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19th EPIA 2019: Vila Real, Portugal
- Paulo Moura Oliveira, Paulo Novais, Luís Paulo Reis:
Progress in Artificial Intelligence, 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3-6, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11805, Springer 2019, ISBN 978-3-030-30243-6
Ambient Intelligence and Affective Environments
- Rodrigo Rocha, Davide Carneiro
, Paulo Novais
The Influence of Age and Gender in the Interaction with Touch Screens. 3-12 - Tatsuo Nakajima, Risa Kimura, Fumiko Ishizawa, Mizuki Sakamoto:
Analyzing User Experiences in Incorporated Fictionality. 13-25 - Ichiro Satoh:
Agent-Based Education Environment in Museums. 26-37 - Antonio J. Sánchez, Elena Hernández Nieves, Fernando de la Prieta
Describing Interfaces in the Framework of Adaptive Interface Ecosystems. 38-49 - Diogo Martinho
A Conceptual Approach to Enhance the Well-Being of Elderly People. 50-61 - Peter Mikulecký:
Blended Learning in Smart Learning Environments. 62-67 - Pedro Santos, Vinícius Silva
Facial Virtual Tracking: A System to Mirror Emotions. 68-79
Business Applications of Artificial Intelligence
- Diogo Alves
A Recommender System for Telecommunication Operators' Campaigns. 83-95 - Henrique de Castro Neto, Rita Maria da Silva Julia, Elaine Ribeiro de Faria Paiva
Improving the AHT in Telecommunication Companies by Automatic Modeling of Call Center Service. 96-107 - Sibusiso C. Khoza, Jacomine Grobler
Comparing Machine Learning and Statistical Process Control for Predicting Manufacturing Performance. 108-119 - Fabíola S. F. Pereira, André C. P. L. F. de Carvalho
Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry. 120-132 - Ana Silva, Pedro Campos
Sequence and Network Mining of Touristic Routes Based on Flickr Geotagged Photos. 133-144 - Jacomine Grobler:
A Diversity Based Multi-objective Hyper-heuristic for the FJSP with Sequence-Dependent Set-Up Times, Auxiliary Resources and Machine Down Time. 145-156
General AI
- Ricardo Martins, Pedro Rangel Henriques
Determining Emotional Profile Based on Microblogging Analysis. 159-171 - Ailin Chen, Rui Jesus, Márcia Vilarigues:
Using Deep Learning Techniques for Authentication of Amadeo de Souza Cardoso Paintings and Drawings. 172-183 - Ricardo Cardoso Pereira
MNAR Imputation with Distributed Healthcare Data. 184-195 - Paulo J. S. Ferreira
Automatic Switching Between Video and Audio According to User's Context. 196-207 - Ricardo M. C. Magalhães
Energy Efficient Smartphone-Based Users Activity Classification. 208-219 - André Gil, Carlos Grilo, Gustavo Reis, Patrício Domingues:
A Divide and Conquer Approach to Automatic Music Transcription Using Neural Networks. 220-231 - Antonio Capela, Samuel Mascarenhas, Pedro Alexandre Santos
An Adaptive and Transferable Dialog Management System for Social Aware Task Execution. 232-243 - Piyush Chawla, Diego Esteves, Karthik Pujar, Jens Lehmann:
SimpleLSTM: A Deep-Learning Approach to Simple-Claims Classification. 244-255 - Nuno Martins, José Magalhães Cruz, Tiago Cruz
Analyzing the Footprint of Classifiers in Adversarial Denial of Service Contexts. 256-267 - Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Lei Jiao, Morten Goodwin:
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. 268-280 - Murilo V. F. Menezes
Learning Regularization Parameters of Radial Basis Functions in Embedded Likelihoods Space. 281-292
Intelligent Robotics
- Sandro Augusto Magalhães
Path Planning Algorithms Benchmarking for Grapevines Pruning and Monitoring. 295-306 - Sebastian Mai
Online Optimization of Movement Cost for Robotic Applications of PSO. 307-318 - André Aguiar
Monocular Visual Odometry Using Fisheye Lens Cameras. 319-330 - Tiago Mendonça, Diana Alves Guimarães, António Paulo Moreira
A Comparison Procedure for IMUs Performance. 331-344 - Rafael Arrais
Application of the Open Scalable Production System to Machine Tending of Additive Manufacturing Operations by a Mobile Manipulator. 345-356 - Mojgan Hashemian, Raul Benites Paradeda
