Rosa, J. L. G.

Publications

2014  2013  2012  2011  2010  2009  2008  2007  2006  2005  2004  2003  2002  2001  2000  1999  1998  1997   1996    1995   1994    1993
 


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2014:

  • Carneiro M. G., Rosa, J. L. G., Lopes, A. A., and Zhao, L. (2014), "Network-Based Data Classification: Combining K-Associated Optimal Graphs and High Level Prediction." Paper accepted in Journal of the Brazilian Computer Society, Springer.

  • Rosa, J. L. G. (2014), Review on "Weighted graph comparison techniques for brain connectivity analysis," Alper B., Bach B., Henry Riche N., Isenberg T., Fekete J. Human Factors in Computing Systems, Paris, France, 483-492, 2013. Type: Article. Date Reviewed: Mar 18 2014. Computing Reviews (ACM).

  • Piazentin, D. R. M. and Rosa, J. L. G. (2014), "Motor imagery classification for Brain-Computer Interfaces through a chaotic neural network," Proceedings of the IJCNN 2014 International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence (IEEE WCCI), Beijing, China, July 6-11, 2014 (accepted).

  • Carlos Junior, L. F. M. and Rosa, J. L. G. (2014), "Face Recognition through a Chaotic Neural Network Model," Proceedings of the IJCNN 2014 International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence (IEEE WCCI), Beijing, China, July 6-11, 2014 (accepted).

  • Schneider, M. O. and Rosa, J. L. G. (2014), "A Connectionist Approach to Airliner Safety," Proceedings of the IJCNN 2014 International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence (IEEE WCCI), Beijing, China, July 6-11, 2014 (accepted).


    2013:

  • Fonseca, E. R. and Rosa, J. L. G. (2013), "Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging," Proceedings of STIL 2013 - The 9th Brazilian Symposium in Information and Human Language Technology, Fortaleza/Ceará, Oct 21-23, 2013.

  • Kozma, R, Rosa, J. L. G. and Piazentin, D. R. M. (2013), "Cognitive Clustering Algorithm for Efficient Cybersecurity Applications," Proceedings of the IJCNN 2013 International Joint Conference on Neural Networks, Dallas, TX, Aug 4-9, 2013, pp. 471-478.

  • Fonseca, E. R. and Rosa, J. L. G. (2013), "A Two-Step Convolutional Neural Network Approach for Semantic Role Labeling," Proceedings of the IJCNN 2013 International Joint Conference on Neural Networks, Dallas, TX, Aug 4-9, 2013, pp. 2955-2961.

  • Carlos Jr, L. F. M. and Rosa, J. L. G. (2013), "Face Recognition Using a Connectionist Model Based on Neuron Population," abstract and presentation at CyberSci Summit 2013, Washington, DC, 25 and 26 Jun 2013. https://www.icfi.com/events/conferences-and-trade-shows/2013/06/cybersci-summit-2013.

  • Kozma, R, Rosa, J. L. G. and Piazentin, D. R. M. (2013), "Analyzing Social Networking Data Using a Cognitively Motivated Clustering Algorithm," abstract and presentation at CyberSci Summit 2013, Washington, DC, 25 and 26 Jun 2013. https://www.icfi.com/events/conferences-and-trade-shows/2013/06/cybersci-summit-2013.

  • Silva, A. B. and Rosa, J. L. G. (2013), "Biological Plausibility in an Artificial Neural Network Applied to Cognitive Task," Artificial Intelligence and Soft Computing: 12th International Conference, ICAISC 2013, Zakopane, Poland, Jun 9-13, 2013, Proceedings, Part I / Lecture Notes in Artificial Intelligence, Leszek Rutkowski (Editor), Marcin Korytkowski (Editor), Rafal Scherer (Editor), Ryszard Tadeusiewicz (Editor), Lotfi A. Zadeh (Editor), Jacek M. Zurada (Editor), LNAI 7893, pp. 183-192.

