Publicações

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Journals

IEEE Transactions on Geoscience and Remote Sensing

full paper

Luckman, A.J.; Baker, J.; Kuplich, T.M.; Yanasse, C.C.F.; Frery, A.C. A study of the relationship between radar backscatter and regenerating tropical forest biomass for spaceborne SAR instruments. Remote Sensing of Environment, 59(2):180-190, 1997. (full paper).

Michael Elhadad , Kathy McKeown and Jacques Robin. Floating constraints in lexical choice. Computational Linguistics. To appear, 1996. ( full paper ).

Jacques Robin and Kathy McKeown. Empirically designing and evaluating a new revision-based model for summary generation. Artificial Intelligence, special issue on empirical methods. Vol. 85, Aug. 1996. 57p., 182K. ( full paper ).

Soares, J.V.; Rennó, C.D.; Formaggio, A.R.; Yanasse, C.C.F.; Frery, A.C. Evaluation of texture features for crops discrimination using SAR. Remote Sensing of Environment, 59(2): 234-247, 1997.

Yanasse, C.C.F.; Sant'Anna, S.J.S.; Frery, A.C.; Rennó C.D.; Soares, J.V.; Luckman, A.J. Exploratory study of the relationship between tropical forest regeneration stages and SIR-C L and C data. Remote Sensing of Environment, 59(2):180-190, 1997. (full paper).

Luckman, A.J.; Frery, A.C.; Yanasse, C.C.F.; Groom, G.B. Texture in airborne SAR imagery of tropical forest and its relationship to forest regeneration stage. International Journal of Remote Sensing, 18(6):1333-1349, 1997.

Adeodato P. J. L., Taylor J. G.;
Storage capacity of RAM-based neural networks: Pyramids.
In: Neural Network World, 6 (3), pp. 241 - 249, 1996.
Paper(550 kB), Compressed Paper(121 kB)

Kathy McKeown, Jacques Robin and Karen Kukich. Generating concise natural language summaries. Information Processing and Management, special issue on summarization. Vol. 31, Number 5, Sep. 1995. 43p., 91K ( full paper ).

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. Efficient detection of spurious inputs for improving the robustness of MLP networks in practical applications. Neural Computing & Applications, 3 (4), 202-212, Springer-Verlag, 1995. (abstract, full paper)

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. Investigating feedforward neural networks with respect to the rejection of spurious patterns. Pattern Recognition Letters, 16 (2), 207-212, Elsevier-Science B.V., 1995. (abstract, full paper)

Barros, F.A., DeRoeck, A. Anaphora Resolution in SQUIRREL, a Natural Language Interface to Databases. AISB Journal, No. 88, 25-27, 1994.

Ludermir, T.B. e De Oliveira, W.R. Weightless Neural Models. Computer Standards & Interfaces, Vol. 16, 253-263, 1994.

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. Enhanced reliability of multilayer perceptron networks through controlled pattern rejection. Electronics Letters, Vol. 29, No. 3, 261-263, 1993.

Carvalho Filho, E. C. B., Fairhurst, M. C., Bisset, D. L. Architectures for Goal-Seeking Neurons, Journal of Intelligent Systems, Vol 2, 95-120, 1992.

Bustos, O.H.; Frery, A.C. Reporting Monte Carlo results in statistics: suggestions and an example. Revista de la Sociedad Chilena de Estad\155stica, 9(2):46- 95, Dec. 1992.( Full paper ).

Bustos, O.H.; Frery, A.C. A contribution to the study of Markovian degraded images: an extension of a theorem by Geman and Geman. Computational and Applied Mathematics, 11(1):17-29, Jan.; (3):281-285, Sept.1992.

Carvalho Filho, E. C. B., Fairhurst, M. C., Bisset, D.L. An Analysis of the Saturation Problem in RAM-Based Neural Networks, Electronic Letters, Vol. 28, No. 4., 345-346, 1992.

