Fabio Cozman's
Publications (as of February 2013)
You can find a
list of selected publications elsewhere,
containing only those papers that summarize previous results (basically
book chapters and journal papers) and those papers/reports that
contain otherwise unpublished material.
Edited books
- Fabio G. Cozman, Avi Pfeffer.
Uncertainty in Artificial Intelligence - Proceedings of the Twenty-Seventh
Conference, AUAI Press, 2011.
- F. G. Cozman, R. Nau, T. Seidenfeld (editors).
Proceedings of the Fourth International Symposium
on Imprecise Probabilities and Their Applications,
Society for Imprecise Probability Theory and Applications,
2005.
- L. N. de Barros, R. M. Cesar Junior, F. G. Cozman, A. H. R. Costa
(editors). Proceedings of the IBERAMIA/SBIA 2000 Workshops,
ISBN 85-901664-1-4, Editora Tec Art, São Paulo, Brazil, 2000.
- G. de Cooman, F. G. Cozman, S. Moral, P. Walley (editors).
Proceedings of the First Symposium on Imprecise Probabilities
and Their Applications, ISBN 90-805034-1-X, Ghent, Belgium, 1999.
Edited special issues
- Fabio G. Cozman, Rolf Haenni, Jan-Willem Romeijn, Federica Russo,
Gregory Wheeler, Jon Williamson (editors).
Special issue: Combining Probability and Logic,
Journal of Applied Logic, vol. 7, 2009.
- A. Cano, F. G. Cozman, T. Lukasiewicz (editors).
Special issue: Reasoning with Imprecise Probabilities,
International Journal of Approximate Reasoning,
vol. 44, n. 3, 2007.
- F. G. Cozman, S. Moral (editors).
Special issue: Reasoning with Imprecise Probabilities,
International Journal of Approximate Reasoning,
vol. 24, n. 2/3, 2000.
- F. G. Cozman, S. Moral (editors).
Special issue: Models for Imprecise Probabilities
and Partial Knowledge,
International Journal of Uncertainty, Fuzziness and
Knowledge-based Systems, vol. 8, n. 3, 2000.
Book chapters
-
Fabio G. Cozman, Teddy Seidenfeld.
Independence for full conditional measures and their graphoid properties.
Foundations of the Formal Sciences VI,
Reasoning about Probabilities and Probabilistic Reasoning
pp. 1-29, College Publications, London, 2009.
Preprint available.
-
F. G. Cozman, I. Cohen,
Risks of semi-supervised learning,
in Olivier Chapelle, Bernhard Scholkopf, Alexander Zien
(editors),
Semi-Supervised Learning, pp. 55-70, 2006.
Preprint available.
Journal articles
-
Fabio G. Cozman.
Sets of probability distributions, independence, and convexity.
Synthese, 186(2):577-600, 2012.
Preprint available.
-
Rafael A. M. Goncalves, Diego R. Cueva, Marcos R. Pereira-Barretto, Fabio G. Cozman.
A model for inference of emotional state based on facial expressions
Journal of the Brazilian Computer Society, 2012 (Online first).
Preprint available.
-
Valquiria Fenelon Pereira, Paulo E. Santos, Hannah M. Dee and Fabio G. Cozman.
Reasoning about shadows in a mobile robot environment.
Applied Intelligence, 2012 (Online first).
Preprint available.
-
Marcos R. P. Barretto, William J. Fuks, Fabio G. Cozman.
Adaptabilidade em sistemas de recomendacao: Perspectivas,
Revista de Sistemas e Computacao, vol. 2, pp. 89-94, 2012.
-
Daniel Kikuti, Fabio G. Cozman, Ricardo Shirota Filho.
Sequential decision making with partially ordered preferences.
Artificial Intelligence, 175(7-8):1346-1365, 2011.
Preprint available.
-
Karina Valdivia Delgado, Leliane Nunes de Barros, Fabio Gagliardi
Cozman, Scott Sanner.
Using mathematical programming to solve Factored Markov Decision
Processes with Imprecise Probabilities.
International Journal of Approximate Reasoning, p. 200, 2011.
Preprint available.
-
Rafael A. M. Goncalves, Diego R. Cueva, Marcos R. P. Barretto, Fabio
G. Cozman.
A dynamic model for identification of emotional expressions,
Polibits, vol. 44, pp. 25-30, 2011.
Preprint available.
-
Fabio Gagliardi Cozman.
Concentration inequalities and laws of large numbers under epistemic
and regular irrelevance.
International Journal of Approximate Reasoning,
51:1069-1084, 2010.
Preprint available.
-
Marko Ackermann, Fabio Gagliardi Cozman.
Automatic knee flexion in lower limb orthoses.
Journal of the Brazilian Society of Mechanical Sciences
and Engineering, 31(4):305-311, 2009.
Preprint available.
-
Cassio Polpo de Campos, Fabio G. Cozman, Jose Eduardo Ochoa Luna.
Assembling a consistent set of sentences in relational
probabilistic logic with stochastic independence,
Journal of Applied Logic, 7:137-154, 2009.
-
Jaime Shinsuke Ide, Fabio G. Cozman.
Approximate algorithms for credal networks with binary variables,
International Journal of Approximate Reasoning, v. 48, p. 275-296, 2008.
Preprint available.
-
Fabio G. Cozman, Cassio Polpo de Campos, Jose Carlos Ferreira da Rocha.
Probabilistic logic with independence,
International Journal of Approximate Reasoning, v. 49, p. 3-17, 2008.
Preprint available.
-
Ismenia Blavatsky, Fabio G. Cozman.
Avaliacao do uso de redes Bayesianas discretas para imputacao,
Revista Brasileira de Estatistica, vol. 69, pp. 85-111, 2008.
-
C. Polpo de Campos, F. G. Cozman.
Computing lower and upper expectations under
epistemic independence,
International Journal of Approximate Reasoning,
44(3):244-260, 2007.
Preprint available.
-
P. Vicig, M. Zaffalon, F. G.Cozman.
Notes on "Notes on conditional previsions",
International Journal of Approximate Reasoning,
44(3):358-365, 2007.
Preprint available.
-
D. Berleant, F. G. Cozman, O. Kosheleva, V. Kreinovich.
Dealing with Imprecise Probabilities: Interval-related
talks at ISIPTA'05,
Reliable Computing, 12(2):153-165, 2006.
Preprint available.
-
F. G. Cozman, P. Walley.
Graphoid properties of epistemic irrelevance and
independence,
Annals of Mathematics and Artificial Intelligence,
45:173-195, 2005.
Preprint available.
-
N. Sebe, I. Cohen, F. G. Cozman, T. Gevers,
T. S. Huang.
Learning probabilistic classifiers for human-computer
interaction applications,
Multimedia Systems,
10(6):484-498, 2005.
Preprint
available.
- F. T. Ramos, F. G. Cozman.
Anytime anyspace probabilistic inference,
International Journal of Approximate Reasoning,
38:53-80, 2005.
Preprint available.
- F. G.Cozman.
Graphical models for imprecise probabilities,
Journal of International Journal of Approximate Reasoning,
39(2-3):167-184, 2005.
Preprint available.
