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11th ICAART 2019: Prague, Czech Republic - Volume 2
- Ana Paula Rocha, Luc Steels, H. Jaap van den Herik:
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, ICAART 2019, Volume 2, Prague, Czech Republic, February 19-21, 2019. SciTePress 2019, ISBN 978-989-758-350-6
Invited Speakers
- Penousal Machado:
Evolving Art. ICAART (1) 2019: 5-8 - Carla P. Gomes:
Computational Sustainability. ICAART (1) 2019: 9 - Michal Pechoucek:
Understanding Future Technologies through Agent-Based Simulation. ICAART (1) 2019: 11 - Lambert Schomaker:
Continuous Learning in Large-scale Problems: The Case of Multi-script Historical Handwritten Document Collections. ICAART (1) 2019: 13
Artificial Intelligence
- Leonardo Forero Mendoza, Manoela Kohler
, Cristian E. Muñoz, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco:
Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM. 19-28 - Ke Liu
Solving the Social Golfers Problems by Constraint Programming in Sequential and Parallel. 29-39 - Michal Stolba, Michaela Urbanovská, Daniel Fiser, Antonín Komenda:
Cost Partitioning for Multi-agent Planning. 40-49 - Juan M. Montoya, Christian Borgelt:
Wide and Deep Reinforcement Learning for Grid-based Action Games. 50-59 - Amira Dhokar, Lobna Hlaoua, Lotfi Ben Romdhane:
Improving Readability for Tweet Contextualization using Bipartite Graphs. 60-68 - Maud D. Gibbons, Josephine Griffith, Colm O'Riordan:
The Impact of Environmental and Evolutionary Factors on the Emergence of Cooperation among Evolved Mobile Agents. 69-79 - Valeria Javalera-Rincon, Vicenç Puig Cayuela, Bernardo Morcego Seix, Fernando Orduña Cabrera
Reinforcement Learning Approach for Cooperative Control of Multi-Agent Systems. 80-91 - Ahmad Alzahrani, Samira Sadaoui:
Instance-incremental Classification of Imbalanced Bidding Fraud Data. ICAART (2) 2019: 92-102 - Rafael de Santiago, Fernando Concatto, Luís C. Lamb
On the Role of Central Individuals in Influence Propagation. 103-111 - Avi Bleiweiss:
LSTM Neural Networks for Transfer Learning in Online Moderation of Abuse Context. 112-122 - Nil Stolt Ansó
Deep Reinforcement Learning for Pellet Eating in Agar.io. 123-133 - Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker:
Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management. 134-144 - Arvind Subramaniam, K. Rajitha:
Estimation of the Cardiac Pulse from Facial Video in Realistic Conditions. 145-153 - Rina Azoulay, Shulamit Reches:
UAV Flocks Forming for Crowded Flight Environments. 154-163 - Shuangchi Gu, Ping Yi, Ting Zhu, Yao Yao, Wei Wang:
Detecting Adversarial Examples in Deep Neural Networks using Normalizing Filters. 164-173 - Gabriel Lins Tenório
Improving Transfer Learning Performance: An Application in the Classification of Remote Sensing Data. 174-183 - Soumia Boumeddane, Leila Hamdad, Sophie Dabo-Niang, Hamid Haddadou
Spatial Kernel Discriminant Analysis: Applied for Hyperspectral Image Classification. 184-191 - Pavel Surynek:
Conflict Handling Framework in Generalized Multi-agent Path finding: Advantages and Shortcomings of Satisfiability Modulo Approach. 192-203 - Hanxuan Chen, Zuoquan Lin:
A Hybrid Neural Network and Hidden Markov Model for Time-aware Recommender Systems. 204-213 - Davide Andrea Guastella
Multi-agent Systems for Estimating Missing Information in Smart Cities. 214-223 - Dave Cliff
Exhaustive Testing of Trader-agents in Realistically Dynamic Continuous Double Auction Markets: AA Does Not Dominate. 224-236 - Souheila Ben Guirat
Pre-indexing Techniques in Arabic Information Retrieval. 237-246 - Shoshin Nomura, Norihiro Arai, Satoshi Tojo:
The Dynamics of Narrow-minded Belief. 247-255 - Reza Refaei Afshar, Yingqian Zhang
A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. 256-265 - Richard Heuver, Ron Triepels:
