PUBLICATIONS

  • REFEREED JOURNALS

    SOUZA, A.J.; FRANCELIN, R. A.; LANCAS, F.M. - "Simplex Optimization of a Programmed Temperature Cappilary Gas Chromatographic Separation", Journal of High Resolution Chromatography - HRG , pp. 407-411, June 1991.

    FRANCELIN, R. A.; GOMIDE, F.A.C.; LAN\c CAS, F.M. - "Use of Artificial Neural Networks for the Classification Vegetable Oils After GC Analysis". Chromatographia , V.3, no. 3/4, p. 160-6, 1993.

    PORTO, A.J.V; MORANDIN Jr., O; VARGAS, J.B; POLITANO, P.R. e INAMASU, Y. and FRANCELIN, R. A., "Modelo de controle de AGVs em FMS baseado em redes neurais", M\'aquinas e Metais , pp. 76 a 82, Nov., 1994.

    ROMERO, R.A.F.,"Optimizaci\'on de Sistemas a trav\'es de Redes Neuronales Multicapa", {\em Revista Informacio\'on Tecnol\'ogica}, ISSN 0716-8756, vol. 9, no. 3, May-Jun/98 (to appear).

  • REFEREED CONFERENCE PROCEEDINGS

    BALLINI, R. and FRANCELIN, R., "Previsao Chuva/Vazao Usando Rede de Kohonen vs. Rede Multi-Camadas". In Anais do III CONGRESSO BRASILEIRO DE REDES NEURAIS, IV ESCOLA DE REDES NEURAIS, Florian\'opolis, pp. 133-138, julho 1997. (in portuguese)

    OLIVEIRA, P. R., FRANCELIN, R., "A Comparision between PCA Neural Networks and the JPEG Standard for Performing Image Compression", Proc. IEEE II-WCV'96, IFSC-USP, 1997.

    FRANCELIN, R. A., "Otimizacao de sistemas atraves de redes neurais multi-camadas". In: CONGRESSO BRASILEIRO DE AUTOMATICA, 11, Sao Paulo, 1996. Anais. Sao Paulo, v.3, SBA, 1996. p.1585-90. (in portuguese)

    PROSDOCIMO, M.Z. and FRANCELIN, R., ``A Neural Network-Based Talker System for Portuguese Text``, Proc. ICSPAT'96 - Int. Conf. on Signal Processing Applications \& Technology, pp. 1735-1739, oct. 1996.

    PROSDOCIMO, M.Z. and FRANCELIN, R., ``Mapping Portuguese Text to Speech by Using Neural Networks'', Proc. WCNN - World Congress on Neural Networks, pp. 74-77, sept. 1996.

    FRANCELIN, R.; MARTINEZ, L., "Solving a hydroelectric potential systems by using recurrent multi-layer perception". IN: La\-tin-Ibe\-ri\-an-Ame\-ri\-can Congress on Operation Research and System Engineering, Simposio Brasi\-lei\-ro de Pesquisa Ope\-ra\-ci\-onal, 28, Rio de Janeiro, Anais dos Resumos Estendidos. p.1313-18, sept. 1996.

    FRANCELIN, R.A.; BALLIN, R.; ANDRADE,M.G., "Back-propagation and box jekins approaches to streamflow forescasting". IN: La\-tin-Ibe\-ri\-an-Ame\-ri\-can Con\-gress on Operation Research and System Engineering, Simposio Brasi\-lei\-ro de Pesquisa Ope\-ra\-ci\-onal, 28, Rio de Janeiro, Anais dos Resumos Estendidos. p.1306-1312, sept. 1996.

    BALLINI, R.; GOMES, A. and FRANCELIN, R. A., "Previsao Chuva/Vazao usando rede de Kohonen vs. metodo dos visinhos mais proximos", accept to be presented in the XXII Latinamerican Conf. of Informatics - CLEI Panel 96, to be held in Bogota, Colombia, June 3-7, 1996.

    FRANCELIN, R. and GOMIDE, F., "Mustistage Control of Nonfuzzy Systems in Fuzzy Environments by using Neural Networks", Proc. VI Int. Fuzzy Syst. Association World Congress - IFSA'95 , vol. II, pp. 01-04, 1995.

    FRANCELIN, R. and GOMIDE, F., "A Class of Neural Networks for Dynamic Programming", Proc. VI Int. Fuzzy Syst. Association World Congress - IFSA'95 , vol. II, pp. 221-224, 1995.

    KACPRZYK, J.; FRANCELIN, R. and GOMIDE, F., " Mustistage Fuzzy Control Problem Classes and their Solution via Dynamic Programming, Branch-and-Bound and Genetic Algorithm ", Proc. VI Int. Fuzzy Syst. Association World Congress - IFSA'95 , vol. II, pp. 213-216, 1995.

