classification of Imbalanced Bidding Fraud DataAhmad Alzahrani, Samira Sadaoui. 92-102
• On the Role of Central Individuals in Influence PropagationRafael de Santiago, Fernando Concatto, Luís C. Lamb. 103-111 [doi]
• LSTM Neural Networks for Transfer Learning in Online Moderation of Abuse ContextAvi Bleiweiss. 112-122 [doi]
• Deep Reinforcement Learning for Pellet Eating in Agar.ioNil Stolt Ansó, Anton Orell Wiehe, Madalina M. Drugan, Marco A. Wiering. 123-133 [doi]
• Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy ManagementRoman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker. 134-144 [doi]
• Estimation of the Cardiac Pulse from Facial Video in Realistic ConditionsArvind Subramaniam, K. Rajitha. 145-153 [doi]
• UAV Flocks Forming for Crowded Flight EnvironmentsRina Azoulay, Shulamit Reches. 154-163 [doi]
• Detecting Adversarial Examples in Deep Neural Networks using Normalizing FiltersShuangchi Gu, Ping Yi, Ting Zhu, Yao Yao, Wei Wang 0190. 164-173 [doi]
• Improving Transfer Learning Performance: An Application in the Classification of Remote Sensing DataGabriel Lins Tenorio, Cristian E. Munoz Villalobos, Leonardo A. Forero Mendoza, Eduardo Costa da Silva, Wouter Caarls. 174-183 [doi]
• Spatial Kernel Discriminant Analysis: Applied for Hyperspectral Image ClassificationSoumia Boumeddane, Leila Hamdad, Sophie Dabo-Niang, Hamid Haddadou. 184-191 [doi]
• Conflict Handling Framework in Generalized Multi-agent Path finding: Advantages and Shortcomings of Satisfiability Modulo ApproachPavel Surynek. 192-203 [doi]
• A Hybrid Neural Network and Hidden Markov Model for Time-aware Recommender SystemsHanxuan Chen, Zuoquan Lin. 204-213 [doi]
• Multi-agent Systems for Estimating Missing Information in Smart CitiesDavide Andrea Guastella, Valérie Camps, Marie Pierre Gleizes. 214-223 [doi]
• Exhaustive Testing of Trader-agents in Realistically Dynamic Continuous Double Auction Markets: AA Does Not DominateDave Cliff. 224-236 [doi]
• Pre-indexing Techniques in Arabic Information RetrievalSouheila Ben Guirat, Ibrahim Bounhas, Yahia Slimani. 237-246 [doi]
• The Dynamics of Narrow-minded BeliefShoshin Nomura, Norihiro Arai, Satoshi Tojo. 247-255 [doi]
• A Reinforcement Learning Method to Select Ad Networks in Waterfall StrategyReza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak. 256-265 [doi]
• Liquidity Stress Detection in the European Banking SectorRichard Heuver, Ron Triepels. 266-274 [doi]
• A Hybrid Intelligent Agent for Notification of Users Distracted by Mobile Phones in an Urban EnvironmentThiago Ângelo Gelaim, Gabriel A. Langer, Elder Rizzon Santos, Ricardo Azambuja Silveira, John O'Hare, Paul Kendrick, Bruno M. Fazenda. 275-284 [doi]
• Determining Capacity of Shunting Yards by Combining Graph Classification with Local SearchArno van de Ven, Yingqian Zhang, Wan-Jui Lee, Rik Eshuis, Anna Wilbik. 285-293 [doi]
• Pareto-based Soft Arc Consistency for Multi-objective Valued CSPsLimeme Ben Ali, Maher Helaoui, Wady Naanaa. 294-305 [doi]
• Spectral Algorithm for Line Graphs to Find Overlapping Communities in Social NetworksCamila P. S. Tautenhain, Mariá C. V. Nascimento. 306-317 [doi]
• Hierarchical Reinforcement Learning Introducing Genetic Algorithm for POMDPs EnvironmentsKohei Suzuki, Shohei Kato. 318-327 [doi]
• A PSO based Approach to Assign Segments for Reducing Excavated Soil in Shield TunnelingKoya Ihara, Shohei Kato, Takehiko Nakaya, Tomoaki Ogi, Hiroichi Masuda. 328-336 [doi]
• A Split-Merge Evolutionary Clustering AlgorithmVeselka Boeva, Milena Angelova, Elena Tsiporkova. 337-346 [doi]
• Exploring the Context of Recurrent Neural Network based Conversational AgentsRaffaele Piccini, Gerasimos Spanakis. 347-356 [doi]
