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Leandro Lei Minku

Observed names: F. Li Minku, F.L. Minku, L. L. Minku, L. Minku, L.L. Minku, LEANDRO L. MINKU, Leandro L Minku, Leandro L. Minku, Leandro Lei Minku (7654493), Leandro Minku, Minku, Leandro, Minku, Leandro L., Minku, Leandro L.; id_orcid 0000-0002-2639-0671, Minku, Leandro Lei
Observed institutions: University of Leicester, Universidade de São Paulo, Harbin Institute of Technology, Universidade Federal de Pernambuco, University College Birmingham, Universidade Federal Rural de Pernambuco, Universidade de Pernambuco, University of Birmingham, University of Oulu
ORCID: 0000-0002-2639-0671
Observed ORCID: 0000-0002-2639-0671
OpenAlex ID: A5064089961
Ensemble learning for data stream analysis: A survey
2017 · Bartosz Krawczyk, Leandro L. Minku, et al. · Information Fusion · 1,051
The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift
2009 · L.L. Minku, A.P. White, et al. · IEEE Transactions on Knowledge and Data Engineering · 438
DDD: A New Ensemble Approach for Dealing with Concept Drift
2011 · Leandro L. Minku, Xin Yao · IEEE Transactions on Knowledge and Data Engineering · 431
Resampling-Based Ensemble Methods for Online Class Imbalance Learning
2014 · Shuo Wang, Leandro L. Minku, et al. · IEEE Transactions on Knowledge and Data Engineering · 396
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A Systematic Study of Online Class Imbalance Learning With Concept Drift
2018 · Shuo Wang, Leandro L. Minku, et al. · IEEE Transactions on Neural Networks and Learning Systems · 335
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Online Ensemble Learning of Data Streams with Gradually Evolved Classes
2016 · Yu Sun, Ke Tang, et al. · IEEE Transactions on Knowledge and Data Engineering · 172
Ensembles and locality: Insight on improving software effort estimation
2012 · Leandro L. Minku, Xin Yao · Information and Software Technology · 156
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A learning framework for online class imbalance learning
2013 · Shuo Wang, Leandro L. Minku, et al. · 112
Surrogate models in evolutionary single-objective optimization: A new taxonomy and experimental study
2021 · Hao Tong, Changwu Huang, et al. · Information Sciences · 109
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A Q-learning-based memetic algorithm for multi-objective dynamic software project scheduling
2017 · Xiao-Ning Shen, Leandro L. Minku, et al. · Information Sciences · 105
Next challenges for adaptive learning systems
2012 · Indre Zliobaite, Albert Bifet, et al. · ACM SIGKDD Explorations Newsletter · 105
Metaheuristics “In the Large”
2021 · Jerry Swan, Steven Adriaensen, et al. · European Journal of Operational Research · 103
Concept drift detection for online class imbalance learning
2013 · Shuo Wang, Leandro L. Minku, et al. · International Joint Conference on Neural Networks (IJCNN) · 99
Class Imbalance Evolution and Verification Latency in Just-in-Time Software Defect Prediction
2019 · George G. Cabral, Leandro L. Minku, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 94
An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation
2015 · Mohammad Azzeh, Ali Bou Nassif, et al. · Journal of Systems and Software · 93
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Software effort estimation as a multiobjective learning problem
2013 · Leandro L. Minku, Xin Yao · ACM Transactions on Software Engineering and Methodology · 93
Online Class Imbalance Learning and Its Applications in Fault Detection
2013 · SHUO WANG, LEANDRO L. MINKU, et al. · International Journal of Computational Intelligence and Applications · 80
The impact of parameter tuning on software effort estimation using learning machines
2013 · Liyan Song, Leandro L. Minku, et al. · 79
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Dynamic Software Project Scheduling through a Proactive-Rescheduling Method
2015 · Xiaoning Shen, Leandro L. Minku, et al. · IEEE Transactions on Software Engineering · 70
An investigation of cross-project learning in online just-in-time software defect prediction
2020 · Sadia Tabassum, Leandro L. Minku, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 64
How to make best use of cross-company data in software effort estimation?
2014 · Leandro L. Minku, Xin Yao · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 63
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Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis
2013 · Leandro L. Minku, Dirk Sudholt, et al. · IEEE Transactions on Software Engineering · 54
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A heterogeneous online learning ensemble for non-stationary environments
2019 · Mobin M. Idrees, Leandro L. Minku, et al. · Knowledge-Based Systems · 53
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Dealing with multiple classes in online class imbalance learning
2016 · Shuo Wang, Leandro L. Minku, et al. · Leicester Research Archive (University of Leicester) · 53
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FEDD: Feature Extraction for Explicit Concept Drift Detection in time series
2016 · Rodolfo C. Cavalcante, Leandro L. Minku, et al. · International Joint Conference on Neural Networks (IJCNN) · 53
Works count: 220
Citation count: 6,358
H-index: 38
I10-index: 94
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