Advanced search
Start date
Betweenand

Fabio Gagliardi Cozman

CV Lattes GoogleMyCitations ORCID


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

graduation at Engenharia Elétrica Modalidade Eletrônica from Universidade de São Paulo (1989), master's at Mechanical Engineering from Universidade de São Paulo (1991) and doctorate at Phd, robotics from Carnegie Mellon University (1997). Has experience in Computer Science, focusing on Methodology and Computational Techniques, acting on the following subjects: inteligência artificial, aprendizado de máquina, redes bayesianas, lógica probabilística and conjuntos de probabilidade. (Source: Lattes Curriculum)

Articles published in Pesquisa FAPESP Magazine about the researcher:
Artificial intelligence to help the heart 
Inteligencia artificial aplicada al corazón 
Alta productividad 
Articles published in Pesquisa para Inovação FAPESP about the researcher:
Center for Artificial Intelligence supported by FAPESP, IBM and USP starts operating 
News published in Agência FAPESP Newsletter about the researcher
Articles published in other media outlets (0 total):
More itemsLess items
VEICULO: TITULO (DATA)
VEICULO: TITULO (DATA)
Research grants
Scholarships in Brazil
FAPESP support in numbers * Updated November 20, 2021
Total / Available in English
Most frequent collaborators in research granted by FAPESP
Contact researcher

Use this Research Supported by FAPESP (BV/FAPESP) channel only to send messages referring to FAPESP-funded scientific projects.


 

 

 

 

Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (25)

(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)

Publications37
Citations67
Cit./Article1.8
Data from Web of Science

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: 11. (08/03995-5)

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: 2. (13/23197-4)

COZMAN, FABIO G.. Sets of probability distributions, independence, and convexity. SYNTHESE, v. 186, n. 2, p. 577-600, . Web of Science Citations: 22. (08/03995-5)

COZMAN, FABIO GAGLIARDI; MAUA, DENIS DERATANI. On the Semantics and Complexity of Probabilistic Logic Programs. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, v. 60, p. 221-262, . Web of Science Citations: 5. (16/18841-0, 16/01055-1)

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. (16/01055-1, 16/18841-0)

MAUA, DENIS DERATANI. Equivalences between maximum a posteriori inference in Bayesian networks and maximum expected utility computation in influence diagrams. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 68, p. 211-229, . Web of Science Citations: 3. (13/23197-4)

MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Fast local search methods for solving limited memory influence diagrams. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 68, p. 230-245, . Web of Science Citations: 0. (13/23197-4)

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. (13/23197-4)

DE BONA, GLAUBER; COZMAN, FABIO G.. On the Coherence of Probabilistic Relational Formalisms. Entropy, v. 20, n. 4, . Web of Science Citations: 1. (16/18841-0, 16/25928-4)

COZMAN, FABIO GAGLIARDI. Evenly convex credal sets. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 103, p. 124-138, . Web of Science Citations: 0. (16/18841-0, 15/21880-4)

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, . (05/59541-4)

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. (17/19007-6, 16/18841-0, 16/25928-4, 16/01055-1, 15/21880-4)

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. (16/18841-0, 15/21880-4)

DE SOUZA JR, LUIS A.; PASSOS, LEANDRO A.; MENDEL, ROBERT; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; PALM, CHRISTOPH; PAPA, JOAO P.. Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. COMPUTERS IN BIOLOGY AND MEDICINE, v. 126, . Web of Science Citations: 1. (19/07665-4, 14/12236-1, 17/04847-9, 13/07375-0, 19/08605-5)

IWASHITA, ADRIANA SAYURI; RODRIGUES, DOUGLAS; GASTALDELLO, DANILO SINKITI; DE SOUZA, ANDRE NUNES; PAPA, JOAO PAULO. An incremental Optimum-Path Forest classifier and its application to non-technical losses identification. COMPUTERS & ELECTRICAL ENGINEERING, v. 95, . Web of Science Citations: 0. (14/12236-1, 19/07665-4, 18/21934-5, 17/02286-0, 13/07375-0)