• Multi-Label Network Classification via Weighted Personalized FactorizationsAhmed Rashed, Josif Grabocka, Lars Schmidt-Thieme. 357-366 [doi]
• Continual Representation Learning for Images with Variational Continual Auto-EncoderIk Hwan Jeon, Soo Young Shin. 367-373 [doi]
• An Extended Paradefinte Belnap-Dunn Logic that is Embeddable into Classical Logic and Vice VersaNorihiro Kamide. 377-387 [doi]
• Plug and Play Deep Convolutional Neural NetworksPatrick Neary, Vicki H. Allan. 388-395 [doi]
• Chaos-based Discrete Firefly Algorithm for Constraint Satisfaction ProblemsMahdi Bidar, Malek Mouhoub, Samira Sadaoui. 396-402
• On Enumerating All the Minimal Models for Particular CNF Formula ClassesYakoub Salhi. 403-410 [doi]
• Implementation of Trajectory Planning for Automated Driving Systems using Constraint Logic ProgrammingChristian Wriedt, Christoph Beierle. 411-418 [doi]
• A Causality Analysis for Nonlinear Classification Model with Self-Organizing Map and Locally Approximation to Linear ModelYasuhiro Kirihata, Takuya Maekawa, Takashi Onoyama. 419-426 [doi]
• Transforming the Emotion in Speech using a Generative Adversarial NetworkKenji Yasuda, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga. 427-434 [doi]
• A Meta Constraint Satisfaction Optimization Problem for the Optimization of Regular Constraint Satisfaction ProblemsSven Löffler, Ke Liu, Petra Hofstedt. 435-442 [doi]
• Acceleration of Backpropagation Training with Selective Momentum TermDiego Santiago de Meneses Carvalho, Areolino de Almeida Neto. 443-450 [doi]
• "Majorly Adapted Translator": Towards Major Adaptation in ITSTina Daaboul, Hicham Hage. 451-457 [doi]
• Can Machine Learning Predict Soccer Match Results?Giovanni Capobianco, Umberto Di Giacomo, Francesco Mercaldo, Vittoria Nardone, Antonella Santone. 458-465 [doi]
• Visibility Forecast for Airport Operations by LSTM Neural NetworkTuo Deng, Aijie Cheng, Wei Han, Hai Xiang Lin. 466-473 [doi]
• Comma Analysis and Processing for Improving Translation Quality of Long Sentences in Rule-based English-Korean Machine TranslationSung Dong Kim. 474-479 [doi]
• An Investigation on the Data Mining to Develop Smart TireJae-Cheon Lee, Hao Liu, Young Gi Seo, Seong Woo Kwak, Ho Seung Lee, Hae Jun Jo, Sangsu Park. 480-487 [doi]
• Uncertain Formal Concept Analysis for the Analyze of a Course Satisfaction QuestionnaireGuillaume Petiot. 488-495 [doi]
• Analogy-based Matching Model for Domain-specific Information RetrievalMyriam Bounhas, Bilel Elayeb. 496-505 [doi]
• A Comparative Assessment of Ontology Weighting Methods in Semantic Similarity SearchAntonio De Nicola 0001, Anna Formica, Michele Missikoff, Elaheh Pourabbas, Francesco Taglino. 506-513 [doi]
• HEART: Using Abstract Plans as a Guarantee of Downward Refinement in Decompositional PlanningAntoine Gréa, Samir Aknine, Laëtitia Matignon. 514-522 [doi]
• Using Proof Failures to Help Debugging MASBruno Mermet, Gaële Simon. 523-530 [doi]
• Efficient SAT Encodings for Hierarchical PlanningDominik Schreiber, Damien Pellier, Humbert Fiorino, Tomás Balyo. 531-538 [doi]
• Single Conspiracy Number Analysis in CheckersSarot Busala, Zhang Song, Hiroyuki Iida, Mohd Nor Akmal Khalid, Umi Kalsom Yusof. 539-546 [doi]
• A Cuckoo Search Algorithm for 2D-cutting Problem in Decorative Ceramic Production Lines with DefectsJavier Monzon, Rony Cueva, Manuel Tupia, Mariuxi Bruzza. 547-553 [doi]
• Prediction of Learning Improvement in Mathematics through a Video Game using Neurocomputational ModelsRichard Torres-Molina, Andrés Riofrío-Valdivieso, Carlos Bustamante-Orellana, Francisco Ortega-Zamorano. 554-559 [doi]
• Cooperative Linker for the Distributed Control of the Barcelona Drinking Water NetworkValeria Javalera-Rincon, Vicenc Puig Cayuela, Bernardo Morcego Seix, Fernando Orduña Cabrera. 560-567 [doi]