Ludermir, T.B. Computability of Logical Neural Networks. Journal of Intelligent Systems, Vol. 2, No. 1, 261-290, 1992.

Frery, A.C. Monte Carlo determination of the convergence time of two cluster-flip algorithms in the Ising model. Revista Brasileira de Fisica, 21(4):482-491, dec. 1991.

Carvalho Filho, E. C. B., Fairhurst, M. C., Bisset, D.L. Adaptive Pattern Recognition Using Goal-Seeking Neurons, Pattern Recognition Letters, 12, 131-138, Elsevier-Science B.V., 1991.

Frery, A.C. Enlatados vs. bibliotecas de subrotinas. Boletim da Associacao Brasileira de Estatistica, IV(10):14-37, maio 1988.

Book Chapters

Adeodato P. J. L., Taylor J. G.;
A modular approach to storage capacity.
In: Weightless Neural Networks, James Austin (ed.),
World Scientific Publishers, UK, (To be published in 1997).

Karen Kukich, Kathy McKeown, James Shaw, Jacques Robin, Neil Morgan and Jim Phillips. User-needs analysis and design methodology for an automated document generator. In ``Current Issues in Computational Linguistics: In Honour of Don Walker''. Zampolli, A., Calzolari, N. and Palmer, M. Eds. 1994, Kluwer Academic Press, Boston. ( full paper ).

Jacques Robin. `À revision-based generation architecture for reporting facts in their historical context. In New Concepts in Natural Language Generation: Planning, Realization and Systems, Horacek, H. and Zock, M. Eds. Frances Pinter 1993, London and New York. ( full paper ).

Michael Elhadad and Jacques Robin. Controlling content realization with functional unification grammars. In Aspects of automated natural language generation. Dale, R., Hovy, H., Roesner, D. and Stock, O. Eds. 1992, Springler-Verlag. ( full paper ).

Kathy McKeown, Michael Elhadad, Yumiko Fukumoto, Jong Lim, Christina Lombardi, Jacques Robin and Frank Smadja. Text generation in COMET. In ``Current Research in Natural Language Generation''. Dale, R., Mellish, C.S. and Zock, M. Eds. 1990, Academic Press.

Lecture Notes

Vasconcelos, Germano C., Edson Carvalho Filho, Teresa B. Ludermir, Dibio L. Borges, Redes Neurais : Filosofia, Teoria, Modelagem e Aplicações. XV Jornada de Atualização em Informática (JAI'96) do XVI Congresso da Sociedade Brasileira de Computação (SBC'96), Recife-PE, 4-9 de Agosto 1996. (full manuscript).

Vasconcelos, G.C. Redes Neurais e Reconhecimento de Padrões, Apostila de Tutorial, 2o Simpósio Brasileiro de Redes Neurais, São Carlos - SP, Brasil, 1995. 18p. (full manuscript). In Portuguese .

Dutra, L.V.; Frery, A.C.; Krug, T.; Mascarenhas, N.D.A.; Sant'Anna, S.J.S.; Yanasse, C.F.C. Alguns aspectos de modelagem estatística de dados de sensoriam ento remoto. Curitiba, INPE/SBC, maio 1993. Notas de curso do Simpósio Brasileiro de Sensoriamento Remoto, 7. 25 p.

Frery, A.C. Processamento estocástico de imagens. Buenos Aires, Facultad de Ciencias Exactas y Naturales, Universidad Nacional de Buenos Aires, 1992. Notas de curso da Escuela de Ciencias Informáticas '92. 38 p.

Bustos, O.H.; Frery, A.C. Simulação estocástica: teoria e algoritmos (versão completa). Bustos, O.H.; Frery, A.C. Rio de Janeiro, IMPA, 1992. (Monografias de Matemática 49). 148 p.

Bustos, O.H.; Frery, A.C. Simulação estocástica: teoria e algoritmos. Rio de Janeiro, IMPA/Associação Brasileira de Estatística, 1992. Notas de curso do Simpósio Brasileiro de Probabilidade e Estatística, 10. 152 p.