  • Rosa, J. L. G. (2013), "Biologically Plausible Artificial Neural Networks" (chapter 2) in Kenji Suzuki (ed.), Artificial Neural Networks - Architectures and Applications, ISBN 978-953-51-0935-8, Publisher: InTech.


    2012:

  • Alva-Manchego, F. E. and Rosa, J. L. G. (2012), "Semantic Role Labeling for Brazilian Portuguese: A Benchmark," in J. Pav√≥n et al. (Eds.): IBERAMIA 2012, LNAI 7637, pp. 481--490, 2012. Springer-Verlag Berlin Heidelberg 2012. Cartagena de Indias, Colombia, 13-16 Nov 2012. DOI 10.1007/978-3-642-34654-5_49

  • Carneiro, M. G., Rosa, J. L. G., Lopes, A. A., Zhao, L. (2012), "Classificacao de Alto Nivel Utilizando Grafo K-associados Otimo," in: 4th International Workshop on Web and Text Intelligence 2012, Curitiba. Proceedings of the 4th International Workshop on Web and Text Intelligence, 2012. v. 1. p. 1-10.

  • Rosa, J. L. G. (2012), Review on "Taxonomy induction based on a collaboratively built knowledge repository," Ponzetto S., Strube M. Artificial Intelligence 175 (9-10): 1737-1756, 2011. Type: Article. Date Reviewed: Aug 28 2012. Computing Reviews (ACM).

  • Fonseca, E. and Rosa, J. L. G. (2012), "An Architecture for Semantic Role Labeling on Portuguese," in H. Caseli et al. (Eds.): PROPOR 2012, LNAI 7243, pp. 204-209. Springer, Heidelberg (2012). PROPOR 2012, Intl. Conf. on Computational Processing of Portuguese in Coimbra, Portugal, Apr 17-20, 2012.

  • Alva-Manchego, F. E. and Rosa, J. L. G. (2012), "Towards Semi-supervised Brazilian Portuguese Semantic Role Labeling: Building a Benchmark," in H. Caseli et al. (Eds.): PROPOR 2012, LNAI 7243, pp. 210-217. Springer, Heidelberg (2012). PROPOR 2012 - Intl. Conf. on Computational Processing of Portuguese in Coimbra, Portugal, Apr 17-20, 2012.

  • Jordão, C. C. and Rosa, J. L. G. (2012), "Metaphone-pt_BR: the phonetic importance on search and correction of textual information," in Alexander Gelbukh (Ed.), Computational Linguistics and Intelligent Text Processing - 13th Intl. Conf., CICLing 2012, New Delhi, India, Mar 11-17, 2012. Proc., Part II. Lecture Notes in Computer Science 7182, pp. 297-305.

  • Rosa, J. L. G. (2012), Review on "An improved training algorithm for feedforward neural network learning based on terminal attractors," Yu X., Wang B., Batbayar B., Wang L., Man Z. Journal of Global Optimization 51(2): 271-284, 2011. Type: Article. Date Reviewed: May 10 2012. Computing Reviews (ACM). http://www.computingreviews.com/review/review_review.cfm?review_id=140130&CFID=6162905&CFTOKEN=40210965.


    2011:

  • Rosa, J. L. G. (2011), Fundamentos da Inteligência Artificial (Fundamentals of Artificial Intelligence), book in Portuguese, ISBN 9788521605935. Editora LTC, Rio de Janeiro, Brazil, 228 pages.

  • Schneider, M. O. and Rosa, J. L. G. (2011), "CARESS1 - Commercial Airliner Emergency Safety System," in Proc. of ICINCO - 8th Intl. Conf. on Informatics in Control, Automation and Robotics 2011, 28-31 Jul, Noordwijkerhout, The Netherlands, pp 223-226.

  • Silva, A. B. and Rosa, J. L. G. (2011), "Advances on Criteria for Biological Plausibility in Artificial Neural Networks: Think of Learning Processes," in Proc. of IJCNN 2011 - Intl. Joint Conf. on Neural Networks, San Jose, CA, USA, Jul 31 - Aug 5, pp. 1394-1401.

