Leandro L. Minku's Books, Book Chapters, Tutorials, Reports and Abstracts


Copyright: The copyright of the papers below is owned by the respective publishers.  Personal use of the electronic versions here provided is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the publishers.

Books

  1. MENZIES, T.; KOCAGUNELI, E; MINKU, L.; PETERS, F.; TURHAN, B. . "Sharing Data and Models in Software Engineering", Morgan Kaufmann, 2014.


Book Chapters

  1. MINKU, L.; ESTERLE, L.; NEBEHAY, G.; CHEN, R. "Knowledge Representation and Modelling: Structures and Trade-offs", in Self-aware Computing Systems: An Engineering Approach, LEWIS, P.; PLATZNER, M.; RINNER, B.; TORRESEN, J.; YAO, X. (Eds.), Springer, 2016. Chapter also available here.

  2. WANG, S.; NEBEHAY, G.; ESTERLE, L.; NYMOEN, K.; MINKU, L. "Common Techniques for Self-Awareness and Self-Expression", in Self-aware Computing Systems: An Engineering Approach, LEWIS, P.; PLATZNER, M.; RINNER, B.; TORRESEN, J.; YAO, X. (Eds.), Springer, 2016. Chapter also available here.

  3. MINKU, L. "The wisdom of the crowds in predictive modeling for software engineering", in Perspectives on Data Science for Software Engineering, MENZIES, T.; WILIAMS, L; ZIMMERMANN, T. (Eds.), Morgan Kaufmann, 2016. Chapter also available here (requires to register at LRA).

  4. MINKU, L. "Which data mining method do you need?", in Perspectives on Data Science for Software Engineering, MENZIES, T.; WILIAMS, L; ZIMMERMANN, T. (Eds.), Morgan Kaufmann, 2016. Chapter also available here (requires to register at LRA).


Tutorials

  1. MINKU, L.; PETERS, F. . "The Art and Science of Analyzing Software Data", In ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE'2015), Bergamo, Italy, August 2015. Slides of tutorial here.

  2. MINKU, L. . "Online Ensemble Approaches for Data Stream Mining". In: Summer Training Workshop Big Data meets Machine Learning, Wroclaw, Poland, May 2015. Slides of tutorial here.
  3. MENZIES, T.; MINKU, L.; PETERS, F. . "The Art and Science of Analyzing Software Data", In: International Conference on Software Engineering (ICSE'2015), Florence, May 2015.

  4. MENZIES, T.; BIRD, C.; ZIMMERMANN, T.; MINKU, L.; TURHAN, B. . "The Art and Science of Analyzing Software Data", In: International Conference on Software Engineering (ICSE'2014), Hyderabad, India, May 2014.

  5. MENZIES, T.; KOCAGUNELI, E.; PETERS, F.; TURHAN, B.; MINKU, L.L. . "Data Science for Software Engineering", In: International Conference on Software Engineering (ICSE'2013), San Francisco, May 2013.


Reports

  1. WANG, S.; MINKU, L.; YAO, X. . "A Systematic Study of Online Class Imbalance Learning with Concept Drift", (currently under review, and published at arXiv.

  2. MEI, H.; MINKU, L.L.; NEUMANN, F.; YAO, X.. "Computational Intelligence for Software Engineering", NII Shonan Meeting Report No. 2014-13, National Institute of Informatics, Tokyo, October 2014, ISSN 2186-7437.

  3. CHEN, T.; FANIYI, F.; BAHSOON, R.; LEWIS, P.R., YAO. X., MINKU, L.L.; ESTERLE, L. The Handbook of Engineering Self-Aware and Self-Expressive Systems, arXiv, August 2014. Report available here.


Abstracts

  1. SWAN, J.; ADRIAENSEN, S.; BISHR, M.; BURKE, E.; CLARK, J.; DE CAUSMAECKER, P.; DURILLO, J.; HAMMOND, K.; HART, E.; JOHNSON, C.; KOCSIS, Z.; KOVITZ, B.; KRAWIEC, K.; MARTIN, S.; MERELO, J.; MINKU, L.; OZCAN, E.; PAPPA, G.; PESCH, E.; GARCIA-SANCHEZ, P.; SCHAERF, A.; SIM, K. SMITH, J.; STUTZLE, T.; VOSS, S.; WAGNER, S.; YAO, X.. "A Research Agenda for Metaheuristic Standardization.", Proceedings of the Eleventh Metaheuristics International Conference, Agadir, Morocco, 2015.
  2. MINKU, L.L.. "Software Effort Estimation Models -- Past, Present and Future", In: Dagstuhl Reports, Dagstuhl Seminar 14261 on Software Development Analytics, 2014.

  3. GOUSIOS, G.; MINKU, L.L.; NAGAPPAN, M.; SPINELLIS, D.. "Open Problems and Challenges in Software Analytics", In: Dagstuhl Reports, Dagstuhl Seminar 14261 on Software Development Analytics, 2014.

  4. MINKU, L.; VERGILIO, S. R.. "Utilizando Evolucao para Estabelecer Estrategias de Teste.", In: X Evento de Iniciacao Cientifica da UFPR (EVINCI'2002). Anais do X EVINCI, v. 1, p. 5-5, Curitiba, Parana, Brazil: Editora da UFPR, 2002. (in Portuguese)