Liquidity Stress Detection in the European Banking Sector. 266-274 - Thiago Ângelo Gelaim, Gabriel A. Langer, Elder Rizzon Santos
A Hybrid Intelligent Agent for Notification of Users Distracted by Mobile Phones in an Urban Environment. 275-284 - Arno van de Ven, Yingqian Zhang
Determining Capacity of Shunting Yards by Combining Graph Classification with Local Search. 285-293 - Limeme Ben Ali
Pareto-based Soft Arc Consistency for Multi-objective Valued CSPs. 294-305 - Camila P. S. Tautenhain, Mariá C. V. Nascimento
Spectral Algorithm for Line Graphs to Find Overlapping Communities in Social Networks. 306-317 - Kohei Suzuki, Shohei Kato:
Hierarchical Reinforcement Learning Introducing Genetic Algorithm for POMDPs Environments. 318-327 - Koya Ihara
A PSO based Approach to Assign Segments for Reducing Excavated Soil in Shield Tunneling. 328-336 - Veselka Boeva, Milena Angelova, Elena Tsiporkova:
A Split-Merge Evolutionary Clustering Algorithm. 337-346 - Raffaele Piccini, Gerasimos Spanakis
Exploring the Context of Recurrent Neural Network based Conversational Agents. 347-356 - Ahmed Rashed, Josif Grabocka, Lars Schmidt-Thieme
Multi-Label Network Classification via Weighted Personalized Factorizations. 357-366 - Ik Hwan Jeon, Soo Young Shin:
Continual Representation Learning for Images with Variational Continual Auto-Encoder. 367-373 - Norihiro Kamide:
An Extended Paradefinte Belnap-Dunn Logic that is Embeddable into Classical Logic and Vice Versa. 377-387 - Patrick Neary, Vicki H. Allan:
Plug and Play Deep Convolutional Neural Networks. 388-395 - Mahdi Bidar, Malek Mouhoub, Samira Sadaoui:
Chaos-based Discrete Firefly Algorithm for Constraint Satisfaction Problems. ICAART (2) 2019: 396-402 - Yakoub Salhi
On Enumerating All the Minimal Models for Particular CNF Formula Classes. 403-410 - Christian Wriedt, Christoph Beierle:
Implementation of Trajectory Planning for Automated Driving Systems using Constraint Logic Programming. 411-418 - Yasuhiro Kirihata, Takuya Maekawa, Takashi Onoyama:
A Causality Analysis for Nonlinear Classification Model with Self-Organizing Map and Locally Approximation to Linear Model. 419-426 - Kenji Yasuda, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga:
Transforming the Emotion in Speech using a Generative Adversarial Network. 427-434 - Sven Löffler, Ke Liu, Petra Hofstedt:
A Meta Constraint Satisfaction Optimization Problem for the Optimization of Regular Constraint Satisfaction Problems. 435-442 - Diego Santiago de Meneses Carvalho, Areolino de Almeida Neto:
Acceleration of Backpropagation Training with Selective Momentum Term. 443-450 - Tina Daaboul, Hicham Hage:
"Majorly Adapted Translator": Towards Major Adaptation in ITS. 451-457 - Giovanni Capobianco, Umberto Di Giacomo, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Can Machine Learning Predict Soccer Match Results? 458-465 - Tuo Deng, Aijie Cheng, Wei Han, Hai-Xiang Lin:
Visibility Forecast for Airport Operations by LSTM Neural Network. 466-473 - Sung-Dong Kim:
Comma Analysis and Processing for Improving Translation Quality of Long Sentences in Rule-based English-Korean Machine Translation. 474-479 - Jaecheon Lee, Hao Liu, Young Gi Seo, Seong Woo Kwak, Ho Seung Lee, Hae Jun Jo, Sangsu Park:
An Investigation on the Data Mining to Develop Smart Tire. 480-487 - Guillaume Petiot:
Uncertain Formal Concept Analysis for the Analyze of a Course Satisfaction Questionnaire. 488-495 - Myriam Bounhas, Bilel Elayeb:
Analogy-based Matching Model for Domain-specific Information Retrieval. 496-505 - Antonio De Nicola, Anna Formica
A Comparative Assessment of Ontology Weighting Methods in Semantic Similarity Search. 506-513 - Antoine Gréa, Samir Aknine, Laëtitia Matignon:
HEART: Using Abstract Plans as a Guarantee of Downward Refinement in Decompositional Planning. 514-522 - Bruno Mermet, Gaële Simon:
