Prof. Dr. Fernando Santos Osório

Selected Publications - BY SUBJECT

Last update in 10/20/2006
Personal Information
Name Fernando Santos Osório
Professional Address

Universidade do Vale do Rio dos Sinos,
Applied Computing Program (PIPCA)
Av. Unisinos, 950 - Bloco 6B
93022000 - Sao Leopoldo, RS - Brazil
Phone: +55 51 3591.1100 Ext.: 1629 Fax: +55 51 3590.8162
Contact: fosorio _at_ unisinos . br or fosorio _at_ gmail
Website URL: http://www.inf.unisinos.br/~osorio/

SUBJECTS:                                             See Also: Papers-Osorio.htm
Text Mining
Adaptive Virtual Environments
Intelligent Virtual Environments
Hybrid Intelligent Systems
Biometry
Autonomous Robots and Vehicles
Image Processing (ANN)


 Bibliographical Production

TEXT MINING - Automatic Text Categorization

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 SILVA, Cassiana ; VIEIRA, Renata ; OSÓRIO, Fernando S. . Evaluating the use of linguistic information in the preprocessing Evaluating the use of linguistic information in the preprocessing phase of Text Mining . Inteligencia artificial, Espanha, v. 9, n. 26, p. 59-66, 2005.

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SILVA, Cassiana ; VIEIRA, Renata ; OSÓRIO, Fernando S.; QUARESMA, Paulo .  Mining Linguistically Interpreted Texts. Linguistically Interpreted Corpora Workshop - LINC 2004. Geneva

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(Portuguese)
REATEGUI, Eliseo Berni ; CAZELLA, Sílvio César ; OSÓRIO, Fernando S. . Personalização de Páginas Web através dos Sistemas de Recomendação. In: Jair C. Leite. (Org.). Proceedings of IHC 06, SBSC 06 e Webmedia 2006 - SBC - Tutorial.
Natal, RN- Brazil: SBC, 2006, v. 1, p. 1-40.

ADAPTIVE VIRTUAL ENVIRONMENTS (3D) - E-Learning, E-Commerce, Games
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SANTOS, Cássia Trojahn dos ; OSÓRIO, Fernando S. . Potential Applications of the AdapTIVE Model: Distance Learning, E-Commerce and Games.. In: Virtual Concept 2005, 2005, Biarritz, França. Proceedings of Virtual Concept 2005. Biarritz, França : ESTIA - IEEE - Springer-Verlag, 2005. v. 1. p. 1-10.
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SANTOS, Cássia Trojahn dos ; OSÓRIO, Fernando S. . Integrating Intelligent Agents, User Models and Automatic Content Categorization in a Virtual Environment. In: ITS - International Conference on Intelligent Tutoring Systems, 2004, Maceió - Alagoas. LNCS 3220 - Intelligent Tutoring Systems (Proceedings). Berlin - Alemanha : Springer Verlag, 2004. v. 1. p. 128-139.
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SANTOS, Cássia Trojahn dos ; OSÓRIO, Fernando S. . An Intelligent virtual environment for distance learning. In: WCC - IFIP World Computer Congress, Edutech Workshop, 2004, Tolouse - França. WCC / Edutech Proceedings. Boston / Dordrecht / London : IFIP - Kluwer Academic Publishers, 2004. v. 1. p. 143-153.
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SANTOS, Cássia Trojahn dos ; OSÓRIO, Fernando S. . AdapTIVE: An Intelligent Virtual Environment and its Application in E-Commerce. In: COMPSAC 2004 / IEEE, 2004, Hong-Kong. Proceedings of the 28th. Annual International Computer Software and Applications Conference. Los Alamitos, CA : IEEE Computer Society, 2004. v. 1. p. 468-473.