- J. C. F. da Rocha, F. G. Cozman.
Inference in credal networks: branch-and-bound
methods and the A/R+ algorithm,
International Journal of Approximate Reasoning,
39(2-3):279-296, 2005.
Preprint available.
- I. Cohen, F. G. Cozman, N. Sebe, M. C. Cirelo, T. S. Huang.
Semisupervised learning of classifiers: Theory, algorithms,
and their application to human-computer interaction,
IEEE Transactions on Pattern Analysis and Machine Intelligence,
26(12):1553-1568, 2004.
Preprint
available.
- J. C. F. da Rocha, F. G. Cozman.
A/R+: Um algoritmo para inferência em redes credais,
Scientia, vol. 14, n. 2, p. 191-206, Julho/Dezembro 2003.
[Portuguese]
- F. G. Cozman.
The JavaBayes system,
The ISBA Bulletin, vol. 7, n. 4, pp. 16-21, 2001
(invited publication without referreing process).
Preprint available.
- F. G. Cozman, E. Krotkov, C. E. Guestrin.
Outdoor Visual Position Estimation for Planetary Rovers,
Autonomous Robots, vol. 9, pp. 135-150, 2000.
Preprint available.
- F. G. Cozman.
Credal networks, Artificial Intelligence Journal,
vol. 120, pp. 199-233, 2000.
Preprint available.
- F. G. Cozman.
Computing posterior upper expectations,
International Journal of Approximate Reasoning,
vol. 24, pp. 191-205, 2000.
Preprint available.
- F. G. Cozman.
Calculation of Posterior Bounds Given Convex Sets of
Prior Probability Measures and Likelihood Functions,
Journal of Computational and Graphical Statistics,
vol. 8(4), pp. 824-838, 1999.
Preprint available.
- F. G. Cozman.
Independence Relations in the Robustness Analysis
of Multivariate Probabilistic Models,
Revista Ciência e Engenharia, 1, pp. 30-36, 1999.
Article selected by the organizing committee of the
XII Congresso Brasileiro de Automática (Brazilian
Conference on Automation).
- F. G. Cozman, J. C. Adamowski.
A Mecânica Descobre as Engrenagens do Futuro,
Noticiário de Equipamentos Industriais (NEI),
pp. 3-6, January, 1999 (invited publication without
refereeing process) [Portuguese].
Conferences and symposia
- J, E, Ochoa-Luna, K. C. Revoredo, F. G. Cozman.
An Experimental Evaluation of a Scalable Probabilistic Description Logic Approach for Semantic
Link Prediction.
8th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2012),
pp. 63-74, 2012.
Preprint available.
- R. B. Polastro, F. G. Cozman, F. I. Takiyama, K. C. Revoredo.
Computing inferences for Credal ALC terminologies,
8th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2012),
pp. 94-97, 2012.
Preprint available.
- F. G. Cozman, M. R. P. Barretto, William J. Fuks.
Adaptability in recommendation systems: perspectives,
Workshop de Tecnologia Adaptativa (WTA 2012), pp. 1-5, 2012.
- F. I. Takiyama, F. G. Cozman.
Inferences in CRALC using the AC-FOVE algorithm,
XIX Congresso Brasileiro de Automatica, 2012.
- F. S. Truzzi, V. F. da Silva, A. H. R. COSTA, F. G. Cozman.
Markov Decision Processes for ad network optimization,
Encontro Nacional de Inteligencia Artificial (ENIA), 2012.
Preprint available.
- J. A. Gurzoni Jr., F. G. Cozman.
Classification of laser and visual sensors using associative Markov
networks,
Encontro Nacional de Inteligencia Artificial (ENIA), 2012.
Preprint available.
- V. F. Pereira, P. E. Santos, F. G. Cozman.
Reconhecimento de objetos baseado em contexto utilizando a logica
de descricao Probabilistica,
Encontro Nacional de Inteligencia Artificial (ENIA), 2012.
Preprint available.
- F. I. Takiyama, F. G. Cozman.
Algoritmo de eliminacao de variaveis em primeira ordem aplicado a uma
logica de descricao probabilistica,
Encontro Nacional de Inteligencia Artificial (ENIA), 2012.
Preprint available.
- J. E. Ochoa-Luna, K. C. Revoredo, F. G. Cozman.
A scalable probabilistic description logic approach for semantic
link prediction,
Encontro Nacional de Inteligencia Artificial (ENIA), 2012.
Preprint available.
- F. de O. Franco, L. N. de Barros, K. V. Delgado, F. G. Cozman.
Jogos Markovianos alternados com probabilidades imprecisas dadas por
conjuntos credais,
Anais do VIII Encontro Nacional de Inteligencia Artificial, 2011.
- R. A. M. Goncalves, D. R. Cueva, M. R. P. Barretto, F. G. Cozman.
Determinacao da emocao demonstrada pelo interlocutor,
Anais do VIII Encontro Nacional de Inteligencia Artificial, 2011.
- D. R. Cueva, R. A. M. Goncalves, F. G. Cozman, M. R. P. Barretto.
Fusao de observacoes afetivas em cenarios realistas,
Anais do VIII Encontro Nacional de Inteligencia Artificial, 2011.
- M. Finger, R. Wassermann, F. G. Cozman.
Satisfiability in EL with sets of probabilistic ABoxes,
International Workshop on Description Logics, 2011.
Preprint available.
- F. R. Correa, F. G. Cozman, J. Okamoto Jr.
Collective classification in semantic mapping with a
probabilistic description logic,
International Workshop on Description Logics, 2011.
Preprint available.
- K. C. Revoredo, J. E. Ochoa-Luna, F. G. Cozman.
Semantic Link Prediction through Probabilistic Description Logic,
7th International Workshop on Uncertainty Reasoning for the Semantic Web,
pp. 87–97, Bonn, Germany, 2011.
Preprint available.
- T. Matos, Y. P. Bergamo, V. F. da Silva, F. G. Cozman, A. H. R. Costa.
Simultaneous Abstract and Concrete Reinforcement Learning,
Symposium on Abstraction, Reformulation, and Approximation, pp. 82-89,
Parador de Cardona, July 2011.
Preprint available.
-
J. E Ochoa-Luna, K. C. Revoredo, F. G. Cozman.
Learning probabilistic description logics: A framework and algorithms,
Advances in Artificial Intelligence - 10th Mexican International Conference on
Artificial Intelligence (MICAI2011), Lecture Notes in Artificial Intelligence 7094
Part I, pp. 28-39, Springer, 2011.
Preprint available.
-
D. R. Cueva, R. A. M. Goncalves, F. G. Cozman, M. R. P. Barretto.
Crawling to improve multimodal emotion detection,
Advances in Artificial Intelligence - 10th Mexican International Conference on
Artificial Intelligence (MICAI2011), Lecture Notes in Artificial Intelligence 7095,
Part II, pp. 343-350, Springer, 2011.
Preprint available.
- P. E. Santos, F. G. Cozman, V. F. Pereira, B. Hummel.
Probabilistic logic encoding of spatial domains.
International Workshop on Uncertainty in Description Logics, 2010.
Preprint available.
- V. F. Pereira, B. Hummel, P. E. Santos, F. G. Cozman.
