dblp: EPIA 2019 - Part II (original) (raw)



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19th EPIA 2019: Vila Real, Portugal

jump to- Ambient Intelligence and Affective Environments
- Business Applications of Artificial Intelligence
- General AI
- Intelligent Robotics
- Knowledge Discovery and Business Intelligence
- Knowledge Representation and Reasoning
- MultiAgent Systems: Theory and Applications
- Social Simulation and Modelling
- Text Mining and Applications

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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
, Juan Manuel Corchado, Sara Rodríguez:
Describing Interfaces in the Framework of Adaptive Interface Ecosystems. 38-49

Diogo Martinho
, João Carneiro
, Paulo Novais
, José Neves
, Juan M. Corchado
, Goreti Marreiros
:
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
, Filomena O. Soares
, Alberto Simões
:
Facial Virtual Tracking: A System to Mirror Emotions. 68-79
Business Applications of Artificial Intelligence

Diogo Alves
, Bruno Valente
, Ricardo Filipe
, Maria Castro
, Luís Macedo
:
A Recommender System for Telecommunication Operators' Campaigns. 83-95

Henrique de Castro Neto, Rita Maria da Silva Julia, Elaine Ribeiro de Faria Paiva
, André Carlos Ponce de Leon Ferreira de Carvalho
, Anisio Pereira Santos Junior, Diansley Raphael Santos Peres, Etienne Silva Julia, Jony Teixeira de Melo, Umberto Maia Barcelos, Josiane Esteves de Assis:
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
, Rafael Assis, Maxley Costa, Elaine R. Faria
, Rita Maria da Silva Julia, Umberto Barcelos, Jony Melo:
Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry. 120-132

Ana Silva, Pedro Campos
, Carlos Ferreira
:
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
, Paulo Novais
:
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
, Miriam Seoane Santos
, Pedro Pereira Rodrigues
, Pedro Henriques Abreu:
MNAR Imputation with Distributed Healthcare Data. 184-195

Paulo J. S. Ferreira
, João M. P. Cardoso
, João Mendes-Moreira
:
Automatic Switching Between Video and Audio According to User's Context. 196-207

Ricardo M. C. Magalhães
, João M. P. Cardoso
, João Mendes-Moreira
:
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
, Manuel Lopes
:
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
, Pedro Henriques Abreu:
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
, Luiz C. B. Torres
, Antônio P. Braga
:
Learning Regularization Parameters of Radial Basis Functions in Embedded Likelihoods Space. 281-292
Intelligent Robotics

Sandro Augusto Magalhães
, Filipe Neves dos Santos
, Rui Costa Martins
, Luís Freitas Rocha
, José Brito:
Path Planning Algorithms Benchmarking for Grapevines Pruning and Monitoring. 295-306

Sebastian Mai
, Heiner Zille
, Christoph Steup, Sanaz Mostaghim
:
Online Optimization of Movement Cost for Robotic Applications of PSO. 307-318

André Aguiar
, Filipe Neves dos Santos
, Luís Santos, Armando Sousa
:
Monocular Visual Odometry Using Fisheye Lens Cameras. 319-330

Tiago Mendonça, Diana Alves Guimarães, António Paulo Moreira
, Paulo Costa
:
A Comparison Procedure for IMUs Performance. 331-344

Rafael Arrais
, Germano Veiga
, Tiago Trindade Ribeiro
, Daniel Oliveira
, Ramon O. Fernandes
, André Gustavo S. Conceição
, P. C. M. A. Farias
:
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
, Carla Guerra, Ana Paiva:
Do You Trust Me? Investigating the Formation of Trust in Social Robots. 357-369
Knowledge Discovery and Business Intelligence

Pedro José Pereira
, Pedro Pinto, Rui Mendes
, Paulo Cortez
, Antoine Moreau:
Using Neuroevolution for Predicting Mobile Marketing Conversion. 373-384

Camila Vaccari Sundermann, Renan de Pádua, Vítor Rodrigues Tonon, Marcos Aurélio Domingues
, Solange Oliveira Rezende
:
A Context-Aware Recommender Method Based on Text Mining. 385-396

Paulo Pinheiro
, Luís Cavique
:
Extracting Actionable Knowledge to Increase Business Utility in Sport Services. 397-409

Thiago Andrade
, Brais Cancela
, João Gama
:
Discovering Common Pathways Across Users' Habits in Mobility Data. 410-421

Mariana Carvalho
, Orlando Belo
:
Discovering Analytical Preferences for Personalizing What-If Scenarios. 422-434

Ivo Anjos
, Nuno Marques
, Margarida Grilo
, Isabel Guimarães
, João Magalhães
, Sofia Cavaco
:
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
, Martin Atzmueller, Behzad Momahed Heravi, Jenny L. Gibson
, Cláudio Rebelo de Sá
, Rosaldo J. F. Rossetti
:
Mining Exceptional Social Behaviour. 460-472

Inês Areosa, Luís Torgo
:
Visual Interpretation of Regression Error. 473-485

Maria Dias, João Monteiro, Jacinto Estima
, Joel Silva, Bruno Martins:
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
, Matthias Knorr
, João Leite
:
Forgetting in Answer Set Programming with Anonymous Cycles. 552-565
MultiAgent Systems: Theory and Applications

Daniela Sousa
, Susana Sargento
, Artur Pereira
, Miguel Luís
:
Self-adaptive Team of Aquatic Drones with a Communication Network for Aquaculture. 569-580

Eder Mateus Nunes Gonçalves
, Bruno Coelho Rodrigues, Ricardo Arend Machado:
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
, Juan M. Corchado, Goreti Marreiros
, Zita A. Vale
:
Semantic Web Services for Multi-Agent Systems Interoperability. 606-616

Palina Bartashevich
, Sanaz Mostaghim
:
Ising Model as a Switch Voting Mechanism in Collective Perception. 617-629
Social Simulation and Modelling
Text Mining and Applications

Giuseppe Portolese, Marcos Aurélio Domingues
, Valéria Delisandra Feltrim:
Exploring Textual Features for Multi-label Classification of Portuguese Film Synopses. 669-681

Daniel Henrique Mourão Falci
, Marco Antônio Calijorne Soares
, Wladmir Cardoso Brandão
, Fernando Silva Parreiras
:
Using Recurrent Neural Networks for Semantic Role Labeling in Portuguese. 682-694

Douglas Vitório
, Ellen Souza
, Adriano L. I. Oliveira:
Evaluating Active Learning Sampling Strategies for Opinion Mining in Brazilian Politics Corpora. 695-707

Rodrigo Mansueli Nunes, Marcos Aurélio Domingues
, Valéria Delisandra Feltrim:
Exploring Multi-label Stacking in Natural Language Processing. 708-718

Luís Duarte, Luís Macedo
, Hugo Gonçalo Oliveira
:
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
, Hugo Gonçalo Oliveira
:
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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