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Publications of "Leandro L. Minku" ( http://dblp.L3S.de/Authors/Leandro_L._Minku )

URL (Homepage):  http://www.cs.bham.ac.uk/~minkull/  Author page on DBLP  Author page in RDF  Community of Leandro L. Minku in ASPL-2

Publication years (Num. hits)
2010-2013 (17) 2014-2015 (18) 2016 (15) 2017-2018 (21) 2019 (10)
Publication types (Num. hits)
article(39) incollection(4) inproceedings(35) proceedings(3)
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Results
Found 82 publication records. Showing 81 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Leandro L. Minku A novel online supervised hyperparameter tuning procedure applied to cross-company software effort estimation. Search on Bibsonomy Empirical Software Engineering The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Nitesh V. Chawla, Xin Yao 0001 Learning in the presence of class imbalance and concept drift. Search on Bibsonomy Neurocomputing The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Nitesh V. Chawla, Xin Yao 0001 Learning from data streams and class imbalance. Search on Bibsonomy Connect. Sci. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Honghui Du, Leandro L. Minku, Huiyu Zhou 0001 Multi-Source Transfer Learning for Non-Stationary Environments. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jeffrey C. Carver, Leandro L. Minku Highlights from ICSE 2019: Software Security and Mobile App Energy Consumption. Search on Bibsonomy IEEE Software The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Liyan Song, Leandro L. Minku, Xin Yao 0001 Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling. Search on Bibsonomy ACM Trans. Softw. Eng. Methodol. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Honghui Du, Leandro L. Minku, Huiyu Zhou 0001 Multi-Source Transfer Learning for Non-Stationary Environments. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Gustavo H. F. M. Oliveira, Leandro L. Minku, Adriano L. I. Oliveira GMM-VRD: A Gaussian Mixture Model for Dealing With Virtual and Real Concept Drifts. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1George G. Cabral, Leandro L. Minku, Emad Shihab, Suhaib Mujahid Class imbalance evolution and verification latency in just-in-time software defect prediction. Search on Bibsonomy ICSE The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Foutse Khomh, Jean Petric (eds.) Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering, PROMISE 2019, Recife, Brazil, September 18, 2019. Search on Bibsonomy PROMISE The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiao-Ning Shen, Leandro L. Minku, Naresh Marturi, Yi-Nan Guo, Ying Han A Q-learning-based memetic algorithm for multi-objective dynamic software project scheduling. Search on Bibsonomy Inf. Sci. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu 0002, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner 0007, Zhe Yu Data-Driven Search-based Software Engineering. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amritanshu Agrawal, Tim Menzies, Leandro L. Minku, Markus Wagner 0007, Zhe Yu Better Software Analytics via "DUO": Data Mining Algorithms Using/Used-by Optimizers. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Faimison Rodrigues Porto, Leandro L. Minku, Emilia Mendes, Adenilso Simão A Systematic Study of Cross-Project Defect Prediction With Meta-Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jeffrey C. Carver, Eduardo Santana de Almeida, Rafael Capilla, Leandro L. Minku, Marco Torchiano, Alejandro Valdezate Empirical Software Engineering, Predictive Models, and Product Lines. Search on Bibsonomy IEEE Software The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Ayse Basar Bener, Burak Turhan Guest editorial: special issue on predictive models for software quality. Search on Bibsonomy Software Quality Journal The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Xin Yao 0001 A Systematic Study of Online Class Imbalance Learning With Concept Drift. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Liyan Song, Leandro L. Minku, Xin Yao 0001 A novel automated approach for software effort estimation based on data augmentation. Search on Bibsonomy ESEC/SIGSOFT FSE The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Bello Shehu Bello, Reiko Heckel, Leandro L. Minku Reverse Engineering the Behaviour of Twitter Bots. Search on Bibsonomy SNAMS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Neil Walkinshaw, Leandro L. Minku Are 20% of files responsible for 80% of defects? Search on Bibsonomy ESEM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Chun Wai Chiu, Leandro L. Minku Diversity-Based Pool of Models for Dealing with Recurring Concepts. Search on Bibsonomy IJCNN The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu 0002, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner 0007, Zhe Yu Data-driven search-based software engineering. Search on Bibsonomy MSR The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 Which models of the past are relevant to the present? A software effort estimation approach to exploiting useful past models. Search on Bibsonomy Autom. Softw. Eng. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Nitesh V. Chawla, Xin Yao 0001 Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17). Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Xin Yao 0001 A Systematic Study of Online Class Imbalance Learning with Concept Drift. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Mohammad Azzeh, Ali Bou Nassif, Leandro L. Minku An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jeffrey C. Carver, Leandro L. Minku, Birgit Penzenstadler Requirements, Human Values, and the Development Technology Landscape. Search on Bibsonomy IEEE Software The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Bartosz Krawczyk, Leandro L. Minku, João Gama, Jerzy Stefanowski, Michal Wozniak 0001 Ensemble learning for data stream analysis: A survey. Search on Bibsonomy Information Fusion The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Gustavo H. F. M. Oliveira, Rodolfo C. Cavalcante, George G. Cabral, Leandro L. Minku, Adriano L. I. Oliveira Time Series Forecasting in the Presence of Concept Drift: A PSO-based Approach. Search on Bibsonomy ICTAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Siqing Hou Clustering Dycom: An Online Cross-Company Software Effort Estimation Study. Search on Bibsonomy PROMISE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Hennie Huijgens, Arie van Deursen, Leandro L. Minku, Chris Lokan Effort and Cost in Software Engineering: A Comparison of Two Industrial Data Sets. Search on Bibsonomy EASE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiao-Ning Shen, Leandro L. Minku, Rami Bahsoon, Xin Yao 0001 Dynamic Software Project Scheduling through a Proactive-Rescheduling Method. Search on Bibsonomy IEEE Trans. Software Eng. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Yu Sun 0019, Ke Tang, Leandro L. Minku, Shuo Wang 0005, Xin Yao 0001 Online Ensemble Learning of Data Streams with Gradually Evolved Classes. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Emilia Mendes, Burak Turhan Data mining for software engineering and humans in the loop. Search on Bibsonomy Progress in AI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Pietro A. Consoli, Yi Mei, Leandro L. Minku, Xin Yao 0001 Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis. Search on Bibsonomy Soft Comput. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jeffrey C. Carver, Jordi Cabot, Leandro L. Minku, Marco Torchiano Regression Testing, Spoken Language, Crash-Inducing Commits, UML, and Legal Policy. Search on Bibsonomy IEEE Software The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jeffrey C. Carver, Eduardo Santana de Almeida, Rafael Capilla, Leandro L. Minku, Henry Muccini, Birgit Penzenstadler Product Lines, Energy Conservation, Use Cases, Agile Development, and Infotainment. Search on Bibsonomy IEEE Software The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Lukas Esterle, Georg Nebehay, Renzhi Chen Knowledge Representation and Modelling: Structures and Trade-Offs. Search on Bibsonomy Self-aware Computing Systems The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Georg Nebehay, Lukas Esterle, Kristian Nymoen, Leandro L. Minku Common Techniques for Self-awareness and Self-expression. Search on Bibsonomy Self-aware Computing Systems The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku The wisdom of the crowds in predictive modeling for software engineering. Search on Bibsonomy Perspectives on Data Science for Software Engineering The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku Which machine learning method do you need? Search on Bibsonomy Perspectives on Data Science for Software Engineering The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xiuli Wu, Pietro A. Consoli, Leandro L. Minku, Gabriela Ochoa, Xin Yao 0001 An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem. Search on Bibsonomy PPSN The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Dalia Sobhy, Rami Bahsoon, Leandro L. Minku, Rick Kazman Diversifying Software Architecture for Sustainability: A Value-Based Perspective. Search on Bibsonomy ECSA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Rodolfo C. Cavalcante, Leandro L. Minku, Adriano L. I. Oliveira FEDD: Feature Extraction for Explicit Concept Drift Detection in time series. Search on Bibsonomy IJCNN The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku On the Terms Within- and Cross-Company in Software Effort Estimation. Search on Bibsonomy PROMISE The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Xin Yao 0001 Dealing with Multiple Classes in Online Class Imbalance Learning. Search on Bibsonomy IJCAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Xin Yao 0001 Resampling-Based Ensemble Methods for Online Class Imbalance Learning. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Jeffrey C. Carver, Aiko Yamashita, Leandro L. Minku, Mayy Habayeb, Sedef Akinli Koçak Software Quality, Energy Awareness, and More. Search on Bibsonomy IEEE Software The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mohammad Azzeh, Ali Bou Nassif, Leandro L. Minku An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation. Search on Bibsonomy Journal of Systems and Software The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Xin Du, Youcong Ni, Peng Ye, Xin Yao 0001, Leandro L. Minku, Ruliang Xiao An evolutionary algorithm for performance optimization at software architecture level. Search on Bibsonomy CEC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Federica Sarro, Emilia Mendes, Filomena Ferrucci How to Make Best Use of Cross-Company Data for Web Effort Estimation? Search on Bibsonomy ESEM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Burak Turhan, Ayse Basar Bener, Rachel Harrison, Andriy V. Miranskyy, Çetin Meriçli, Leandro L. Minku 4th International Workshop on Realizing AI Synergies in Software Engineering (RAISE 2015). Search on Bibsonomy ICSE (2) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Tim Menzies, Leandro L. Minku, Fayola Peters The Art and Science of Analyzing Software Data; Quantitative Methods. Search on Bibsonomy ICSE (2) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Ayse Bener, Leandro L. Minku, Burak Turhan (eds.) Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering, PROMISE 2015, Beijing, China, October 21, 2015 Search on Bibsonomy PROMISE The full citation details ... 2015 DBLP  BibTeX  RDF
