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ORCIDMarcos L. P. Bueno
Person information
- affiliation: Eindhoven University of Technology, The Netherlands
- affiliation (former): Federal University of Uberlândia (UFU), School of Computer Science
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2020 – today
- 2024
[j8]Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren:
AMLB: an AutoML Benchmark. J. Mach. Learn. Res. 25: 101:1-101:65 (2024)- 2023
- [c20]Marcos L. P. Bueno, Serge Thill:
Datasets for Artificial Intelligence in Education: The Case of Children with Neurodevelopmental Disorders. "MIS4TEL (Workshops) 2023: 70-77 - 2022
- [j7]Rianne Margaretha 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): 379-413 (2022) - [i1]Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren:
AMLB: an AutoML Benchmark. CoRR abs/2207.12560 (2022) - 2020
- [c19]Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas:
Temporal Exceptional Model Mining Using Dynamic Bayesian Networks. AALTD@PKDD/ECML 2020: 97-112
2010 – 2019
- 2019
- [j6]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) - [c18]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: 170-179 - 2018
- [j5]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: 851-866 (2018) - [c17]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: 93-107 - 2017
- [j4]Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Alexis Linard:
Asymmetric hidden Markov models. Int. J. Approx. Reason. 88: 169-191 (2017) - [c16]Marcos Luiz de Paula Bueno, Arjen Hommersom, Peter J. F. Lucas:
An improved diagnostic method for probabilistic consistency-based diagnosis. DX 2017: 65-77 - 2016
- [j3]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: 283-297 (2016) - [c15]Thiago Fialho de Queiroz Lafetá, Marcos Luiz de Paula Bueno, Christiane Regina Soares Brasil, Gina Maira Barbosa de Oliveira:
Many-Objective Evolutionary Algorithms for Multicast Routing with Quality of Service Problem. BRACIS 2016: 187-192 - [c14]Arjen Hommersom, Marcos L. P. Bueno:
Toward Computing Conflict-Based Diagnoses in Probabilistic Logic Programming. PLP@ILP 2016: 29-38 - [c13]Alexis Linard, Marcos L. P. Bueno:
Towards Adaptive Scheduling of Maintenance for Cyber-Physical Systems. ISoLA (1) 2016: 134-150 - [c12]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: 50-61 - 2014
- [j2]Marcos L. P. Bueno, Gina M. B. Oliveira:
Four-objective formulations of multicast flows via evolutionary algorithms with quality demands. Telecommun. Syst. 55(3): 435-448 (2014) - 2013
- [j1]Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva:
Mining User Contextual Preferences. J. Inf. Data Manag. 4(1): 37-46 (2013) - [c11]Marcos L. P. Bueno, Gina M. B. Oliveira:
A Dynamic Multiobjective Evolutionary Algorithm for Multicast Routing Problem. ICTAI 2013: 344-350 - [c10]Marcos L. P. Bueno, Gina M. B. Oliveira:
A Dynamic Multiobjective Evolutionary Algorithm for Multicast Routing Problem. SMC 2013: 841-846 - 2012
- [c9]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: 114-121 - [c8]Sandra de Amo, Marcos L. P. Bueno, Guilherme Alves, Nádia Félix F. da Silva:
Mining User Contextual Preferences. SBBD (Short Papers) 2012: 177-184 - 2011
- [c7]Marcos Luiz de Paula Bueno, Gina Maira Barbosa de Oliveira:
Adaptive shifting of auxiliary strategies over three formulations of multicast routing problem. GECCO (Companion) 2011: 101-102 - [c6]Sandra de Amo, Marcos L. P. Bueno:
Continuous Processing of Conditional Preference Queries. SBBD (Short Papers) 2011: 25-32 - 2010
- [c5]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: 464-471 - [c4]Marcos L. P. Bueno, Gina M. B. Oliveira:
Multicast flow routing: Evaluation of heuristics and multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c3]Marcos L. P. Bueno, Gina M. B. Oliveira:
Pareto-Based Optimization of Multicast Flows with QoS and Traffic Engineering Requirements. NCA 2010: 257-260 - [c2]Marcos L. P. Bueno, Gina M. B. Oliveira:
Algorithms to Augment Diversity and Convergence in Multiobjective Multicast Flow Routing. SBRN 2010: 158-163 - [c1]Marcos L. P. Bueno, Gina M. B. Oliveira:
Analyzing the effects of neighborhood crossover in multiobjective multicast flow routing problem. SMC 2010: 4354-4361
Coauthor Index
aka: Gina M. B. Oliveira
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