Looks, Moshe, Ben Goertzel, Lucio de Souza Coelho, Mauricio Mudado, and Cassio Pennachin, Understanding Microarray Data through Applying Competent Program Evolution, GECCO 2007.
Goertzel B, Looks M, Heljakka A, Pennachin C (2006) Toward a Pragmatic Understanding of the Cognitive Underpinnings of Symbol Grounding. In Gudwin R and
Queiroz J (eds), Semiotics and Intelligent Systems Development, Idea Group Publishing.
Goertzel, Ben and Cassio Pennachin, editors (2006) Artificial General Intelligence. Springer. Edited volume with chapters contributed by the leading AGI researchers.
Looks, Moshe, Ben Goertzel and Cassio Pennachin (2005) Learning Computer Programs with the Bayesian Optimization Algorithm. GECCO 2005.
Looks, Moshe, Ben Goertzel and Cassio Pennachin (2004) Novamente: An Integrative Architecture for General Intelligence. AAAI Fall Symposium on Achieving Human-Level Intelligence.
Goertzel, Ben, Cassio Pennachin, Andre Senna, Thiago Maia and Guilherme Lamacie (2003). Novamente: An Integrative Approach for Artificial General Intelligence. IJCAI-03 (International Joint Conference on Artificial Intelligence) Workshop on Agents and Cognitive Modeling.
Goertzel, Ben, Cassio Pennachin, Lucio Coelho, Leonardo Shikida, Murilo Queiroz. Biomind ArrayGenius and GeneGenius: Web Services Offering Microarray and SNP Data Analysis via Novel Machine Learning Methods. In Proceedings of IAAI 2007
Goertzel, Ben, Fabricio Silva, Cassio Pennachin, Renato Dias. Building Medical Word Association Databases Using Support Vector Machines Applied to Google Search Results, Proceedings of International Symposium on Intelligence Computation and Applications (ISICA) 2007
Goertzel B, Coelho L, Pennachin C, Mudado M (2006) Identifying Complex Biological Interactions based on Categorical Gene Expression Data. WCCI 2006 (IEEE World Congress on Computational Intelligence)
B. Goertzel, L. Coelho, C. Pennachin, I. Goertzel, M. Queiroz, F. Prosdocimi, and F. Lobo (2006) Learning Comprehensible Classification Rules from Gene Expression Data Using Genetic Programming and Biological Ontologies. Proceedings of the 7th International FLINS Conference
Goertzel B, Pinto H, Heljakka A, Goertzel IF, Ross M, Pennachin C (2006). Using Dependency Parsing and Probabilistic Inference to Extract Relationships between Genes, Proteins and Malignancies Implicit Among Multiple Biomedical Research Abstracts. Proceedings of the BioNLP Workshop on Linking Natural Language Processing and Biology at HLT-NAACL06
Maloney EM, Gurbaxani BM, Jones JF, de Souza Coelho L, Pennachin C, Goertzel BN (2006) Chronic fatigue syndrome and high allostatic load. Pharmacogenomics. 7(3):467-73.
Goertzel BN, Pennachin C, de Souza Coelho L, Gurbaxani B, Maloney EM, Jones JF (2006) Combinations of single nucleotide polymorphisms in neuroendocrine effector and receptor genes predict chronic fatigue syndrome. Pharmacogenomics. 7(3):475-83.
Goertzel BN, Pennachin C, de Souza Coelho L, Maloney EM, Jones JF, Gurbaxani B (2006) Allostatic load is associated with symptoms in chronic fatigue syndrome patients. Pharmacogenomics 7(3):485-94.
Smidgrodszki, Rafal, Ben Goertzel, Cassio Pennachin, Lucio Coelho, Francisco Prosdocimi, and W. Davis Parker, Jr. (2005) Genetic Algorithm for Analysis of Mutations in Parkinsons Disease. AI in Medicine, 35(3).
