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Fabio Gagliardi Cozman

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Universidade de São Paulo (USP). Escola Politécnica (EP)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

bachelor's in Engenharia Elétrica from Universidade de São Paulo (1989), master's in Mechanical Engineering from Universidade de São Paulo (1991), and PhD in Robotics from Carnegie Mellon University (1997); research focuses on artificial intelligence, sets of probabilities, statistical graphical models. (Source: Lattes Curriculum)

News published in Agência FAPESP Newsletter about the researcher
University of São Paulo to host the new FAPESP-IBM joint center for Artificial Intelligence 
Research grants
Scholarships in Brazil
FAPESP support in numbers * Updated December 07, 2019
Total / Available in English
Most frequent collaborators in research granted by FAPESP
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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (15)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Publications14
Citations70
Cit./Article5.0
Data from Web of Science

MAUA, DENIS DERATANI; DE CAMPOS, CASSIO P.; BENAVOLI, ALESSIO; ANTONUCCI, ALESSANDRO. Probabilistic Inference in Credal Networks: New Complexity Results. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, v. 50, p. 603-637, . Web of Science Citations: 11.

DE CAMPOS, CASSIO POLPO; COZMAN, FABIO GAGLIARDI; OCHOA LUNA, JOSE EDUARDO. Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. JOURNAL OF APPLIED LOGIC, v. 7, n. 2, SI, p. 137-154, . Web of Science Citations: 1.

KIKUTI, DANIEL; COZMAN, FABIO GAGLIARDI; SHIROTA FILHO, RICARDO. Sequential decision making with partially ordered preferences. ARTIFICIAL INTELLIGENCE, v. 175, n. 7-8, SI, p. 1346-1365, . Web of Science Citations: 14.

SEIDENFELD‚ T.; SCHERVISH‚ M.J.; KADANE‚ J.B.. Coherent choice functions under uncertainty. SYNTHESE, v. 172, n. 1, p. 157-176, .

COZMAN, FABIO G.. Sets of probability distributions, independence, and convexity. SYNTHESE, v. 186, n. 2, p. 577-600, . Web of Science Citations: 22.

MAUA, DENIS DERATANI; ANTONUCCI, ALESSANDRO; DE CAMPOS, CASSIO POLPO. Hidden Markov models with set-valued parameters. Neurocomputing, v. 180, n. SI, p. 94-107, . Web of Science Citations: 3.

MAUA, DENIS DERATANI; CONATY, DIARMAID; COZMAN, FABIO GAGLIARDI; POPPENHAEGER, KATJA; DE CAMPOS, CASSIO POLPO. Robustifying sum-product networks. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 101, n. SI, p. 163-180, . Web of Science Citations: 0.

DE FARIA, FRANCISCO H. O. VIEIRA; GUSMAO, ARTHUR COLOMBINI; DE BONA, GLAUBER; MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Speeding up parameter and rule learning for acyclic probabilistic logic programs. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 106, p. 32-50, . Web of Science Citations: 0.

DE BONA, GLAUBER; COZMAN, FABIO G.. On the Coherence of Probabilistic Relational Formalisms. Entropy, v. 20, n. 4, . Web of Science Citations: 1.

COZMAN, FABIO GAGLIARDI; MAUA, DENIS DERATANI. The finite model theory of Bayesian network specifications: Descriptive complexity and zero/one laws. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 110, n. SI, p. 107-126, . Web of Science Citations: 0.

COZMAN, FABIO G.. Sets of probability distributions, independence, and convexity. SYNTHESE, v. 186, n. 2, p. 577-600, . Web of Science Citations: 22.

MAUA, DENIS DERATANI; DE CAMPOS, CASSIO P.; BENAVOLI, ALESSIO; ANTONUCCI, ALESSANDRO. Probabilistic Inference in Credal Networks: New Complexity Results. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, v. 50, p. 603-637, . Web of Science Citations: 11.

DE CAMPOS, CASSIO POLPO; COZMAN, FABIO GAGLIARDI; OCHOA LUNA, JOSE EDUARDO. Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. JOURNAL OF APPLIED LOGIC, v. 7, n. 2, SI, p. 137-154, . Web of Science Citations: 1.

SEIDENFELD‚ T.; SCHERVISH‚ M.J.; KADANE‚ J.B.. Coherent choice functions under uncertainty. SYNTHESE, v. 172, n. 1, p. 157-176, .

COZMAN, FABIO G.; DE CAMPOS, CASSIO POLPO. Kuznetsov independence for interval-valued expectations and sets of probability distributions: Properties and algorithms. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 55, n. 2, p. 666-682, . Web of Science Citations: 7.

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

OLIVEIRA, Clayton Silva. Classificadores baseados em vetores de suporte gerados a partir de dados rotulados e não-rotulados.. 2006. Dissertação (Mestrado) - Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

KIKUTI, Daniel. Tomada de decisão sequencial com preferências parcialmente ordenadas.. 2008. Tese (Doutorado) – Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

ACKERMANN, Marko. Sistema de acionamento e travamento para flexão mecanizada de joelho em órteses de membros inferiores. 2002. 110f. Dissertação (Mestrado) - Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

IDE, Jaime Shinsuke. Algoritmos para inferência aproximada em redes credais com variáveis binárias. 2005. 117f. Tese (Doutorado) – Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

IDE, Jaime Shinsuke. Geração de redes bayesianas uniformemente distribuídas. 2002. 66f. Dissertação (Mestrado) - Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

GUSMÃO, Arthur Colombini. Interpretando modelos de embedding de bases de conhecimento.. 2018. Dissertação (Mestrado) - Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

POLASTRO, Rodrigo Bellizia. Lógica probabilística baseada em redes Bayesianas relacionais com inferência em primeira ordem.. 2012. Tese (Doutorado) – Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

FILHO, Ricardo Shirota. Processos de decisão Markovianos com probabilidades imprecisas e representações relacionais: algoritmos e fundamentos.. 2012. Tese (Doutorado) – Escola Politécnica. Universidade de São Paulo (USP). São Paulo.

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