Encoding spatial domains with relational Bayesian networks.
Workshop on Spatio-Temporal Dynamics (STeDY), pp. 49-54, 2010.
Preprint available.
- M. G. Eboli, F. G. Cozman.
Markov decision processes from colored Petri nets,
Advances in Artificial Intelligence - SBIA 2010 (Lecture Notes in Artificial Intelligence),
vol. 6404. p. 72-81, 2010.
- F. R. Correa, F. G. Cozman, J. Okamoto Jr.
Mapeamento tridimensional de ambientes com sensor laser fixo a um robo movel,
XVIII Congresso Brasileiro de Automatica, pp. 9-14, 2010.
- M. G. Eboli, F. G. Cozman, K. V. Delgado, L. N. de Barros.
From colored Petri nets to Markov decision processes,
XVIII Congresso Brasileiro de Automática, pp. 1755-1762, 2010.
- J. E. Ochoa-Luna, K. C. Revoredo, F. G. Cozman.
Semantic query extension using query contexts and probabilistic description logics,
III International Workshop on Web and Text Intelligence (WTI), pp. 856-865, 2010.
Preprint available.
-
Kate C. Revoredo, Jose Eduardo Ochoa-Luna, Fabio G. Cozman.
Learning terminologies in probabilistic description logics.
Lecture Notes in Artificial Intelligence, volume 6404,
Advances in Artificial Intelligence - SBIA 2010, pp. 41-50, 2010.
Preprint available.
-
Rodrigo B. Polastro, Fabiano E. Correa, Fabio G. Cozman, J. Okamoto Jr.
Semantic mapping with a probabilistic description logic.
Lecture Notes in Artificial Intelligence, volume 6404,
Advances in Artificial Intelligence - SBIA 2010, pp. 62-71, 2010.
Preprint available.
-
Fabiano Correa, Rodrigo Bellizia Polastro, Fabio Gagliardi Cozman, Jun Okamoto Junior.
Dealing with semantic knowledge in robotics with a probabilistic description logic.
ASAI 2010 - XI Argentine Symposium on Artificial Intelligence, p. 1-12, 2010.
Preprint available.
-
Jose Eduardo Ochoa Luna, Kate Revoredo, Fabio Gagliardi Cozman.
Semantic query extension through probabilistic description logics.
Workshop on Uncertainty Reasoning for the Semantic Web at the
International Semantic Web Conference, p. 49-60, 2010.
Preprint available.
-
Jose Eduardo Ochoa Luna, Kate Revoredo, Fabio Gagliardi Cozman.
Learning sentences and assessments in probabilistic description logics.
Workshop on Uncertainty Reasoning for the Semantic Web at the
International Semantic Web Conference, p. 85-96, 2010.
Preprint available.
-
Karina Valdivia Delgado, Scott Sanner, Leliane Nunes de Barros,
Fabio G. Cozman.
Efficient solutions to factored MDPs with imprecise transition probabilities,
19th International Conference on Automated Planning and Scheduling,
pp. 98-105, Thessaloniki, Greece, 2009.
Preprint available.
- K. V. Delgado, L. N. de Barros, F. G. Cozman, R. Shirota Filho.
Representing and solving factored Markov Decision Processes with imprecise probabilities,
Proceedings on the Sixth International Symposium on Imprecise Probabilities: Theories
and Applications, pp. 169-178, 2009.
Preprint available.
- D. D. Maua, F. G. Cozman.
Representing and classifying user reviews,
Encontro Nacional de Inteligencia Artificial, 2009.
Preprint available.
- J. E. Ochoa-Luna, F. G. Cozman.
A probabilistic algorithm for multi-relational data mining,
V Workshop em Algoritmos e Aplicacoes de Mineracao de Dados,
pp. 34-41, 2009.
Preprint available.
- J. E. Ochoa-Luna, F. G. Cozman.
An algorithm for learning with probabilistic description logics,
International Workshop on Uncertainty Reasoning for the Semantic Web, pp. 63-74, 2009.
Preprint available.
- D. J. Santos Filho, L. A. Moscato, P. E. Miyagi, F. G. Cozman, C. H. Kano.
Educacao tutorial: uma proposta de formacao diferenciada em engenharia,
XVIII Encontro Anual da Associacao Brasil Japao de Pesquisadores e II Simposio
Brasil-Japao, pp. 123-130, 2009.
-
Fabio G. Cozman.
Concentration inequalities and laws of large numbers under
epistemic irrelevance,
Sixth International Symposium on Imprecise Probability:
Theories and Applications, 2009.
A revised
version of the paper presented at the meeting is available.
-
Fabio G. Cozman, Rodrigo Polastro.
Complexity analysis and variational inference for
interpretation-based probabilistic description logics,
Conference on Uncertainty in Artificial Intelligence, 2009.
Preprint available.
-
Fabio G. Cozman, Rodrigo Bellizia Polastro.
Loopy propagation in a probabilistic description logic,
Second International Conference on Scalable Uncertainty
Management, Lecture Notes in Artificial Intelligence,
LNAI 5291, pp. 120-133, Springer, 2008.
Preprint available.
-
Silvio do Lago Pereira, Leliane N. de Barros, Fabio G. Cozman.
Strong Probabilistic Planning,
Advances in Artificial Intelligence, 7th Mexican International Conference
on Artificial Intelligence (MICAI),
Lecture Notes in Computer Science 5317, Springer (ISBN 978-3-540-88635-8),
pp. 636-652, 2008.
Preprint available.
-
Felipe W. Trevizan, Fabio G. Cozman, Leliane N. de Barros.
Mixed Probabilistic and Nondeterministic Factored Planning
through Markov Decision Processes with Set-Valued Transitions,
Workshop on A Reality Check for Planning and Scheduling
Under Uncertainty at the Eighteenth International Conference
on Automated Planning and Scheduling (ICAPS), 2008.
Preprint available.
-
Victor Anselmo Silva, Rodrigo Polastro, Fábio Gagliardi Cozman.
Learning Classifiers with Markov Logic Networks,
Congresso Brasileiro de Automática (CBA), 6 pp.,
Juiz de Fora, Brazil, 2008.
Preprint available.
-
Monica Eboli, Fabio G. Cozman.
Modeling Manufacturing systems with Stochastic Petri Nets and
Markov Decision Processes with Imprecise Probabilities: Theory
and Application in the Automotive Industry,
Congresso Brasileiro de Automática (CBA), 6 pp.,
Juiz de Fora, Brazil, 2008.
Preprint available.
-
Denis D. Maua, Fabio Gagliardi Cozman.
Using social data to predict trust on web communities: A case
study with the epinions.com website,
Workshop on Information Visualization and Analysis in Social
Networks (WIVA), 10 pp., Campinas, Brazil, 2008.
Preprint available.
-
Monica Goes Eboli, Fabio G. Cozman.
Modeling automotive assembly lines with generalized stochastic
Petri nets and Markov decision processes with imprecise probabilities.
XVII Congresso e Exposição Internacional de Tecnologia da Mobilidade.
SAE Brasil Paper Number 2008-36-0143, São Paulo, Brazil, 2008.
