Marcos L. P. Bueno

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Topics

Artificial Intelligence In Education

Dynamic Bayesian Networks

Multiobjective Evolutionary Algorithms

Top Venues

J. Biomed. Informatics

Int. J. Approx. Reason.

Publications

Marcos L. P. Bueno, Serge Thill
Datasets for Artificial Intelligence in Education: The Case of Children with Neurodevelopmental Disorders. "MIS4TEL (Workshops) (2023)
Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren
AMLB: an AutoML Benchmark. CoRR (2022)
Rianne M. Schouten, Marcos L. P. Bueno, Wouter Duivesteijn, Mykola Pechenizkiy
Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions. Data Min. Knowl. Discov. 36 (1) (2022)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas
Temporal Exceptional Model Mining Using Dynamic Bayesian Networks. AALTD@PKDD/ECML (2020)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Joost G. E. Janzing
A Data-Driven Exploration of Hypotheses on Disease Dynamics. AIME (2019)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Joost G. E. Janzing
A probabilistic framework for predicting disease dynamics: A case study of psychotic depression. J. Biomed. Informatics 95 (2019)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Mariana Lobo, Pedro Pereira Rodrigues
Modeling the Dynamics of Multiple Disease Occurrence by Latent States. SUM (2018)
Thiago Fialho de Queiroz Lafetá, Marcos L. P. Bueno, Christiane Regina Soares Brasil, Gina M. B. Oliveira
MEANDS: A Many-objective Evolutionary Algorithm based on Non-dominated Decomposed Sets applied to multicast routing. Appl. Soft Comput. 62 (2018)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Alexis Linard
Asymmetric hidden Markov models. Int. J. Approx. Reason. 88 (2017)
Alexis Linard, Marcos L. P. Bueno
Towards Adaptive Scheduling of Maintenance for Cyber-Physical Systems. ISoLA (1) (2016)
Arjen Hommersom, Marcos L. P. Bueno
Toward Computing Conflict-Based Diagnoses in Probabilistic Logic Programming. PLP@ILP (2016)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Sicco Verwer, Alexis Linard
Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case. Probabilistic Graphical Models (2016)
Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Martijn Lappenschaar, Joost G. E. Janzing
Understanding disease processes by partitioned dynamic Bayesian networks. J. Biomed. Informatics 61 (2016)
Marcos L. P. Bueno, Gina M. B. Oliveira
Four-objective formulations of multicast flows via evolutionary algorithms with quality demands. Telecommun. Syst. 55 (3) (2014)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
Mining User Contextual Preferences. J. Inf. Data Manag. 4 (1) (2013)
Marcos L. P. Bueno, Gina M. B. Oliveira
A Dynamic Multiobjective Evolutionary Algorithm for Multicast Routing Problem. SMC (2013)
Marcos L. P. Bueno, Gina M. B. Oliveira
A Dynamic Multiobjective Evolutionary Algorithm for Multicast Routing Problem. ICTAI (2013)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
CPrefMiner: An Algorithm for Mining User Contextual Preferences Based on Bayesian Networks. ICTAI (2012)
Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
Mining User Contextual Preferences. SBBD (Short Papers) (2012)
Sandra de Amo, Marcos L. P. Bueno
Continuous Processing of Conditional Preference Queries. SBBD (Short Papers) (2011)
Marcos L. P. Bueno, Gina M. B. Oliveira
Multiobjective Evolutionary Algorithms and a Combined Heuristic for Route Reconnection Applied to Multicast Flow Routing. CIT (2010)
Marcos L. P. Bueno, Gina M. B. Oliveira
Algorithms to Augment Diversity and Convergence in Multiobjective Multicast Flow Routing. SBRN (2010)
Marcos L. P. Bueno, Gina M. B. Oliveira
Pareto-Based Optimization of Multicast Flows with QoS and Traffic Engineering Requirements. NCA (2010)
Marcos L. P. Bueno, Gina M. B. Oliveira
Multicast flow routing: Evaluation of heuristics and multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation (2010)
Marcos L. P. Bueno, Gina M. B. Oliveira
Analyzing the effects of neighborhood crossover in multiobjective multicast flow routing problem. SMC (2010)