M
Mirko Perkusich
Researcher at Federal University of Campina Grande
Publications - 72
Citations - 610
Mirko Perkusich is an academic researcher from Federal University of Campina Grande. The author has contributed to research in topics: Agile software development & Computer science. The author has an hindex of 12, co-authored 53 publications receiving 418 citations.
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Journal ArticleDOI
A procedure to detect problems of processes in software development projects using Bayesian networks
TL;DR: A procedure to detect problems of processes in software development projects using Bayesian networks is presented and successfully applied to Scrum-basedSoftware development projects.
Journal ArticleDOI
Early diagnosis of gastrointestinal cancer by using case-based and rule-based reasoning
Renata M. Saraiva,Mirko Perkusich,Lenardo Chaves e Silva,Hyggo Almeida,Clauirton Siebra,Angelo Perkusich +5 more
TL;DR: The results indicate that the approach should be used by general practitioners whenever there is a suspicion that a patient has this type of cancer, and improved diagnosis accuracy compared to a CBR approach not using RBR in retrieval.
Journal ArticleDOI
A Smart Trust Management Method to Detect On-Off Attacks in the Internet of Things
TL;DR: A smart trust management method, based on machine learning and an elastic slide window technique that automatically assesses the IoT resource trust, evaluating service provider attributes, was able to identify On-Off attackers and fault nodes with a precision up to 96% and low time consumption.
Journal ArticleDOI
Intelligent software engineering in the context of agile software development: A systematic literature review
Mirko Perkusich,Lenardo Chaves e Silva,Antonio Alexandre Moura Costa,Felipe Barbosa Araújo Ramos,Renata M. Saraiva,Arthur Silva Freire,Ednaldo Dilorenzo,Emanuel Dantas,Danilo F. S. Santos,Kyller Costa Gorgônio,Hyggo Almeida,Angelo Perkusich +11 more
TL;DR: Overall, although the topic area is up-and-coming, for many areas of application, it is still in its infancy, so there is a need for more empirical studies, and there are a plethora of new opportunities for researchers.
Journal ArticleDOI
A Model-Based Approach to Support Validation of Medical Cyber-Physical Systems.
TL;DR: A model-based approach for early validation of MCPS, focusing on promoting reusability and productivity, is proposed, which enables system developers to build MCPS formal models based on a library of patient and medical device models, and simulate the MCPS to identify undesirable behaviors at design time.