Goertzel, B. N., Pennachin, C., De Queiroz, M. S., Coelho, L., Shikida, L. (2007). Biomind ArrayGenius and GeneGenius: Web Services Offering Microarray and SNP Data Analysis via Novel Machine Learning Methods. In Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada. AAAI Press 2007, ISBN 978-1-57735-323-2: 1700-1706
De Queiroz, M. S., Berredo, R. C., Braga, A. P (2006). Reinforcement Learning of a Simple Control Task Using the Spike Response Model. In Neurocomputing 70 (2006) 14-20.
De Queiroz, M. S., Prosdocimi, F., Goertzel, I. F., Lobo, F. P., Pennachin, C. and Goertzel, B. N. (2006). Inferring Gene Ontology Category Membership via Gene Expression and Sequence Similarity Data Analysis. Poster at the Second International Workshop on Formal Biomedical Knowledge Representation: "Biomedical Ontology in Action"
Goertzel, B. N., Coelho, L. Pennachin, C., Goertzel, I., De Queiroz, M. S.. Prosdocimi, F. and Lobo, F. P. (2006). Learning Comprehensible Classification Rules from Gene Expression Data Using Genetic Programming and Biological Ontologies. In Proceedings of the 7th International FLINS Conference on Applied Artificial Intelligence (FLINS 2006), Genova, Italy, August 29-31 2006. Presented in the Third International Meeting on Computational Intelligence Methods for Bioinformatics and Statistics (CIBB 2006).
De Queiroz, M. S. (2004).Reinforcement Learning in Spiking Neurons: A New Algorithm for the Spike Response Model. In 8th Brazilian Symposium on Neural Networks (SBRN 2004).
De Queiroz, M. S. (2002). Reinforcement Learning on Spiking Neurons Based on the Spike Response Model. Master of Science Dissertation, Federal University of Minas Gerais (UFMG).
De Queiroz, M. S., Coelho Jr., C. J .N. , Da Silva Jr., D. C., Fernandes, A. O. (1998). Rapid Prototyping of Microcontroller Embedded Systems Using Esterel. In Proceedings of the XIII International Conference on Microelectronics and Packaging (XII SBMicro1998), Curitiba-PR-Brazil, August 12-14 1998.
Souza, S. A., Chaimowicz, L., "Utilizando Rapidly-Exploring Random Trees (RRTs) para o Planejamento de Caminhos em Jogos", VI Brazilian Symposium on Games and Digital Entertainment - SBGAMES 2007, S.o Leopoldo RS, Brasil.
Souza, S. A. e Freitas, H. C., "Desenvolvimento de um Simulador para Avaliação de Desempenho em Redes de Computadores", V Workshop em Sistemas Computacionais de Alto Desempenho, WSCAD 2004 (em conjunto com o 16th Symposium on Computer Architecture and High Performance Computing - SBAC-PAD 2004),
Foz do Iguaçu, PR, Brasil, pp. 216-219, 2004
Freitas, H. C., Souza, S. A., Araújo, I. L. V. e Martins, C. A. P. S., "Atividades Práticas em Disciplinas Ajudando a Desenvolver o Pensamento Científico e a Pesquisa na Graduação", Global Congress on Engineering and Technology Education, GCETE 2005, Santos, SP, março, 2005
Goertzel, B, Pennachin C., Geissweiller N., Looks M., Senna, A. L., Silva W. L., Heljakka, A. Lopes, C.E. An Integrative Methodology for Teaching Embodied Non-Linguistic Agents in Proceedings of AGI2008 USA, 2008.
Senna, A. L., Carvalho, B. P. R., Morais, F. M. Prediction of Silicon Grade in the Pig Iron Using Artificial Intelligence Techniques in Proceedings of II International Meeting on Ironmaking, Vitória, Brasil, 2004.
Goertzel, B., Pennachin C., Senna A. L., Maia T. T., Lamacie G. Novamente: An Integrative Approach for Artificial General Intelligence. IJCAI-03 (International Joint Conference on Artificial Intelligence) Workshop on Agents and Cognitive Modeling. in Proceedings of IJCAI-03 (International Joint Conference on Artificial Intelligence) USA, 2003.