1Hong Mei, Frank Neumann 0001, Xin Yao 0001, Leandro L. Minku Computational Intelligence for Software Engineering (NII Shonan Meeting 2014-13). Search on Bibsonomy NII Shonan Meet. Rep. The full citation details ... 2014 DBLP  BibTeX  RDF
1Leandro L. Minku, Dirk Sudholt, Xin Yao 0001 Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis. Search on Bibsonomy IEEE Trans. Software Eng. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Tao Chen 0001, Funmilade Faniyi, Rami Bahsoon, Peter R. Lewis, Xin Yao 0001, Leandro L. Minku, Lukas Esterle The Handbook of Engineering Self-Aware and Self-Expressive Systems. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Pietro A. Consoli, Leandro L. Minku, Xin Yao 0001 Dynamic Selection of Evolutionary Algorithm Operators Based on Online Learning and Fitness Landscape Metrics. Search on Bibsonomy SEAL The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Mark Harman, Syed S. Islam, Yue Jia 0001, Leandro L. Minku, Federica Sarro, Komsan Srivisut Less is More: Temporal Fault Predictive Performance over Multiple Hadoop Releases. Search on Bibsonomy SSBSE The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Xin Yao 0001 A multi-objective ensemble method for online class imbalance learning. Search on Bibsonomy IJCNN The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 How to make best use of cross-company data in software effort estimation? Search on Bibsonomy ICSE The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Burak Turhan, Ayse Basar Bener, Çetin Meriçli, Andriy V. Miranskyy, Leandro L. Minku (eds.) 3rd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2014, Hyderabad, India, June 3, 2014 Search on Bibsonomy RAISE The full citation details ... 2014 DBLP  BibTeX  RDF
1Liyan Song, Leandro L. Minku, Xin Yao 0001 The potential benefit of relevance vector machine to software effort estimation. Search on Bibsonomy PROMISE The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1I. Made Murwantara, Behzad Bordbar, Leandro L. Minku Measuring Energy Consumption for Web Service Product Configuration. Search on Bibsonomy iiWAS The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Yang Li 0007, Changjun Hu, Leandro L. Minku, Haolei Zuo Learning aesthetic judgements in evolutionary art systems. Search on Bibsonomy Genetic Programming and Evolvable Machines The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 Software effort estimation as a multiobjective learning problem. Search on Bibsonomy ACM Trans. Softw. Eng. Methodol. The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 Ensembles and locality: Insight on improving software effort estimation. Search on Bibsonomy Information & Software Technology The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Xin Yao 0001 Online Class Imbalance Learning and its Applications in Fault Detection. Search on Bibsonomy International Journal of Computational Intelligence and Applications The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Xin Yao 0001 A learning framework for online class imbalance learning. Search on Bibsonomy CIEL The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Shuo Wang 0005, Leandro L. Minku, Davide Ghezzi, Daniele Caltabiano, Peter Tiño, Xin Yao 0001 Concept drift detection for online class imbalance learning. Search on Bibsonomy IJCNN The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Tim Menzies, Ekrem Kocaguneli, Fayola Peters, Burak Turhan, Leandro L. Minku Data science for software engineering. Search on Bibsonomy ICSE The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Liyan Song, Leandro L. Minku, Xin Yao 0001 The impact of parameter tuning on software effort estimation using learning machines. Search on Bibsonomy PROMISE The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 An analysis of multi-objective evolutionary algorithms for training ensemble models based on different performance measures in software effort estimation. Search on Bibsonomy PROMISE The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 DDD: A New Ensemble Approach for Dealing with Concept Drift. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Indre Zliobaite, Albert Bifet, Mohamed Medhat Gaber, Bogdan Gabrys, João Gama, Leandro L. Minku, Katarzyna Musial Next challenges for adaptive learning systems. Search on Bibsonomy SIGKDD Explorations The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Dirk Sudholt, Xin Yao 0001 Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design. Search on Bibsonomy GECCO The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 Using unreliable data for creating more reliable online learners. Search on Bibsonomy IJCNN The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 Can cross-company data improve performance in software effort estimation? Search on Bibsonomy PROMISE The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Xin Yao 0001 A principled evaluation of ensembles of learning machines for software effort estimation. Search on Bibsonomy PROMISE The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Leandro L. Minku, Allan P. White, Xin Yao 0001 The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2010 DBLP  DOI  BibTeX  RDF diversity, online learning, Concept drift, neural network ensembles
1Cleber Zanchettin, Leandro L. Minku, Teresa Bernarda Ludermir Design of Experiments in Neuro-Fuzzy Systems. Search on Bibsonomy International Journal of Computational Intelligence and Applications The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
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