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BRACIS 2015: Natal, Brazil
- 2015 Brazilian Conference on Intelligent Systems, BRACIS 2015, Natal, Brazil, November 4-7, 2015. IEEE Computer Society 2015, ISBN 978-1-5090-0016-6
Session 1 - Hyper-Heuristics and Optimization
- Giovani Guizzo
, Silvia Regina Vergilio, Aurora T. R. Pozo
Evaluating a Multi-objective Hyper-Heuristic for the Integration and Test Order Problem. 1-6 - Richard A. Gonçalves
A Hyper-Heuristic for the Environmental/Economic Dispatch Optimization Problem. 7-12 - Alexandre Silvestre Ferreira, Richard Aderbal Gonçalves
A Multi-armed Bandit Hyper-Heuristic. 13-18 - Peter Frank Perroni
Automated Iterative Partitioning for Cooperatively Coevolving Particle Swarms in Large Scale Optimization. 19-24 - Vinícius Veloso de Melo, Benjamin Fowler, Wolfgang Banzhaf:
Evaluating Methods for Constant Optimization of Symbolic Regression Benchmark Problems. 25-30 - Matheus R. F. Mendonça
Stealthy Path Planning Using Navigation Meshes. 31-36
Session 2 - Data Mining and Machine Learning
- Bruno Costa, Wouter Caarls
Dyna-MLAC: Trading Computational and Sample Complexities in Actor-Critic Reinforcement Learning. 37-42 - Pablo A. Jaskowiak
A Cluster Based Hybrid Feature Selection Approach. 43-48 - Danilo C. G. de Lucena, Ricardo B. C. Prudêncio:
Semi-supervised Multi-label k-Nearest Neighbors Classification Algorithms. 49-54 - Luan Soares Oliveira, Gustavo E. A. P. A. Batista:
IGMM-CD: A Gaussian Mixture Classification Algorithm for Data Streams with Concept Drifts. 55-61 - Davi Pereira dos Santos, André C. P. L. F. de Carvalho
Selectively Inhibiting Learning Bias for Active Sampling. 62-67 - Anísio Lacerda:
Contextual Bandits for Multi-objective Recommender Systems. 68-73
Session 3 - Best Papers Indications
- Gilberto Viana de Oliveira, Murilo Coelho Nald:
Scalable Fast Evolutionary k-Means Clustering. 74-79 - Vinícius Veloso de Melo, Wolfgang Banzhaf:
Predicting High-Performance Concrete Compressive Strength Using Features Constructed by Kaizen Programming. 80-85 - Murilo Zangari de Souza, Aurora Trinidad Ramirez Pozo
Multiobjective Binary ACO for Unconstrained Binary Quadratic Programming. 86-91 - Paulo Rodrigo Cavalin, Marcelo N. Kapp
An Adaptive Multi-level Framework for Forest Species Recognition. 92-97
Session 4 - Multi-agent Systems
- Alison R. Panisson, Felipe Meneguzzi, Renata Vieira
Towards Practical Argumentation in Multi-agent Systems. 98-103 - Maria Amélia Lopes Silva, Sérgio Ricardo de Souza, Marcone Jamilson Freitas Souza
A Multi-agent Metaheuristic Optimization Framework with Cooperation. 104-109 - Lucas Leite, Thiago Alves Rocha
Merging Argumentation Systems. 110-115 - Marcio Fernando Stabile
Evaluating Perception Filters in BDI Jason Agents. 116-121 - Suelen Mapa de Paula, Micael Cabrera Carvalho, Ricardo Ribeiro Gudwin
Building Up Conceptual Spaces: An ESOM Supported Strategy. 122-127 - Paulo E. Santos
An Occlusion Calculus Based on an Interval Algebra. 128-133
Session 5 - Learning from Text
- Raquel de V. Silveira
Ranking Keyphrases from Semantic and Syntactic Features of Textual Terms. 134-139 - Erick Galani Maziero, Graeme Hirst, Thiago Alexandre Salgueiro Pardo
Adaptation of Discourse Parsing Models for the Portuguese Language. 140-145 - Lucelene Lopes
The Impact of Contrastive Corpora for Term Relevance Measures. 146-151 - Larissa A. de Freitas
Exploring Resources for Sentiment Analysis in Portuguese Language. 152-156 - Ricardo M. S. Budaruiche
Li-Fraumeni Ontology: A Case Study of an Ontology for Knowledge Discovery in a Cancer Domain. 157-162 - Roberto H. W. Pinheiro, George D. C. Cavalcanti, Tsang Ing Ren:
Text Categorization Based on Dissimilarity Representation and Prototype Selection. 163-168
Session 6 - Neural Networks
- Fernando M. de Paula Neto
Fitting Parameters on Quantum Weightless Neuron Dynamics. 169-174 - Rafael Meneses Santos, Leonardo N. Matos, Hendrik T. Macedo, Jugurta Montalvão
Speech Recognition in Noisy Environments with Convolutional Neural Networks. 175-179 - Francisco de A. T. de Carvalho