Lacerda, J. F., Senna, A. L. Using Asynchronous Teams for Solving Integer Linear Problems in Proceedings of I Workshop on Parallelism in Combinatorial Optimization, Buzios, Brasil, 1998.
Mata, J.M., Senna, A.L., Andrade, M.A. Toward a Language for the Specification of Timetabling Problems in Proceedings of The 2nd International Conference on the Practice and Theory of Automated Timetabling, Toronto, Canada, 1997.
Senna, A.L., Meira Jr., W., Carvalho, M. L. B., and Siqueira, A. M. Uma Proposta para a Solucao dos Problemas Causados por Deficiencia de Informacoes na Classificacao de Padroes Utilizando Redes Neurais in Proceedings of I Simposio Brasileiro de Redes Neurais, p . 23, Caxambu, Brasil, 1994.
Meira Jr., W. Senna, A.L., Carvalho, M. L. B. HENNS: Heterogeneous Environment Neural Network Simulator in Proceedings of I Congresso Brasileiro de Redes Neurais, p. 125, Itajuba, Brasil, 1994.
Senna, A.L., Meira Jr., W., Carvalho, M. L. B., and Siqueira, A. M. Neural Networks in Biological Taxonomy in Proceedings of International Joint Conference on Neural Networks, p. 33, Nagoya, Japan, 1993.
Senna, A.L., Oliveira, Y. G., Meira Jr., W. and Carvalho, M. L. B. Taxonomia em Sistemas Biologicos com Bases de Dados Heterogeneas in Proceedings of I Simposio de Aplicacoes da Informatica em Biologia, p. 52, Campinas, Brasil, 1993.
Oliveira, Y. G., Senna, A. L., Meira Jr., W. and Carvalho, M. L. B. Taxonomia Numerica de Bacterias Atraves de Redes Neurais in Proceedings of I Simposio de Aplicacoes da Informatica em Biologia, p. 51, Campinas, Brasil, 1993.
K. Nagaraja, G. Gama, R. Bianchini, R. P. Martin, W. Meira Jr., and T. Nguyen, Quantifying Performability in Cluster-Based Services, IEEE Transactions on Parallel and Distributed Systems, volume 16, number 5, May 2005
G. Gama, K. Nagaraja, R. Bianchini, R. P. Martin, W. Meira Jr., and T. Nguyen., State Maintenance and Performability in Multi-tiered Internet Services
Internation Symposium on Reliable Distributed Systems
G. Gama, W. Meira Jr., M. Carvalho, D. Guedes, V. Almeida, Resource Placement in Distributed e-Commerce Servers, Global Internet 2001
G. Gama, W. Meira Jr., M. Carvalho, D. Guedes., Traffic-aware Distribution of e-Commerce Services, 17th International Telletraffic Conference
G. Gama, E. Kraemer, W. Meira Jr., V. Almeida., E-Representatives: Integrating WWW Caches and On-line Retailers, XVIII Brazilian Symposium on Computer Networks
L. Ishitani, G. Gama, V. Almeida, D. Guedes, W. Meira Jr., On the design of a tool for controlling privacy in the WWW,International Workshop on Information Integration on the Web
B. Goertzel, C. Pennachin, L.S. Coelho and M.A. Mudado, Application of MUTIC to the exploration of gene expression data in prostate cancer. , Genet. Mol. Res. 6 (4): 890-900 (2007)
Looks M, Goertzel B, de Souza Coelho L, Mudado M, Pennachin C. Genetic and Evolutionary Computation Conference (GECCO 2007): 407-414, Clustering gene expression data via mining ensembles of classification rules evolved using moses.
Looks M, Goertzel B, de Souza Coelho L, Mudado M, Pennachin P. Genetic and Evolutionary Computation Conference (GECCO 2007): 430, Understanding microarray data through applying competent program evolution.