-
Rodrigo B. Polastro, Fabio G. Cozman.
Inference in probabilistic ontologies with attributive concept
descriptions and nominals,
Workshop on Uncertainty Reasoning for the Semantic Web at the
7th International Semantic Web Conference,
pp. 56-67, 2008.
Preprint available.
-
Felipe W. Trevizan, Fabio G. Cozman, Leliane N. de Barros.
Planning under Risk and Knightian Uncertainty,
International Joint Conference on Artificial Intelligence,
pp. 2023-2028, 2007.
Preprint available.
-
João Vitor Torres, Fabio Gagliardi Cozman, André Rodrigues.
Compact Representations of Markov decision processes
and their application to printer management,
Encontro Nacional de Inteligencia Artificial,
pp. 1072-1081, Rio de Janeiro, RJ, 2007.
Preprint available.
-
Paulo Sérgio de Souza Andrade, Jose C. F. da Rocha,
Danillo Paulo Couto, Andre da Costa Teves,
Fabio Gagliardi Cozman.
A toolset for propositional probabilistic logic,
Encontro Nacional de Inteligencia Artificial,
pp. 1371-1380, Rio de Janeiro, RJ, 2007.
Preprint available.
-
Jose Eduardo Ochoa Luna, Cassio Polpo de Campos,
Fabio Gagliardi Cozman.
Independence in relational languages with finite domains,
Encontro Nacional de Inteligencia Artificial,
pp. 1420-1429, Rio de Janeiro, RJ, 2007.
Preprint available.
-
Cassio Polpo de Campos, Fabio Gagliardi Cozman.
Inference in credal networks through integer programming,
Fifth International Symposium on Imprecise Probability:
Theories and Applications, pp. 145-154,
Praga, República Tcheca, 2007.
Preprint available.
-
Ricardo Shirota Filho, Fabio Gagliardi Cozman,
Felipe Werndl Trevizan, Cassio Polpo de Campos,
Leliane Nunes de Barros.
Multilinear and integer programming for Markov decision
processes with imprecise probabilities,
Fifth International Symposium on Imprecise Probability:
Theories and Applications, pp. 395-404,
Praga, República Tcheca, 2007.
Preprint available.
-
F. W. Trevizan, F. G. Cozman, L. Nunes de Barros,
Unifying nondeterministic and probabilistic planning through
imprecise Markov decision processes,
Brazilian Symposium on Artificial Intelligence,
pp. 502-511, 2006. [Best Paper Award]
Preprint available.
-
F. G. Cozman, C. Polpo de Campos, J. C Ferreira da Rocha,
Probabilistic logic with strong independence,
Brazilian Symposium on Artificial Intelligence,
pp. 612-621, 2006.
Preprint available.
-
A. Antonucci, M. Zaffalon, J. Ide, F. G. Cozman.
Binarization algorithms for approximate updating in credal nets.
In L. Penserini, P. Peppas, A. Perini, eds.,
Proceedings of
the Third European Starting AI Researcher Symposium, pp. 120-131,
Amsterdam, The Netherlands, IOS Press, 2006.
-
J.S. Ide, E.C. Colla and F.G. Cozman. Bayesian Network Classifiers
for Short Period Country Risk Forecasting.
Proceedings of the Workshop
em Algoritmos e Aplicações de Mineração de Dados (WAAMD), held jointly
with 21st Brazilian Symposium on Databases, pp. 109-112, 2006.
-
E.C. Colla, J.S. Ide and F.G. Cozman.
Bayesian Network Classifiers for
Country Risk Forecasting.
ECML/PKDD 2006 - Workshop on Practical
Data Mining: Applications, Experiences and Challenges, 2006.
-
L. A. M. Riascos, M. G. Simões, F. G. Cozman, P. E. Miyagi,
Bayesian network supervision on fault tolerant fuel cells,
IEEE / Industry Applications Society 41st Annual Meeting, 2006,
Piscataway, IEEE, 2006.
-
I. B. de Magalhães, F. G. Cozman.
Imputação de dados a partir de redes Bayesianas,
5 págs., Simpósio Nacional de Probabilidade e EstatÃstica
(Seção EstatÃsticas Públicas e Demografia),
Caxambu, MG, 2006. [Portuguese]
- C. P. de Campos, F. G. Cozman.
Computing lower and upper expectations under epistemic
independence,
Fourth International Symposium on Imprecise Probabilities
and Their Applications (ISIPTA),
pp. 78-87, Brightdoc, Dulles, Virginia, 2005.
Preprint available.
- J. S. Ide, F. G. Cozman.
Approximate inference in credal networks by variational
mean field methods,
Fourth International Symposium on Imprecise Probabilities
and Their Applications (ISIPTA),
pp. 203-212, Brightdoc, Dulles, Virginia, 2005.
Preprint available.
- C. P. de Campos, F. G. Cozman.
Belief updating and learning in semi-qualitative probabilistic
networks,
Conference on Uncertainty in Artificial Intelligence (UAI),
pp. 153-160, Edinburgh, United Kingdom, 2005.
Preprint available.
- D. Kikuti, F. G. Cozman, C. P. de Campos.
Partially ordered preferences in decision trees: computing
strategies with imprecision in probabilities,
IJCAI Workshop on Advances in Preference Handling,
Edinburgh, United Kingdom, 2005.
Preprint available.
PLEASE also note that an errata has been produced,
correcting a few mistakes in the paper!
- C. P. de Campos, F. G. Cozman.
The inferential complexity of Bayesian and credal networks,
International Joint Conference on Artificial Intelligence,
pp. 1313-1318, Edinburgh, United Kingdom, 2005.
Preprint available.
- J. C. F. da Rocha, C. P. de Campos, F. G. Cozman.
IDS: A divide-and-conquer algorithm for inference in polytree-shaped
credal networks,
Encontro Nacional de Inteligência Artificial,
São Leopoldo, Brazil, 2005.
Preprint available.
- J. S. Ide, F. G. Cozman.
Set-based variational methods in credal networks: the SV2U algorithm,
Encontro Nacional de Inteligência Artificial,
São Leopoldo, Brasil, 2005.
Preprint available.
- C. S. Oliveira, F. G. Cozman, I. Cohen.
Splitting the unsupervised and supervised components of
semi-supervised learning,
ICML Workshop on Learning with Partially Classified Training Data,
Bonn, Alemanha, 2005.
Preprint available.
- F. O. Fagundes, F. G. Cozman, J. C. F. da Rocha.
Conduzindo Inferência Lógica e ProbabilÃstica para
Descrição de Recursos de Produção DistribuÃdos: Implementação
Paralela de Inferência em Redes Credais,
VII Simpósio Brasileiro de Automação Inteligente,
São Luis, Maranhão, Brasil, 2006. [Portuguese]
- M. J. Perazzo, F. G. Cozman.
Derivadas em Redes Bayesianas usando Eliminação de Variáveis,
Congresso Brasileiro de Automática, 6p., Gramado, Rio Grande
do Sul, Brasil, 2004. [Portuguese]
Preprint available.
- J. S. Ide, F. G. Cozman, F. T. Ramos.
