In this page:

bulletPublications
bulletPresentations and posters
bulletCourse projects
bulletGo to my Research intranet.

 

Publications

bulletRecent Papers

            F. Bromberg, D. Margaritis, and V. Honavar. “Efficient Markov network Structure Discovery using Independence Tests”. SIAM 2006 conference on Data Mining (SDM06). (pdf).

 

bulletPublished while at the Artificial Intelligence Research Laboratory at Iowa State University, under the advise of Dr. Vasant Honavar.

F. Bromberg and V. Honavar. “Multi Agent Learning from Data”. The International Symposium on Modern Computing. Iowa State University. October 2003 (pdf, abstract).

bulletPublished while at the Cardiac Energetic and Metabolism Lab, School of Medicine, Univ. of Buenos Aires, Argentina, under the advise of Dr. Jorge Ponce-Hornos (among other affiliations, president of the Argentinean Biophysical society).

J. Blengino, F.Bromberg and J.E. Ponce-Hornos,: "A model for the Release of Calcium by Junctional Sarcoplasmic  Reticulum", 4th Southern Cone Biophysics Congress. Campinas, Sao Paulo, Brazil. July 2000.

P. Bonazzola, F. Bromberg, G. Mato, H. Wio, J.E. Ponce-Hornos. “Temporal Evolution of the Heat Production from Cardiac Contraction”. ”. 28th  Annual Meeting of the Argentine Biophysical Society. La Cumbre. Argentina. Nov 1999

F. Bromberg and J.E. Ponce-Hornos “Computational Modeling and Simulation of Miothermic Responses of Cardiac Muscle Cells”. 28th  Annual Meeting of the Argentine Biophysical Society. La Cumbre. Córdoba. Argentina. Nov 1999.

 

bulletPublished while at the Statistical Physics Group, Instituto Balserio, Centro Atomico Bariloche, under the advise of Dr German Mato.

M.S.  Thesis: “Noise Induced Phase Transition in Globally Coupled Neural Oscillators.” Statistical Physics Department. CAB, S.C. de Bariloche, Argentina. (available upon request, in spanish).

Presentations and posters

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Poster presented at the International Symposium on Modern Computing, in Celebration of John V. Atanasoff 100th Birthday. Oct 2003. (pdf, abstract)

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AI Seminar presentations at Computer Science Dept, ISU.

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Multi-agent Learning from Data. Fall 2003 (pdf, 2.4mb).
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CS 633 Randomness in Computation (Fall 2003, Prof. Jack Lutz) 

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Predicting with Confidence. (pdf).

 

Course projects

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ECON 308 Agent-based computation economics (Spring 2004, Prof Leigh Tesfatsion)

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Final Project: Multi-Agent Data Mining, a Knowledge Markets approach.
bulletProposal (ppt)
bulletReport (pdf) 

 

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CS 561 Principles of Databases (Spring 2003, Prof L. Miller)

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Final Project: Learning Bayesian Networks from Streamed data.
bullet Report
bullet Code Documentation in Javadoc.
bulletThe source code (included for documentation purposes, but don't try to run it, since you need access to ISU computer science domain).

 

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Philosophy 465 Brain, Minds and Computers (Fall 2002, Prof. Bill Robinson)

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Final Paper. "On Goswami's monistic idealism worldview" ( pdf ).
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CS 572 Artificial Intelligence (Fall 2002, Prof D. Margaritis)

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Laboratory 1: Agent's Search Strategies 
bulletReport
bulletDownload code+JBuilder project (zipped)
bulletCode Documentation (in JavaDoc)
bulletReadme file
bulletIntranets used
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Laboratory 2: Decision Trees
bulletReport
bulletDownload code+JBuilder project (zipped)
bulletCode Documentation (in JavaDoc)
bulletReadme for C50 and for randomSplit
bulletDatasets used.
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Final Project Web Page on the implementation of Pearl's belief propagation bayesian networks inference algorithm. 

CS 573 Machine Learning (Spring 2002, Prof. Vasant Honavar)

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Laboratory 2: Bayesian Learning
bulletReport
bulletDownload code (zipped)
bulletCode Documentation (in JavaDoc)
bulletReadme file
bulletDatasets used