รศ.ดร. นฤมล วัฒนพงศกร
อีเมล: naruemon.wat@kmutt.ac.th โทรศัพท์: 024709089 |
สังกัดองค์กร
กลุ่มสาขาการวิจัยเชิงกลยุทธ์
ผลงานตีพิมพ์
- ● Classifying network attack types with machine learning approach; Wattanapongsakorn N., Sangkatsanee P., Srakaew S., et al.; 2011; Conference proceedings article
- ● Fuzzy-ART in network anomaly detection with feature-reduction dataset; Ngamwitthayanon N., Wattanapongsakorn N.; 2011; Conference proceedings article
- ● Multi-objective traffic grooming for survivable network design; Leesutthipornchai P., Wattanapongsakorn N., Charnsripinyo C.; 2011; Conference proceedings article
- ● Multiple objective system reliability post-Pareto optimality using self organizing trees; Aguirre O., Taboada H., Coit D., et al.; 2011; Conference proceedings article
- ● Practical real-time intrusion detection using machine learning approaches; Sangkatsanee P., Wattanapongsakorn N., Charnsripinyo C.; 2011; บทความในวารสาร
- ● System reliability optimization with constraint k-out-of-n redundancies; Sooktip T., Wattanapongsakorn N., Coit D.W.; 2011; Conference proceedings article
- ● System reliability optimization with k-out-of-n subsystems and changing k; Sooktip T., Wattanapongsakorn N., Coit D.W.; 2011; Conference proceedings article
- ● A Modified Edge Removal Stiener Tree Heuristic for Global Routing in VLSI Design; Terapasirdsin, A.;Rotach, W.F.;Wattanapongsakorn, et al.; 2010; บทความในวารสาร
- ● A new approach for internet worm detection and classification; Sarnsuwan N., Charnsripinyo C., Wattanapongsakorn N.; 2010; Conference proceedings article
- ● Considering behavior of sender in spam mail detection; Naksomboon S., Charnsripinyo C., Wattanapongsakorn N.; 2010; Conference proceedings article
- ● Crosstalk minimization in VLSI design using signal transition avoidance; Terapasirdsin A., Wattanapongsakorn N.; 2010; Conference proceedings article
- ● Heuristic approaches to the multi-objective network design and optimization for wireless data networks; Prommak C., Wattanapongsakorn N.; 2010; Conference proceedings article
- ● Multi-objective traffic grooming in WDM network using NSGA-II approach; Leesutthipornchai P., Charnsripinyo C., Wattanapongsakorn N.; 2010; Conference proceedings article
- ● Path level traffic grooming strategies for multi-objective design in WDM networks; Leesutthipornchai P., Charnsripinyo C., Wattanapongsakorn N.; 2010; Conference proceedings article
- ● Solving multi-objective routing and wavelength assignment in WDM network using hybrid evolutionary computation approach; Leesutthipornchai P., Charnsripinyo C., Wattanapongsakorn N.; 2010; บทความในวารสาร
- ● Investigation of fuzzy adaptive resonance theory in network anomaly intrusion detection; Ngamwitthayanon N., Wattanapongsakorn N., Coit D.W.; 2009; Conference proceedings article
- ● Multi-objective design for routing wavelength assignment in WDM networks; Leesutthipornchai P., Wattanapongsakorn N., Charnsripinyo C.; 2009; Conference proceedings article
- ● Multi-objective routing wavelength assignment in WDM network using SPEA2 approach; Leesutthipornchai P., Wattanapongsakorn N., Charnsripinyo C.; 2009; Conference proceedings article
- ● Network intrusion detection and classification with decision tree and rule based approaches; Komviriyavut T., Sangkatsanee P., Wattanapongsakorn N., et al.; 2009; Conference proceedings article
- ● Cellular wireless network design with reliability consideration; Leesutthipornchai P., Wattanapongsakorn N., Charnsripinyo C.; 2008; Conference proceedings article
ข้อมูลความเชี่ยวชาญ
- Artificial Intelligence
- Data Analytics
- Machine Learning
- Optimization Design
- Reliability Engineering