Publications | Denis Maua Webpage https://www.ime.usp.br/~ddm/publication/ Publications Hugo Blox Builder (https://hugoblox.com)en-usWed, 01 Apr 2026 00:00:00 +0000 https://www.ime.usp.br/~ddm/media/icon_hu_da05098ef60dc2e7.png Publications https://www.ime.usp.br/~ddm/publication/ Automated Essay Scoring for Brazilian Portuguese - Evidence from Cross-Prompt Evaluation of ENEM Essays https://www.ime.usp.br/~ddm/publication/barbosa-2026-propor/ Wed, 01 Apr 2026 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/barbosa-2026-propor/ Automated Reformulation of Argumentative Essays to Improve Argument Organization and Development https://www.ime.usp.br/~ddm/publication/moraes-2026-propor/ Wed, 01 Apr 2026 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/moraes-2026-propor/ Evaluating Automated Scoring Models on Official ENEM Essays https://www.ime.usp.br/~ddm/publication/rossman-2026-propor/ Wed, 01 Apr 2026 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/rossman-2026-propor/ Neuro-symbolic Approaches for Rubric-Based Automatic Essay Evaluation of ENEM Essays https://www.ime.usp.br/~ddm/publication/silveira-2026-propor/ Wed, 01 Apr 2026 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/silveira-2026-propor/ Branch and Bound Search for Exact MAP Inference in Credal Networks https://www.ime.usp.br/~ddm/publication/marinescu-2026-iclr/ Thu, 01 Jan 2026 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/marinescu-2026-iclr/ Probabilities of Causation and Root Cause Analysis with Quasi-Markovian Models https://www.ime.usp.br/~ddm/publication/laurentino-2025-bracis/ Thu, 01 Jan 2026 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/laurentino-2025-bracis/ An Empirical Analysis of Large Language Models for Automated Cross-Prompt Essay Trait Scoring in Brazilian Portuguese https://www.ime.usp.br/~ddm/publication/barbosa-2025-jbcs/ Wed, 01 Oct 2025 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/barbosa-2025-jbcs/ Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks https://www.ime.usp.br/~ddm/publication/cozman-2025-isipta/ Tue, 01 Jul 2025 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2025-isipta/ Investigating Universal Adversarial Attacks Against Transformers-Based Automatic Essay Scoring Systems https://www.ime.usp.br/~ddm/publication/silveira-2024-bracis/ Wed, 01 Jan 2025 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/silveira-2024-bracis/ A Big Challenge: Tools to Guarantee Robust and Controlled Behavior of Large Language Models https://www.ime.usp.br/~ddm/publication/cozman-2024-challenges/ Fri, 01 Nov 2024 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2024-challenges/ dPASP: A Probabilistic Logic Programming Environment For Neurosymbolic Learning and Reasoning https://www.ime.usp.br/~ddm/publication/geh-2024-kr/ Thu, 01 Aug 2024 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/geh-2024-kr/ A Compositional Atlas for Algebraic Circuits https://www.ime.usp.br/~ddm/publication/wang-2024-neurips/ Mon, 01 Jan 2024 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/wang-2024-neurips/ A New Benchmark for Automatic Essay Scoring in Portuguese https://www.ime.usp.br/~ddm/publication/silveira-2024-propor/ Mon, 01 Jan 2024 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/silveira-2024-propor/ Probabilistic Logic Programming under the L-Stable Semantics https://www.ime.usp.br/~ddm/publication/maua-2024-nmr/ Mon, 01 Jan 2024 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2024-nmr/ Specifying credal sets with probabilistic answer set programming https://www.ime.usp.br/~ddm/publication/maua-2023-isipta/ Sat, 01 Jul 2023 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2023-isipta/ Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks https://www.ime.usp.br/~ddm/publication/rocha-2023-epia/ Sun, 01 Jan 2023 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/rocha-2023-epia/ On Modal Clustering with Gaussian Sum-Product Networks https://www.ime.usp.br/~ddm/publication/madeira-2023-tpm/ Sun, 01 Jan 2023 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/madeira-2023-tpm/ Differentiable Planning for Optimal Liquidation https://www.ime.usp.br/~ddm/publication/pennacchio-2022-bwaif/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/pennacchio-2022-bwaif/ Differentiable Planning with Indefinite Horizon https://www.ime.usp.br/~ddm/publication/dias-2022-kdmile/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/dias-2022-kdmile/ Distinct Outcomes in COVID-19 Patients with