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ORCIDBRACIS 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, Carolina P. de Almeida, Sandra M. Venske, Josiel Neumann Kuk, Lucas M. Pavelski, Myriam Regattieri Delgado:
A Hyper-Heuristic for the Environmental/Economic Dispatch Optimization Problem. 7-12 - Alexandre Silvestre Ferreira, Richard Aderbal Gonçalves, Aurora Trinidad Ramirez Pozo:
A Multi-armed Bandit Hyper-Heuristic. 13-18 - Peter Frank Perroni, Daniel Weingaertner, Myriam Regattieri Delgado:
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, Heder S. Bernardino, Raul Fonseca Neto:
Stealthy Path Planning Using Navigation Meshes. 31-36
Session 2 - Data Mining and Machine Learning
- Bruno Costa, Wouter Caarls, Daniel Sadoc Menasché:
Dyna-MLAC: Trading Computational and Sample Complexities in Actor-Critic Reinforcement Learning. 37-42 - Pablo A. Jaskowiak, Ricardo J. G. B. Campello:
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, Luiz E. S. Oliveira:
An Adaptive Multi-level Framework for Forest Species Recognition. 92-97
Session 4 - Multi-agent Systems
- Alison R. Panisson, Felipe Meneguzzi, Renata Vieira, Rafael H. Bordini:
Towards Practical Argumentation in Multi-agent Systems. 98-103 - Maria Amélia Lopes Silva, Sérgio Ricardo de Souza, Marcone Jamilson Freitas Souza, Sabrina Moreira de Oliveira:
A Multi-agent Metaheuristic Optimization Framework with Cooperation. 104-109 - Lucas Leite, Thiago Alves Rocha, João F. L. Alcântara:
Merging Argumentation Systems. 110-115 - Marcio Fernando Stabile, Jaime Simão Sichman:
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, Gerard Ligozat, Marjan Safi-Samghabadi:
An Occlusion Calculus Based on an Interval Algebra. 128-133
Session 5 - Learning from Text
- Raquel Silveira, Vasco Furtado, Vládia Pinheiro:
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, Paulo Fernandes, Roger Granada, Renata Vieira:
The Impact of Contrastive Corpora for Term Relevance Measures. 146-151 - Larissa A. de Freitas, Renata Vieira:
Exploring Resources for Sentiment Analysis in Portuguese Language. 152-156 - Ricardo M. S. Budaruiche, Renata Wassermann, Diogo F. C. Patrão, Maria I. W. Achatz:
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, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva:
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, Eduardo C. Simões:
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, Andrei Strickler, Aurora T. R. Pozo, Roberto Santana:
Capturing Relationships in Multi-objective Optimization. 222-227 - Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr., Danilo Sipoli Sanches:
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, Aurora T. R. Pozo:
Reference-Point Based Multi-swarm Algorithm for Many-Objective Problems. 252-257 - Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva:
Solving NP-complete Problems Using Quantum Weightless Neuron Nodes. 258-263 - Renato R. Leme, André Grahl Pereira, Marcus Ritt, Luciana S. Buriol:
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, Rossana M. C. Andrade:
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, Romuere R. V. e Silva, Flávio H. D. Araújo, Fátima N. S. de Medeiros:
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, Marcia Rodrigues Campos de Aquino, Diego Geraldo, Marcos Eduardo Lopes Honorato, Luiz Henrique Moreira Dias:
A Computer Vision System for Guidance of VTOL UAVs Autonomous Landing. 333-338
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