Generating random Bayesian networks with constraints
on induced width,
European Conference on Artificial Intelligence (ECAI),
pp. 323-327, IOS Press, Amsterdan, 2004.
Preprint available.
- F. G. Cozman.
Axiomatizing Noisy-OR,
European Conference on Artificial Intelligence (ECAI),
pp. 979-980, IOS Press, Amsterdan, 2004.
Preprint available.
- F. G. Cozman, C. P. de Campos, J. S. Ide, J. C. F. da Rocha.
Propositional and relational Bayesian networks associated
with imprecise and qualitative probabilistic assessments,
Conference on Uncertainty in Artificial Intelligence,
pp. 104-111, AUAI Press, 2004.
Preprint available.
- C. P. de Campos, F. G. Cozman.
Inference in credal networs using multilinear programming,
Second Starting AI Researcher Symposium (STAIRS),
pp. 50-61, IOS Press, 2004.
Preprint available.
- J. S. Ide, F. G. Cozman.
IPE and L2U: Approximate algorithms for credal networks,
Second Starting AI Researcher Symposium (STAIRS),
pp. 118-127, IOS Press, 2004 (Outstanding Paper Award
at STAIRS2004).
Preprint available.
- F. G. Cozman.
Computing lower expectations with
Kuznetsov's independence condition, Third International
Symposium on Imprecise Probabilities and Their
Applications, pp. 177-187, Carleton Scientific, 2003.
Preprint available.
- J. C. F. da Rocha, F. G. Cozman.
Inference in credal
networks with branch-and-bound algorithms, Third
International Symposium on Imprecise Probabilities
and Their Applications, pp. 482-495, Carleton
Scientific, 2003.
Preprint available.
- J. C. F. da Rocha, F. G. Cozman, C. P. de Campos.
Inference in polytrees with sets of probabilities,
Conference on Uncertainty in Artificial Intelligence,
pp. 217-224, Morgan Kaufmann, 2003.
Preprint available.
- F. G. Cozman, I. Cohen, M. C. Cirelo. Semi-supervised
learning of mixture models, International Conference
on Machine Learning, pp. 99-106, 2003.
Preprint available.
- I. Cohen, N. Sebe, F. G. Cozman, M. C. Cirelo, T. S. Huang.
Learning Bayesian network classifiers for facial expression
recognition using both labeled and unlabeled data, IEEE
Conference on Computer Vision and Pattern Recognition, 2003.
Preprint available.
- J. C. F. da Rocha, F. G. Cozman.
A/R+: Um algoritmo para
inferência em redes credais, Encontro Nacional de Inteligência
Artificial, 2003 [Portuguese].
Preprint available.
- A. H. Saheki, R. Sharovsky, F. G. Cozman, V. M. H. Coupé.
Construção de uma rede Bayesiana aplicada ao diagnóstico
de doenças cardíacas, Encontro Nacional de Inteligência
Artificial, 2003 [Portuguese].
Preprint available.
- M. C. Cirelo, F. G. Cozman. Aprendizado semi-supervisionado
de classificadores Bayesianos utilizando testes de independência,
Encontro Nacional de Inteligência Artificial, 2003 [Portuguese].
Preprint available.
- M. Ackermann, F. G. Cozman. Mechanized knee flexion in lower
limb orthoses: A prototype and tests, Congresso Brasileiro
de Engenharia Mecânica, pp. 83ffs, 2003.
- F. T. Ramos, M. Ackermann, A. H. Saheki, R. S. Sartori,
F. G. Cozman, L. A. Moscato. RoboPET: A semi-autonomous robot
for hazardous inspections, Congresso Brasileiro de Engenharia
Mecânica, pp. 234ffs, 2003.
- I. Cohen, N. Sebe, F. G. Cozman, T. S. Huang.
Semi-supervised learning for facial expression recognition,
International Multimedia Conference, Proc. of the 5th ACM
SIGMM International Workshop on Multimedia Information Retrieval,
pp. 17-22, Berkeley, California, 2003.
- L. A. M. Riascos, F. G. Cozman, P. E. Miyagi.
Detection and Treatment of Faults in
Automated Machines Based on Petri Nets and Bayesian Networks,
IEEE ISIE International
Symposium on Industrial Electronics, IEEE, 2003.
- J. S. Ide, F. G. Cozman.
Random generation of Bayesian networks, Brazilian
Symposium on Artificial Intelligence (SBIA),
pp. 366-375, Porto de Galinhas, Pernambuco, Brazil, 2002.
Preprint available.
- J. C. F. da Rocha, F. G. Cozman.
Evidence propagation in credal networks: an exact
algorithm based on separately specified sets of
probability, Brazilian Symposium on Artificial
Intelligence (SBIA), pp. 376-385,
Porto de Galinhas, Pernambuco, Brazil, 2002.
Preprint available.
- F. T. Ramos, F. G. Cozman.
Selecting exact and approximate algorithms in decomposed
Bayesian networks, Workshop de Computação,
pp. 151-155, São José dos Campos, São Paulo,
Brazil, 2002.
- M. Ackermann, F. G. Cozman.
Um sistema de travamento para a articulação
do joelho de órteses de membros inferiores,
II Congresso Nacional de Engenharia Engenharia Mecânica,
pp. 116-124, Joao Pessoa, Paraiba, Brazil, 2002 [Portuguese].
Preprint available.
- J. C. F. da Rocha, F. G. Cozman.
Inference with separately specified sets
of probabilities in credal networks, XVIII Conference
on Uncertainty in Artificial Intelligence,
Adnan Darwiche e Nir Friedman, editors, pp. 430-437,
Morgan Kaufmann, San Francisco, California, 2002.
Preprint available.
- F. T. Ramos, F. G. Cozman.
Embedded Bayesian networks: Anyspace, anytime probabilistic
inference, Workshop on Real-Time Decision Support
and Diagnosis Systems, pp. 13-19, Edmonton, Canada, 2002.
Preprint available.
- F. G. Cozman.
Algorithms for Conditioning on Events of Zero Probability,
Fifteenth International Florida
Artificial Intelligence Society Conference,
pags. 248-252, Pensacola, Florida, United States, 2002.
Preprint available.
- F. G. Cozman, I. Cohen.
Unlabeled Data can Degrade Classification Performance
of Generative Classifiers,
Fifteenth International Florida
Artificial Intelligence Society Conference,
pags. 327-331, Pensacola, Florida, United States, 2002.
Preprint available.
- J. S. Ide, F. G. Cozman.
Testing MCMC algorithms with randomly generated
Bayesian networks, I Workshop de Teses e
Dissertações em Inteligência Artificial, pp. 252-261,
Porto de Galinhas, Pernambuco, Brasil, 2002. [Portuguese]
- M. Ackermann, F. G. Cozman, A. Dias.
A System for Mechanized Knee Flexion in Lower Limb Orthosis,
XVI Congresso Brasileiro de Engenharia Mecânica,
pags. 254-263 (volume Bioengenharia), Uberlândia, Brazil, 2001.
- J. S. Ide, F. G. Cozman.
Raciocínio Probabilístico em Sistemas Embarcados,
Encontro Nacional de Inteligência Artificial (ENIA),
Anais do XXI Congresso da Sociedade Brasileira de Computação,
Fortaleza, Brazil, 2001 [Portuguese].