Goertzel B, Pennachin C, de Souza Coelho L, Maloney EM, Jones JF, Gurbaxani B. Pharmacogenomics. 2006 Apr;7(3):485-94., Allostatic load is associated with symptoms in chronic fatigue syndrome patients.
Goertzel B, Pennachin C, de Souza Coelho L, Gurbaxani B, Maloney EM, Jones JF; Pharmacogenomics. 2006 Apr;7(3):475-83., Combinations of single nucleotide polymorphisms in neuroendocrine effector and receptor genes predict chronic fatigue syndrome.
Maloney EM, Gurbaxani BM, Jones JF, de Souza Coelho L, Pennachin C, Goertzel B; Pharmacogenomics. 2006 Apr;7(3):467-73., Chronic fatigue syndrome and high allostatic load.
Goertzel B, de Souza Coelho L, Pennachin C and Mudado M. IEEE World Congress on Computational Intelligence (WCCI 2006)., Identifying Complex Biological Interactions based on Categorical Gene Expression Data.
Smigrodzki R, Goertzel B, Pennachin C, de Souza Coelho L, Prosdocimi F, Parker WD Jr.; Artif Intell Med. 2005 Nov;35(3):227-41. Epub 2005 Oct 3.
Goertzel B ; Pennachin, C. ; Coelho, L.S. ; MUDADO, M. A. . Application of MUTIC to the Exploration of Gene Expression Data on Prostate Cancer. Genetics and Molecular Research, v. 6, p. 890-900, 2007. Genetic algorithm for analysis of mutations in Parkinsons disease.
Looks, M ; Goertzel B ; Coelho, L.S. ; MUDADO, M. A. ; Pennachin, C. . Clustering gene expression data via mining ensembles of classification rules evolved using moses. In: Genetic And Evolutionary Computation Conference, 2007, London, England. Proceedings of the 9th annual conference on Genetic and evolutionary computation. New York, NY, USA : ACM Press, 2007. p. 407-414.
Looks, M ; Goertzel B ; Coelho, L.S. ; MUDADO, M. A. ; Pennachin, C. . Understanding microarray data through applying competent program evolution. In: Genetic And Evolutionary Computation Conference, 2007, London, England. Proceedings of the 9th annual conference on Genetic and evolutionary computation ISBN:978-1-59593-697-4. New York, NY, USA : ACM Press, 2007. p. 430-430.
Goertzel B ; Coelho, L.S. ; Pennachin, C. ; MUDADO, M. A. . Identifying Complex Biological Interactions based on Categorical Gene Expression Data. In: Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, 2006, San Francisco, California. Proceedings of Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, 2006. p. 1434-1441.
MELO, R. C. ; LOPES, C. E. R. ; FERNANDES JUNIOR, F. A. ; SILVEIRA,C. H. ; SANTORO, M. M. ; CARCERONI, R. L. ; MEIRA JUNIOR, W. ; ARAUJO, A.A. . A contact map matching approach to protein structure similarity analysis. Genetics and molecular research, v. 5, n. 2, p. 284-308, 2006.
AMORIM, E. D. ; LOPES, C. E. R. ; VALLE, E. A. . Introdução à preservação de acervos digitais. Belo Horizonte: Secretaria de Estado de Cultura / Arquivo Público Mineiro, 2005. v. 1. 42 p.
LOPES, C. E. R. ; RUIZ, Linnyer Beatrys ; SANTOS, Michelle Mendes ; LINHARES, F. D. . A Multi-tier, Multimodal Wireless Sensor Network for Environmental Monitoring. In: 4th International Conference Ubiquitous Intelligence and Computing (UIC 2007)., 2007, Hong Kong, China. Lecture Notes in Computer Science (4611). Berlin Heidelberg : Springer Verlab, 2007. p. 589-598.