  • Rosa, J. L. G. (2011), Review on "Extracting person names from diverse and noisy OCR text," Packer T., Lutes J., Stewart A., Embley D., Ringger E., Seppi K., Jensen L. AND 2010 (Proc. of the 4th Workshop on Analytics for Noisy Unstructured Text Data, Toronto, ON, Canada, Oct 26, 2010) 19-26. 2010. Type: Proc. http://www.reviews.com/review/review_review.cfm?review_id=138942. Date Reviewed: Mar 31 2011. Computing Reviews (ACM).


    2010:

  • Rosa, J. L. G. and Adán-Coello, J. M. (2010), "Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations," Journal of Universal Computer Science, J.UCS vol. 16, no. 21 (2010), pp. 3245-3277. ISSN 0948-6968.

  • Rosa, J. L. G. (2010), Linguagens Formais e Autômatos (Formal Language and Automata), book in Portuguese, Editora LTC, Rio de Janeiro, ISBN 9788521617518, 166 pages.

  • Rosa, J. L. G. (2010), "Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations," Proc. of the WCCI 2010 - 2010 IEEE World Congress on Computational Intelligence, IJCNN 2010 - Intl. Joint Conf. on Neural Networks, Jul 18-23, 2010. Centre de Convencions Internacional de Barcelona, Barcelona, Spain. IEEE Conf. Proc., pp. 1127-1134.

  • Silva, J. F. and Rosa, J. L. G. (2010), "CRT-ML - Coreference Resolution Tool through Machine Learning," Demonstration paper, Proc. of PROPOR 2010 - Intl. Conf. on Computational Processing of Portuguese Language, 27 to 30 of Apr, Porto Alegre - RS, Brazil. ISSN: 2177-3580.

  • Rosa, J. L. G. (2010), Review on "Text-to-speech synthesis" Taylor P., Cambridge University Press, New York, NY, 2009. 626 pp. Type: Book. http://www.reviews.com/review/review_review.cfm?review_id=137759. Date Reviewed: Feb 26 2010. Computing Reviews (ACM).


    2009:

  • Schneider, M. O. and Rosa, J. L. G. (2009), Application and Development of Biologically Plausible Neural Networks in a Multiagent Artificial Life System. Neural Computing & Applications, vol. 18, number 1, pp. 65-75. DOI 10.1007/s00521-007-0156-0. ISSN 0941-0643.

  • Rosa, J. L. G. (2009), A Hybrid Symbolic-Connectionist Processor of Natural Language Semantic Relations, Proceedings of the 2009 IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA2009), IEEE Symposium Series on Computational Intelligence, IEEE SSCI 2009, March 30 - April 2, 2009. Sheraton Music City Hotel, Nashville, TN, USA. IEEE Conference Proceedings. Pp. 64-71. IEEE Conference Proceedings. DOI 10.1109/HIMA.2009.4937827

  • Rosa, J. L. G. (2009), Review on "Why are wordnets important?" Vincze V., Szarvas G., Csirik J. European computing Conf. (Proc. of the 2nd European Computing Conf., Malta, Sep 11-13, 2008) 316-322. 2008. Type: Proc. http://www.reviews.com/review/review_review.cfm?review_id=137273. Date Reviewed: Sep 3 2009. Computing Reviews (ACM).

  • Rosa, J. L. G. (2009), Review on "A linguistically motivated model for speed and pausing in animations of American sign language," Huenerfauth M. ACM Transactions on Accessible Computing (TACCESS) 2: (2): 1-31, 2009. Type: Article. http://www.reviews.com/index.cfm. Date Reviewed: Sep 1 2009. Computing Reviews (ACM).


    2008:

  • Orrú, T.; Rosa, J. L. G.; Andrade Netto, M. L. (2008), SABio: A Biologically Plausible Connectionist Approach to Automatic Text Summarization. Applied Artificial Intelligence. volume 22, nro 8, pp.1-25. Taylor & Francis. ISSN 0883-9514.