Using Proof Failures to Help Debugging MAS. 523-530 - Dominik Schreiber
Efficient SAT Encodings for Hierarchical Planning. 531-538 - Sarot Busala, Zhang Song, Hiroyuki Iida
Single Conspiracy Number Analysis in Checkers. 539-546 - Javier Monzon, Rony Cueva, Manuel Tupia, Mariuxi Bruzza:
A Cuckoo Search Algorithm for 2D-cutting Problem in Decorative Ceramic Production Lines with Defects. 547-553 - Richard Torres-Molina
Prediction of Learning Improvement in Mathematics through a Video Game using Neurocomputational Models. 554-559 - Valeria Javalera-Rincon, Vicenç Puig Cayuela, Bernardo Morcego Seix, Fernando Orduña Cabrera
Cooperative Linker for the Distributed Control of the Barcelona Drinking Water Network. 560-567 - Karl-Heinz Krempels, Fabian Ohler, Thomas Osterland, Christoph Terwelp:
Context-based User Activity Prediction for Mobility Planning. 568-575 - Momo Tosue, Sosuke Moriguchi
Operations for Shape Transformations based on Angles. 576-583 - Jirí Jelínek
Kohonen Map Modification for Classification Tasks. 584-591 - Kaja Balzereit, Alexander Maier, Björn Barig, Tino Hutschenreuther, Oliver Niggemann
Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems. 592-601 - Salma Ben Dhaou, Mouloud Kharoune, Arnaud Martin, Boutheina Ben Yaghlane:
A Belief Approach for Detecting Spammed Links in Social Networks. 602-609 - Ajay Shrestha
Enhancing Siamese Networks Training with Importance Sampling. 610-615 - Masatoshi Kanbata, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga:
New Indicator for Centrality Measurements in Passing-network Analysis of Soccer. 616-623 - Fernando O. Gallego, Rafael Corchuelo
On Mining Conditions using Encoder-decoder Networks. 624-630 - Israel Griol-Barres
System Implementation for the Detection of Weak Signals of the Future in Heterogeneous Documents by Text Mining and Natural Language Processing Techniques. 631-638 - Runyu Ma, Hantian Li, Jin Cen, Amrinder Arora:
Placement-and-Profit-Aware Association Rules Mining. 639-646 - Petr Skobelev
Multi-agent Planning System for Target Application of Earth Remote Sensing Space Systems for Solving Precision Farming Tasks. 647-654 - Hana Mechria, Mohamed Salah Gouider, Khaled Hassine:
Breast Cancer Detection using Deep Convolutional Neural Network. 655-660 - Zhang Song, Hiroyuki Iida
Probability based Proof Number Search. 661-668 - Michael Barry, René Schumann
Strategies for Runtime Prediction and Mathematical Solvers Tuning. 669-676 - Omar Mohammed, Gérard Bailly, Damien Pellier:
Transfer and Extraction of the Style of Handwritten Letters using Deep Learning. 677-684 - Moisés Laurence de Freitas Lima Junior, Will Ribamar Mendes Almeida, Areolino de Almeida Neto:
CollabNet - Collaborative Deep Learning Network. 685-692 - Ashey Noblega, Aline Paes, Esteban Clua:
Towards Adaptive Deep Reinforcement Game Balancing. 693-700 - Dasa Kusniráková, Marek Medved, Ales Horák:
Question and Answer Classification in Czech Question Answering Benchmark Dataset. 701-706 - Rodrigo Fumihiro de Azevedo Kanehisa
Firearm Detection using Convolutional Neural Networks. 707-714 - Asia Ali Salman Al-Karkhi, Maria Fasli:
Dealing with Permanent Agent Failure in Dynamic Agents Organisations. 715-723 - André Rodrigo da Silva, Leonardo Martins Rodrigues, Luciana de Oliveira Rech:
SurfOpt: A New Surface Method for Optimizing the Classification of Imbalanced Dataset. 724-730 - Bizhanova Aizhan, Atsushi Fujii:
Normalizing Emotion-Driven Acronyms towards Decoding Spontaneous Short Text Messages. 731-738 - Miriam El Khoury Badran, Jacques Bou Abdo, Wissam Al Jurdi, Jacques Demerjian
Adaptive Serendipity for Recommender Systems: Let It Find You. 739-745 - Roussanka Loukanova:
Type-Theory of Acyclic Algorithms with Generalised Immediate Terms. 746-754 - Sven Löffler, Ke Liu, Petra Hofstedt:
