Marcos L. P. Bueno

28 papers B 7C 1Journal 10Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Robustness of AutoML on Dirty Categorical Data. CoRR Marcos L. P. Bueno, Joaquin Vanschoren
2025	—	`conf`	Predicting Performance in Gamified Cognitive Executive Functioning Tasks for Neurodiverse Children Using Machine Learning. HCI (62) Marcos L. P. Bueno, Arina Schippers, Monika Kazlauskaite, Joana Brito, Joana Campos, Lucía Vera, Diana Stilwell, Carlos Martinho, Gerardo Herrera, Cristina A. Costescu, Serge Thill
2024	J	`jnl`	AMLB: an AutoML Benchmark. J. Mach. Learn. Res. Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren
2023	—	`conf`	Datasets for Artificial Intelligence in Education: The Case of Children with Neurodevelopmental Disorders. "MIS4TEL (Workshops) Marcos L. P. Bueno, Serge Thill
2022	J	`jnl`	AMLB: an AutoML Benchmark. CoRR Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren
2022	J	`jnl`	Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions. Data Min. Knowl. Discov. Rianne Margaretha Schouten, Marcos L. P. Bueno, Wouter Duivesteijn, Mykola Pechenizkiy
2020	—	`conf`	Temporal Exceptional Model Mining Using Dynamic Bayesian Networks. AALTD@PKDD/ECML Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas
2019	B	`conf`	A Data-Driven Exploration of Hypotheses on Disease Dynamics. AIME Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Joost G. E. Janzing
2019	J	`jnl`	A probabilistic framework for predicting disease dynamics: A case study of psychotic depression. J. Biomed. Informatics Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Joost G. E. Janzing
2018	J	`jnl`	MEANDS: A Many-objective Evolutionary Algorithm based on Non-dominated Decomposed Sets applied to multicast routing. Appl. Soft Comput. Thiago Fialho de Queiroz Lafetá, Marcos L. P. Bueno, Christiane Regina Soares Brasil, Gina M. B. Oliveira
2018	—	`conf`	Modeling the Dynamics of Multiple Disease Occurrence by Latent States. SUM Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Mariana Lobo, Pedro Pereira Rodrigues
2017	J	`jnl`	Asymmetric hidden Markov models. Int. J. Approx. Reason. Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Alexis Linard
2016	—	`conf`	Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case. Probabilistic Graphical Models Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Sicco Verwer, Alexis Linard
2016	—	`conf`	Toward Computing Conflict-Based Diagnoses in Probabilistic Logic Programming. PLP@ILP Arjen Hommersom, Marcos L. P. Bueno
2016	—	`conf`	Towards Adaptive Scheduling of Maintenance for Cyber-Physical Systems. ISoLA (1) Alexis Linard, Marcos L. P. Bueno
2016	J	`jnl`	Understanding disease processes by partitioned dynamic Bayesian networks. J. Biomed. Informatics Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Martijn Lappenschaar, Joost G. E. Janzing
2014	J	`jnl`	Four-objective formulations of multicast flows via evolutionary algorithms with quality demands. Telecommun. Syst. Marcos L. P. Bueno, Gina M. B. Oliveira
2013	B	`conf`	A Dynamic Multiobjective Evolutionary Algorithm for Multicast Routing Problem. ICTAI Marcos L. P. Bueno, Gina M. B. Oliveira
2013	B	`conf`	A Dynamic Multiobjective Evolutionary Algorithm for Multicast Routing Problem. SMC Marcos L. P. Bueno, Gina M. B. Oliveira
2013	J	`jnl`	Mining User Contextual Preferences. J. Inf. Data Manag. Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
2012	B	`conf`	CPrefMiner: An Algorithm for Mining User Contextual Preferences Based on Bayesian Networks. ICTAI Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
2012	—	`conf`	Mining User Contextual Preferences. SBBD (Short Papers) Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva
2011	—	`conf`	Continuous Processing of Conditional Preference Queries. SBBD (Short Papers) Sandra de Amo, Marcos L. P. Bueno
2010	—	`conf`	Algorithms to Augment Diversity and Convergence in Multiobjective Multicast Flow Routing. SBRN Marcos L. P. Bueno, Gina M. B. Oliveira
2010	B	`conf`	Analyzing the effects of neighborhood crossover in multiobjective multicast flow routing problem. SMC Marcos L. P. Bueno, Gina M. B. Oliveira
2010	B	`conf`	Multicast flow routing: Evaluation of heuristics and multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation Marcos L. P. Bueno, Gina M. B. Oliveira
2010	C	`conf`	Multiobjective Evolutionary Algorithms and a Combined Heuristic for Route Reconnection Applied to Multicast Flow Routing. CIT Marcos L. P. Bueno, Gina M. B. Oliveira
2010	B	`conf`	Pareto-Based Optimization of Multicast Flows with QoS and Traffic Engineering Requirements. NCA Marcos L. P. Bueno, Gina M. B. Oliveira