  • Silva, A. B. and Rosa, J. L. G. (2008), Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models, Proceedings of The Seventh International Conference on Machine Learning and Applications (ICMLA'08), 11-13 Dec. 2008, San Diego, California, USA. IEEE Computer Society Press, pp. 829-834.


    2007:

  • Schneider, M. O. and Rosa, J. L. G. (2007), A Neurogenetic Framework for Problem Solution Applied to a Game Situation, in Anais do VI Simpósio Brasileiro de Jogos para Computador e Entretenimento Digital (SBGAMES 2007). 7 a 9 de novembro 2007. São Leopoldo - RS, Brazil.

  • Marin, A., Adán-Coello, J. M., Rosa, J. L. G., Tobar, C. M., and Freitas, R. L. (2007), Personalized Web Page Filtering Using a Hopfield Neural Network. In J. Marques de Sá et al. (Eds.): ICANN, Part II, LNCS 4669, pp. 417-424, 2007. The 17th. Intl. Conf. on Artificial Neural Networks, ICANN 2007, September 9-13, Porto, Portugal. Lecture Notes in Computer Science.

  • Rosa, J. L. G. (2007), A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences, in D. Liu, S. Fei, Z.-G. Hou, and H. Zhang (Eds.), Advances in Neural Networks - ISNN2007 - Lecture Notes in Computer Science, Volume 4492, Part II, pp. 825-834. Springer-Verlag Berlin Heidelberg, 2007. International Symposium on Neural Networks, Nanjing, China, June 3-7, 2007.

  • Adán Coello, J. M.; Tobar Toledo, C. M.; Rosa, J. L. G.; and Freitas, R. L. (2007), Towards the Educational Semantic Web (Chapter VII), in F. M. Mendes Neto and F. V. Brasileiro (Eds.), Advances in Computer-Supported Learning, pp. 145-172. Information Science Publishing. Idea Group Inc.


    2006:

  • Silva, A. B. and Rosa, J. L. G. (2006), A Connectionist Model based on Physiological Properties of the Neuron, in Proceedings of the International Joint Conference IBERAMIA/SBIA/SBRN 2006 - 1st Workshop on Computational Intelligence (WCI'2006), Ribeirão Preto, Brazil, October 23-28, 2006. CD-ROM. ISBN 85-87837-11-7.

  • Orrú, T.; Rosa, J. L. G.; Andrade Netto, M. L. (2006), SABio: An Automatic Portuguese Text Summarizer through Artificial Neural Networks in a more Biologically Plausible Model,  in R. Vieira et al. (Eds.), LNAI 3960 - Computational Processing of the Portuguese Language - 7th. International Workshop, PROPOR 2006, Lecture Notes in Artificial Intelligence, volume 3960, pp. 11-20, Itatiaia, Brazil, May 2006 Proceedings. Publisher: Springer-Verlag.


    2005:

  • Joaquim, P. C. E. and Rosa, J. L. G. (2005), Artificial Neural Networks for Temporal Processing Applied to Prediction of Electric Energy Generation in Small Hydroelectric Power Stations, in Proceedings of  the IEEE IJCNN 2005 - International Joint Conference on Neural Networks, Montréal, Canada, July, 31-August, 04, 2005, pp. 2625-2630.

  • Schneider, M. O. and Rosa, J. L. G. (2005), BioAnt - Biologically Plausible Computer Simulation of an Environment with Ants, in Proceedings of the IEEE IJCNN 2005 - International Joint Conference on Neural Networks, Montréal, Canada, July, 31-August, 04, 2005, pp. 1505-1510.


    2004:

  • Rosa, J. L. G. and Silva, A. B. (2004), Thematic Role Assignment through a Biologically Plausible Symbolic-connectionist Hybrid System, in Proceedings of the IEEE IJCNN 2004 - International Joint Conference on Neural Networks, Volume 2, pp. 1457-1462, Budapest, Hungary, July 25-29, 2004. ISBN: 0-7803-8360-5. 

