The International Arab Journal of Information Technology (IAJIT)

KG4RSV: Towards Knowledge Graph -driven Specification and Validation of ML Dataset Quality Requirements: Case Study on e -ICU dataset

Ziad NASRI,Samir SELLAMI,Chabane DJEDDI,Taoufiq DKAKI,Nacereddine ZAROUR,Pierre-Jean Charrel

#Artificial intelligence #AI/ML -dataset #dataset quality requirements #requirements specification and validation #knowledge graphs #requirements engineering

Hybrid FuzzyPCA-VGG16 Framework for Classifying Pox Virus Images

K.P. Haripriya,H. Hannah Inbarani

#Classification #VGG-16 #PCA #fuzzy membership function #CNN #resnet50 #data augmentation

FD Technology for HSs based on Deep Convolutional Generative Adversarial Networks

Jun Wang,Yuanxi Wang

#CNN #GAN #hydrogen gas #sensors #fault #pattern recognition

A Bi-Level Text Classification Approach for SMS Spam Filtering and Identifying Priority Messages

Naresh Kumar Nagwani

#SMS spam #priority sms #important sms #sms spam filtering #bi-level binary classification

Improved Intrusion Detection Algorithm based on TLBO and GA Algorithms

Mohammad Aljanabi,MohdArfian Ismail

#TLBO #feature subset selection #NTLBO #IDS #FSS

Multi-Lingual Language Variety Identification using Conventional Deep Learning and Transfer

Learning Approaches, Muhammad Adnan Ashraf, Qiao Ya-nan

#Language variety identification # deep learning # transfer learning # binary classification

An Efficient Intrusion Detection Framework Based on Embedding Feature Selection and Ensemble Learning Technique

Fawaz Mokbal,Wang Dan,Musa Osman,Yang Ping,Saeed Alsamhi

#Network security #intrusion detection #ensemble learning #xgboost algorithm #features selection

CTL Model Checking Based on Binary Classification of Machine Learning

Weijun Zhu,Huanmei Wu

#Model checking #computational tree logic #machine learning #binary classification

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