A Set-Medoids Vector Batch SOM Algorithm Based on Multiple Dissimilarity Matrices. 180-185
Session 7 - Computational Intelligence (Poster Presentation)
- Karen Braga Enes, Saulo Moraes Villela, Raul Fonseca Neto:
A Novel Ensemble Approach Based on Balanced Perceptrons Applied to Microarray Datasets. 186-191 - Thiago Muniz Stehling, Sérgio Ricardo de Souza, Moacir F. de França Filho:
A Parallel Approach of a Hybrid Particle Swarm Optimization Algorithm to Solve the Vehicle Routing Problem with Time Windows. 192-197 - Henry E. L. Cagnini, Ana T. Winck, Rodrigo C. Barros
A Portable OpenCL-Based Approach for SVMs in GPU. 198-203 - Kalyf Abdalla Buzar Lima, Kelson Rômulo Teixeira Aires, Francisco Wender Pereira Dos Reis:
Adaptive Method for Segmentation of Vehicles through Local Threshold in the Gaussian Mixture Model. 204-209 - Jurasildo O. Reinaldo, Rosiery S. Maia, Anderson Abner Souza:
Adaptive Navigation for Mobile Robots with Object Recognition and Ontologies. 210-215 - Anísio Lacerda, Adriano Veloso, Nivio Ziviani:
Adding Value to Daily-Deals Recommendation: Multi-armed Bandits to Match Customers and Deals. 216-221 - Gian Mauricio Fritsche
Capturing Relationships in Multi-objective Optimization. 222-227 - Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr.
Comparative Study of Genetic Algorithm and Ant Colony Optimization Algorithm Performances for the Task of Guitar Tablature Transcription. 228-233 - Michael O. Cruz, Hendrik T. Macedo, Adolfo P. Guimarães:
Grouping Similar Trajectories for Carpooling Purposes. 234-239 - Victor Guimarães, Aline Paes
Looking at the Bottom and the Top: A Hybrid Logical Relational Learning System Based on Answer Sets. 240-245 - Gabriel Moura, Mauro Roisenberg:
Probabilistic Fuzzy Naive Bayes. 246-251 - Andre Britto
Reference-Point Based Multi-swarm Algorithm for Many-Objective Problems. 252-257 - Fernando M. de Paula Neto
Solving NP-complete Problems Using Quantum Weightless Neuron Nodes. 258-263 - Renato R. Leme, André Grahl Pereira, Marcus Ritt
Solving Sokoban Optimally with Domain-Dependent Move Pruning. 264-269 - Marcelo Bassani de Freitas, George D. C. Cavalcanti, Robert Sabourin:
Transducer State Prediction System for Smart Environment Intelligent Control. 270-275 - Rafael Bomfim, Vasco Furtado:
Using Markov Models to Learn the Sentiment of Soccer Fans from Bets and the Result of Matches. 276-281
Session 8 - Learning and Recommender Systems
- Douglas Veras da Silva, Ricardo B. C. Prudêncio, Carlos Ferraz, Alysson Bispo, Thiago Monteiro Prota:
Context-Aware Techniques for Cross-Domain Recommender Systems. 282-287 - Lucas Pupulin Nanni, Valéria Delisandra Feltrim:
Desire: A Dynamic Approach for Exploratory Search Results Recommendation. 288-293 - Eden P. da Silva, Carlos A. Estombelo-Montesco, Ewaldo Eder Carvalho Santana
KSIG: Improving the Convergence Rate in Adaptive Filtering Using Kernel Hilbert Space. 294-298 - Ana Carolina Lorena, Luís Paulo Faina Garcia, André C. P. L. F. de Carvalho
Adapting Noise Filters for Ranking. 299-304 - Alisson S. C. Alencar, Weslley L. Caldas, João Paulo Pordeus Gomes, Amauri H. de Souza, Paulo A. C. Aguilar, Cristiano Rodrigues, Wellington Franco, Miguel F. de Castro
MLM-rank: A Ranking Algorithm Based on the Minimal Learning Machine. 305-309
Session 9 - Applications
- Paulo Henrique Pisani, Ana Carolina Lorena, André C. P. L. F. de Carvalho
Ensemble of Adaptive Algorithms for Keystroke Dynamics. 310-315 - Rodrigo M. S. Veras
SURF Descriptor and Pattern Recognition Techniques in Automatic Identification of Pathological Retinas. 316-321 - Anderson Tenório Sergio, Teresa Bernarda Ludermir:
Deep Learning for Wind Speed Forecasting in Northeastern Region of Brazil. 322-327 - Francisco Caio M. Rodrigues, Lucas P. Queiroz, João Paulo Pordeus Gomes, Javam C. Machado:
Predicting Overtemperature Events in Graphics Cards Using Regression Models. 328-332 - Felipe Leonardo Lôbo Medeiros, Vitor Conrado Faria Gomes
A Computer Vision System for Guidance of VTOL UAVs Autonomous Landing. 333-338
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