VALEJO, ALAN DEMETRIUS BARIA; DE OLIVEIRA DOS SANTOS, WELLINGTON; NALDI, MURILO COELHO; ZHAO, LIANG. A review and comparative analysis of coarsening algorithms on bipartite networks. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2801-2811, . Web of Science Citations: 1. (15/50122-0, 13/07375-0, 19/07665-4, 19/14429-5, 19/09817-6)

VENANCIO, MURILO MENDONCA; GONALVES, ROGERIO SALES; DA COSTA BIANCHI, REINALDO AUGUSTO. Terrain Identification for Humanoid Robots Applying Convolutional Neural Networks. IEEE-ASME TRANSACTIONS ON MECHATRONICS, v. 26, n. 3, p. 1433-1444, . Web of Science Citations: 1. (19/07665-4)

COLLIRI, TIAGO; ZHAO, LIANG. Stock market trend detection and automatic decision-making through a network-based classification model. NATURAL COMPUTING, . Web of Science Citations: 0. (13/07375-0, 19/07665-4, 15/50122-0)

MARCELO FINGER. Inteligência Artificial e os rumos do processamento do português brasileiro. Estudos avançados, v. 35, n. 101, p. 51-72, . (20/06443-5, 19/07665-4)

MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. The effect of combination functions on the complexity of relational Bayesian networks. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 85, p. 178-195, . Web of Science Citations: 1. (16/01055-1)

HAJAROLASVADI, NOUSHIN; RAMIREZ, MIGUEL ARJONA; BECCARO, WESLEY; DEMIREL, HASAN. Generative Adversarial Networks in Human Emotion Synthesis: A Review. IEEE ACCESS, v. 8, p. 218499-218529, . Web of Science Citations: 0. (19/07665-4, 18/12579-7, 18/26455-8)

MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Complexity results for probabilistic answer set programming. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 118, p. 133-154, . Web of Science Citations: 0. (16/18841-0, 19/07665-4, 15/21880-4)

MILITANI, DAVI RIBEIRO; DE MORAES, HERMES PIMENTA; ROSA, RENATA LOPES; WUTTISITTIKULKIJ, LUNCHAKORN; RAMIREZ, MIGUEL ARJONA; RODRIGUEZ, DEMOSTENES ZEGARRA. Enhanced Routing Algorithm Based on Reinforcement Machine Learning-A Case of VoIP Service. SENSORS, v. 21, n. 2, . Web of Science Citations: 0. (18/12579-7, 18/26455-8, 19/07665-4)

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.

NERI, HUGO; COZMAN, FABIO. The role of experts in the public perception of risk of artificial intelligence. AI & SOCIETY, . Web of Science Citations: 0. (19/07665-4, 18/09681-4)

MILITANI, DAVI RIBEIRO; DE MORAES, HERMES PIMENTA; ROSA, RENATA LOPES; WUTTISITTIKULKIJ, LUNCHAKORN; RAMIREZ, MIGUEL ARJONA; RODRIGUEZ, DEMOSTENES ZEGARRA. Enhanced Routing Algorithm Based on Reinforcement Machine Learning-A Case of VoIP Service. SENSORS, v. 21, n. 2, . Web of Science Citations: 0. (19/07665-4, 18/26455-8, 18/12579-7)

CRUZ, EMERSON; COZMAN, FABIO GAGLIARDI; SOUZA, WILSON; TAKIUTI, ALBERTINA. The impact of teenage pregnancy on school dropout in Brazil: a Bayesian network approach. BMC PUBLIC HEALTH, v. 21, n. 1, . Web of Science Citations: 0. (19/07665-4)

NETO VERRI, FILIPE ALVES; GUELERI, ROBERTO ALVES; ZHENG, QIUSHENG; ZHANG, JUNBAO; ZHAO, LIANG. Network community detection via iterative edge removal in a flocking-like system. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2843-2855, . Web of Science Citations: 1. (19/07665-4, 13/25876-6, 13/08666-8, 15/50122-0)