  • Rosa, J. L. G. (2004), A Biologically Motivated and Computationally Efficient Natural Language Processor, in Lecture Notes in Computer Science. Volume 2972 / 2004. MICAI 2004: Advances in Artificial Intelligence: Third Mexican International Conference on Artificial Intelligence, Mexico City, Mexico, April 26-30, 2004. Proceedings, pp. 390-399. Springer-Verlag Heidelberg. ISBN: 3-540-21459-3.


    2003:

  • Rosa, J. L. G. (2003), A Biologically Plausible and Computationally Efficient Architecture and Algorithm for a Connectionist Natural Language Processor, in Proceedings of the 2003 IEEE International Conference on Systems, Man, and Cybernetics - IEEE-SMC'03. October 05-08,2003. Washington, DC, USA, 2845-2850.

  • Schneider, M. O. and Rosa, J. L. G. (2003), Neural Labyrinth Robot - Finding the Best Way in a Connectionist Fashion, IV Encontro Nacional de Inteligência Artificial (ENIA), Anais do XXIII Congresso da Sociedade Brasileira de Computação - August 02-08, 2003. Campinas, SP, Brazil, 1751-1760.

  • Schneider, M. O. and Rosa, J. L. G. (2003), BIOANT - A Biologically Plausible Approach to an Insect Simulation, 1a. Conferência Internacional de Bioinformática e Biologia Computacional (IcoBiCoBi'03), May 14-16, 2003, Centro de Convenções, Ribeirão Preto, SP, Brazil.


    2002:

  • Rosa, J. L. G. (2002), A Biologically Inspired Connectionist System for Natural Language Processing, in
    Proceedings of the 2002 VII Brazilian Symposium on Neural Networks (SBRN 2002). November 11-14, 2002. Recife, Brazil. IEEE Computer Society Press, 243-248.

  • Schneider, M. O. and Rosa, J. L. G. (2002), Neural Connect 4 - A Connectionist Approach to the Game, in Proceedings of the 2002 VII Brazilian Symposium on Neural Networks (SBRN 2002). November 11-14, 2002. Recife, Brazil. IEEE Computer Society Press, 236-241.

  • Rosa, J. L. G. (2002), Next Word Prediction in a Connectionist Distributed Representation System, in
    Proceedings of the 2002 IEEE International Conference on Systems, Man, and Cybernetics - IEEE-SMC'02. October 06-09, 2002. Hammamet, Tunisia.

  • Rosa, J. L. G. (2002), A Biologically Motivated Connectionist System for Predicting the Next Word in Natural Language Sentences, in Proceedings of the 2002 IEEE International Conference on Systems, Man, and Cybernetics - IEEE-SMC'02. October 06-09, 2002. Hammamet, Tunisia.


    2001:

  • Tobar Toledo, C. M.; Rosa, J. L. G.; Adán Coello, J. M.; Pannain, R. (2001), A Colaborative Environment Architecture for Programming Learning (in Portuguese), in Anais do XII SBIE-2001 - Simpósio Brasileiro de Informática na Educação, 21 a 23 de novembro de 2001, Vitória, ES, Brasil, 244-252.

  • Rosa, J. L. G. (2001), HTRP II: Learning thematic relations from semantically sound sentences . In Proceedings of the 2001 IEEE International Conference on Systems, Man, and Cybernetics - SMC2001, October 7-10, 2001, Tucson, Arizona, United States of America, 488-493.

  • Rosa, J. L. G. (2001), An Artificial Neural Network Model Based on Neuroscience: Looking Closely at the Brain, in V. Kurková, N. C. Steele, R. Neruda, and M. Kárný (Eds.), Artificial Neural Nets and Genetic Algorithms - Proceedings of the International Conference in Prague, Czech Republic, 2001 - ICANNGA-2001. April 22-25, Springer-Verlag, 138-141.