INTELLIGENT VIRTUAL ENVIRONMENTS (3D)

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 OSÓRIO, Fernando S. ; MUSSE, Soraia Raupp ; VIEIRA, Renata ; HEINEN, M. R. ; Paiva, D. C. . Increasing Reality in Virtual Reality Applications through Physical and Behavioural Simulation. In: X. Fischer. (Org.). Proceedings of the Virtual Concept Conference 2006. 1 ed. Berlim: ESTIA - Virtual Concept - Springer Verlag, 2006, v. 1, p. 1-45.

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 OSÓRIO, Fernando S. ; MUSSE, Soraia Raupp ; SANTOS, Cássia Trojahn dos ; HEINEN, Farlei ; BRAUN, Adriana ; SILVA, André Tavares da . Intelligent Virtual Reality Environments (IVRE): Principles, Implementation, Interaction, Examples and Practical Applications.. In: Xavier Fischer. (Org.). Virtual Concept (Proceedings - Tutorials). 1 ed. Biarritz, França: ESTIA - IEEE - Springer-Verlag, 2005, v. 1, p. 1-64.
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MUSSE, Soraia Raupp ; OSÓRIO, Fernando S. ; GARAT, F. ; GOMEZ, M. ; THALMANN, D. . Interaction With Virtual Human Crowds Using Artificial Neural Networks To Recognize Hands Postures. In: WRV - Workshop de Realidade Virtual, 2000, Gramado, RS. Anais do WRV 2000. Porto Alegre : SBC - Sociedade Brasileira de Computação / EPECE PUC/RS, 2000. v. 1. p. 107-118.

HYBRID INTELLIGENT SYSTEMS

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 OSÓRIO, Fernando S. ; AMY, B. . INSS: A Hybrid System for Constructive Machine Learning. Neurocomputing, Netherlands, v. 1999, n. 28, p. 191-205, 1999.

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 OSÓRIO, Fernando S.; AMY, B. ; CECHIN, Adelmo. Hybrid Machine Learning Tools - INSS a Neuro-Symbolic System for Constructive Machine Learning. In: T. Furuhashi; S. Tano; H.-A. Jacobsen. (Org.). Deep Fusion of Computational and Symbolic Processing. 1 ed. Berlin: Physica-Verlag, Springer-Verlag Company, Studies in Fuzziness and Soft Computing Series, 2000, v. 59, p. 1-23.

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 DECLOEDT, L. ; OSÓRIO, Fernando S. ; AMY, B. . RULE_OUT Method: A New Approcah for Knowledge Explicitation from Trained ANN. In: Robert Andrews; Joachim Diederich. (Org.). Rules and Networks. Brisbane - Austrália: NRC / QUT - Queensland University of Technology, 1996, v. 1, p. 25-33.

BIOMETRY
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 		OSÓRIO, Fernando S. ; HEINEN, Milton Roberto . Handwritten Signatures Authentication using Artificial Neural Networks. In: IJCNN - IEEE Intenational Joint Conference on Neural Networks, 2006, Vancouver. Proceedings of the WCCI (World Congress on Computational Intelligence) - IJCNN. Vancouver - Canadá : IEEE Press, 2006. v. 1. p. 10111-10118.

