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
Copyright Notice
The files here are
provided to you to ensure the timely dissemination of scholarly work on a
noncommercial basis. The copyrights therein are maintained by the authors or
other copyright holders (e.g., the publishers). Users who copy the files
should adhere to the terms and constraints imposed by the copyrights. They
should not sell them or otherwise use them for commercial purposes without the
explicit permission of the copyright holders.
In order to see or print the
available papers below, you will need to install Adobe Acrobat Reader. You can
download this software at
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. Pavón 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.