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Siriporn Chimphlee

Observed names: S. Chimphlee, Siriporn Chimphlee -
Observed institution: Suan Dusit University
ORCID: 0000-0001-9030-6385
Observed ORCID: 0000-0001-9030-6385
OpenAlex ID: A5017397473
Anomaly-Based Intrusion Detection using Fuzzy Rough Clustering
2006 · W. Chimphlee, A.H. Abdullah, et al. · International Conference on Hybrid Information Technology (ICHIT) · 88
Machine learning to improve the performance of anomaly-based network intrusion detection in big data
2023 · Siriporn Chimphlee, Witcha Chimphlee · Indonesian Journal of Electrical Engineering and Computer Science · 32
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Hyperparameters optimization XGBoost for network intrusion detection using CSE-CIC-IDS 2018 dataset
2023 · Witcha Chimphlee, Siriporn Chimphlee · IAES International Journal of Artificial Intelligence · 26
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Unsupervised Clustering Methods For Identifying Rare Events In Anomaly Detection
2007 · Witcha Chimphlee, Abdullah, Abdul Hanan, et al. · 25
A Rough-Fuzzy Hybrid Algorithm for Computer Intrusion Detection.
2007 · Witcha Chimphlee, Abdul Hanan Abdullah, et al. · 20
Integrating Genetic Algorithms and Fuzzy c-Means for Anomaly Detection
2006 · W. Chimphlee, A.H. Abdullah, et al. · IEEE India Conference · 14
Rough Sets Clustering and Markov model for Web Access Prediction
2006 · Siriporn Chimphlee, Naomie Salim, et al. · 12
Hybrid Web Page Prediction Model for Predicting a User ’s Next Access
2010 · S. Chimphlee, N. Salim, et al. · Information Technology Journal · 8
Independent Component Analysis and Rough Fuzzy based Approach to Web Usage Mining
2006 · Siriporn Chimphlee, Naomie Salim, et al. · 7
Forecasting Carbon Dioxide Emission in Thailand Using Machine Learning Techniques
2023 · Siriporn Chimphlee, Witcha Chimphlee · Indonesian Journal of Electrical Engineering and Informatics (IJEEI) · 6
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Intrusion Detection System(IDS) Development Using Tree-Based Machine Learning Algorithms
2023 · Witcha Chimphlee, Siriporn Chimphlee · International journal of Computer Networks & Communications · 6
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Using Association Rules and Markov Model for Predit Next Access on Web Usage Mining
2007 · Siriporn Chimphlee, Naomie Salim, et al. · Springer eBooks · 5
Using Hybrid Markov Model for Web Access Prediction
2007 · Siriporn Chimphlee, Witcha Chimphlee, et al. · Information Technology Journal · 3
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Anomaly Network Intrusion Detection Method in Network Security Based on Principle Component Analysis
2006 · Witcha Chimphlee, Mohd. Noor Md. Sap, et al. · 2
Anomaly detection of intrusion based on integration of rough sets and fuzzy c-means
2005 · Witcha Chimphlee, Mohd. Noor Md. Sap, et al. · 2
Deep-Learning-Driven Spatiotemporal Modeling of Domestic Tourism Dynamics in Thailand
2026 · Theera Sathuphan, Witcha Chimphlee, et al. · Sustainability · 1
Predicting next page access by Markov models and association rules on web log data
2006 · Siriporn Chimphlee, Naomie Salim, et al. · 1
Effective Sequence Representation in Predicting Web Page Accessibility
2013 · Thanakorn Pamutha -, Siriporn Chimphlee -, et al. · INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences
Anomaly Intrusion Detection Systems Based on Evolutionary Computing.
2007 · Surat Srinoy, Siriporn Chimphlee, et al. · International MultiConference of Engineers and Computer Scientists
Mining user access patterns for web pages prediction
2007 · Mohd. Salihin Ngadiman, Naomie Salim, et al.
A fusion of ICA and SVM for detection computer attacks
2006 · Surat Srinoy, Witcha Chimphlee, et al.
Mining usage web log via independent component analysis and rough fuzzy
2006 · Siriporn Chimphlee, Naomie Salim, et al. · International Conference on Artificial Intelligence
An Improving Fuzzy Ant Clustering Using Artificial Immune Recognition System .
2006 · Werasak Kurutach, Surat Srinoy, et al. · International MultiConference of Engineers and Computer Scientists
Using Markov Model and Association Rules for Web Access Prediction
2006 · Siriporn Chimphlee, Naomie Salim, et al.
Hybrid Model for Computer Intrusion Detection
2005 · Witcha Chimphlee, Mohd. Noor Md. Sap, et al.
Works count: 29
Citation count: 258
H-index: 8
I10-index: 7
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