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Semantic Scholar10th ICAART 2018: Funchal, Portugal - Volume 2
Ana Paula Rocha, Jaap van den Herik:
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, ICAART 2018, Volume 2, Funchal, Madeira, Portugal, January 16-18, 2018. SciTePress 2018, ISBN 978-989-758-275-2
Artificial Intelligence
- Stefan J. L. Knegt, Madalina M. Drugan, Marco A. Wiering:
Opponent Modelling in the Game of Tron using Reinforcement Learning. 29-40 - Gabriel Leuenberger, Marco A. Wiering:
Actor-Critic Reinforcement Learning with Neural Networks in Continuous Games. 53-60 - Roman Liessner, Christian Schroer, Ansgar Dietermann, Bernard Bäker:
Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles. 61-72 - Rupal Sethi, B. Shekar:
Mining Substitution Rules: A Knowledge-based Approach using Dynamic Ontologies. 73-84 - Juan Carlos Saborío, Joachim Hertzberg:
Towards Domain-independent Biases for Action Selection in Robotic Task-planning under Uncertainty. 85-93 - Siwen Guo, Sviatlana Höhn, Feiyu Xu, Christoph Schommer:
PERSEUS: A Personalization Framework for Sentiment Categorization with Recurrent Neural Network. 94-102 - Samriddhi Sarkar, Pratik Sinha, Narayan Changder, Animesh Dutta:
Coalition Structure Formation using Parallel Dynamic Programming. 103-110 - Christos T. Rodosthenous, Loizos Michael:
GeoMantis: Inferring the Geographic Focus of Text using Knowledge Bases. 111-121 - Martin Jänicke, Viktor Schmidt, Bernhard Sick, Sven Tomforde, Paul Lukowicz:
Hijacked Smart Devices - Methodical Foundations for Autonomous Theft Awareness based on Activity Recognition and Novelty Detection. 131-142 - Alya Yacoubi, Nicolas Sabouret:
TEATIME: A Formal Model of Action Tendencies in Conversational Agents. 143-153 - Marek Cuchý, Michal Stolba, Michal Jakob:
Whole Day Mobility Planning with Electric Vehicles. 154-164 - Nabil Belacel, Guillaume Durand, Serge Léger, Cajetan Bouchard:
Splitting-merging Clustering Algorithm for Collaborative Filtering Recommendation System. 165-174 - Leila Kerkeni, Youssef Serrestou, Mohamed Mbarki, Kosai Raoof, Mohamed Ali Mahjoub:
Speech Emotion Recognition: Methods and Cases Study. 175-182 - Samya Amiri, Mohamed Ali Mahjoub, Islem Rekik:
Bayesian Network and Structured Random Forest Cooperative Deep Learning for Automatic Multi-label Brain Tumor Segmentation. 183-190 - Norihiro Kamide, Kazuki Endo:
Logics and Translations for Inconsistency-tolerant Model Checking. 191-200 - Teeradaj Racharak, Satoshi Tojo:
Concept Similarity under the Agent's Preferences for the Description Logic FL0 with Unfoldable TBox. 201-210 - Florian Krebs, Bruno Lubascher, Tobias Moers, Pieter Schaap, Gerasimos Spanakis:
Social Emotion Mining Techniques for Facebook Posts Reaction Prediction. 211-220 - Chris Rozemuller, Mark A. Neerincx, Koen V. Hindriks:
On the Effects of Team Size and Communication Load on the Performance in Exploration Games. 221-230 - Phong Xuan Nguyen, Takayuki Akiyama, Hiroki Ohashi:
Experience Filtering for Robot Navigation using Deep Reinforcement Learning. 243-249 - Cristina Fátima Claro, Ana Carolina E. S. Lima, Leandro Nunes de Castro:
Predicting Temperament using Keirsey's Model for Portuguese Twitter Data. 250-256 - Kazuki Sando, Tetsuya Suzuki, Akira Aiba:
A Constraint Solving Web Service for Recognizing Historical Japanese KANA Texts. 257-265 - Kilho Shin, Taro Niiyama:
The Mapping Distance - a Generalization of the Edit Distance - and its Application to Trees. 266-275 - Yuki Kitazato, Sachiyo Arai:
Estimation of Reward Function Maximizing Learning Efficiency in Inverse Reinforcement Learning. 276-283 - Makoto Koshinda, Michimasa Inaba, Kenichi Takahashi:
Answering What-type and Who-type Questions for Non-task-oriented Dialogue Agents. 287-294 - Ikram Nedjai Merrouche, Amina Makhlouf, Nadia Saadia, Amar Ramdane-Cherif:
Cardiac Disorder Detection Application and ANT+ Technology. 295-300 - Giuseppe De Marco, Chiara Donnini, Federica Gioia, Francesca Perla:
Fuzzy Contagion Cascades in Financial Networks. 301-305 - Daniel Fiser, Antonín Komenda:
Concise Finite-Domain Representations for Factored MA-PDDL Planning Tasks. 306-313 - Jasper van der Waa, Jurriaan van Diggelen, Mark A. Neerincx, Stephan Raaijmakers:
ICM: An Intuitive Model Independent and Accurate Certainty Measure for Machine Learning. 314-321 - Jörg Bremer, Sebastian Lehnhoff:
Unfolding Ensemble Training Sets for Improved Support Vector Decoders in Energy Management. 322-329 - Aruan G. Amaral, Glêdson Elias:
A Multi-Objective, Risk-based Approach for Selecting Software Requirements. 338-346 - Ricardo A. Feitosa, Jallysson M. Rocha, Clodoaldo Ap. M. Lima, Sarajane Marques Peres:
Multidimensional Representations for the Gesture Phase Segmentation Problem - An Exploratory Study using Multilayer Perceptrons. 347-354 - Joseph Groot Kormelink, Madalina M. Drugan, Marco A. Wiering:
Exploration Methods for Connectionist Q-learning in Bomberman. 355-362 - Filippos Gouidis, Theodore Patkos, Giorgos Flouris, Dimitris Plexousakis:
Dynamic Repairing A*: a Plan-Repairing Algorithm for Dynamic Domains. 363-370 - Asia Al-Karkhi, Maria Fasli:
Disruption Recovery within Agent Organisations in Distributed Systems. 371-378 - Tuomo Alasalmi, Heli Koskimäki, Jaakko Suutala, Juha Röning:
Getting More Out of Small Data Sets - Improving the Calibration Performance of Isotonic Regression by Generating More Data. 379-386 - Marco Stricker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
Saliency based Adjective Noun Pair Detection System. 387-394 - Pierre Dagnely, Elena Tsiporkova, Tom Tourwé:
Data-driven Relevancy Estimation for Event Logs Exploration and Preprocessing. 395-404 - John Bruntse Larsen, Virginia Dignum, Jørgen Villadsen, Frank Dignum:
Querying Social Practices in Hospital Context. 405-412 - Avi Bleiweiss:
Machine Floriography: Sentiment-inspired Flower Predictions over Gated Recurrent Neural Networks. 413-421 - Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed:
SentiCite - An Approach for Publication Sentiment Analysis. 422-429 - Andreas Bunte, Peng Li, Oliver Niggemann:
Mapping Data Sets to Concepts using Machine Learning and a Knowledge based Approach. 430-437 - Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel:
Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. 438-445 - Fumiya Yamashita, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga:
Factors Affecting Accuracy in Image Translation based on Generative Adversarial Network. 446-453 - Takaya Koizumi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga:
Do Professional Football Players Follow the Optimal Strategies in Penalty Shootout? 454-461 - Eric Fernandes de Mello Araújo, Dave Ebbelaar:
Detecting Dutch Political Tweets: A Classifier based on Voting System using Supervised Learning. 462-469 - Remi Niel, Jasper Krebbers, Madalina M. Drugan, Marco A. Wiering:
