@inproceedings{conf/icchp/SilvaFNND08, title = {Modeling a Hands-Free Controlled Power Wheelchair.}, author = {Ludmila C. A. Silva and Torsten Felzer and Geraldo G. Delgado Neto and Rainer Nordmann and Franco G. Dedini}, booktitle = {ICCHP}, crossref = {conf/icchp/2008}, editor = {Klaus Miesenberger and Joachim Klaus and Wolfgang L. Zagler and Arthur I. Karshmer}, pages = {1261-1268}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, url = {http://dblp.uni-trier.de/db/conf/icchp/icchp2008.html#SilvaFNND08}, volume = {5105}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/2e4807634c1812acbfb10fa0fc25c25d1/dblp}, description = {dblp}, date = {2008-07-18}, ee = {http://dx.doi.org/10.1007/978-3-540-70540-6_189}, isbn = {978-3-540-70539-0}, keywords = {dblp } } @inproceedings{conf/scsc/SantoniMTSN07, title = {A real-time interface simulator for operator's training: a proposed architecture.}, author = {Charles Santoni and Jean-Marc Mercantini and Maria de F. Q. V. Turnell and Alexandre Scaico and José A. do N. Neto}, booktitle = {SCSC}, crossref = {conf/scsc/2007}, editor = {Gabriel A. Wainer}, pages = {460-467}, publisher = {Simulation Councils, Inc.}, url = {http://dblp.uni-trier.de/db/conf/scsc/scsc2007.html#SantoniMTSN07}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/2465320ba218ee53d5dc3197fb7538481/dblp}, description = {dblp}, date = {2008-07-11}, ee = {http://doi.acm.org/10.1145/1357910.1357983}, isbn = {1-56555-316-0}, keywords = {dblp } } @article{journals/comcom/CerqueiraVNCMM08, title = {Mobility management for multi-user sessions in next generation wireless systems.}, author = {Eduardo Cerqueira and Luis Veloso and Augusto Neto and Marilia Curado and Edmundo Monteiro and Paulo Mendes}, journal = {Computer Communications}, number = {5}, pages = {915-934}, url = {http://dblp.uni-trier.de/db/journals/comcom/comcom31.html#CerqueiraVNCMM08}, volume = {31}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/2ffbcfbdd7e8c3be10c723de6d24fa613/dblp}, description = {dblp}, ee = {http://dx.doi.org/10.1016/j.comcom.2007.12.019}, date = {2008-07-07}, keywords = {dblp } } @inproceedings{conf/hpdc/Al-KiswanyGSYR08, title = {StoreGPU: exploiting graphics processing units to accelerate distributed storage systems.}, author = {Samer Al-Kiswany and Abdullah Gharaibeh and Elizeu Santos-Neto and George Yuan and Matei Ripeanu}, booktitle = {HPDC}, crossref = {conf/hpdc/2008}, editor = {Manish Parashar and Karsten Schwan and Jon B. Weissman and Domenico Laforenza}, pages = {165-174}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/hpdc/hpdc2008.html#Al-KiswanyGSYR08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/265f28524d4036e622d5def9e63d7724c/dblp}, description = {dblp}, date = {2008-07-02}, ee = {http://doi.acm.org/10.1145/1383422.1383443}, isbn = {978-1-59593-997-5}, keywords = {dblp } } @inproceedings{conf/hpdc/Santos-NetoAAGR08, title = {enabling cross-layer optimizations in storage systems with custom metadata.}, author = {Elizeu Santos-Neto and Samer Al-Kiswany and Nazareno Andrade and Sathish Gopalakrishnan and Matei Ripeanu}, booktitle = {HPDC}, crossref = {conf/hpdc/2008}, editor = {Manish Parashar and Karsten Schwan and Jon B. Weissman and Domenico Laforenza}, pages = {213-216}, publisher = {ACM}, url = {http://dblp.uni-trier.de/db/conf/hpdc/hpdc2008.html#Santos-NetoAAGR08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/2b8c8573b5dda1b9cbca7d912862b31b8/dblp}, description = {dblp}, date = {2008-07-02}, ee = {http://doi.acm.org/10.1145/1383422.1383451}, isbn = {978-1-59593-997-5}, keywords = {dblp } } @article{net01, title = {Untitled}, annote = {stripes and supercond. fermion boson}, author = {Castro A. H. Neto}, journal = {Phys. Rev. B}, pages = {104509}, volume = {64}, year = {2001}, biburl = {http://www.bibsonomy.org/bibtex/29346cac26015ca0217780c4dd935155e/jgl}, posted-at = {2008-03-07 13:36:28}, priority = {2}, citeulike-article-id = {2484315}, comment = {stripes and supercond. fermion boson}, keywords = {high-tc, htsct, theory } } @inproceedings{Souza:2006:ICTAI, title = {Using Correlation to Improve Boosting Technique: An Application for Time Series Forecasting}, address = {Arlington, USA}, author = {L. V. {de Souza} and A. T. R. Pozo and A. C. Neto}, booktitle = {8th IEEE International Conference on Tools with Artificial Intelligence, ICTAI '06}, month = {November}, pages = {26--32}, publisher = {IEEE}, year = {2006}, biburl = {http://www.bibsonomy.org/bibtex/2c02b968ed2600c0c2e0134a90d842315/brazovayeye}, abstract = {Time series forecasting has been widely used to support decision making, in this context a highly accurate