Decomposing Constraint Satisfaction Problems by Means of Meta Constraint Satisfaction Optimization Problems. 755-761 - Norihiro Kamide, Yuki Yano:
Towards Hierarchical Probabilistic CTL Model Checking: Theoretical Foundations. 762-769 - Mare Koit:
Changing of Participants' Attitudes in Argument-based Negotiation. 770-777 - Rafael Marin Machado de Souza, Fabrício Gomes Vilasbôas, Pollyana Notargiacomo
Integrating an Association Rule Mining Agent in an ERP System: A Proposal and a Computational Scalability Analysis. 778-786 - Hai-Xiang Lin, Jianbing Jin, H. Jaap van den Herik
Air Quality Forecast through Integrated Data Assimilation and Machine Learning. 787-793 - Zhixuan Zhou, Huankang Guan, Meghana Moorthy Bhat, Justin Hsu:
Fake News Detection via NLP is Vulnerable to Adversarial Attacks. 794-800 - Alexander K. Seewald, Thomas Wernbacher
Towards Minimizing e-Commerce Returns for Clothing. 801-808 - Wouter Leeftink, Gerasimos Spanakis
Towards Controlled Transformation of Sentiment in Sentences. 809-816 - Yuichiro Ikemoto, Kazuhiro Kuwabara:
On-the-spot Knowledge Refinement for an Interactive Recommender System. 817-823 - Tomasz Grzywalski
Interactive Lungs Auscultation with Reinforcement Learning Agent. 824-832 - Yaqin Wang, Dongfang Liu, Hyewon Jeon, Zhiwei Chu, Eric T. Matson:
End-to-end Learning Approach for Autonomous Driving: A Convolutional Neural Network Model. 833-839 - Yerzhigit Bapin
Probabilistic Method for Estimation of Spinning Reserves in Multi-connected Power Systems with Bayesian Network-based Rescheduling Algorithm. 840-849 - Joanna Isabelle Olszewska:
Designing Transparent and Autonomous Intelligent Vision Systems. 850-856 - Miroslav Kárný
Balancing Exploitation and Exploration via Fully Probabilistic Design of Decision Policies. 857-864 - David Edelman:
An Alternative to Restricted-Boltzmann Learning for Binary Latent Variables based on the Criterion of Maximal Mutual Information. 865-868 - Norihiro Kamide, Juan Pedro Altamirano Bernal:
Towards Locative Inconsistency-tolerant Hierarchical Probabilistic CTL Model Checking: Survey and Future Work. 869-878 - Minquan Wang, Zhaowei Shang:
Deep Separable Convolution Neural Network for Illumination Estimation. 879-886 - Nahum Álvarez, Itsuki Noda:
Contextual Action with Multiple Policies Inverse Reinforcement Learning for Behavior Simulation. 887-894 - Masaaki Suzuki, Toshiyuki Haruhara, Hiroyuki Takao, Takashi Suzuki
Classification Model for Cerebral Aneurysm Rupture Prediction using Medical and Blood-flow-simulation Data. 895-899 - Mohammed Essmat Ibrahim
An Ontology-based Web Crawling Approach for the Retrieval of Materials in the Educational Domain. 900-906 - Sadam Al-Azani, El-Sayed M. El-Alfy
Multimodal Sentiment and Gender Classification for Video Logs. 907-914
Special Session on Natural Language Processing in Artificial Intelligence
- Jean-Philippe Bernardy, Stergios Chatzikyriakidis:
What Kind of Natural Language Inference are NLP Systems Learning: Is this Enough? 919-931 - Wiem Ben Romdhane, Bilel Elayeb, Narjès Bellamine Ben Saoud
A Comparative Study between Possibilistic and Probabilistic Approaches for Query Translation Disambiguation. 932-943 - Mohamed Amine Boukhaled, Benjamin Fagard, Thierry Poibeau:
Modelling the Semantic Change Dynamics using Diachronic Word Embedding. 944-951 - Tim Fernando, Carl Vogel:
Prior Probabilities of Allen Interval Relations over Finite Orders. 952-961 - Daiga Deksne:
Chat Language Normalisation using Machine Learning Methods. 965-972 - Erion Çano, Ondrej Bojar:
Sentiment Analysis of Czech Texts: An Algorithmic Survey. 973-979 - Hilton Alers-Valentín, Carlos G. Rivera-Velázquez, J. Fernando Vega-Riveros, Nayda G. Santiago
Towards a Principled Computational System of Syntactic Ambiguity Detection and Representation. 980-987
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