- F. G. Cozman.
Constructing Sets of Probability Measures Through Kuznetsov's
Independence Condition, Proceedings of the Second
International Symposium on Imprecise Probabilities and Their
Applications, pags. 104-111, Ithaca, New York, United States, 2001.
Preprint available.
- F. G. Cozman, P. Walley.
Graphoid Properties of Epistemic Irrelevance and Independence,
Proceedings of the Second
International Symposium on Imprecise Probabilities and Their
Applications, pags. 112-121, Ithaca, New York, United States, 2001.
Preprint available.
- F. G. Cozman.
Removing Redundancy in the Expectation-Maximization
Algorithm for Bayesian Networks,
Proceedings of the IBERAMIA/SBIA 2000 Workshops
(Workshop on Probabilistic Reasoning in Artificial
Intelligence), pp. 21-26, Editora Tec Art, São
Paulo, Brazil, 2000.
Preprint available.
- F. G. Cozman.
Generalizing Variable Elimination in Bayesian Networks,
Proceedings of the IBERAMIA/SBIA 2000 Workshops
(Workshop on Probabilistic Reasoning in Artificial
Intelligence), pp. 27-32, Editora Tec Art, São
Paulo, Brazil, 2000.
Preprint available.
- F. T. Ramos, F. Mikami, F. G. Cozman.
Implementação de Redes Bayesianas em Sistemas
Embarcados.
Proceedings of the IBERAMIA/SBIA 2000 Workshops
(Workshop on Probabilistic Reasoning in Artificial
Intelligence), pp. 65-69, Editora Tec Art, São
Paulo, Brazil, 2000 [Portuguese].
Preprint available.
- F. G. Cozman.
Separation Properties of Sets of Probability Measures.
XVI Conference on Uncertainty in Artificial Intelligence,
pp. 107-115, San Francisco, California, July 2000.
Preprint available.
- F. G. Cozman.
Sensitivity and Robustness Analysis of Bayesian Networks,
IV Simpósio Brasileiro de Automação Industrial,
pp. 251-255, São Paulo, São Paulo, Brazil, September, 1999.
Preprint available.
- F. G. Cozman.
Irrelevance and Independence Axioms in Quasi-Bayesian Theory,
European Conference on Symbolic and Quantitative Approaches to
Reasoning with Uncertainty (ECSQARU),
London, England, published in Symbolic
and Quantitative Approaches to Reasoning with Uncertainty,
A. Hunter e S. Parsons (eds.),
pp. 128-136, Springer, July, 1999.
Preprint available.
- F. G. Cozman.
Computing Posterior Upper Expectations,
First International Symposium on Imprecise Probabilities
and Their Applications (ISIPTA),
pp. 131-140, Ghent, Belgium, June/July, 1999.
Preprint available.
- C. Guestrin; F. G. Cozman; E. Krotkov.
Fast Software Image Stabilization with Color Registration,
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
pp. 19-24, Victoria, Canada, October, 1998.
- F. G. Cozman.
Independence Relations in the Robustness Analysis
of Multivariate Probabilistic Models,
XII Congresso Brasileiro
de Automática, Vol. V, pp. 1891-1896,
Uberlândia, Minas Gerais, Brazil, September 1998.
Preprint available.
- F. G. Cozman.
Irrelevance and Independence Relations in Quasi-Bayesian Networks,
XIV Conference on Uncertainty in Artificial Intelligence,
pp. 89-96, Madison, Wisconsin, United States, July 1998.
Preprint available.
- C. Guestrin; F. G. Cozman; M. G. Simões.
Industrial Applications of Image Mosaicing and Stabilization,
Second International Conference on Knowledge-based Intelligent
Electronic Systems, pp. 174-183, Adelaide, Australia, April 1998.
- F. Cozman.
Robustness analysis of Bayesian networks with
local convex sets of distributions,
Proc. Thirteen Conference Uncertainty in Artificial Intelligence,
Rhode Island, 1997.
Preprint available.
- F. Cozman; E. Krotkov.
Depth from Scattering,
Proceedings of the IEEE Conference on Computer Vision
and Pattern Recognition, Puerto Rico, June, 1997.
Preprint available.
- F. Cozman; E. Krotkov.
Automatic Mountain Detection
and Pose Estimation for Teleoperation of Lunar Rovers,
Proc. of the International Conference on Robotics
and Automation, pp. 2452-2457, Albuquerque, New Mexico, 1997.
Also published in
Experimental Robotics V,
Lecture Notes in Control and Information Sciences 232,
pp. 207-215,
Alicia Casals e Anibal T. de Almeida (eds.),
Barcelona, Spain, June (15-18) 1997.
- F. G. Cozman; E. Krotkov.
Position Estimation from Outdoor Visual Landmarks
for Teleoperation of Lunar Rovers,
Proc. Third IEEE Workshop on Applications of Computer Vision,
December, 1996.
- F. Cozman; E. Krotkov.
Quasi-Bayesian Strategies for Efficient Plan
Generation: Application to the Planning to Observe Problem,
Proc. Twelfth Conference Uncertainty in Artificial Intelligence,
pp. 186-193, 1996.
Preprint available.
- R. Simmons; E. Krotkov; L. Chrisman; F. Cozman; R. Goodwin;
M. Hebert; L. Katragadda; S. Koenig; G. Krishnaswamy; Y. Shinoda; W.
Whittaker; and P. Klarer.
Experience with Rover Navigation for Lunar-Like Terrains,
Proceedings of the Conference on Intelligent Robots
and Systems (IROS), pages 441-446, 1995.
- F. Cozman; E. Krotkov.
Robot Localization using a Computer Vision Sextant,
International Conference on Robotics and Automation, pages 106-111,
Nagoya, Japan, May 1995.
Preprint available.
- F. Cozman; E. Krotkov.
Truncated Gaussians as Tolerance Sets,
Fifth Workshop on Artificial Intelligence and Statistics, Fort Lauderdale
Florida, 1995.
Preprint available.
- F. G. Cozman; P. E. Miyagi; E. B. Nigro.
Trajectory Control for a Mobile Robot,
V Symposium on Dynamic Problems of Mechanics (DINAME),
pp. 157-161, Santo Amaro da Imperatriz, Santa Catarina,
Brazil, March 1993.
- N. Maruyama; F. G. Cozman. Trajectory Control with Fuzzy
Rules applied to a Mobile Robot, IX Congresso Brasileiro de
Automática, Vitória, ES Brazil, 1992.
- T. Mizutani; P. E. Miyagi; M. J. Chiaramonte; F. G. Cozman.
Insensibilidade a Variações de Carga através de
Observador de Distúbio de Torque, XI Congresso Brasileiro de
Engenharia Mecânica, 3:73-76, São Paulo, SP Brazil, 1991
[Portuguese].
- F. G. Cozman; P. E. Miyagi. Trajectory Controller for a Mobile
Robot using Optimal Control, XI Congresso Brasileiro de Engenharia
Mecânica, 3:537-540, São Paulo, SP Brazil, 1991.