Do You Trust Me? Investigating the Formation of Trust in Social Robots. 357-369
Knowledge Discovery and Business Intelligence
- Pedro José Pereira
Using Neuroevolution for Predicting Mobile Marketing Conversion. 373-384 - Camila Vaccari Sundermann, Renan de Pádua, Vítor Rodrigues Tonon, Marcos Aurélio Domingues
A Context-Aware Recommender Method Based on Text Mining. 385-396 - Paulo Pinheiro
Extracting Actionable Knowledge to Increase Business Utility in Sport Services. 397-409 - Thiago Andrade
Discovering Common Pathways Across Users' Habits in Mobility Data. 410-421 - Mariana Carvalho
Discovering Analytical Preferences for Personalizing What-If Scenarios. 422-434 - Ivo Anjos
Sibilant Consonants Classification with Deep Neural Networks. 435-447 - Kemilly Dearo Garcia, Mannes Poel, Joost N. Kok, André C. P. L. F. de Carvalho
Online Clustering for Novelty Detection and Concept Drift in Data Streams. 448-459 - Carolina Centeio Jorge
Mining Exceptional Social Behaviour. 460-472 - Inês Areosa, Luís Torgo
Visual Interpretation of Regression Error. 473-485 - Maria Dias, João Monteiro, Jacinto Estima
Semantic Segmentation of High-Resolution Aerial Imagery with W-Net Models. 486-498
Knowledge Representation and Reasoning
- Mikolás Janota
On Unordered BDDs and Quantified Boolean Formulas. 501-507 - Cinthia Mikaela de Souza, Matheus Eduardo dos Santos, Magali R. G. Meireles, Paulo E. M. de Almeida:
Using Summarization Techniques on Patent Database Through Computational Intelligence. 508-519 - Pedro Cabalar, Manuel Rey, Concepción Vidal
A Complete Planner for Temporal Answer Set Programming. 520-525 - Jesse Heyninck, Ofer Arieli:
An Argumentative Characterization of Disjunctive Logic Programming. 526-538 - Carlos Mencía, João Marques-Silva:
Computing Shortest Resolution Proofs. 539-551 - Matti Berthold, Ricardo Gonçalves
Forgetting in Answer Set Programming with Anonymous Cycles. 552-565
MultiAgent Systems: Theory and Applications
- Daniela Sousa
Self-adaptive Team of Aquatic Drones with a Communication Network for Aquaculture. 569-580 - Eder Mateus Nunes Gonçalves
Assessment of Testability on Multiagent Systems Developed with Organizational Model Moise. 581-592 - Martin Aleksandrov, Cunjing Ge, Toby Walsh:
Fair Division Minimizing Inequality. 593-605 - Alda Canito, Gabriel Santos
Semantic Web Services for Multi-Agent Systems Interoperability. 606-616 - Palina Bartashevich
Ising Model as a Switch Voting Mechanism in Collective Perception. 617-629
Social Simulation and Modelling
- Helder Coelho
Reflections on Social Simulation and Complexity. 633-641 - Dionysios Strongylis, Charalampos S. Kouzinopoulos
Emergency Evacuation Simulation in Open Air Events Using a Floor Field Cellular Automata Model. 642-653 - Tim Verwaart, Youri Dijkxhoorn
Agent-Based Simulation of Local Soy Value Chains in Ghana. 654-666
Text Mining and Applications
- Giuseppe Portolese, Marcos Aurélio Domingues
Exploring Textual Features for Multi-label Classification of Portuguese Film Synopses. 669-681 - Daniel Henrique Mourão Falci
Using Recurrent Neural Networks for Semantic Role Labeling in Portuguese. 682-694 - Douglas Vitório
Evaluating Active Learning Sampling Strategies for Opinion Mining in Brazilian Politics Corpora. 695-707 - Rodrigo Mansueli Nunes, Marcos Aurélio Domingues
Exploring Multi-label Stacking in Natural Language Processing. 708-718 - Luís Duarte, Luís Macedo
Exploring Emojis for Emotion Recognition in Portuguese Text. 719-730 - Adriano Mendonça Rocha, Marcelo de Almeida Maia:
Improving the Classification of Q&A Content for Android Fragmentation Using Named Entity Recognition. 731-743 - André Clemêncio, Ana Alves
Recognizing Humor in Portuguese: First Steps. 744-756 - Rodrigo Santos, João Silva, António Branco, Deyi Xiong
The Direct Path May Not Be The Best: Portuguese-Chinese Neural Machine Translation. 757-768 - Ana Bárbara Cardoso, Bruno Martins, Jacinto Estima
Using Recurrent Neural Networks for Toponym Resolution in Text. 769-780
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