    FRANCELIN, R. A.; GOMIDE, F. A. C. - "A Neural Network for N-Stage Optimal Control Problems", Proc. IEEE Int. Conf. Neural Networks} - ICNN'94 , vol. 7, pp. 4508-4513, Orlando-FL, USA, July 1994.

    FRANCELIN, R. A., "Uma Classe de Redes Neurais para Programacao Dinamica", Proc. II SBRN - Simposio Brasileiro de Redes Neurais , pp. 179-183, 1995. (in portuguese)

    PROSDOCIMO, M. Z and FRANCELIN, R. A., "Mapeamento de Texto na Lingua Portuguesa em Voz Utilizando Redes Neurais", Proc. II SBRN - Simposio Brasileiro de Redes Neurais , pp. 113-117, 1995 (in portuguese)

    FRANCELIN, R. A.; GOMIDE, F. A. C. - "Decision Making in a Fuzzy Environment by using Neural Networks", Proc. Brasil-Japan Joint Symposium on Fuzzy Systems , pp. 194-199, Campinas-SP, July 1994.

    FRANCELIN, R. A.; GOMIDE, F.A.C. - "A Neural Network to Solve Discrete Dynamic Programming Problems", Proc. IEEE Int. Conf. Neural Networks - ICNN'93 , vol. II, pp. 1433-1438, San Francisco-CA, USA, Mar. 1993.

    FRANCELIN, R. A.; GOMIDE, F.A.C. - "A Neural Network for Fuzzy Decision Making Problems", Proc. 2nd IEEE Int. Conf. on Fuzzy Systems , vol. I, pp. 655-660, San Francisco-CA, USA, Mar. 1993.

    FRANCELIN, R. A.; GOMIDE, F.; RICARTE, I. - "System Optimization With Artificial Neural Networks: Parallel Implementation Using Transputers", Proc. IEEE International Joint Conference of Neural Networks, IJCNN'92 , v.4, p. 630-5, , Baltimore-MD, USA, 1992.

    LANCAS, F.M. - "Classification of Edible Oils Using Neural Networks". Proc. do Int. Meeting on Fats Oils Technology Symposium and Exibition , Campinas-SP, pp. 82-86, julho, 1991.

    FRANCELIN, R. A.; GOMIDE, F.A.C. e LOPARO, K. - "System Optimization With Artificial Neural Networks", Proc. IEEE Int. Joint Conf. on Neural Networks - IJCNN'91 , vol. 3, pp. 2639-2644, Singapura, Nov. 1991.

    PEREZ, P. A.; FRANCELIN, R. A.; Monard, M. C., "Implementacao de um Jogo de Damas Utilizando uma Rede Neural Multi-Camadas Associada a uma Heuristica", Anais do CBRN - Congr. Nac. de Redes Neurais , Itajuba-MG, pp. 353-357, 1994. (in portuguese)

    PORTO, A.J.V, VARGAS, J.B, MORANDIN Jr, O., POLITANO, P. R. and INAMASU, R.Y.; FRANCELIN, R. A. - "Controle de Veiculos Auto-guiados em Sistemas Flexiveis de Manufatura baseado em Perceptrons", Proc. Congr. Nacional de Automacao Industrial - CONAI , CD-ROM, Sao Paulo-SP, Julho 1994. (in portuguese)

    PEREZ, P.A.S; FRANCELIN, R. A., "Implementacao Paralela da Rede Neural Multi-Camadas Utilizando a Linguagem OCCAM", Proc. I Simposio Brasileiro de Redes Neurais - SBRN , pp. 69-74, 1994. (in portuguese)

    FRANCELIN, R. A.; GOMIDE, F. A. C. - "Uma Rede Neural Recorrente para resolver o Problema da Mochila", Anais do XXV Simposio Brasileiro de Pesquisa Operacional - SOBRAPO , pp. 599-603, Nov. 1993. (in portuguese)

    FRANCELIN, R. A.; GOMIDE, F. A. C. - "Uma Rede Neural com Realimentacao para resolver Problemas de Controle Otimo", Anais do I Simposio Brasileiro de Automacao Inteligente , pg. 58-66, Set. 1993. (in portuguese)

    VIEIRA, L. R.; FRANCELIN, R. A.; MONARD, M. C.," Classificacao de padroes usando a rede de Kohonen", Anais do I Simposio de Iniciacao Cientifica do Instituto de Ciencias Matematicas de Sao Carlos , USP, p. 13-6, abril 1993. (in portuguese)

    FRANCELIN, R.A. - "Uma Introducao a Redes Neurais". Anais do Workshop Sobre Redes Neurais , Sao Carlos, UFSCar, p. 20-33, 1992. (in portuguese)

    SOUZA, A. J.; FRANCELIN, R. A., "Otimizacao Via Simplexos de Sistemas Quimicos". Anais do XII CNMAC , Sao Jose do Rio Preto, pp. 477-480, 1989. (in portuguese)