LOPES, C. E. R. ; MELO, J. C. E. ; ASSUNCAO, H. P. ; BRAGA, T. R. M. ; AGUIAR, F. S. ; RUIZ, L. B. ; LOUREIRO, A. A. ; NOGUEIRA, J. M. S. . MannaSim: Simulando Redes de Sensores Sem Fio. In: Simpósio Brasileiro de Redes de Computadores (Salão de Ferramentas), 2006, Curitiba. Anais do XXIV Simpósio Brasileiro de Redes de Computadores (Salão de Ferramentas), 2006.
FERNANDES JUNIOR, F. A. ; LOPES, C. E. R. ; MELO, R. C. ; SANTORO, M. M. ; CARCERONI, R. L. ; MEIRA JUNIOR, W. ; SILVEIRA, C. H. ; ARAUJO, A. A. . An Image Matching Approach to Protein Similarity Analysis. In: XVII Brazilian Symposium on Computer Graphics (SIBGRAPI 2004), 2004, Curitiba-PR. Proceedings of XVII Brazilian Symposium on Computer Graphics. Los Alamitos - California : IEEE Press, 2004. p. 17-25.
LOPES, C. E. R. ; VALLE, E. A. ; AMORIM, E. D. ; VIEIRA, F. M. . Digitalizando para Durar: A Experiência do Arquivo Público Mineiro. In: I Encontro Nacional de Arquivologia, 2004, Brasília-DF. I Encontro Nacional de Arquivologia, 2004.
LOPES, C. E. R. ; OLIVEIRA, C. J. S. ; ARAUJO, A. A. . Protótipo para Recuperação de Imagens com Base no Conteúdo Visual para a Base de Imagens Fotográficas do Arquivo Público Mineiro. In: XII Semana de Iniciação Cientifica da UFMG, 2003, Belo Horizonte-MG. Anais Eletronicos da XII Semana de Iniciação Científica UFMG, 2003.
OLIVEIRA, C. J. S. ; PIO, J. L. S. ; LOPES, C. E. R. ; ARAUJO, A. A. ; FERNANDES JUNIOR, F. A. . Retrieving Texture Satellite Images. In: XVI Brazilian Symposium on Computer Graphics (SIBGRAPI 2003), 2003, Ribeirão Preto-SP. Electronical Proceedings of XVI Brazilian Symposium on Computer Graphics, 2003.
RUIZ, Linnyer Beatrys, BRAGA, Thais Regina de Moura, SILVA, Fabrício Aguiar, ASSUNCAO, Helen Peters, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira,On the Design of a Self-Managed Wireless Sensor Network. IEEE Communications Magazine. , v.43, p.95 - 102, 2005.
SILVA, Fabrício Aguiar, RUIZ, Linnyer Beatrys, NOGUEIRA, José Marcos Silva, BRAGA, Thais Regina de Moura,Code mobility in sensor networks In: Wireless Ad Hoc and Sensor Networks ed.Londres : ISTE Ltd, 2007, p. 300-318.
SILVA, Fabrício Aguiar, RUIZ, Linnyer Beatrys, NOGUEIRA, José Marcos Silva, BRAGA, Thais Regina de Moura,Mobilité de code dans les réseaux de capteurs sans fil In: Réseaux mobiles ad hoc et réseaux de capteurs ed. : Hermes Science, 2006, p. 281-310.,
SILVA, Fabrício Aguiar, BRAGA, Thais Regina de Moura, RUIZ, Linnyer Beatrys, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, Service Migration in Wireless Sensor Networks In: IEEE Symposium on Computers and Communications (ISCC07), 2007, Aveiro., IEEE Symposium on Computers and Communications. , 2007. p.949 - 954
SILVA, Fabrício Aguiar, BRAGA, Thais Regina de Moura, RUIZ, Linnyer Beatrys, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, To migrate or not to migrate management services in wireless sensor networks? In: International Workshop on Managing Ubiquitous Communications and Services, 2007,Munique., Fourth International Workshop on Managing Ubiquitous Communications and Services. Berlin: Multicom Verlag, 2007. p.31 - 48
BRAGA, Thais Regina de Moura, SILVA, Fabrício Aguiar, RUIZ, Linnyer Beatrys, LOUREIRO, Antonio Alfredo Ferreira, NOGUEIRA, José Marcos Silva, Design and Evaluation of an Autonomic Sensor Element In: The Latin American Autonomic Computing Symposium (LAACS), 2006, Campo Grande., The Latin American Autonomic Computing Symposium (LAACS 2006), 2006 (Best Paper Award).