• Context-based User Activity Prediction for Mobility PlanningKarl-Heinz Krempels, Fabian Ohler, Thomas Osterland, Christoph Terwelp. 568-575 [doi]
• Operations for Shape Transformations based on AnglesMomo Tosue, Sosuke Moriguchi, Kazuko Takahashi. 576-583 [doi]
• Kohonen Map Modification for Classification TasksJirí Jelínek. 584-591 [doi]
• Data-driven Identification of Causal Dependencies in Cyber-Physical Production SystemsKaja Balzereit, Alexander Maier, Björn Barig, Tino Hutschenreuther, Oliver Niggemann. 592-601 [doi]
• A Belief Approach for Detecting Spammed Links in Social NetworksSalma Ben Dhaou, Mouloud Kharoune, Arnaud Martin, Boutheina Ben Yaghlane. 602-609 [doi]
• Enhancing Siamese Networks Training with Importance SamplingAjay Shrestha, Ausif Mahmood. 610-615 [doi]
• New Indicator for Centrality Measurements in Passing-network Analysis of SoccerMasatoshi Kanbata, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga. 616-623 [doi]
• On Mining Conditions using Encoder-decoder NetworksFernando O. Gallego, Rafael Corchuelo. 624-630 [doi]
• System Implementation for the Detection of Weak Signals of the Future in Heterogeneous Documents by Text Mining and Natural Language Processing TechniquesIsrael Griol-Barres, Sergio Milla, José Millet. 631-638 [doi]
• Placement-and-Profit-Aware Association Rules MiningRunyu Ma, Hantian Li, Jin Cen, Amrinder Arora. 639-646 [doi]
• Multi-agent Planning System for Target Application of Earth Remote Sensing Space Systems for Solving Precision Farming TasksPetr Skobelev, Vitaliy Travin, Elena V. Simonova, Dmitry Mishutin, Vladimir Galuzin, Anastasiya Galitskaya. 647-654 [doi]
• Breast Cancer Detection using Deep Convolutional Neural NetworkHana Mechria, Mohamed Salah Gouider, Khaled Hassine. 655-660 [doi]
• Probability based Proof Number SearchZhang Song, Hiroyuki Iida, H. Jaap van den Herik. 661-668 [doi]
• Strategies for Runtime Prediction and Mathematical Solvers TuningMichael Barry, René Schumann. 669-676 [doi]
• Transfer and Extraction of the Style of Handwritten Letters using Deep LearningOmar Mohammed, Gérard Bailly, Damien Pellier. 677-684 [doi]
• CollabNet - Collaborative Deep Learning NetworkMoisés Laurence de Freitas Lima Junior, Will Ribamar Mendes Almeida, Areolino de Almeida Neto. 685-692 [doi]
• Towards Adaptive Deep Reinforcement Game BalancingAshey Noblega, Aline Paes, Esteban Clua. 693-700 [doi]
• Question and Answer Classification in Czech Question Answering Benchmark DatasetDasa Kusniráková, Marek Medved, Ales Horák. 701-706 [doi]
• Firearm Detection using Convolutional Neural NetworksRodrigo Fumihiro de Azevedo Kanehisa, Areolino de Almeida Neto. 707-714 [doi]
• Dealing with Permanent Agent Failure in Dynamic Agents OrganisationsAsia Ali Salman Al-Karkhi, Maria Fasli. 715-723 [doi]
• SurfOpt: A New Surface Method for Optimizing the Classification of Imbalanced DatasetAndré Rodrigo da Silva, Leonardo M. Rodrigues, Luciana de Oliveira Rech. 724-730 [doi]
• Normalizing Emotion-Driven Acronyms towards Decoding Spontaneous Short Text MessagesBizhanova Aizhan, Atsushi Fujii. 731-738 [doi]
• Adaptive Serendipity for Recommender Systems: Let It Find YouMiriam El Khoury Badran, Jacques Bou Abdo, Wissam Al Jurdi, Jacques Demerjian. 739-745 [doi]
• Type-Theory of Acyclic Algorithms with Generalised Immediate TermsRoussanka Loukanova. 746-754 [doi]
• Decomposing Constraint Satisfaction Problems by Means of Meta Constraint Satisfaction Optimization ProblemsSven Löffler, Ke Liu, Petra Hofstedt. 755-761 [doi]
• Towards Hierarchical Probabilistic CTL Model Checking: Theoretical FoundationsNorihiro Kamide, Yuki Yano. 762-769 [doi]
• Changing of Participants' Attitudes in Argument-based NegotiationMare Koit. 770-777 [doi]