Hierarchical Reinforcement Learning for Real-Time Strategy Games. 470-477 - Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Takuto Sato, Phong Xuan Nguyen, Andreas Dengel:
Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. 478-485 - Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Ontology-based Information Extraction from Technical Documents. 493-500 - Jan Mrkos, Antonín Komenda, Michal Jakob:
Dynamic Pricing Strategy for Electromobility using Markov Decision Processes. 507-514 - Veselka Boeva, Milena Angelova, Niklas Lavesson, Oliver Rosander, Elena Tsiporkova:
Evolutionary Clustering Techniques for Expertise Mining Scenarios. 523-530 - Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Jerzy Duda, Aleksander Smywinski-Pohl:
Improving Text Classification with Vectors of Reduced Precision. 531-538 - Vasilios Zarikas, Elpiniki Papageorgiou, Damira Pernebayeva, Nurislam Tursynbek:
Medical Decision Support Tool from a Fuzzy-Rules Driven Bayesian Network. 539-549 - Robert Schadek, Oliver Kramer, Oliver E. Theel:
Predicting Read- and Write-Operation Availabilities of Quorum Protocols based on Graph Properties. 550-558 - Raja Ayed, Bilel Elayeb, Narjès Bellamine Ben Saoud:
Possibilistic Morphological Disambiguation of Structured Hadiths Arabic Texts using Semantic Knowledge. 565-572 - Motaz Al-Hami, Marcin Pietron, Raúl A. Casas, Samer L. Hijazi, Piyush Kaul:
Towards a Stable Quantized Convolutional Neural Networks: An Embedded Perspective. 573-580 - Mare Koit:
Modelling Attitudes of Dialogue Participants - Reasoning and Communicative Space. 581-588 - S. Ali Mirsoleimani, Jaap van den Herik, Aske Plaat, Jos Vermaseren:
A Lock-free Algorithm for Parallel MCTS. 589-598 - Michal Kawulok, Daniel Kostrzewa, Pawel Benecki, Lukasz Skonieczny:
Optimizing Super-resolution Reconstruction using a Genetic Algorithm. 599-605 - Oussama Ben Khiroun, Bilel Elayeb, Narjès Bellamine Ben Saoud:
Towards a Query Translation Disambiguation Approach using Possibility Theory. 606-613 - S. Ali Mirsoleimani, Jaap van den Herik, Aske Plaat, Jos Vermaseren:
Pipeline Pattern for Parallel MCTS. 614-621 - Elie Saad, Koen V. Hindriks, Mark A. Neerincx:
Ontology Design for Task Allocation and Management in Urban Search and Rescue Missions. 622-629 - Ermelinda Oro, Massimo Ruffolo, Mostafa Sheikhalishahi:
Language Identification of Similar Languages using Recurrent Neural Networks. 635-640 - Alexander Wendt, Stefan Kollmann, Lydia Siafara, Yevgen Biletskiy:
Usage of Cognitive Architectures in the Development of Industrial Applications - Utilization of a General Cognitive Process in the Domain Building Automation. 641-648
Special Session on Natural Language Processing in Artificial Intelligence
- Jürgen Hermes, Michael Richter, Claes Neuefeind:
Supervised Classification of Aspectual Verb Classes in German - Subcategorization-Frame-Based vs Window-Based Approach: A Comparison. 653-662 - Ali Basirat, Marc Tang:
Lexical and Morpho-syntactic Features in Word Embeddings - A Case Study of Nouns in Swedish. 663-674 - Jing Peng, Katsiaryna Aharodnik, Anna Feldman:
A Distributional Semantics Model for Idiom Detection - The Case of English and Russian. 675-682 - Elif Eyigöz, Guillermo A. Cecchi, Ravi Tejwani:
Predicting Cognitive Impairments with a Mobile Application. 683-692
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