Positive or Negative RT-PCR Test https://www.ime.usp.br/~ddm/publication/mc-2022-viruses/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/mc-2022-viruses/ Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study https://www.ime.usp.br/~ddm/publication/lovatto-2022-bracis/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/lovatto-2022-bracis/ Integrating Question Answering and Text-to-SQL in Portuguese https://www.ime.usp.br/~ddm/publication/jose-2022-propor/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/jose-2022-propor/ Time Robust Trees: Using Temporal Invariance to Improve Generalization https://www.ime.usp.br/~ddm/publication/moneda-2022-bracis/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/moneda-2022-bracis/ Timing to Intubation COVID-19 Patients: Can We Put It Off until Tomorrow? https://www.ime.usp.br/~ddm/publication/alencar-2022-healthcare/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/alencar-2022-healthcare/ Tractable Classification with Non-Ignorable Missing Data Using Generative Random Forests https://www.ime.usp.br/~ddm/publication/villanueva-2022-kdmile/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/villanueva-2022-kdmile/ Tractable Mode-Finding in Sum-Product Networks with Gaussian Leaves https://www.ime.usp.br/~ddm/publication/madeira-2022-eniac/ Sat, 01 Jan 2022 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/madeira-2022-eniac/ Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging https://www.ime.usp.br/~ddm/publication/geh-2021-uai/ Thu, 01 Jul 2021 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/geh-2021-uai/ Cautious Classification with Data Missing Not at Random using Generative Random Forests https://www.ime.usp.br/~ddm/publication/villanueva-2021-ecsqaru/ Fri, 01 Jan 2021 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/villanueva-2021-ecsqaru/ Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget https://www.ime.usp.br/~ddm/publication/moreira-2021-ijar/ Fri, 01 Jan 2021 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/moreira-2021-ijar/ Fast And Accurate Learning of Probabilistic Circuits by Random Projections https://www.ime.usp.br/~ddm/publication/geh-2021-tpm/ Fri, 01 Jan 2021 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/geh-2021-tpm/ A Contact Network-Based Approach for Online Planning of Containment Measures for COVID-19 https://www.ime.usp.br/~ddm/publication/thomaz-2020-eniac/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/thomaz-2020-eniac/ Complexity results for probabilistic answer set programming https://www.ime.usp.br/~ddm/publication/maua-2020-ijar/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2020-ijar/ Decision-Aware Model Learning for Actor-Critic Methods: When Theory Does Not Meet Practice https://www.ime.usp.br/~ddm/publication/lovatto-2020-icbinb/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/lovatto-2020-icbinb/ Efficient Algorithms for Robustness Analysis of Maximum A Posteriori Inference in Selective Sum-Product Networks https://www.ime.usp.br/~ddm/publication/julissa-2020-ijar/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/julissa-2020-ijar/ Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning https://www.ime.usp.br/~ddm/publication/condori-2020-bracis/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/condori-2020-bracis/ Learning Probabilistic Sentential Decision Diagrams by Sampling https://www.ime.usp.br/~ddm/publication/geh-2020-kdmile/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/geh-2020-kdmile/ On the Performance of Planning Through Backpropagation https://www.ime.usp.br/~ddm/publication/scaroni-2020-bracis/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/scaroni-2020-bracis/ Prediction of Environmental Conditions for Maritime Navigation using a Network of Sensors: A Practical Application of Graph Neural Networks https://www.ime.usp.br/~ddm/publication/netto-2020-kdmile/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/netto-2020-kdmile/ The Joy of Probabilistic Answer Set Programming: Semantics, complexity, expressivity, inference https://www.ime.usp.br/~ddm/publication/cozman-2020-ijar/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2020-ijar/ Thirty years of credal networks: Specification, algorithms and complexity https://www.ime.usp.br/~ddm/publication/maua-2020-ijar-b/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2020-ijar-b/ Tractable inference in credal sentential decision diagrams