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Preecha Somwang1, 2 and Woraphon Lilakiatsakun2 1Office of Academic Resources and Information Techno logy, Rajamangala University

An Innovative Two-Stage Fuzzy kNN-DST

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Rule Schema Multi-Level for Local Patterns Analysis: Application in Production Field

Abstract: Recently, Multi-Database Mining (MDBM) for association rules has been recognized as an important and timely

#Schema # association rules # exceptional rules # global rules # ontology

Intelligent Human Resource Information System (i- HRIS): A Holistic Decision Support Framework for

1Department of Administrative Studies and Politics, University of Malaya, Malaysia 2Department of Applied Statistics, University of Malaya, Malaysia 3Department of Educational Management, Planning and Policy, University of Malaya, Malaysia

#HRIS # KDD # DSS # framework

Intrusion Detection System using Fuzzy Rough Set Feature Selection and Modified KNN Classifier

Balakrishnan Senthilnayaki1, Krishnan Venkatalakshmi2, and Arpputharaj Kannan1 1Department of Information Science and Technology, College of Engineering, Anna University, Chennai 2Departemnt of Electronics and Communication Engineering, University College of Engineering

#Rough set # fuzzy set # feature selection # classifications and intrusion detection

Intrusion Detection Model Using Naive Bayes and Deep Learning Technique

Mohammed Tabash, Mohamed Abd Allah, and Bella Tawfik

#Classification # intrusion detection # deep learning # NSL-KDD # genetic algorithm # naïve bayes

Improved Intrusion Detection Algorithm based on TLBO and GA Algorithms

Mohammad Aljanabi,MohdArfian Ismail

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

Ensemble Voting based Intrusion Detection Technique using Negative Selection Algorithm

Kuldeep Singh,Lakhwinder Kaur,Raman Maini

#Artificial immune system #security #negative selection algorithm #anomaly detection

A Lightweight Hybrid Intrusion Detection Framework using Machine Learning for Edge-

Based IIoT Security, Mourade Azrour, Said Benkirane, Mouaad Mohy-Eddine, Hanaa Attou, Maryam Douiba

#IoT security # edge-based IIoT # intrusion detection # ML # K-NN # PCA

Stacknet Based Decision Fusion Classifier for Network Intrusion Detection

Isaac Kofi Nti,Owusu Narko-Boateng,Adebayo Felix Adekoya,Arjun Remadevi Somanathan

#Network intrusion detection #stacknet #ensemble learning classifier

Analyzing the Behavior of Multiple Dimensionality Reduction Algorithms to Obtain Better Accuracy using Benchmark KDD CUP Dataset

Suriya Prakash Jambunathan,Suguna Ramadass,Palanivel Rajan Selva kumaran

#Intrusion attacks #network #features #accuracy