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1

[IEEE 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) - Sao Paulo, Brazil (2018.10.22-2018.10.25)] 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) - Advances in Automatically Solving the ENEM

Cataneo Silveira, Igor, Deratani Maua, Denis

Year:

2018

Language:

english

File:

PDF, 118 KB

english, 2018

2

On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables

Mauá, Denis Deratani, de Campos, Cassio Polpo, Zaffalon, Marco

Journal:

Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 276 KB

english, 2013

3

[IEEE 2017 Brazilian Conference on Intelligent Systems (BRACIS) - Uberlândia, Brazil (2017.10.2-2017.10.5)] 2017 Brazilian Conference on Intelligent Systems (BRACIS) - University Entrance Exam as a Guiding Test for Artificial Intelligence

Silveira, Igor Cataneo, Maua, Denis Deratani

Year:

2017

Language:

english

File:

PDF, 219 KB

english, 2017

4

The Complexity of Bayesian Networks Specified by Propositional and Relational Languages

Cozman, Fabio G., Mauá, Denis D.

Journal:

Artificial Intelligence

Year:

2018

Language:

english

File:

PDF, 940 KB

english, 2018

5

[IEEE 2014 Brazilian Conference on Intelligent Systems (BRACIS) - Sao Paulo, Brazil (2014.10.18-2014.10.22)] 2014 Brazilian Conference on Intelligent Systems - Algorithms for Hidden Markov Models with Imprecisely Specified Parameters

Maua, Denis Deratani, Campos, Cassio Polpo de, Antonucci, Alessandro

Year:

2014

Language:

english

File:

PDF, 235 KB

english, 2014

6

Speeding up parameter and rule learning for acyclic probabilistic logic programs

Vieira de Faria, Francisco H.O., Gusmão, Arthur Colombini, De Bona, Glauber, Mauá, Denis Deratani, Cozman, Fabio Gagliardi

Journal:

International Journal of Approximate Reasoning

Year:

2019

Language:

english

File:

PDF, 650 KB

english, 2019

7

Complexity results for probabilistic answer set programming

Mauá, Denis Deratani, Cozman, Fabio Gagliardi

Journal:

International Journal of Approximate Reasoning

Year:

2020

Language:

english

File:

PDF, 575 KB

english, 2020

8

Deep Reactive Policies for Planning in Stochastic Nonlinear Domains

Bueno, Thiago P., De Barros, Leliane N., MauÃ¡, Denis D., Sanner, Scott

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

File:

PDF, 380 KB

2019

9

Equivalences between maximum a posteriori inference in Bayesian networks and maximum expected utility computation in influence diagrams

Mauá, Denis Deratani

Journal:

International Journal of Approximate Reasoning

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

10

The finite model theory of Bayesian network specifications: Descriptive complexity and zero/one laws

Cozman, Fabio Gagliardi, Mauá, Denis Deratani

Journal:

International Journal of Approximate Reasoning

Year:

2019

File:

PDF, 1.46 MB

2019

11

The finite model theory of Bayesian network specifications: Descriptive complexity and zero/one laws

Cozman, Fabio Gagliardi, Mauá, Denis Deratani

Journal:

International Journal of Approximate Reasoning

Year:

2019

Language:

english

File:

PDF, 1.46 MB

english, 2019

12

The joy of Probabilistic Answer Set Programming: Semantics, complexity, expressivity, inference

Cozman, Fabio Gagliardi, MauÃ¡, Denis Deratani

Journal:

International Journal of Approximate Reasoning

Year:

2020

File:

PDF, 1.01 MB

2020

13

Updating credal networks is approximable in polynomial time

Denis D. Mauá, Cassio P. de Campos, Marco Zaffalon

Journal:

International Journal of Approximate Reasoning

Year:

2012

Language:

english

File:

PDF, 540 KB

english, 2012

14

The effect of combination functions on the complexity of relational Bayesian networks

Mauá, Denis Deratani, Cozman, Fabio Gagliardi

Journal:

International Journal of Approximate Reasoning

Year:

2017

Language:

english

File:

PDF, 575 KB

english, 2017

15

Tractable inference in credal sentential decision diagrams

Mattei, Lilith, Antonucci, Alessandro, MauÃ¡, Denis Deratani, Facchini, Alessandro, Villanueva Llerena, Julissa

Journal:

International Journal of Approximate Reasoning

Year:

2020

File:

PDF, 595 KB

2020

16

Evaluating credal classifiers by utility-discounted predictive accuracy

Marco Zaffalon, Giorgio Corani, Denis Mauá

Journal:

International Journal of Approximate Reasoning

Year:

2012

Language:

english

File:

PDF, 805 KB

english, 2012

17

Hidden Markov models with set-valued parameters

Mauá, Denis Deratani, Antonucci, Alessandro, de Campos, Cassio Polpo

Journal:

Year:

2015

Language:

english

File:

PDF, 977 KB

english, 2015

18

Fast local search methods for solving limited memory influence diagrams

Mauá, Denis Deratani, Cozman, Fabio Gagliardi

Journal:

International Journal of Approximate Reasoning

Year:

2016

Language:

english

File:

PDF, 553 KB

english, 2016

19

[IEEE 2016 5th Brazilian Conference on Intelligent Systems (BRACIS) - Recife, Brazil (2016.10.9-2016.10.12)] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS) - Markov Decision Processes Specified by Probabilistic Logic Programming: Representation and Solution

Bueno, Thiago P., Maua, Denis D., Barros, Leliane N. de, Cozman, Fabio G.

Year:

2016

Language:

english

File:

PDF, 208 KB

english, 2016

20

Robustifying sum-product networks

Deratani Mauá, Denis, Conaty, Diarmaid, Gagliardi Cozman, Fabio, Poppenhaeger, Katja, Polpo de Campos, Cassio

Journal:

International Journal of Approximate Reasoning

Year:

2018

Language:

english

File:

PDF, 794 KB

english, 2018

21

[IEEE 2017 Brazilian Conference on Intelligent Systems (BRACIS) - Uberlândia, Brazil (2017.10.2-2017.10.5)] 2017 Brazilian Conference on Intelligent Systems (BRACIS) - On Using Sum-Product Networks for Multi-label Classification

Llerena, Julissa Villanueva, Maua, Denis Deratani

Year:

2017

Language:

english

File:

PDF, 165 KB

english, 2017

22

On the complexity of propositional and relational credal networks

Gagliardi Cozman, Fabio, Deratani Mauá, Denis

Journal:

International Journal of Approximate Reasoning

Year:

2017

Language:

english

File:

PDF, 797 KB

english, 2017

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