RUIZ, Linnyer Beatrys, BRAGA, Thais Regina de Moura, SILVA, Fabrício Aguiar, ASSUNCAO, Helen Peters, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, AGOULMINE, Nazim, Conception dune application dauto gestion pour des réseaux de capteurs sans fils In: Gestion de Reseaux et de Services, 2005, Luchon., Gestion de REseaux et de Services (VI GRES 2005). , 2005. p.129 - 141
SILVA, Fabrício Aguiar, BRAGA, Thais Regina de Moura, RUIZ, Linnyer Beatrys, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, Defining a Wireless Sensor Network Management Protocol In: Latin American Network Operations and Management Symposium, 2005, Porto Alegre., 4th Latin American Network Operations and Management Symposium. , 2005.
SILVA, Fabrício Aguiar, RUIZ, Linnyer Beatrys, BRAGA, Thais Regina de Moura, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, Designing a Self-organizing Wireless Sensor Network In: International Workshop on Mobility Aware Technologies and Applications, 2004, Florianópolis., Mobility Aware Technologies and Applications. Springer Berlin / Heidelberg, 2004. v.3284. p.186 - 195
RUIZ, Linnyer Beatrys, SILVA, Fabrício Aguiar, BRAGA, Thais Regina de Moura, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, On Impact of Management on Wireless Sensor Networks In: IEEE/IFIP Network Operation and Management Symposium, 2004, Seul., IEEE/IFIP Network Operation and Management Symposium. , 2004. p.657 - 670
SILVA, Fabrício Aguiar, LOUREIRO, Antonio Alfredo Ferreira, RUIZ, Linnyer Beatrys, BRAGA, Thais Regina de Moura, NOGUEIRA, José Marcos Silva, Service Management in Wireless Sensor Networks In: IEEE Latin American Network Operation and Management Symposium, 2003, Foz do Iguaçu., 3rd IEEE Latin American Network Operation and Management Symposium. , 2003. p.55 - 62
BRAGA, Thais Regina de Moura, SILVA, Fabrício Aguiar, RUIZ, Linnyer Beatrys, LOUREIRO, Antonio Alfredo Ferreira, NOGUEIRA, José Marcos Silva, A Tiny and Light-weight Autonomic Element for Wireless Sensor Networks In: IEEE International Conference on Autonomic Computing (ICAC), 2007, Jacksonsville., Proceedings of the Fourth International Conference on Autonomic Computing. , 2007. p.17 -
SILVA, Fabrício Aguiar, BRAGA, Thais Regina de Moura, RUIZ, Linnyer Beatrys, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, A Comparative Study of Distributed Self-management Approaches for Wireless Sensor Networks In: IEEE/IFIP Network Operations & Management Symposium, 2006, Vancouver., IEEE/IFIP Network Operations & Management Symposium. , 2006. p.1 - 4
RUIZ, Linnyer Beatrys, BRAGA, Thais Regina de Moura, SILVA, Fabrício Aguiar, ASSUNCAO, Helen Peters, NOGUEIRA, José Marcos Silva, LOUREIRO, Antonio Alfredo Ferreira, Self-Managed Wireless Sensor Networks: A Study Case In: IFIP/IEE International Symposium on Integrated Network Management, 2005, Nice., IFIP/IEE International Symposium on Integrated Network Management. IM 2005 Poster Proceedings, 2005.
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