    2000:

  • Rosa, J. L. G. and Françozo, E. (2000), Linguistic Relations Encoding in a Symbolic-Connectionist Hybrid Natural Language Processor, in M. C. Monard and J. S. Sichman (Eds.), Lecture Notes in Artificial Intelligence Volume 1952, Advances in Artificial Intelligence, Proceedings of the International Joint Conference 7th. Ibero-American Conference on AI - 15th. Brazilian Symposium on AI - IBERAMIA-SBIA 2000, Atibaia, São Paulo, Brazil, November 19-22, 259-268, Springer-Verlag Berlin Heidelberg 2000.


    1999:

  • Rosa, J. L. G. and Françozo, E. (1999), Hybrid Thematic Role Processor: Symbolic Linguistic Relations Revised by Connectionist Learning, in Proceedings of IJCAI'99 - Sixteenth International Joint Conference on Artificial Intelligence, Stockholm, Sweden, July 31-August 6, Volume 2, Morgan Kaufmann, 852-857.


    1998:

  • Rosa, J. L. G. and Françozo, E. (1998), A Biologically Fine-grained Artificial Neural Network: Towards a Hybrid Model, Proceedings of the IASTED International Conference on Artificial Intelligence and Soft Computing, May 27-30, Cancun, México, 302-305.

  • Rosa, J. L. G. (1998), The Word Meaning in Natural Language Processing (in Portuguese), Estudos Linguísticos XXVII, UNESP-IBILCE, São José do Rio Preto, SP, Brazil, June, 807-812.


    1997:

  • Rosa, J. L. G. (1997), A Thematic Connectionist Approach to Portuguese Language Processing, Proceedings of the IASTED International Conference on Artificial Intelligence and Soft Computing, July 27-August 1, Banff, Canada, 240-243.

  • Rosa, J. L. G. (1997), Thematic Parser (in Portuguese), Estudos Linguísticos XXVI, Campinas, SP, Brazil, 352-357.

  • Rosa, J. L. G. (1997), Approaches to Symbolic Natural Language Processing (in Portuguese), Revista do Instituto de Informática da PUC-Campinas, Vol. 5, No. 2, 20-29.


    1996:

  • Rosa, J. L. G. (1996), Computing, Language, and Cognitive Science (in Portuguese), Revista do Instituto de Informática da PUC-Campinas, Vol. 4, No. 2, 36-44.


  • 1995:

  • Rosa, J. L. G. (1995), Natural Language Processing (in Portuguese), Caderno de Informática, Jornal Diário do Povo, Campinas, SP, Brazil, September 14.

  • Rosa, J. L. G. (1995), The Fifth Generation (in Portuguese), Caderno de Informática, Jornal Diário do Povo, Campinas, SP, Brazil, May 25.


  • 1994:

  • Rosa, J. L. G. (1994), The Electronic Brain (in Portuguese), Caderno de Informática, Jornal Diário do Povo, Campinas, SP, Brazil, December 15.

  • Carneiro, A. J. I., Menandro, A. B., Campos, J. E., and Rosa, J. L. G. (1994), Natural Language Processing: Case Attribution to Sentence Constituents (in Portuguese), Revista do Instituto de Informática da PUC-Campinas, Brazil, Vol. 2, No. 1, 55-59.

  • Rosa, J. L. G. and Andrade Netto, M. L. (1994), Logic and Connectionism in Natural Language Processing (in Portuguese), Anais da 2a. Jornada USP - SUCESU-SP de Informática e Telecomunicações -SUCESUSP'94, Brazil, May 30-June 1, 139-148.


  • 1993:

  • Rosa, J. L. G. and Andrade Netto, M. L. (1993), Natural Language Processing - A Connectionist Approach (in Portuguese), Revista do Instituto de Informática da PUC-Campinas, Brazil, Vol. 1, No. 1, 9-15.


    Last Update April 18, 2014.
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