Lecturers

Asst.Prof.Dr. Chakarida Nukoolkit
ผศ. ดร. ชาคริดา นุกูลกิจ

Present Position :

  • Associate Chairperson of B.Sc. Program in Computer Science


King Mongkut's University of Technology Thonburi.


Email : chakarida@sit.kmutt.ac.th
Tel : 0-2470-9894
Academic Background
  • Ph.D. (Computer Science)
    2001, University of Alabama, USA.
  • M.Sc. (Computer Science)
    1995, Vanderbilt University, USA.
  • B.Sc. (Computer Science)
    1992, Thammasat Univerisity, Bangkok, Thailand.

Title of Ph.D. Thesis
  • 2001, Knowledge Discovery in Databases with Categorical Data

Teaching Experience
  • Artificial Intelligence
  • C Programming
  • Data Mining
  • Electronic Business Information Systems
  • Foundations of computer science
  • Knowledge Management
  • Management Information Systems
  • Programming languages
  • Software engineering
  • Statistics
  • System Analysis and Design

Work Experience


2012 - PresentHead of Data and Knowledge Engineering Laboratory (D-Lab)
2007 - 2009Chairperson of B.Sc.(Computer Science - English Program)
2005 - PresentAssistant Professor
2001 - PresentLecturer, School of Information Technology, KMUTT
1998 - 2001Teaching Assistant (CS116 C++ Labs), Department of Computer Science, The University of Alabama.
1997 - 1998Graduate Assistant (Webmaster), The Graduate School, The University of Alabama.
1992 - 1993 Programmer/Analyst, TelecomAsia Corp., Bangkok, Thailand.


Research Interests
  • Data Mining
  • Visualizations
  • Bioinformatics
  • Artificial Intelligence