Conferences and Workshops

(1996)

Storage capacity of the single RAM-based neuron

Paper

Compressed Paper

Adeodato P. J. L., Taylor J. G.;
Autoassociative memory with high storage capacity
In: Lecture Notes in Computer Science, 1112, pp. 29 - 34, C. von der Malsburg, W. von Seelen, J. C. Vorbrueggen, B. Sendhoff (eds.), Proceedings of ICANN'96, Bochum, Germany.
Paper(325 kB), Compressed Paper(67 kB)

Amaral, F.C.T. do, Ramos, P.G., Vasconcelos, G.C. Uma ferramenta gráfica para a visualização de superfícies de decisão em redes neurais. In: Proceedings of The Third Brazilian Symposium on Neural Networks, pp. 261-268, Recife - PE, November 1996.

Muller, H.J.; Frery, A.C.; Yanasse, C.C.F.; Santanna, S.J.S. Statistical description of urban areas. In: Progress in Electromagnetics Research Symposium 1996, Inssbruck, Austria, to appear.

Marar, J.F., Carvalho Filho, E.C.B., Vasconcelos, G.C. Function Approximation by Polynomial Wavelets Generated from Powers of Sigmoids. Proceedings of SPIE-Aerosense'96 - 10th Annual International Aerosense Symposium. Vol. 2762-Wavelet Applications III. pp 365-374, Orlando 1996. (full paper)

Marar, J.F., Carvalho Filho, E.C.B., Vasconcelos, G.C. Wavelets Polinomiais: Uma Família de Funções Splines para Aplicaçõões em Processamento de Sinais e Imagens . In: Proceedings IX Simpósio Brasileiro de Computação Gráfica e Processamento de Imagens. Caxambu - MG, Brasil, outubro de 1996.

Vasconcelos, G.C. Why is neural network validation important ? In: Proceedings of The Third Brazilian Symposium on Neural Networks, pp. 159-166, Recife - PE, November 1996.

(1995)

Analysis of the storage capacity of RAM-based neural networks

Paper

Compressed Paper

Adeodato P. J. L., Taylor J. G.;
Recurrent neural networks with pRAMs
In: Proceedings of ICANN'95, vol.1, pp. 607 - 612, F. Fogelman-Soulie & P.Gallinari (eds.), Paris, France, 1995.
Paper(421 kB), Compressed Paper(100 kB)

Frery, A.C.; Yanasse, C.C.F.; SantÁnna, S.J.S. Alternative distributions for the multiplicative model in SAR images. In: 1995 International Geoscience and Remote Sensing Symposium, Italy, Jul. 10-14 1995. Quantitative remote sensing for science and applications. Florence, Italy, IEEE, v. 1, p. 169-171.

Frery, A.C.; Yanasse, C.C.F.; SantÁnna, S.J.S. Statistical characterization of SAR data: the multiplicative model and extensions. In: Simposio Latinoamericano de Percepción Remota (SELPER), 7, México, nov. 1995. Latinoamérica evaluada desde el espacio. México , s.e., 1995, pp. 502-515.

Ludermir, T.B. e De Oliveira, W.R. Taxonomy and Description of Weightless Neural Systems. In SEMISH'95/CLEI'95, XXII Seminario Integrado de Software e Hardware, Canela, Rio Grande do Sul, Brazil, pp. 825-837, 1995.

Medeiros, A. G. M., Gomes, H. M., Carvalho Filho, E.C.B. Off-Line Signature Recognition Using a Neuro-Fuzzy Classifier, International Fuzzy System Association World Congress- IFSA'95, Sao Paulo, Brasil.

Pereira, F.C.G., Carvalho Filho, E.C.B. FACE-Um Ambiente para Composicao e Reconhecimento de Retratos Falados, Anais do Congresso da SBC-Canela, 1995.