AUTONOMOUS ROBOTS and VEHICLES
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 		HEINEN, Milton Roberto ; OSÓRIO, Fernando S. ; HEINEN, Farlei ; KELBER, Christian . SEVA3D: Using Artificial Neural Networks to Autonomous Vehicle Parking Control.. In: IJCNN - IEEE Intenational Joint Conference on Neural Networks, 2006, Vancouver. Proceeding of the WCCI (World Congress on Computational Intelligence) - IJCNN. Vancouver, Canadá : IEEE Press, 2006. v. 1. p. 9454-9461.
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 HEINEN, Milton Roberto ; OSÓRIO, Fernando S. . Applying Genetic Algorithms to Control Gait of Physically Based Simulated Robots.. In: CEC - IEEE Congress on Evolutionary Computation, 2006, Vancouver. Proceedings of the WCCI (World Congress on Computational Intelligence) - CEC. Vancouver - Canadá : IEEE Press, 2006. v. 1. p. 6714-6721.
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 HEINEN, Milton Roberto ; OSÓRIO, Fernando S. . Gait Control Generation for Physically Based Simulated Robots using Genetic Algorithms. In: SBIA: International Joint Conference IBERAMIA/SBIA/SBRN 2006 (IBERAMIA/SBIA 2006), 2006, Ribeirão Preto, SP. Proceedings of the IBERAMIA/SBIA 2006 - LNCS / LNAI Series of Springer Verlag. Berlin : Springer Verlag, 2006. v. 1. p. 1-10.
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 HEINEN, M. R. ; OSÓRIO, Fernando S. . Neural Networks Applied to Gait Control of Physically Based Simulated Robots. In: SBRN - Simpósio Brasileiro de Redes Neurais, 2006, Ribeirão Preto - SP. SBRN 2006 - IEEE Proceedings. Los Alamitos, CA : IEEE Computer Society Press / SBC, 2006. v. 1. p. 1-6.
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 		HEINEN, M. R. ; OSÓRIO, Fernando S. ; HEINEN, Farlei ; KELBER, Christian . Autonomous Vehicle Parking and Pull Out using Artificial Neural Networks. In: SBRN / WCI - Simp. Bras. de Redes Neurais - Wokshop on Computational Intelligence, 2006, Ribeirão Preto, SP. Anais do IBERAMIA/SBIA/SBRN - WCI - SBC. Ribeirão Preto, SP : SBC, 2006. v. 1. p. 1-6.
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 KELBER, Christian ; JUNG, Cláudio ; OSÓRIO, Fernando S. ; HEINEN, Farlei . Electrical Drives in Intelligent Vehicles: Basis for Active Driver Assistance Systems. . In: IEEE / ISIE2005 International Symposium on Industrial Electronics, 2005, Dubrovnik. Proceedings of the IEEE / ISIE2005 Conference. Dubrovnik : IEEE, 2005. v. 4. p. 1623-1628.
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 HEINEN, Farlei ; OSÓRIO, Fernando S. . HyCAR - A Robust Hybrid Control Architecture for Autonomous Robots. In: HIS 2002 - Hybrid Intelligent Systems, 2002, Santiago do Chile. Soft Computing Systems - Design, Management and Applications. Frontiers in Artificial Intelligence and Applications Series.. Amsterdam : IOS Press, 2002. v. 87. p. 830-840.
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 OSÓRIO, Fernando S. ; HEINEN, Farlei ; FORTES, Luciane . Autonomous Vehicle Parking using Finite State Automata Learned by J-CC Artificial Neural Nets. In: VII SBRN - Simpósio Brasileiro de Redes Neurais, 2002, Porto de Galinhas (Recife)- PE. Proceedings of the VII Brazilian Symposium on Neural Networks - SBRN 2002. Los Alamitos, CA : IEEE Computer Society, 2002. v. 1. p. 196-196.

IMAGE PROCESSING using Artificial Neural Nets
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 TODT, V. ; GÓMEZ, Arthur Tórgo ; OSÓRIO, Fernando S. ; HOFFMANN, L. T. ; RODRIGUES, A. G. . A Neural Approach to Classification of Satellite Images. In: SIBGRAPI - Simpósio Brasileiro de Computação Gráfica e Processamento de Imagens, 2002, Fortaleza. Anais do XV SIBGRAPI. Los Alamitos - California : IEEE Computer Society, 2002. v. 1. p. 413-413.
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 BITTENCOURT, João Ricardo ; OSÓRIO, Fernando S. . Adaptive Filters for Image Processing based on Artificial Neural Networks. In: SIBGRAPI - Simpósio Brasileiro de Computação Gráfica e Processamento de Imagens, 2000, Gramado, RS. SIBGRAPI Proceedings. Los Alamitos, CA : IEEE Computer Society Press, 2000. v. 1. p. 336-336.

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