- M. G. Simões; F. G. Cozman; L. E. Silva; V. F. Silva. Proposta
de Controlador Adaptativo para Acionamento de um VAT Utilizando a
Técnica de Modelo de Referência, II Seminário
Internacional de
Motores Elétricos e Acionamentos Reguláveis (ABINEE TEC91),
2:227-241,São Paulo, SP Brazil, 1991 [Portuguese].
- J. C. Adamowski; M. G. Simões; F. G. Cozman. Desenvolvimento
de um Robô Móvel, VIII
Congresso Brasileiro de Automática,
Belém, 1990; selected for IV Congreso Latinoamericano de
Control Automatico, Puebla Mexico, 1990; also presented at
IV Congresso Nacional de Automação
Industrial, pp. 209-212, São Paulo, SP Brazil, 1990 [Portuguese].
- M. G. Simões; J. C. Adamowski; F. G. Cozman. Estratégia
de Acionamento de Motores para Veículos Autônomos,
IV Congresso
Nacional de Automação e Sistemas, pp. 214-219, São Paulo,
SP Brazil, 1990 [Portuguese].
- F. G. Cozman; J. C. Adamowski; M. G. Simões; M. R. P. Barretto;
P. E. Miyagi; L. A. Moscato.
O Projeto de Veículos Autônomos de Transporte,
I Simpósio de Automação Integrada,
pp. 119-123, Curitiba, PA Brazil, 1990 [Portuguese].
- M. G. Simões; F. G. Cozman; J. C. Adamowski.
Controle e Acionamento de Motores para Veículos Autônomos
de Transporte, II Seminário de Eletrônica de Potência,
Florianópolis, SC Brazil, 1990 [Portuguese].
- C. A. M. Ferraz; M. R. P. Barretto; F. G. Cozman. Controle de
Trajetória de Veículos Autônomo,
X Congresso Brasileiro de Engenharia Mecânica (ABCM), 2:229-232,
Rio de Janeiro, RJ Brazil, 1989 [Portuguese].
Invited (unrefereed) publications in conferences and
symposia
- E. Krotkov; F. G. Cozman; C. Guestrin.
Skyline Navigation: Algorithms and Experimental Results,
Workshop on Navigation of Outdoor Autonomous Vehicles
at the International Conference on Robotics and Automation (ICRA),
Leuven, Belgium, May 1998.
- F. G. Cozman.
Redes Bayesianas para Tomada de Decisões,
VIII Congresso e Exposição Internacional de Automação (CONAI),
pp. 258-261,
São Paulo, São Paulo, Brazil, May 1998 [Portuguese].
- E. Krotkov; R. Simmons; F. Cozman; and S. Koenig.
Safeguarded Teleoperation for Lunar Rovers: From Human Factors to
Field Trials,
Proceedings of the IEEE Workshop on Planetary Rover Technology
and Systems at the International Conference on Robotics and Automation
(ICRA), 1996.
- E. Krotkov; M. Hebert; M. Buffa; F. Cozman; L. Robert. Stereo
Driving and Position Estimation for Autonomous Planetary Rovers,
International Advanced Robotics Programme (IARP), Montreal Canada, 1994.
Unrefereed conferences and symposia
-
Denis D. Mauá, Fabio G. Cozman.
Managing Trust in Virtual Communities with Markov Logic,
IV Workshop on MSc Dissertation and PhD Thesis in Artificial
Intelligence (WTDIA), Salvador, Brazil, 2008.
Preprint available.
-
Victor A. Silva, Fabio G. Cozman.
Markov Logic Networks for Supervised, Unsupervised and
Semisupervised Learning of Classifiers.
IV Workshop on MSc Dissertation and PhD Thesis in Artificial
Intelligence (WTDIA), Salvador, Brazil, 2008.
Preprint available.
- J. S. Ide, F. G. Cozman.
Algoritmos aproximados para redes credais,
II Workshop de Teses e Dissertações em Inteligência Artificial,
10p., São Luis, Maranhão, Brasil, 2004. [Portuguese]
- F. G. Cozman, C. P. de Campos.
Local computation in credal networks,
Workshop on Local Computation for Logics and
Uncertainty at ECAI, pp. 5-11, 2004.
Preprint available.
- F. G. Cozman, C. M. Furukawa.
A Reestruturação Curricular do Curso de Mecatrônica
da Escola Politécnica,
XXVIII Congresso
Brasileiro de Ensino de Engenharia, Ouro Preto, Minas Gerais,
Brazil, 2000 [Portuguese].
- J. C. Adamowski, C. M. Furukawa, F. G. Cozman.
Mecatrônica - Uma
Abordagem Voltada a Automação Industrial,
XXVIII Congresso
Brasileiro de Ensino de Engenharia, Ouro Preto, Minas Gerais,
Brazil, 2000 [Portuguese].
- P. E. Miyagi, L. A. M. Riascos, N. Maruyama e F. G. Cozman.
Modeling of Failure Treatment in Manufacturing Systems through
Petri Nets,
Mechatronics 98 Conference, pp. 31-36, Sweden, 1998.
- F. Cozman.
Control of Computational Effort through Robustness
Analysis: A Study of Visual Position Estimation under Time-Critical
Constraints,
AAAI96 Fall Symposium Series, Flexible Computation
in Intelligent Systems, pp. 19-24, 1996.
Preprint available.
- R. Simmons; E. Krotkov; L. Chrisman; F. Cozman; R. Goodwin; M. Hebert;
G. Heredia; S. Koenig; P. Muir; Y. Shinoda and W. Wittaker.
Mixed-Mode Control of Navigation for a Lunar Rover,
Princeton Conference, Space Studies Institute, 1995.
Unrefereed abstracts
-
Ismenia Blavatsky.
O uso de redes Bayesianas mistas para imputação de dados
quantitativos no Censo Demográfico,
SINAPE, 2008.
-
Fabio Nakano, Martin Rittler Whittle, Fabio Gagliardi Cozman,
Carlos Alberto de Bragança Pereira.
Bayesian solutions in paternity testing,
Bayesianismo: Fundamentos e Aplicações, p. 14,
São Paulo, SP, 2007.
- A. H. Saheki, F. G. Cozman, R. Sharovsky, V. M. H. Coupé.
Rede Bayesiana aplicada ao diagnóstico de doenças cardíacas:
construção e algoritmos, XII Encontro Brasileiro de EstatÃstica
Bayesiana, p. 14, UFSCAR, São Carlos, Brasil, 2004.
- F. G. Cozman, I. Cohen, M. C. Cirelo. Semi-supervised
learning and model search, Proceedings of the ICML-2003
workshop The Continuun from Labeled to Unlabeled Data in
Machine Learning and Data Mining, pp. 111-112, 2003.
Preprint available.
- F. G. Cozman.
Robust Bayesian Analysis in Artificial Intelligence,
Resumos do I Congresso Bayesiano da América Latina,
p. 23, Ubatuba, São Paulo, 2002.
- I. B. Magalhães, F. G. Cozman. Aprendizado ativo utilizando
dados classificados e não-classificados, XV
Simpósio Nacional de Probabilidade e Estatística,
p. 190, Lindóia, São Paulo, Brazil, 2002.
