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18th EPIA 2017: Porto, Portugal
- Eugénio C. Oliveira, João Gama, Zita A. Vale, Henrique Lopes Cardoso:
Progress in Artificial Intelligence - 18th EPIA Conference on Artificial Intelligence, EPIA 2017, Porto, Portugal, September 5-8, 2017, Proceedings. Lecture Notes in Computer Science 10423, Springer 2017, ISBN 978-3-319-65339-6
Agent-Based Modelling for Criminological Research
- Tibor Bosse, Ward van Breda, Nousha van Dijk, Jelmer Scholte:
An Agent-Based Aggression De-escalation Training Application for Football Referees. 3-14 - Nicola Lettieri
, Antonio Altamura, Delfina Malandrino
Agents Shaping Networks Shaping Agents: Integrating Social Network Analysis and Agent-Based Modeling in Computational Crime Research. 15-27 - Lenin Medeiros, C. Natalie van der Wal
An Agent-Based Model Predicting Group Emotion and Misbehaviours in Stranded Passengers. 28-40 - Daniel Sullivan, Carlos Caminha
Towards Understanding the Impact of Crime on the Choice of Route by a Bus Passenger. 41-50 - Nick van Doormaal
Exploring Anti-poaching Strategies for Wildlife Crime with a Simple and General Agent-Based Model. 51-62
Ambient Intelligence and Affective Environments
- Luís Conceição
A SOA Web-Based Group Decision Support System Considering Affective Aspects. 65-74 - Nuno Gil Fonseca, Luís Macedo, António José Mendes
Monitoring the Progress of Programming Students Supported by a Digital Teaching Assistant. 75-86 - Alberto Rivas, Pablo Chamoso
Image Matching Algorithm Based on Hashes Extraction. 87-94 - Elena Vildjiounaite, Johanna Kallio, Jani Mäntyjärvi
Unsupervised Stress Detection Algorithm and Experiments with Real Life Data. 95-107
Artificial Intelligence in Games
- Samuel Gomes, João Dias
Iterative Parallel Sampling RRT for Racing Car Simulation. 111-122 - David Simões, Nuno Lau
Multi-agent Double Deep Q-Networks. 123-134
Artificial Intelligence in Medicine
- Francisco J. Duarte, Bruno Martins
A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates. 137-149 - Marta Ferraz:
Robot Programming Through Whole-Body Interaction. 150-161 - Kirill Kochetov, Evgeny Putin, Svyatoslav Azizov, Ilya Skorobogatov, Andrey Filchenkov:
Wheeze Detection Using Convolutional Neural Networks. 162-173 - Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski:
Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand. 174-185 - Diogo Marcelo Nogueira
Classifying Heart Sounds Using Images of MFCC and Temporal Features. 186-203 - Inna Skarga-Bandurova
Discovering Interesting Associations in Gestation Course Data. 204-214
Artificial Intelligence in Power and Energy Systems
- Tiago dos Santos, Fernando J. T. E. Ferreira
Severity Estimation of Stator Winding Short-Circuit Faults Using Cubist. 217-228 - Josefa Díaz Álvarez
Estimating Energy Consumption in Evolutionary Algorithms by Means of FRBS - Towards Energy-Aware Bioinspired Algorithms. 229-240 - Saulo C. de A. Ferreira, Jerson dos S. Carvalho, Leonardo W. de Oliveira
Application of Robust Optimization Technique to the Energy Planning Problem. 241-252 - Luis Gomes
EnAPlug - An Environmental Awareness Plug to Test Energy Management Solutions for Households. 253-259 - Rafael Ochsendorf G. Souza, Ezequiel Silva Oliveira, Ivo Chaves da Silva Junior, André Luís Marques Marcato, Marcos T. B. de Oliveira:
Flower Pollination Algorithm Applied to the Economic Dispatch Problem with Multiple Fuels and Valve Point Effect. 260-270 - Luiz Eduardo de Oliveira
Dynamic and Static Transmission Network Expansion Planning via Harmony Search and Branch & Bound on a Hybrid Algorithm. 271-282 - Gabriel Santos
Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM. 283-294 - Alfredo Vellido, David L. García:
Electricity Rate Planning for the Current Consumer Market Scenario Through Segmentation of Consumption Time Series. 295-306
Artificial Intelligence in Transportation Systems
- Jeremias Dötterl
Towards Dynamic Rebalancing of Bike Sharing Systems: An Event-Driven Agents Approach. 309-320 - Hamid Eslami Nosratabadi, Hadi Fanaee-T
Mobility Mining Using Nonnegative Tensor Factorization. 321-330 - Pedro Marcelino, Maria de Lurdes Antunes, Eduardo Fortunato
Machine Learning for Pavement Friction Prediction Using Scikit-Learn. 331-342 - Gonçalo P. Matos, Luis Albino, Ricardo L. Saldanha
Optimising Cyclic Timetables with a SAT Approach - EPIA 2017. 343-354 - João Pereira, Arian Pasquali
Transportation in Social Media: An Automatic Classifier for Travel-Related Tweets. 355-366
Artificial Life and Evolutionary Algorithms
- Ahmed Hassan, Nelishia Pillay:
A Meta-Genetic Algorithm for Hybridizing Metaheuristics. 369-381 - André Luiz Farias Novaes, Ricardo Tanscheit
Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming. 382-394 - Renato R. M. Oliveira
GAVGA: A Genetic Algorithm for Viral Genome Assembly. 395-407 - António Simões, Tiago R. Baptista
Cartesian Genetic Programming in an Open-Ended Evolution Environment. 408-420 - Diego Bento A. Teixeira, Cassio T. Batista
A Genetic Algorithm Approach for Static Routing and Wavelength Assignment in All-Optical WDM Networks. 421-432
Business Applications of Artificial Intelligence
- Dulce Mota
A Recommender Model of Teaching-Learning Techniques. 435-446 - Saulo Ruiz, Pedro Gomes, Luís Rodrigues, João Gama
Credit Scoring in Microfinance Using Non-traditional Data. 447-458
Intelligent Robotics
- P. C. M. A. Farias
Approach for Supervising Self-localization Processes in Mobile Robots. 461-472 - Nima Shafii, P. C. M. A. Farias
Autonomous Interactive Object Manipulation and Navigation Capabilities for an Intelligent Wheelchair. 473-485 - Catarina Silva, Jayakorn Vongkulbhisal, Manuel Marques
Feedbot - A Robotic Arm for Autonomous Assisted Feeding. 486-497 - Andrea Tudico, Nuno Lau
Improving and Benchmarking Motion Planning for a Mobile Manipulator Operating in Unstructured Environments. 498-509
Knowledge Discovery and Business Intelligence
- Paula Branco, Luís Torgo
Exploring Resampling with Neighborhood Bias on Imbalanced Regression Problems. 513-524 - Luís Cavique
A Feature Selection Algorithm Based on Heuristic Decomposition. 525-536 - Pedro Cunha
Mining Rational Team Concert Repositories: A Case Study on a Software Project. 537-548 - Cristiano Galafassi, Fabiane Flores Penteado Galafassi, Rosa Maria Vicari:
Predictive Teaching and Learning. 549-560 - Pedro José Pereira
Multi-objective Learning of Neural Network Time Series Prediction Intervals. 561-572 - Miguel P. Monteiro, Nuno C. Marques
Toward a Token-Based Approach to Concern Detection in MATLAB Sources. 573-584 - Adriano Rivolli, Larissa C. Parker, André C. P. L. F. de Carvalho
Food Truck Recommendation Using Multi-label Classification. 585-596 - João Vinagre
Improving Incremental Recommenders with Online Bagging. 597-607
Knowledge Representation and Reasoning
- Carlos Areces
Tableaux for Hybrid XPath with Data. 611-623 - Pedro Cabalar, Jorge Fandinno, Luis Fariñas del Cerro, David Pearce, Agustín Valverde:
On the Properties of Atom Definability and Well-Supportedness in Logic Programming. 624-636 - Pedro Cabalar, Rodrigo Martín:
haspie - A Musical Harmonisation Tool Based on ASP. 637-642 - Ricardo Gonçalves
Iterative Variable Elimination in ASP. 643-656 - Filipe Gouveia
Logic-Based Encodings for Ricochet Robots. 657-669 - Mikolás Janota
An Achilles' Heel of Term-Resolution. 670-680 - João Marques-Silva, Alexey Ignatiev
Horn Maximum Satisfiability: Reductions, Algorithms and Applications. 681-694 - Sebastian Rudolph, Lukas Schweizer:
Not Too Big, Not Too Small... Complexities of Fixed-Domain Reasoning in First-Order and Description Logics. 695-708 - Zeynep G. Saribatur, Chitta Baral, Thomas Eiter:
Reactive Maintenance Policies over Equalized States in Dynamic Environments. 709-723
Multi-agent Systems: Theory and Applications
- Serkan Akdemir, Nadia Erdogan
Multi-agent Based File Replication and Consistency Management. 727-738 - Vânia Mendonça, Francisco S. Melo, Luísa Coheur
Online Learning for Conversational Agents. 739-750
Social Simulation and Modelling
- Kim Baraka
Simulating Behaviors of Children with Autism Spectrum Disorders Through Reversal of the Autism Diagnosis Process. 753-765 - Daniel Formolo
An Adaptive Simulation Tool for Evacuation Scenarios. 766-777 - Arlindo Rodrigues Galvão Filho
A Stochastic Approach of SIRC Model Using Individual-Based Epidemiological Models. 778-788 - Pia Ramchandani
Incorporating Learning into Decision Making in Agent Based Models. 789-800
Text Mining and Applications
- Filipe Batista, Álvaro Figueira
The Complementary Nature of Different NLP Toolkits for Named Entity Recognition in Social Media. 803-814 - Diana C. Cavalcanti, Ricardo B. C. Prudêncio:
Aspect-Based Opinion Mining in Drug Reviews. 815-827 - Hugo Gonçalo Oliveira
Unsupervised Approaches for Computing Word Similarity in Portuguese. 828-840 - Hugo Gonçalo Oliveira
Gradually Improving the Computation of Semantic Textual Similarity in Portuguese. 841-854 - Gil Rocha
Towards a Mention-Pair Model for Coreference Resolution in Portuguese. 855-867 - Gil Rocha
Recognizing Textual Entailment and Paraphrases in Portuguese. 868-879 - Pedro Saleiro
Learning Word Embeddings from the Portuguese Twitter Stream: A Study of Some Practical Aspects. 880-891
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