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


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Columns for Software Engineering Practitioners and Articles for the General Public

  1. MINKU, L.L. . "Will AI ever understand human emotions?", The Conversation, January 2017. Also published by The Independent and Daily Mail.

  2. CARVER, J. C.; de ALMEIDA, E. S.; CAPILLA, R.; MINKU, L. L.; MUCCINI, H.; PENZENSTADLER, B. . "Product Lines, Energy Conservation, Use Cases, Agile Development, and Infotainment", IEEE Software, v. 33, n. 3, p. 29-31, May-June 2016, DOI 10.1109/MS.2016.74.

  3. CARVER, J. C.; CABOT, J.; MINKU, L. L.; TORCHIANO, M. . "Regression Testing, Spoken Language, Crash-Inducing Commits, and Legal Policy", IEEE Software, v. 33, n. 2, p. 26-28, March-April 2016, DOI 10.1109/MS.2016.37.

  4. CARVER, J. C.; YAMASHITA, A.; MINKU, L.; HABAYEB, M.; KOCAK, S. A. . "Software Quality, Energy Awareness, and More", IEEE Software, v. 32, n. 6, p. 98-100, November-December 2015, DOI 10.1109/MS.2015.127.


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.

  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.

  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.

  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.


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. 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.

  2. 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)