prediction is essential to ensure the quality of the decisions. Ensembles of machines currently receive a lot of attention; they combine predictions from different forecasting methods as a procedure to improve the accuracy. This paper explores genetic programming and boosting technique to obtain an ensemble of regressors and proposes a new formula for the final hypothesis. This new formula is based on the correlation coefficient instead of the geometric median used by the boosting algorithm. To validate this method, experiments were performed, the mean squared error (MSE) has been used to compare the accuracy of the proposed method against the results obtained by GP, GP using a boosting technique and the traditional statistical methodology (ARMA). The results show advantages in the use of the proposed approach}, isbn = {0-7695-2728-0}, notes = {Dept. of Design, Fed. Univ. of Parana, Curitiba}, doi = {doi:10.1109/ICTAI.2006.118}, keywords = {algorithms, genetic programming } } @inproceedings{Souza:2007:cec, title = {The Boosting Technique Using Correlation Coefficient to Improve Time Series Forecasting Accuracy}, address = {Singapore}, author = {Luzia Vidal {de Souza} and Aurora T. R. Pozo and Joel M. C. {da Rosa} and Anselmo Chaves Neto}, booktitle = {2007 IEEE Congress on Evolutionary Computation}, editor = {Dipti Srinivasan and Lipo Wang}, month = {25-28 September}, organization = {IEEE Computational Intelligence Society}, pages = {1288--1295}, publisher = {IEEE Press}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/23a216ac0670558cbc422b8a9fadc9ba6/brazovayeye}, abstract = {Time series forecasting has been considered an important tool to support decisions in different domains. A highly accurate prediction is essential to ensure the quality of these decisions. Time series forecasting is based on historical data and the predictions are usually made using statistical methods. These characteristics make the forecasting problem an interesting application of Machine learning techniques, especially for Boosting techniques and Genetic Programming. Boosting techniques currently receive a lot of attention; they combine predictions from different forecasting methods as a procedure to improve the accuracy. This paper explores Genetic Programming (GP) and Boosting technique to obtain an ensemble of regressors and proposes a new formula for the updating of the weights and for the final hypothesis. This new formula is based on the correlation coefficient instead of the loss function used by traditional boosting algorithms, this new algorithm is called Boosting using Correlation Coefficient (BCC). To validate this method, experiments were accomplished using real, financial and artificial series generated by Monte Carlo Simulation. The results obtained by using this new methodology were compared with the results obtained from GP, GPBoost and the traditional statistical methodology (ARMA). The results show advantages in the use of the proposed approach.}, file = {1242.pdf}, isbn = {1-4244-1340-0}, notes = {CEC 2007 - A joint meeting of the IEEE, the EPS, and the IET. IEEE Catalog Number: 07TH8963C}, keywords = {algorithms, genetic programming } } @incollection{Albuquerque:2004:EMTP, title = {Evolutionary Computation and Parallel Processing Applied to the Design of Multilayer Perceptrons}, address = {Berlin}, author = {Ana Claudia M. L. Albuquerque and Jorge D. Melo and Adriao D. {Doria Neto}}, booktitle = {Evolvable Machines: Theory \& Practice}, chapter = {8}, editor = {Nadia Nedjah and Luiza {de Macedo Mourelle}}, pages = {181--203}, publisher = {Springer}, series = {Studies in Fuzziness and Soft Computing}, url = {http://www.springeronline.com/sgw/cda/frontpage/0,11855,5-175-22-33980449-0,00.html}, volume = {161}, year = {2004}, biburl = {http://www.bibsonomy.org/bibtex/28e380b6bfcd5354080b9df0a355c4a96/brazovayeye}, isbn = {3-540-22905-1}, notes = {Springer says published in 2005 but available Nov 2004}, keywords = {algorithms genetic } } @inproceedings{conf/isbi/ChakravartyRBEC08, title = {Development of FMRI techniques for planning in functional neurosurgery for Parkinson's disease.}, author = {M. Mallar Chakravarty and Pedro Rosa-Neto and Scott Broadbent and Alan C. Evans and D. Louis Collins}, booktitle = {ISBI}, crossref = {conf/isbi/2008}, pages = {1259-1262}, publisher = {IEEE}, url = {http://dblp.uni-trier.de/db/conf/isbi/isbi2008.html#ChakravartyRBEC08}, year = {2008}, biburl = {http://www.bibsonomy.org/bibtex/249762a5b8f79195ce8a5748f67e8d41f/dblp}, description = {dblp}, ee = {http://dx.doi.org/10.1109/ISBI.2008.4541232}, date = {2008-06-18}, keywords = {dblp } }