SantÁnna, S.J.S; Yanasse, C.C.F.; Hernandes Filho, P.; Dutra, L.V.; Mora Kuplich , T.; Frery, A.C.; Pess\164a dos Santos, P. Secondary forest age mapping in Amaz\164nia using multi-temporal LANDS AT/TM imagery. In: 1995 International Geoscience and Remote Sensing Sym posium, Italy, Jul. 10-14 1995. Quantitative remote sensing for science and applications. Florence, Italy, IEEE, v. 1, p. 323-325.

Silva, S.L., Ludermir, T.B. Implementing Finite State Automata in Recurrent RAM-based Networks In proceedings of the ICANN95, Paris, France 1995.

Silva, S.L., Ludermir, T.B. Regular Language Recognition by Recurrent RAM-based Networks In proceedings of the Fifth Irish Neural Network Conference, September 1995.

Souto, M.C.P., Guimaraes, K.S. e Ludermir, T.B. On the Intractability of Loading Pyramidal Arquitectures. In Proceedings of the 3rd IEE International Conference on Artifical Neural Networks. Cambridge. June 1995.

Souto, M.C.P., Guimaraes, K.S. e Ludermir, T.B. Learning and Generalization in Pyramidal Architectures In Proceedings of 2o. Simposio Brasileiro de Automacao Inteligente, Curitiba, pp. 225-230, setembro de 1995.

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. A bootstrap-like rejection mechanism for MLP networks. Anais do 2o Simpósio Brasileiro de Redes Neurais, pp. 167-172, Sao Carlos - SP, Brasil, 1995. (abstract, full paper)

Yanasse, C.C.F.; SantÁnna, S.J.S.; Frery, A.C.; Kuplich, T.M.; Dutra, L.V. Mapeamiento de etapas de regeneraci\163n y su relaci\163n con datos de radar. In: Simposio Latinoameri cano de Percepci\163n Remota (SELPER), 7, M\151xico, nov. 1995. Latinoam\151rica evaluada desde el espacio. M\151xico, s.e., 1995, pp. 542-553.

(1994)

Barros, F.A., DeRoeck, A. Resolving anaphora in a portable natural language front end to databases. Proc. of the 4th Conference on Applied Natural Language Processing (ANLP'94), pp. 119-124, Stuttgart Universitaet, Alemanha, 1994.

Canuto, A. M. de P.,Carvalho Filho, E. C. B. Redes RAM-Radiais, Anais do I Congresso Brasileiro de Redes Neurais, Itajuba, MG, (pp. 42-47), 1994.

Cortese, A.; Frulla, L.; Jacobo-Berlles, J.; Mejail, M.; Frery, A.C. On the optimization of speckle filtering techniques for ERS-1 images over Argentina. In: International Society for Photogrammetry and Remote Sensing Comission VII Symposium: Resource and Environmental Monitoring, 30. , Rio de Janeiro, 26-30 Set. 1994. International Archives of Photogrammetry and Remote Sensing . São José dos Campos, INPE, 1994, v. 30, pt. 7a, p. 95-99.

Frery, A.C.; Candeias, A.L. On the improvement of 1-look SAR image segmentations with mathematical morphology. In: The European Symposium on Satellite Remote Sensing, Italy, 1994. Image and Signal Processing for Remote Sensing. USA, SPIE, p. 245-255, 1994. (SPIE v. 2315).

Gomes, H. M. ,Carvalho Filho, E. C. B. Reconhecimento Off-line de Assinaturas Utilizando Momentum, XX Conferencia Latino Americana de Informatica - PANEL'94, Mexico, (pp. 125-133), 1994.

Gomes, H. M., Carvalho Filho, E. C. B. Reconhecimento Off-line de Assinaturas Utilizando MLP-Backpropagation e Momentum: um Estudo Comparativo, Anais do I Congresso Brasileiro de Redes Neurais, Itajuba, MG, (pp. 133-138), 1994.

