NETWORK INTRUSION DETECTION SYSTEMS USING SUPERVISED MACHINE LEARNING CLASSIFICATION AND DIMENSIONALITY REDUCTION TECHNIQUES: A SYSTEMATIC REVIEW

(Received: 21-Aug.-2021, Revised: 4-Nov.-2021 , Accepted: 14-Nov.-2021)

Zein Ashi,Laila Aburashed,Mahmoud Al-Qudah,Abdallah Qusef

#Network intrusion detection #Machine learning #Supervised learning #Dimensionality #Systematic review

Abstract

BRAIN-INSPIRED SPIKING NEURAL NETWORKS FOR WI-FI BASED HUMAN ACTIVITY RECOGNITION

(Received: 17-Aug.-2021, Revised: 12-Oct.-2021 , Accepted: 31-Oct.-2021)

Yee Leong Tan,Yan Chiew Wong,Syafeeza Ahmad Radzi

#Human activity recognition #Wi-Fi signals #Spiking neural network

Abstract

(Received: 16-Jul.-2021, Revised: 12-Sep.-2021 , Accepted: 27-Sep.-2021)

Ashu Kaushik,Seba Susan

#Face recognition #Metric learning #VGG-Face #Deep learning #Imbalanced learning #Extremely imbalanced dataset

Abstract

(Received: 3-Aug.-2021, Revised: 5-Sep.-2021 , Accepted: 12-Sep.-2021)

Marwin B. Alejo

#Deep learning #Neural networks #Transformers #Vision transformer #Data-efficient image transformers #Ear recognition

Abstract