- I. Blavatsky, F. G. Cozman. Avaliando o erro de classificação
em aprendizado de máquina semi-supervisionado via bootstrap,
XV Simpósio Nacional de Probabilidade e Estatística,
p. 191, Lindóia, São Paulo, Brazil, 2002.
- J. S. Ide, F. G. Cozman. Geração de redes Bayesianas
por Metropolis-Hastings, XV
Simpósio Nacional de Probabilidade e Estatística,
p. 193, Lindóia, São Paulo, Brazil, 2002.
- F. G. Cozman, J. C F. da Rocha, C. P. de Campos.
Computing with Sets of Probability Measures,
Workshop on Validated Computing, p. 45,
Toronto, Canada, 2002.
Preprint available.
- R. L. S. Sartori, C. E. Barros, F G. Cozman.
RoPET: um robô móvel para inspeção controlado via internet,
Simpósio Internacional de Iniciação Científica
da Universidade de São Paulo (9 SIICUSP - XVII CICTE),
São Paulo, 2001 [Portuguese].
- F. G. Cozman, P. Walley.
Graphoid Properties of Epistemic Irrelevance and
Independence, Workshop on Conditional Independence Structures
and Graphical Models, pp. 13-14, Toronto, Canada, October 1999.
Preprint available.
- D. Yoshinaga; F. T. Ramos; L. E. Macca; M. Ackermann;
F. G. Cozman.
Veículo Controlado por Acesso Remoto para a
Obtenção
de Imagens Panorâmicas,
VI Simpósio de Iniciação Científica da Universidade
de São Paulo, Vol. 2, pp. 348,
São Carlos, São Paulo, Brazil, November 1998 [Portuguese].
- F. G. Cozman; P. E. Miyagi. Sistema de Trajetória de um
Veículo Autônomo, 8 Congresso de Iniciação
Científica e Tecnológica em Engenharia, São Carlos,
SP Brazil, 1989 [Portuguese].
Technical reports
- F. G. Cozman, T. Seidenfeld.
Independence for full conditional measures, graphoids
and Bayesian networks,
Technical Report from Escola Politécnica da USP, BT/PMR/0711, 2007.
- S. do L. Pereira; L. N. de Barros, F. G. Cozman.
Strong Probabilistic Planning,
Technical Report from Instituto de Matemática e EstatÃstica
da USP, RT/MAC/2007/09, 2007.
- F. G. Cozman.
Axiomatizing Noisy-OR,
Technical Report from Escola Politécnica da USP,
BT/PMR/0409, 2004.
This report is an extended version of paper presented
at the European Conference on Artificial Intelligence 2004.
- I. Cohen, F. G. Cozman, A. Bronstein.
The
Effect of Unlabeled Data on Generative Classifiers,
with Application to Model Selection,
HP Laboratories Technical Report HPL-2002-140, 2002.
- F. G. Cozman, I. Cohen.
Unlabeled
Data Can Degrade Classification
Performance of Generative Classifiers,
HP Laboratories Technical Report HPL-2001-234, 2001. This report
is the basis for a paper presented at the International
Florida Artificial Society Conference, 2002.
- K. Kask, R. Dechter, J. Larrosa, F. Cozman.
Bucket-Tree Elimination for Automated Reasoning,
ICS Technical Report R92, 2001. [Available at
Rina Dechter's web site.]
- I. Cohen, A. Bronstein, F. G. Cozman.
Adaptive
Online Learning of Bayesian Network Parameters,
HP Laboratories Technical Report HPL-2001-156, 2001
(modified and improved version of the report:
I. Cohen, A. Bronstein, F. G. Cozman.
Online Learning of Bayesian Network Parameters,
HP Laboratories Technical Report HPL-2001-55, 2001).
- F. G. Cozman.
Alternatives to Lavine's Algorithm for Calculation
of Posterior Bounds given Convex Sets of Distributions,
Technical Report CMU-RI-TR-97-38, Robotics Institute,
Carnegie Mellon University, Pittsburgh, Pennsylvania,
United States, December 1997.
- F. G. Cozman.
A Derivation of Quasi-Bayesian Theory,
Technical Report CMU-RI-TR-97-37, Robotics Institute,
Carnegie Mellon University, Pittsburgh, Pennsylvania,
United States, December 1997.
- F. Cozman and L. Chrisman.
Learning Convex Sets of Probability from Data,
Technical Report CMU-RI-TR-97-25, Robotics Institute,
Carnegie Mellon University, Pittsburgh, 1997.
- F. Cozman.
An Informal Introduction to Quasi-Bayesian
Theory (and Lower Probability,
Lower Expectations, Choquet Capacities,
Robust Bayesian Methods, etc...) for AI,
Technical Report CMU-RI-TR-97-24, Robotics Institute,
Carnegie Mellon University, Pittsburgh, 1997.
- F. Cozman.
Robustness
Analysis of Bayesian Networks with
Global Neighborhoods,
Technical Report CMU-RI-TR-96-42, Carnegie Mellon University,
Pittsburgh, 1996.
- F. Cozman.
Robustness
Analysis of Bayesian Networks with
Finitely Generated Convex Sets of Distributions,
Technical Report CMU-RI-TR-96-41, Carnegie Mellon University,
Pittsburgh, 1996.
- F. Cozman, E. Krotkov.
Line Linking
with Frequentist
Statistics Tools: Splitting with Chi-square Tests and Merging
with the Akaike Information Criterion ,
Technical Report CMU-RI-TR-96-23, Carnegie Mellon University,
Pittsburgh, 1996.
- F. Cozman; E. Krotkov.
Truncated
Gaussians as Tolerance Sets,
Technical Report CMU-RI-TR-94-35, Carnegie Mellon University,
Pittsburgh, 1994. This report is an extended version of a
paper presented at the Fifth Workshop on Artificial Intelligence
and Statistics, Fort Lauderdale Florida, 1995.
- M. G. Simões; J. C. Adamowski; F. G. Cozman. Sistema de
Acionamento para Veículos Autônomos de Transporte,
Monografia 61/91, EPUSP, São Paulo, SP Brazil, 1991 [Portuguese].
- T. Mizutani; P. E. Miyagi; F. G. Cozman. Tecnologia de
Posicionamento de Precisão: Mecanismos e Controle,
Monografia 59/91, EPUSP, São Paulo, SP Brazil, 1991 [Portuguese].
Other publications
- F. G. Cozman, E. Krotkov, C. Guestrin.
VIPER - Visual Position Estimation for Rovers,
Video Proceedings
of the 1998 International Conference on Robotics and Automation,
Leuven, Belgium, May (16-20) 1998.
Dissertations
- Fabio G. Cozman Decision-Making with
Convex Sets of Probability Distributions: Quasi-Bayesian Networks
and Outdoor Visual Position Estimation, PhD Thesis,
Carnegie Mellon University, Pittsburgh, Pennsylvania,
December 1997.
- Fabio G. Cozman. Controlador de Trajetória para o
Robô Móvel Ariel: Solução de Controle Otimo,
Tese de Mestrado (Master Thesis), Universidade de
São Paulo, São Paulo, Brazil, December 1991 [Portuguese].
fgcozman@usp.br