Machado, P. D., Carvalho Filho, E. C. B. Especificando Redes Neurais Artificiais em MooZ, XX Conferencia Latino Americana de Informatica - PANEL'94, Mexico, (pp 313-323), 1994 .

Machado, P. D., Carvalho Filho, E. C. B. EASY - An Environment for Artificial Neural Systems Simulation, Fourth Irish Neural Network Conference - INNC'94, Dublin, Ireland, 1994.

Machado, P. D., Carvalho Filho, E. C. B. EASY - Um Ambiente para Modelagem, Simulacao e Analise de Redes Neurais Artificiais, Anais do I Simposio Brasileiro de Redes Neurais, Caxambu, Minas Gerais, agosto, (pp. 43-48), 1994.

Machado, P. D., Carvalho Filho, E. C. B. Requisitos de um Ambiente para Simulacao de Redes Neurais Artificiais, Anais do I Congresso Brasileiro de Redes Neurais, Itajuba, MG, (pp. 113-118), 1994.

Machado, P. D., Carvalho Filho, E. C. B., Meira, S. R. L. Uma Especificacao Formal Orientada a Objetos de Redes Neurais Artificiais, VIII Simposio Brasileiro de Engenharia de Software, (pp. 159-173), 1994.

Marar, J. F., Carvalho Filho, E. C. B. Investigacao de Aproximadores de Funcoes atraves de Interpolacao, Transformadas Ortogonais e Redes Neurais Artificiais, Anais do I Congresso Brasileiro de Redes Neurais, Itajuba, MG, (pp.165-169), 1994.

Marar, J. F., Carvalho Filho, E. C. B. Reconhecimento de Padroes Numericos Atraves da Transformada de Karhunen-Loeve, SIBGRAPI'94, Curitiba, (pp. 229-234), 1994.

Mascarenhas, N.D.A.; Frery, A.C. SAR image filtering with the ICM algorithm. In: IGARSS'94 (International Geoscience and Remote Sensing Symposiu m), Pasadena, CA, Aug. 8-12 1994. Surface and atmospheric remote sensing: technologies,data ana lysis and interpretation. Piscataway, NJ, 1994, v. 4, p. 2185-2187.

Medeiros, A. G., Carvalho Filho, E. C. B. Modelagem do Sistema de Inferencia Difusa de Tsukamoto na Arquitetura Anfis, Anais do I Congresso Brasileiro de Redes Neurais, Itajuba, MG, (pp. 107-112), 1994.

Robin, Jacques. Automatic generation and revision of natural language summaries providing historical background. In Proceedings of the 11th Brazilian Symposium on Artificial Intelligence. 1994, Fortaleza, CE, Brazil (SBIA'94) ( full paper ).

Santos, D. A., Carvalho Filho, E. C. B. Equivalencia de Redes Neurais Bem Formadas e Sistemas Normais Dinamicos, XX Conferencia Latino Americana de Informatica - PANEL'94, Mexico, (pp. 539-541), 1994.

Santos, D. A., Carvalho Filho, E. C. B. Especificando Formalmente Redes Neural via MOFEU, Anais do I Congresso Brasileiro de Redes Neurais, Itajuba, MG, (pp. 14-19), 1994.

Santos, D. A., Carvalho Filho, E. C. B. MOFEU---Um Modelo Formal de Especificacao Universal para Redes Neurais, (pp. 717-725), Anais do XXI Seminario Integrado de Software e Hardware, SBC, Caxambu, MG, 1994.

Silva, L. C., Carvalho Filho, E. C. B. Modelagem de Superficies Usando Redes Neurais, I Congresso Brasileiro de Redes Neurais, Itajuba, (pp. 380-385), 1994.

Souto, M.C.P., Guimarães, K.S. e Ludermir, T.B. Complexity of Training Weightless Neural Networks. Anais do 1o Congresso Nacional de Redes Neurais, pp. 9-14, Itajubá, Minas Gerais, Outubro de 1994.