    FRANCELIN, R. A.; ARENALES, M. N.; ANDRADE, C. M. F. - "Um Algoritmo para Aproximar a Solucao de um Sistema Linear Inconsistente na Norma de Chebyshev - Resultado Num\'erico". Anais do IX CNMAC , Brasilia, pp. 180-184, 1986. (in portuguese)

    FRANCELIN, R. A.; ARENALES, M. N.; ANDRADE, C. M. F. - "Resolucao de Sistemas Lineares Inconsistentes Usando a Norma de Chebyshev". Anais do VIII CNMAC , Florianopolis, pp. 193-197, 1985. (in portuguese)

    FRANCELIN, R. A.; ARENALES, M. N.; ANDRADE, C. M. F. - "Relaxamento da Hipotese do Metodo Ascendente "EXCHANGE" para Resolucao de Sistemas Lineares". Anais XV Coloquio de Matematica , Pocos de Caldas, pp. 439-444, 1985. (in portuguese)

  • OTHER PUBLICATIONS

    MARTINEZ, L. and FRANCELIN, R., "Solucaoo de Problemas de Otimizacao atraves de Redes Neurais Multi-Camadas Recorrentes". II Workshop de Teses e Dissertacoes do Programa de Pos-Graduacao da Area de Ciencias de Computacao e Matematica Computacional - ICMSC-USP, Sao Carlos-SP, 1997, pp. 163-172.

    BALLINI, R. and FRANCELIN, R., "Redes Neurais Artificiais para Previsao Chuva/Vazao". In Anais II Workshop de Teses e Dissertacoes Defendidas - ICMSC - SC - USP, pp. 173-182, 1997.

    FRANCELIN, R., BALLINI, R. and GOMES. M.A., " Back- Propagation vs. Box and Jenkins Model to Streamflow Forecasting", Notas - ICMSC - USP - Sao Carlos, No. 38, 1997.

    MILARE,C.; FRANCELIN,R.A., "Programa\c c\~ao em FORTRAN - Vers\~ao 5.1", RT/ICMSC-USP, 1996.

    FRANCELIN, R. A.; PROSDOCIMO, M. Z., Microsoft Works , Folha de Sao Paulo: Informatica, p.6, ago/95. (newspaper article)

    SANTOS, V. P.; FRANCELIN, R. A., "Utilizacao do Matlab para o desenvolvimento de Redes Neurais", RT no. 18, ICMSC-USP, 83 pags., Sao Carlos-SP, 1994.

    VIEIRA, L. R.; FRANCELIN, R. A., "A Rede de Kohonen", RT no. 031, ICMSC-USP, 23 p., Sao Carlos-SP, 1994.

    FRANCELIN, R. A.; PEREZ, P., Veja como sao os Works para Macintosh - Avaliacao dos integrados para Macintosh , da Apple, Microsoft e Word Perfect, Folha de Sao Paulo: Informatica, p. 12, sept/94. (newspaper article)

    ROMA, V. C.; FRANCELIN, R. A., "Classificacao e Reconhecimento de Oleos Brasileiros usando Redes Neurais", Anais do XVI - CNMAC-93 , p.100, 1993.

    FRANCELIN, R. A.; GOMIDE, F. C., " A neural network for discrete-time optimal control problems", RT no. 09/93, DCA/FEE/UNICAMP, 32 p., Campinas-SP, 1993.

    FRANCELIN, R. A.; GOMIDE, F.A.C. - "A Neural Network to Solve Discrete Dynamic Programming Problems". , RT no. 016/92, DCA/FEE/UNICAMP, 40 p., Campinas-SP, 1992.

    FRANCELIN, R. A.; GOMIDE, F.A.C. - "A Neural Network to Fuzzy Decision Making Problems", RT no. 018/92, DCA/FEE/UNICAMP, 29 p., Campinas-SP, 1992.

    FRANCELIN, R. A.; RICARTE, I.; GOMIDE, F. - "Parallel Implementation of Neural Networks for Optimization Problems Using a Transputer System", RT no. 021/91, DCA/FEE/UNICAMP, Campinas-SP, 1991.

    FRANCELIN, R. A.; LANCAS, F. M., GUIZO, S. J. e BERTON, S. R., "Classification of Edible Oils using Neural Networks", Book of Abstracts do International Meeting on Fats Oils and Technology - Symposium and Exibition , Campinas, T-15, 1991.

    FRANCELIN, R. A.; GOMIDE, F.A.C.; LOPARO, K. - "Notes on System Optimization With Artificial Neural Networks". RT no. 016/90, DCA/FEE/UNICAMP , Campinas-SP, 1990.

    FRANCELIN, R. A.; LANCAS, F. M.; SOUZA, A. J. - "Otimizacao Cromatografica (HRGC) de Compostos Volateis em Bebidas Atraves de Aplicacoes Sequenciais de Simplexos". Book of Abstracts do III-COLACRO , Aguas de Sao Pedro, 1990.