https://www.ime.usp.br/~ddm/publication/mattei-2020-ijar/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/mattei-2020-ijar/ Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks https://www.ime.usp.br/~ddm/publication/maua-2020-pgm/ Wed, 01 Jan 2020 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2020-pgm/ Deep Reactive Policies for Planning in Stochastic Nonlinear Domains https://www.ime.usp.br/~ddm/publication/bueno-2019-aaai/ Tue, 01 Jan 2019 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/bueno-2019-aaai/ End-To-End Imitation Learning of Lane Following Policies Using Sum-Product Networks https://www.ime.usp.br/~ddm/publication/geh-2019-eniac/ Tue, 01 Jan 2019 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/geh-2019-eniac/ Exploring the Space of Probabilistic Sentential Decision Diagrams https://www.ime.usp.br/~ddm/publication/mattei-2019-tpm/ Tue, 01 Jan 2019 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/mattei-2019-tpm/ Robust Analysis of MAP Inference in Selective Sum-Product Networks https://www.ime.usp.br/~ddm/publication/villanueva-2019-isipta/ Tue, 01 Jan 2019 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/villanueva-2019-isipta/ Speeding up parameter and rule learning for acyclic probabilistic logic programs https://www.ime.usp.br/~ddm/publication/faria-2019-ijar/ Tue, 01 Jan 2019 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/faria-2019-ijar/ The finite model theory of Bayesian network specifications: Descriptive complexity and zero/one laws https://www.ime.usp.br/~ddm/publication/cozman-2019-ijar/ Tue, 01 Jan 2019 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2019-ijar/ The Finite Model Theory of Bayesian Networks: Descriptive Complexity https://www.ime.usp.br/~ddm/publication/cozman-2018-ijcai/ Sun, 01 Jul 2018 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2018-ijcai/ Advances in Automatically Solving the ENEM https://www.ime.usp.br/~ddm/publication/silveira-2018-bracis/ Mon, 01 Jan 2018 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/silveira-2018-bracis/ Robustifying sum-product networks https://www.ime.usp.br/~ddm/publication/maua-2018-ijar/ Mon, 01 Jan 2018 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2018-ijar/ The complexity of Bayesian networks specified by propositional and relational languages https://www.ime.usp.br/~ddm/publication/cozman-2018-ai/ Mon, 01 Jan 2018 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2018-ai/ When a Robot Reaches Out for Human Help https://www.ime.usp.br/~ddm/publication/andres-2018-iberamia/ Mon, 01 Jan 2018 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/andres-2018-iberamia/ Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks https://www.ime.usp.br/~ddm/publication/maua-2017-arxiv/ Wed, 01 Mar 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2017-arxiv/ Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks https://www.ime.usp.br/~ddm/publication/conaty-2017-uai/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/conaty-2017-uai/ Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization https://www.ime.usp.br/~ddm/publication/defaria-2017-sum/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/defaria-2017-sum/ Credal Sum-Product Networks https://www.ime.usp.br/~ddm/publication/maua-2017-isipta/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2017-isipta/ Modeling Markov Decision Processes with Imprecise Probabilities Using Probabilistic Logic Programming https://www.ime.usp.br/~ddm/publication/bueno-2017-isipta/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/bueno-2017-isipta/ On the complexity of propositional and relational credal networks https://www.ime.usp.br/~ddm/publication/cozman-2017-ijar/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2017-ijar/ On the Semantics and Complexity of Probabilistic Logic Programs https://www.ime.usp.br/~ddm/publication/cozman-2017-jair/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2017-jair/ On Using Sum-Product Networks For Multi-Label Classification https://www.ime.usp.br/~ddm/publication/villanueva-2017-bracis/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/villanueva-2017-bracis/ Parameter Learning in ProbLog with Probabilistic Rules https://www.ime.usp.br/~ddm/publication/de-faria-2017-kdmile/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/de-faria-2017-kdmile/ Speeding-up ProbLog's Parameter Learning https://www.ime.usp.br/~ddm/publication/defaria-2017-starai/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/defaria-2017-starai/ The Complexity of