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. Recognizing novelty in classification tasks. In: Neural Information Processing Systems Workshop (NIPS'94) on Novelty Detection and Adaptive Systems Monitoring. Denver - CO, USA, 1994.

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. Reliability of multilayer perceptron networks for spurious pattern rejection. Anais do 1o Simpósio Brasileiro de Redes Neurais, pp 29-34, Caxambu - MG, Brasil, 1994.

Yanasse, C.C.F.; Frery, A.C.; SantÁnna, S.J.S.; Dutra, L.V. On the use of the K distribution for SAR image analysis. In: IGARSS'94 (International Geoscience and Remote Sensing Symposium), Pasadena, CA, Aug. 8-12 1994. Surface and atmospheric remote sen sing: technologies, data analysis and interpretation. Piscataway, NJ, 1994, v. 4, p. 2173-2175.

(1993)

Carvalho Filho, E. Ludermir, T.B. Teoria, Modelagem, Aplicacoes e Implementacoes de Redes Neurais. I Worshop Nacional sobre Cooperativos em Informatica. Itaipava, Rio de Janeiro, 15-17 de dezembro de 1993

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. An Autonomous Attention Neural Network Model, International Joint Neural Network Conference, IEEE, Nagoya, Japan, Outubro, 1993.

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. A Simplified ARTMAP Architecture for Real Time Learning, New Trends in Neural Computation, IWANN, Spring Verlag, Spain, (pp. 255-260), 1993.

Carvalho Filho, E. C. B. O Computador Neural: Uma Maquina Biologicamente Inspirada, I Simposio Sobre o Cerebro, Outubro, 1993, Recife.

Ludermir, T.B., de Oliveira, W., Franca F., Fernandes, E. e Braga, A. Integrando Computação Convencional com Neurocomputação. I Workshop Nacional sobre Cooperativos em Informática. Itaipava, Rio de Janeiro, 15-17 de dezembro de 1993.

Ludermir, T.B. e De Oliveira, W.R. Training Strategies for Weightless Neural Networks. Proceedings of IJCNN93 - Nagoya, Japan, Vol. 3 pp.2731-2734, 1993.

Ludermir, T. B. Learning Algorithms for Cut-point Neural Networks. Proceedings of X Simpósio Brasileiro de Inteligência Artificial. Porto Alegre, Outubro 1993, pp. 433-443.

Ludermir, T.B. Learnability and Computability in Artificial Neural Networks. Proceedings of 1o Simposio Brasileiro de Automação Inteligente. Rio Claro - Sao Paulo, Setembro 1993, pp. 1-9.

Ludermir, T.B. e De Oliveira, W.R. Automata and Weightless Neural Networks. Proceedings of Conferencia Latino-Americana de Informatica, Buenos Aires, Agosto 1993, pp. 89-105.

Kathy McKeown, Jacques Robin and Michael Tanenblatt. Tailoring lexical choice to the user's vocabulary in multimedia explanation generation. In Proceedings of the 31st Annual Meeting of the Association for Computational Linguistics . 1993, Columbus, OH, USA ( ACL'93).

Jacques Robin and Kathy McKeown. Corpus analysis for revision-based generation of complex sentences.
In Proceedings of the 11th National Conference on Artificial Intelligence. 1993, Washington DC, USA (AAAI'93). ( full paper ).

Santos, D. A., Carvalho Filho, E. C. B. Um Modelo Formal para Especificacao de Redes Neurais, XIX Latinamerican Informatics Conference, Buenos Aires, Outubro, (pp.13.79-13-88), 1993.

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. The guard unit approach for rejecting patterns from untrained classes. Proceedings of the 1993 World Congress on Neural Networks (WCNN93). Portland - OR, USA, 1993.

Vasconcelos, G.C., Fairhurst, M.C., Bisset, D.L. Investigating the recognition of false patterns in backpropagation networks. Procedings of the 3rd IEE International Conference on Artificial Neural Networks. Brighton, U.K., 1993.