• Integrating an Association Rule Mining Agent in an ERP System: A Proposal and a Computational Scalability AnalysisRafael Marin Machado de Souza, Fabrício Gomes Vilasbôas, Pollyana Notargiacomo, Leandro Nunes de Castro. 778-786 [doi]
• Air Quality Forecast through Integrated Data Assimilation and Machine LearningHai Xiang Lin, Jianbing Jin, Jaap van den Herik. 787-793 [doi]
• Fake News Detection via NLP is Vulnerable to Adversarial AttacksZhixuan Zhou, Huankang Guan, Meghana Moorthy Bhat, Justin Hsu. 794-800 [doi]
• Towards Minimizing e-Commerce Returns for ClothingAlexander K. Seewald, Thomas Wernbacher, Alex Pfeiffer, Natalie Denk, Mario Platzer, Martin Berger, Thomas Winter. 801-808 [doi]
• Towards Controlled Transformation of Sentiment in SentencesWouter Leeftink, Gerasimos Spanakis. 809-816 [doi]
• On-the-spot Knowledge Refinement for an Interactive Recommender SystemYuichiro Ikemoto, Kazuhiro Kuwabara. 817-823 [doi]
• Interactive Lungs Auscultation with Reinforcement Learning AgentTomasz Grzywalski, Riccardo Belluzzo, Szymon Drgas, Agnieszka Cwalinska, Honorata Hafke-Dys. 824-832 [doi]
• End-to-end Learning Approach for Autonomous Driving: A Convolutional Neural Network ModelYaqin Wang, Dongfang Liu, Hyewon Jeon, Zhiwei Chu, Eric T. Matson. 833-839 [doi]
• Probabilistic Method for Estimation of Spinning Reserves in Multi-connected Power Systems with Bayesian Network-based Rescheduling AlgorithmYerzhigit Bapin, Vasileios Zarikas. 840-849 [doi]
• Designing Transparent and Autonomous Intelligent Vision SystemsJoanna Isabelle Olszewska. 850-856 [doi]
• Balancing Exploitation and Exploration via Fully Probabilistic Design of Decision PoliciesMiroslav Kárný, Frantisek Hula. 857-864 [doi]
• An Alternative to Restricted-Boltzmann Learning for Binary Latent Variables based on the Criterion of Maximal Mutual InformationDavid Edelman. 865-868 [doi]
• Towards Locative Inconsistency-tolerant Hierarchical Probabilistic CTL Model Checking: Survey and Future WorkNorihiro Kamide, Juan Pedro Altamirano Bernal. 869-878 [doi]
• Deep Separable Convolution Neural Network for Illumination EstimationMinquan Wang, Zhaowei Shang. 879-886 [doi]
• Contextual Action with Multiple Policies Inverse Reinforcement Learning for Behavior SimulationNahum Álvarez, Itsuki Noda. 887-894 [doi]
• Classification Model for Cerebral Aneurysm Rupture Prediction using Medical and Blood-flow-simulation DataMasaaki Suzuki, Toshiyuki Haruhara, Hiroyuki Takao, Takashi Suzuki, Soichiro Fujimura, Toshihiro Ishibashi, Makoto Yamamoto, Yuichi Murayama, Hayato Ohwada. 895-899 [doi]
• An Ontology-based Web Crawling Approach for the Retrieval of Materials in the Educational DomainMohammed Ibrahim, Yanyan Yang. 900-906 [doi]
• Multimodal Sentiment and Gender Classification for Video LogsSadam Al-Azani, El-Sayed M. El-Alfy. 907-914 [doi]
• What Kind of Natural Language Inference are NLP Systems Learning: Is this Enough?Jean-Philippe Bernardy, Stergios Chatzikyriakidis. 919-931 [doi]
• A Comparative Study between Possibilistic and Probabilistic Approaches for Query Translation DisambiguationWiem Ben Romdhane, Bilel Elayeb, Narjès Bellamine-Ben Saoud. 932-943 [doi]
• Modelling the Semantic Change Dynamics using Diachronic Word EmbeddingMohamed Amine Boukhaled, Benjamin Fagard, Thierry Poibeau. 944-951 [doi]
• Prior Probabilities of Allen Interval Relations over Finite OrdersTim Fernando, Carl Vogel. 952-961 [doi]
• Chat Language Normalisation using Machine Learning MethodsDaiga Deksne. 965-972 [doi]
• Sentiment Analysis of Czech Texts: An Algorithmic SurveyErion Çano, Ondrej Bojar. 973-979 [doi]
• Towards a Principled Computational System of Syntactic Ambiguity Detection and RepresentationHilton Alers-Valentín, Carlos G. Rivera-Velázquez, J. Fernando Vega-Riveros, Nayda G. Santiago. 980-987 [doi]