Inferences and Explanations in Probabilistic Logic Programming https://www.ime.usp.br/~ddm/publication/cozman-2017-ecsqaru-b/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2017-ecsqaru-b/ The Descriptive Complexity of Bayesian Network Specifications https://www.ime.usp.br/~ddm/publication/cozman-2017-ecsqaru-a/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2017-ecsqaru-a/ The effect of combination functions on the complexity of relational Bayesian networks https://www.ime.usp.br/~ddm/publication/maua-2017-ijar/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2017-ijar/ University Entrance Exam as a Guiding Test for Artificial Intelligence https://www.ime.usp.br/~ddm/publication/silveira-2017-bracis/ Sun, 01 Jan 2017 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/silveira-2017-bracis/ The Complexity of Bayesian Networks Specified by Propositional and Relational Languages https://www.ime.usp.br/~ddm/publication/cozman-2016-arxiv/ Thu, 01 Dec 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2016-arxiv/ Better Initialization Heuristics for Order-based Bayesian Network Structure Learning https://www.ime.usp.br/~ddm/publication/perez-2016-jidm/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/perez-2016-jidm/ Equivalences between maximum a posteriori inference in Bayesian networks and maximum expected utility computation in influence diagrams https://www.ime.usp.br/~ddm/publication/maua-2016-ijar/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2016-ijar/ Fast local search methods for solving limited memory influence diagrams https://www.ime.usp.br/~ddm/publication/maua-2016-ijarb/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2016-ijarb/ Hidden Markov models with set-valued parameters https://www.ime.usp.br/~ddm/publication/maua-2016-neuro/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2016-neuro/ Improving Acyclic Selection Order-Based Bayesian Network Structure Learning https://www.ime.usp.br/~ddm/publication/perez-2016-eniac/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/perez-2016-eniac/ Markov Decision Processes Specified by Probabilistic Logic Programming: Representation and Solution https://www.ime.usp.br/~ddm/publication/bueno-2016-bracis/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/bueno-2016-bracis/ Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity https://www.ime.usp.br/~ddm/publication/cozman-2016-pgm/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2016-pgm/ The Effect of Combination Functions on the Complexity of Relational Bayesian Networks https://www.ime.usp.br/~ddm/publication/maua-2016-pgm/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2016-pgm/ The structure and complexity of credal semantics https://www.ime.usp.br/~ddm/publication/cozman-2016-wplp/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2016-wplp/ The Well-Founded Semantics of Cyclic Probabilistic Logic Programs https://www.ime.usp.br/~ddm/publication/cozman-2016-eniac/ Fri, 01 Jan 2016 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2016-eniac/ A Tractable Class of Model Counting Problems https://www.ime.usp.br/~ddm/publication/maua-2015-eniac/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2015-eniac/ Bayesian Networks of Bounded Treewith: A Performance Analysis https://www.ime.usp.br/~ddm/publication/machado-2015-eniac/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/machado-2015-eniac/ Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity https://www.ime.usp.br/~ddm/publication/cozman-2015-aaai/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2015-aaai/ DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model https://www.ime.usp.br/~ddm/publication/maua-2015-sum/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2015-sum/ Early classification of time series by hidden Markov models with set-valued parameters https://www.ime.usp.br/~ddm/publication/antonucci-2015-d/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/antonucci-2015-d/ Initialization Heuristics for Greedy Bayesian Network Structure Learning https://www.ime.usp.br/~ddm/publication/perez-2015-kdmile/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/perez-2015-kdmile/ On the Complexity of Propositional and Relational Credal Networks https://www.ime.usp.br/~ddm/publication/cozman-2015-isipta/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2015-isipta/ Specifying Probabilistic Relational Models with Description Logics