(1992)

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L.=20 Weightless Neuron Models, XVIII Latinamerican Informatics Conference, (266-273), 1992.

De Oliveira, W.R e Ludermir, T.B. Turing Machine Simulation by Logical Neural Networks. In Artificial Neural Networks 2 (eds. Aleksander, I. and Taylor, J.G.). North-Holland, 1992, pp. 663-668.

Kathy McKeown, Steve Feiner , Jacques Robin, Doree Seligmann and Michael Tanenblatt. ``Generating cross-references for multimedia explanation''. In Proceedings of the 10th National Conference on Artificial Intelligence. 1992, ( AAAI'92).

Neves, L. A. C. L., Carvalho Filho, E. C. B. Uma Arquitetura de Redes Neurais Integrada para Reconhecimento de Padroes, XIX Simposio Brasileiro de Inteligencia Artificial, Rio de Janeiro,(243-256), 1992.

(1991)

Carvalho Filho, E. C. B. Modelagem, Aplicacoes e Implementacoes de Redes Neurais, Apostila de tutorial, VIII Simposio Brasileiro de Inteligencia Artificial, Brasilia, 1991.

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. An Analysis of Self-Organising Networks based on Goal Seeking Neurons, IEE, Proc. Second IEE International Conference on Artificial Neural Networks, Bournemouth, UK, November, (pp. 257-261), 1991

Ludermir, T.B. Temporal Behaviour and Computability in Logical Neural Networks. Centre for Neural Networks Newsletter, number 1, 1991, King's College London.

Ludermir, T.B. Logical Neural Nets and Distributed Implementations of Weighted Regular Languages. Proceedings of the 2nd IEE International Conference on Artificial Neural Networks, Bournemouth, 1991, pp. 158-162.

Ludermir, T.B. Logical Networks Capable of Computing Weighted Regular Languages. Proceedings of the International Joint Conference on Neural Network (IJCNN-91), Singapore.

Ludermir, T.B. Relating Logical Neural Networks to Conventional Models of Computation. Proceedings of the International Joint Conference on Neural Network (IJCNN-91), Seattle, vol. II, pp. 101-104.

Ludermir, T.B. A Cut-point Recognition Algorithm using PLN Node. In Artificial Neural Networks (eds. T. Kohonen et al). North-Holland, 1991, pp. 1091-1094.

Vasconcelos, G.C., Fernandes, C.G. Error recovery behaviour of feedback RAM-networks. Procedings of the 2nd IEE International Conference on Artificial Neural Networks. Bournemouth, U.K., 1991.

(1990)

Barros, F.A., Marcuschi, L.A., Fonseca, D. O reconhecimento automático da repetição em textos dialogados. X Congresso da Sociedade Brasileira de Computação (SBC). Vitoria (ES), 1990.

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. A Goal Seeking Boolean Neural Network, Neural Computing Meeting 90, British Neural Network Society, Abril, London, 1990.

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. A Goal Seeking Neuron for Boolean Neural Networks, International Neural Network Conference, (pp. 894-897), IEEE, Julho, Paris, France, 1990.

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. Goal Seeking Neurons and Networks, RAM-Network Seminar, Julho, Imperial College, London, 1990.

Carvalho Filho, E. C. B. How Can Intelligent Behaviour Emerge from Low Complexity Cells ? --- Artificial Neural Networks Explained!, UKC Open Day, 1990.

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. Applying the ART1 Architecture to a Pattern Recognition Task, International Conference on Parallel Processing in Neural Systems and Computers, (pp. 343-349), North-Holland, Marco, Dusseldorf, FRG, 1990.

Carvalho Filho, E. C. B., Fairhurst, M.C., Bisset, D.L. Networks of Boolean Goal Seeking Neurons For Pattern Recognition, International Symposium on Neural Networks for Sensory and Motor Systems, Marco, Neuss, FRG, 1990.

Ludermir, T.B. A Feedback Network for Temporal Pattern Recognition. In Parallel Processing in Neural Systems and Computers (eds. R. Eckmiller et al). North-Holland, 1990, pp. 395-398.

