43 citations · 45 across the 5 of their papers we have counts for
5 papers
A -evaluation function for column permutation problems
Júnior R. Lima, Viníicius Gandra M. Santos, Marco Antonio M. Carvalho
In this study, a new -evaluation method is introduced for solving a column permutation problem defined on a sparse binary matrix with the consecutive ones property. This problem…
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection
Atefeh Mahdavi, Marco Carvalho
Machine learning-based techniques open up many opportunities and improvements to derive deeper and more practical insights from data that can help businesses make informed decision…
A Smart and Defensive Human-Machine Approach to Code Analysis
Fitzroy D. Nembhard, Marco M. Carvalho
Static analysis remains one of the most popular approaches for detecting and correcting poor or vulnerable program code. It involves the examination of code listings, test results,…
Proceedings of the 1st International Workshop on Adaptive Cyber Defense
Damian Marriott, Kimberly Ferguson-Walter, Sunny Fugate +1
The 1st International Workshop on Adaptive Cyber Defense was held as part of the 2021 International Joint Conference on Artificial Intelligence. This workshop was organized to shar…
A Survey on Open Set Recognition
Atefeh Mahdavi, Marco Carvalho
Open Set Recognition (OSR) is about dealing with unknown situations that were not learned by the models during training. In this paper, we provide a survey of existing works about…