https://www.ime.usp.br/~ddm/publication/cozman-2015-eniac/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2015-eniac/ The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages https://www.ime.usp.br/~ddm/publication/maua-2015-ijcai/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2015-ijcai/ The Complexity of Plate Probabilistic Models https://www.ime.usp.br/~ddm/publication/cozman-2015-sum/ Thu, 01 Jan 2015 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/cozman-2015-sum/ Advances in Learning Bayesian Networks of Bounded Treewidth https://www.ime.usp.br/~ddm/publication/nie-2014-arxiv/ Wed, 01 Jan 2014 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/nie-2014-arxiv/ Advances in Learning Bayesian Networks of Bounded Treewidth https://www.ime.usp.br/~ddm/publication/nie-2014-nips/ Wed, 01 Jan 2014 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/nie-2014-nips/ Algorithms for Hidden Markov Models With Imprecisely Specified Parameters https://www.ime.usp.br/~ddm/publication/maua-2014-bracis/ Wed, 01 Jan 2014 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2014-bracis/ Equivalences between Maximum a Posteriori Inference in Bayesian Networks and Maximum Expected Utility Computation in Influence Diagrams https://www.ime.usp.br/~ddm/publication/maua-2014-pgm-a/ Wed, 01 Jan 2014 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2014-pgm-a/ Probabilistic Inference in Credal Networks: New Complexity Results https://www.ime.usp.br/~ddm/publication/maua-cba-14-jair/ Wed, 01 Jan 2014 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-cba-14-jair/ Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams https://www.ime.usp.br/~ddm/publication/maua-2014-pgm-b/ Wed, 01 Jan 2014 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2014-pgm-b/ Trading off Speed and Accuracy in Multilabel Classification https://www.ime.usp.br/~ddm/publication/corani-2014-pgm/ Wed, 01 Jan 2014 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/corani-2014-pgm/ Algorithms and Complexity Results for Discrete Probabilistic Reasoning Tasks https://www.ime.usp.br/~ddm/publication/maua-2013/ Tue, 01 Jan 2013 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2013/ An Ensemble of Bayesian Networks for Multilabel Classification https://www.ime.usp.br/~ddm/publication/antonucci-2013-ijcai/ Tue, 01 Jan 2013 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/antonucci-2013-ijcai/ On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables https://www.ime.usp.br/~ddm/publication/maua-2013-ai/ Tue, 01 Jan 2013 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2013-ai/ On the Complexity of Strong and Epistemic Credal Networks https://www.ime.usp.br/~ddm/publication/maua-2013-uai/ Tue, 01 Jan 2013 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2013-uai/ Anytime Marginal MAP Inference https://www.ime.usp.br/~ddm/publication/maua-2012-icml/ Sun, 01 Jan 2012 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2012-icml/ Evaluating credal classifiers by utility-discounted predictive accuracy https://www.ime.usp.br/~ddm/publication/zaffalon-2012-ijar/ Sun, 01 Jan 2012 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/zaffalon-2012-ijar/ Solving Limited Memory Influence Diagrams https://www.ime.usp.br/~ddm/publication/maua-2012-jair/ Sun, 01 Jan 2012 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2012-jair/ The Complexity of Approximately Solving Influence Diagrams https://www.ime.usp.br/~ddm/publication/maua-2012-uai/ Sun, 01 Jan 2012 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2012-uai/ Updating Credal Networks is Approximable in Polynomial Time https://www.ime.usp.br/~ddm/publication/maua-2012-ijar/ Sun, 01 Jan 2012 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2012-ijar/ Solving Limited Memory Influence Diagrams 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https://www.ime.usp.br/~ddm/publication/maua-2009-enia/ Topic models on the automatic classification of user reviews https://www.ime.usp.br/~ddm/publication/maua-2009-masterthesis/ Thu, 01 Jan 2009 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2009-masterthesis/ Managing Trust in Virtual Communities with Markov Logic https://www.ime.usp.br/~ddm/publication/maua-2008-wtdia/ Tue, 01 Jan 2008 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2008-wtdia/ Using Social Data to Predict Trust on Web Communities : A Case Study with the Epinions.com Website https://www.ime.usp.br/~ddm/publication/maua-2008-wiva/ Tue, 01 Jan 2008 00:00:00 +0000 https://www.ime.usp.br/~ddm/publication/maua-2008-wiva/