Ludermir, T.B. Stability and Temporal Pattern Recognition. Proceedings of the International Joint Conference on Neural Networks (IJCNN-90), pp. 428-431. Washington.

Vasconcelos, G.C., Fernandes, C.G. Análise da dinâmica de redes neurais Booleanas sequenciais. Anais do 7o Simpósio Brasileiro de Inteligência Artificial. Campina Grande - PB, Brasil, 1990.

Vasconcelos, G.C., Adeodato, P.J Uma introdução às redes neurais artificiais. Anais do 1o Encontro Regional da Sociedade Brasileira de Pesquisa Operacional (SOBRAPO). Recife - PE, Brasil, 1990.

(1989)

Bisset, D.L., Carvalho Filho, E. C. B., Fairhurst, M.C A comparative study of neural network structures for practical application in a pattern recognition environment, 1st IEE International Conference on Artificial Neural Networks, (pp. 378-382), London, October 1989.

Vasconcelos, G.C. Uma proposta para o controle de importante propriedades inerentes às redes neurais digitais sequenciais. Anais do 6o Simpósio Brasileiro de Inteligência Artificial. Rio de Janeiro - RJ, Brasil, 1989.

Thesis and Dissertations

Barros, F.A. A treatment of anaphora in portable natural language front ends to data bases. PhD Thesis, Department of Computer Science, University of Essex, UK, 1995.

Vasconcelos, G.C. An investigation of feedforward neural networks with respect to the detection of spurious patterns. PhD Thesis, Electronic Engineering Laboratories, University of Kent at Canterbury, UK, 1995. (abstract, full thesis)

Ludermir, T.B. Automata Theoretic Aspects of Temporal Behaviour and Computability in Logical Neural Networks. Ph.D. Thesis, Imperial College, University of London, UK, 1990.

Carvalho Filho, E. C. B. Investigation of Boolean Neural Networks based on Novel Goal-Seeking Neurons. PhD Thesis, Electronic Engineering Laboratories, University of Kent at Canterbury, UK, 1990.

Jacques Robin. Revision-based generation of natural language summaries providing historical background: corpus-based analysis, design, implementation and evaluation. Computer Science Department , New York, USA. ( full paper ).

Vasconcelos, G.C. Modelo probabilístico da dinâmica de recuperação de erros em redes neurais Booleanas. Tese de Mestrado, Departamento de Informática, Universidade Federal de Pernambuco, Brasil, 1991.

Barros, F.A. Aspectos teóricos e práticos no reconhecimento automático de fenômenos linguísticos. Tese de Mestrado, Departamento de Informática, Universidade Federal de Pernambuco, Brasil, 1990.

Carvalho Filho, E. C. B. Reconhecimento de Assinaturas Usando Malhas Neuronais Digitais, Tese de Mestrado, Departamento de Informatica, Universidade Federal de Pernambuco, Brasil, 1987.

Ludermir, T.B. Discriminação de Sequencias com Redes Neuronais Digitais. Tese de Mestrado, Departamento de Informática, Universidade Federal de Pernambuco, Brasil, 1986.

Technical Reports

Barros, F.A., DeRoeck, A. Portable natural language front ends - A review Computer Science Memorandum CSM-194. Computer Science Department, University of Essex, 1993.

Jacques Robin. ``Lexical Choice in Natural Language Generation''. CUCS-040-90, 120p. Columbia University, Computer Science Department, New York, USA.

Barros, F.A., Marcuschi, L.A., Fonseca, D. Uma Proposta para o reconhecimento automático de repetição em textos transcritos de diálogos. Relatório Técnico, Departamento de Informática, UFPE, 1989.

Carvalho Filho, E. C. B. On the Analysis of ART1 architectures for Pattern Recognition}, Technical Report, Electronic Engineering Laboratories, University of Kent at Canterbury, 1989.

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