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  • Goertzel B., Geisweiller N., Pennachin C., Ng K. (2013) Integrating Feature Selection into Program Learning. In: Kühnberger KU., Rudolph S., Wang P. (eds) Artificial General Intelligence. AGI 2013. Lecture Notes in Computer Science, vol 7999. Springer, Berlin, Heidelberg


  • Goertzel, Ben, Lucio Coelho, Mauricio Mudado and Cassio Pennachin. Classifier Ensemble Based Analysis of a Genome-Wide SNP Dataset Concerning Late-Onset Alzheimer Disease. Journal of Cognitive Informatics,  to appear [ /]





  • Goertzel, Ben, Lucio Souza, Mauricio Mudado and Cassio Pennachin . Identifying the Genes and Genetic Interrelationships Underlying the Impact of Calorie Restriction on Maximum Lifespan: An Artificial Intelligence Based Approach. Rejuvenation Research [ ]


  • 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 , Vancover CA, July 2007 [ ]


  • Looks, Moshe, Ben Goertzel, Lucio de Souza Coelho, Mauricio Mudado, and Cassio Pennachin, “Clustering Gene Expression Data via Mining Ensembles of Classification Rules Evolved Using MOSES”, Genetic and Evolutionary Computation COnference (GECCO),  2007. [ ]


  • Looks, Moshe, Ben Goertzel, Lucio de Souza Coelho, Mauricio Mudado, and Cassio Pennachin, “Understanding Microarray Data through Applying Competent Program Evolution”, Genetic and Evolutionary Computation COnference (GECCO) , 2007 []


  • Goertzel, Ben, Cassio Pennachin, Lucio Coelho and Mauricio Mudado. Application of MUTIC to the Exploration of Gene Expression Data on Prostate Cancer.  Genet. Mol. Res. 6 (4): 890-900 (2007)


  • Goertzel, Ben, Cassio Pennachin, Lucio Coelho, Brian Gurbaxani, Elizabeth B. Maloney, James F. Jones (2006).  Combinations of single nucleotide polymorphisms in neuroendocrine effector and receptor genes are predictive of chronic fatigue syndrome, Pharmacogenomics


  • Pennachin, Cassio, Ben Goertzel Lucio Coelho, Izabela Freire Goertzel, Murilo Queiroz, Francisco Prosdocimi, Francisco Lobo (2006).  Learning Comprehensible Classification Rules from Gene Expression Data Using Genetic Programming and Biological Ontologies, Proceedings of CIBB 2006, Genova, Italy


  • Maloney, Elizabeth M. Maloney, Brian M. Gurbaxani, James F. Jones, Lucio de Souza Coelho, Cassio Pennachin, Benjamin N. Goertzel (2006).  Chronic Fatigue Syndrome is Associated with High Allostatic Load, Pharmacogenomics


  • Goertzel, Ben, Cassio Pennachin, Lucio de Souza Coelho, Elizabeth B. Maloney, James F. Jones, Brian Gurbaxani (2006).  Allostatic Load is Associated with Symptoms in CFS Patients, Pharmacogenomics []


  • Gurbaxani, Brian, James F. Jones, Benjamin N. Goertzel, Elizabeth M. Maloney (2006). Linear Data Mining the Wichita Clinical Matrix Suggests Sleep and Allostatic Load Involvement in Chronic Fatigue Syndrome , Pharmacogenomics [ ]


  • Goertzel, Ben, Lucio Coelho, Cassio Pennachin and Mauricio Mudada (2006). Identifying Complex Biological Interactions based on Categorical Gene Expression Data . Proceedings of Conference on Evolutionary Computing 2006, Vancouver CA



  • Queiroz, Murilo, Francisco Prosdocimi, Izabela Freire Goertzel, Francisco Pereira Lobo, Cassio Pennachin, Ben Goertzel. Inferring Gene Ontology Category Membership via Gene Expression and Sequence Similarity Data Analysis . Proceedings of KR-Med 2006: Biological Ontologies in Action [ ]


  • Goertzel, Ben, Cassio Pennachin, Lúcio de Souza Coelho and Maurício de Alvarenga Mudado (2006). Identifying Complex Biological Interactions based on Classification of Gene Expression Data.  14th ISMB – 2006 ( ), August 10th  2006, in simultaneous co-event – the 2nd AB3C X-Meeting (Associação Brasileira de Bioinformática eBiologia Computacional – Brazilian Bioinformatics and Computational Biology Association)