N
Nazrul Hoque
Researcher at Tezpur University
Publications - 23
Citations - 1127
Nazrul Hoque is an academic researcher from Tezpur University. The author has contributed to research in topics: Feature selection & Application layer DDoS attack. The author has an hindex of 12, co-authored 21 publications receiving 853 citations. Previous affiliations of Nazrul Hoque include Manipur University & Kaziranga University.
Papers
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MIFS-ND: A mutual information-based feature selection method
TL;DR: A greedy feature selection method using mutual information that combines both feature–feature mutual information and feature–class mutual information to find an optimal subset of features to minimize redundancy and to maximize relevance among features is introduced.
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Botnet in DDoS Attacks: Trends and Challenges
TL;DR: This survey presents a comprehensive overview of DDoS attacks, their causes, types with a taxonomy, and technical details of various attack launching tools.
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Network attacks
TL;DR: This survey provides a taxonomy of attack tools in a consistent way for the benefit of network security researchers and discusses pros and cons of such tools and systems for better understanding of their capabilities.
Posted Content
Big Data Analytics in Bioinformatics: A Machine Learning Perspective.
TL;DR: The issues and challenges posed by several big data problems in bioinformatics are addressed, and an overview of the state of the art and the future research opportunities are given.
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EFS-MI: an ensemble feature selection method for classification
TL;DR: This paper provides an ensemble feature selection method using feature–class and feature-feature mutual information to select an optimal subset of features by combining multiple subsets of features.