VALEJO, ALAN DEMETRIUS BARIA; DE OLIVEIRA DOS SANTOS, WELLINGTON; NALDI, MURILO COELHO; ZHAO, LIANG. A review and comparative analysis of coarsening algorithms on bipartite networks. European Physical Journal-Special Topics, . Web of Science Citations: 0. (19/14429-5, 15/50122-0, 19/07665-4, 13/07375-0, 19/09817-6)

MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Complexity results for probabilistic answer set programming. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 118, p. 133-154, . Web of Science Citations: 0. (16/18841-0, 19/07665-4, 15/21880-4)

ALMADA, MARCO; MARANHAO, JULIANO. Voice-based diagnosis of covid-19: ethical and legal challenges. INTERNATIONAL DATA PRIVACY LAW, v. 11, n. 1, p. 63-75, . Web of Science Citations: 0. (19/07665-4)

COZMAN, FABIO GAGLIARDI. Graphoid properties of concepts of independence for sets of probabilities. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 131, p. 56-79, . Web of Science Citations: 0. (19/07665-4)

AMENDOLA, JOSE; MIURA, LUCAS S.; COSTA, ANNA H. REALI; COZMAN, FABIO G.; TANNURI, EDUARDO AOUN. Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning. IEEE ACCESS, v. 8, p. 149199-149213, . Web of Science Citations: 0. (19/07665-4)

VALEJO, ALAN DEMETRIUS BARIA; DE OLIVEIRA DOS SANTOS, WELLINGTON; NALDI, MURILO COELHO; ZHAO, LIANG. A review and comparative analysis of coarsening algorithms on bipartite networks. European Physical Journal-Special Topics, . Web of Science Citations: 0. (19/14429-5, 15/50122-0, 19/07665-4, 13/07375-0, 19/09817-6)

MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Complexity results for probabilistic answer set programming. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 118, p. 133-154, . Web of Science Citations: 0. (16/18841-0, 19/07665-4, 15/21880-4)

ALMADA, MARCO; MARANHAO, JULIANO. Voice-based diagnosis of covid-19: ethical and legal challenges. INTERNATIONAL DATA PRIVACY LAW, v. 11, n. 1, p. 63-75, . Web of Science Citations: 0. (19/07665-4)

COZMAN, FABIO GAGLIARDI. Graphoid properties of concepts of independence for sets of probabilities. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 131, p. 56-79, . Web of Science Citations: 0. (19/07665-4)

AMENDOLA, JOSE; MIURA, LUCAS S.; COSTA, ANNA H. REALI; COZMAN, FABIO G.; TANNURI, EDUARDO AOUN. Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning. IEEE ACCESS, v. 8, p. 149199-149213, . Web of Science Citations: 0. (19/07665-4)

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.. Dissertação (Mestrado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (03/09653-5

KIKUTI, Daniel. Tomada de decisão sequencial com preferências parcialmente ordenadas.. Tese (Doutorado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (03/11165-9

ACKERMANN, Marko. Sistema de acionamento e travamento para flexão mecanizada de joelho em órteses de membros inferiores.  110 f. Dissertação (Mestrado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (00/11349-4

IDE, Jaime Shinsuke. Algoritmos para inferência aproximada em redes credais com variáveis binárias.  117 f. Tese (Doutorado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (02/08982-2

POLASTRO, Rodrigo Bellizia. Lógica probabilística baseada em redes Bayesianas relacionais com inferência em primeira ordem.. Tese (Doutorado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (08/53292-0

FILHO, Ricardo Shirota. Processos de decisão Markovianos com probabilidades imprecisas e representações relacionais: algoritmos e fundamentos.. Tese (Doutorado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (05/58090-9

GUSMÃO, Arthur Colombini. Interpretando modelos de embedding de bases de conhecimento.. Dissertação (Mestrado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (17/19007-6

IDE, Jaime Shinsuke. Geração de redes bayesianas uniformemente distribuídas.  66 f. Dissertação (Mestrado) -  Escola Politécnica.  Universidade de São Paulo (USP).  São Paulo.  (00/11067-9

Please report errors in researcher information by writing to: cdi@fapesp.br.
X

Report errors in this page


Error details: