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Nittaya Kerdprasop

สาขาวิชาวิศวกรรมคอมพิวเตอร์
อาคารวิชาการ 1 ชั้น 4 ห้อง CPE10
+66(0) 4422 4432

nittaya@sut.ac.th

0000-0003-0017-3334
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Nittaya Kerdprasop, Ph.D.

ดร.นิตยา เกิดประสพ

Associate Professor

รองศาสตราจารย์

Nittaya Kerdprasop is an associate professor and the head of Knowledge and Data Engineering Research Unit, School of Computer Engineering, Suranaree University of Technology (SUT), Thailand. She received her B.S. in radiation techniques from Mahidol University, Thailand, in 1985, M.S. in computer science from the Prince of Songkla University, Thailand, in 1991 and Ph.D. in computer science from Nova Southeastern University, U.S.A., in 1999.

Qualifications

  • 1999 Ph.D. in Computer Science, Nova Southeastern University, U.S.A.
  • 1990 M.Sc. in Computer Science, Prince of Songkla University, Thailand
  • 1985 B.Sc. in Radiation Technique, Mahidol University, Thailand

Career

  • 2005–present Associate Professor, Suranaree University of Technology, Thailand

Teaching

Academic Year 2024
Term 1

  • ENG23 4080 Computer Engineering Project (previously, 523480)
  • ENG23 3051 Formal Method and Computability (previously, 523351)
  • 523315 Machine Learning

Term 2

  • ENG23 1001 Computer Programming I (previously, 523101)
  • ENG23 4011 Artificial Intelligence in Applications (previously, 523411)
  • ENG23 3015 Machine Learning Fundamentals (previously, 523315)
  • ENG23 4080 Computer Engineering Project (previously, 523480)

Term 3

  • ENG23 2051 Programming Fundamentals (previously, 523251)
  • 523411 Artificial Intelligence in Applications
  • 523315 Machine Learning
  • ENG23 4080 Computer Engineering Project (previously, 523480)

Academic Year 2023
Term 1

  • ENG23 4080 Computer Engineering Project (previously, 523480)
  • 575585 Telecommunication and Computer Engineering Doctoral Seminar III
  • 575934 Research-Oriented Machine Learning

Term 2

  • ENG23 3015 Machine Learning Fundamentals (previously, 523315)
  • ENG23 4011 Artificial Intelligence in Applications (previously, 523411)
  • ENG23 4080 Computer Engineering Project (previously, 523480)
  • 575833 Advanced Deep Learning

Term 3

  • ENG23 2051 Programming Fundamentals (previously, 523251)
  • ENG23 4080 Computer Engineering Project (previously, 523480)

Interests

  • Data Mining
  • Machine Learning
  • Intelligent Systems
  • Computer technology

Publications

Research metrics
Source: OpenAlex · Updated 25 Oct 2026
Publications
142
51% free to read
Citations
1,190
756 in 2021–2025
h-index ih = จำนวนผลงานมากที่สุดที่แต่ละชิ้นถูกอ้างอิงอย่างน้อย h ครั้ง เช่น h-index 4 คือมี 4 ผลงานที่ถูกอ้างอิงอย่างน้อย 4 ครั้ง
15
 
i10-index iจำนวนผลงานที่ถูกอ้างอิงอย่างน้อย 10 ครั้ง
23
 
Citations per yearTimes this researcher's works were cited, by year
35 citations
2017
35 citations
2018
73 citations
2019
104 citations
2020
151 citations
2021
155 citations
2022
191 citations
2023
155 citations
2024
104 citations
2025
44 citations
2026 (to Oct)
Publications per yearWorks published, by year
9 publications
2017
8 publications
2018
13 publications
2019
10 publications
2020
5 publications
2021
2 publications
2022
5 publications
2023
2 publications
2024
2 publications
2025
0 publications
2026 (to Oct)
2026 is a partial year (to October). Figures from OpenAlex may differ from Google Scholar or Scopus.
View as table
YearCitationsPublications
2026*440
20251042
20241552
20231915
20221552
20211515
202010410
20197313
2018358
2017359

Showing 10 of 142 publications

  1. Forecasting CO2 Emissions in Industrial Sector Using Time Series and Machine Learning Modeling MethodsNittaya Kerdprasop, Kittisak Kerdprasop, Kacha Chansilp, et al.Book chapter Advances in transdisciplinary engineering · DOI ↗
  2. Multi-Output Classification for Predicting Stock Market Trend in the Electronic Sector of ThailandNittaya Kerdprasop, Kittisak Kerdprasop, Kacha Chansilp, et al.Book chapter Advances in transdisciplinary engineering · DOI ↗
  3. Machine Learning Model for Predicting Community Integrity Towards Solid Waste Management and Environmental CareFaridah Zulkipli, Nurul Husna Jamian, Suraya Masrom, … Nittaya Kerdprasop, et al.Conference International Conference on Artificial Intelligence and Data Sciences (AiDAS) · DOI ↗
  4. Truck Dumper Control System with Safety Unit Using Real-Time Deep LearningNittaya Kerdprasop, Apirak Worrakantapon, Paradee Chuaybamroong, Kittisak KerdprasopJournal article International Journal of Engineering and Technology · DOI ↗ · Full text
  5. Smoke Detection with Ensemble ModelingPongsakorn Teerarassamee, Ratiporn Chanklan, Kittisak Kerdprasop, Nittaya KerdprasopJournal article International Journal of Modeling and Optimization · DOI ↗ · Full text
  6. PM2.5 Forecasting Model based on Linear and Non-linear Hybrid AlgorithmAnupong Banjongkan, Nittaya Kerdprasop, Anusara Hirunyawanakul, Kittisak KerdprasopConference International Conference on Knowledge and Smart Technology · DOI ↗ · Cited by 2
  7. Deep Learning and Machine Learning Models to Predict Energy Consumption in Steel IndustryKittisak Kerdprasop, Nittaya Kerdprasop, Paradee ChuaybamroongJournal article International Journal of Machine Learning · DOI ↗ · Full text · Cited by 11
  8. Renewable Energy Forecasting with Hybrid Nonlinear Model (ANFIS): Case Study of Wind Speed in ThailandAnupong Banjongkan, Nittaya Kerdprasop, Kittisak KerdprasopJournal article International Journal of Smart Grid and Clean Energy · DOI ↗ · Full text
  9. Data Balancing and Aggregation Strategy to Predict Yield in Hard Disk Drive ManufacturingNittaya Kerdprasop, Anusara Hirunyawanakul, Paradee Chuaybamroong, Kittisak KerdprasopJournal article International Journal of Machine Learning · DOI ↗ · Full text
  10. Food Production Forecasting with Time Series and Ensemble Modeling MethodsKittisak Kerdprasop, Paradee Chuaybamroong, Nittaya KerdprasopConference Artificial Intelligence and Cloud Computing Conference (AICCC) · DOI ↗ · Full text · Cited by 2