Publications
  • Chanmas, G., Taveekitworachai, P., Paliyawan, P., Thawonmas, R., Thawonmas, R., Nukoolkit, C., and Dajpratham, P.,2023, Driving scenarios and environmental settings in simulator-based driving assessment systems for stroke: a systematic review, TOPICS IN STROKE REHABILITATION, doi: 10.1080/10749357.2023.2165273., Vol.30, Issue 2, : Jan 8,2023, United Kingdom, pp. 1-10
  • Saithong, T., Ruengsrichaiya, B., Kalapanulak, S., and Nukoolkit, C.,2022, Extension of Transcriptional Regulator Resource in Cassava by Machine Learning Based Modeling , Asian-Pacific Federation for Information Technology in Agriculture, 13th (APFITA) , 2022, : Nov 24-26, 2022, Hanoi, Vietnam, Vol. , pp.341
  • Ruengsrichaiya, B., Nukoolkit, C., Kalapanulak, S., and Saithong, T.,2022, Plant-DTI: Extending the landscape of TF protein and DNA interaction in plants by a machine learning-based approach, Frontiers in Plant Science, DOI 10.3389/fpls.2022.970018, : Aug 23, 2022, Switzerland, pp.01-16
  • Hassaluk Jirathampradub, Chakarida Nukoolkit, Kaneungjit Suriyathumrongkul and Bunthit Watanapa,2020, A 3D-CNN Siamese Network for Motion Gesture Sign Language Alphabets Recognition, International Conference on Advances in Information Technology, 11th (IAIT) , 2020, : Jul 01-03, 2020, Bangkok, Thailand
  • Sittichai Sukreep, Chakarida Nukoolkit, and Pornchai Mongkolnam,2019, Indoor Position Detection Using Smartwatch and Beacons, Sensors and Materials, Vol. 32, No. # (2020), MYU Tokyo, pp. 1-19
  • Sittichai Sukreep, Khalid Elgazzar, Cheehung Henry Chu, Chakarida Nukoolkit, Pornchai Mongkolnam,2019, Recognizing Falls, Daily Activities, and Health Monitoring by Smart Devices, Sensors and Materials, https://doi.org/10.18494/SAM.2019.2308, ISSN 09144935, MYU Tokyo, Vol. 31, No. 6 (2019), Jun 6, 2019, pp. 1847–1869
  • Worawat Lawanot, Masahiro Inouey,Taketoshi Yokemura, Pornchai Mongkolnam, Chakarida Nukoolkit,2019, Daily Stress and Mood Recognition System Using Deep Learning and Fuzzy Clustering for Promoting Better Well-Being, IEEE International Conference on Consumer Electronics (ICCE2019), :Jan 11-13, 2019, Las Vegas, USA, pp. 1-6
  • Worawat Lawanont, Masahiro Inoue, Pornchai Mongkolnam, Chakarida Nukoolkit,2018, Neck Posture Monitoring System Based on Image Detection and Smartphone Sensors Using the Prolonged Usage Classi?cation Concept, IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, DOI:10.1002/tee.22778, Wiley Online Library, , Jul 31, 2018
  • Worawat Lawanont, Pornchai Mongkolnam, Chakarida Nukoolkit, and Masahiro Inoue,2018, Daily Stress Recognition System Using Activity Tracker and Smartphone Based on Physical Activity and Heart Rate Data, Int. Conf. on Intelligent Decision Technologies (KES-IDT2018), Jun 20-22, 2018, Gold Coast, QLD, Australia, pp. 11-21
  • Bunthit Watanapa, Orasa Patsadu , Piyapat Dajpratham, Chakarida Nukoolkit,2018, Post-Fall Intelligence Supporting Fall Severity Diagnosis Using Kinect Sensor, Applied Computational Intelligence and Soft Computing, https://doi.org/10.1155/2018/5434897, Article ID 5434897, Hindawi Limited, V.2018, Jun 3, 2018, p.1-15
  • Orasa Patsadu, Bunthit Watanapa, Piyapat Dajpratham, Chakarida Nukoolkit,2018, Fall Motion Detection with Fall Severity Level Estimation by Mining Kinect 3D Data Stream, Int. Arab Journal of Information Technology, ISSN:1683-3198, May, 2018
  • Orasa Patsadu, Bunthit Watanapa, Chakarida Nukoolkit,2017, A Multiple-stage Classification of Fall Motions Using Kinect Camera, Int. Conf. on Computing and Information Technology (IC2IT2017), Jul 12-14, 2017, Bangkok, pp 118-129
  • Pornchai Mongkolnam, YoottanaBooranrom, Bunthit Watanapa, Thammarsat Visutarrom, Jonathan H. Chan and Chakarida Nukoolkit,2017, Smart bedroom for the elderly with gesture and posture analyses using Kinect, Maejo Int. Journal of Science and Technology, ISSN:1905-7873, V.11, 2017, Jan 2017
  • Worawat Lawanont, Chakarida Nukoolkit, Masahiro Inoue, Pornchai Mongkolnam,2016, A Comparison between Two Image Detection Algorithms on Neck Angle Detection and a Prolonged Usage Classification Concept, South East Asian Technical University Consortium Symp., 10th (SEATUC2016), Feb 22-24, 2016, Tokyo, Japan
  • Worarat Krathu, Praisan Padungweang, Chakarida Nukoolkit,2016, Data Mining Approach for Automatic Discovering Success Factors Relationship Statements in Full Text Articles, Int. Conf. on Advanced Computational Intelligence, 8th (ICACI2016), Feb 14-16, 2016, Chiang Mai, Thailand
  • อัญชฎา สิวะกรเสถียร, วิเชียร ชุติมาสกุล, ชาคริดา นุกูลกิจ,2015, การวัดและการประเมินผลการเรียนของนักศึกษาสู่ผลการเรียนรู้ตามกรอบมาตรฐานคุณวุฒิระดับอุดมศึกษาแห่งชาติ The Measurement and Evaluation of Student's Academic Record to the Learning Outcomes of Thailand Framework, วารสารไอซีทีศิลปากร (ICT Silpakorn Journal) ปีที่ 2 ฉบับที่ 2, กรกฎาคม-ธันวาคม 2558
  • W.Lawanont, P.Mongkolnam, C.Nukoolkit,2015, Smartphone Posture Monitoring System to Prevent Unhealthy Neck Postures, Int. Joint Conf. on Computer Science and Software Engineering, 12th (JCSSE2015), Jul 22-24, 2015, Hat Yai, Songkhla, Thailand, p.331-336
  • S.Sukreep, P.Mongkolnam, C.Nukoolkit,2015, Monitoring and Visualizing the Daily Activities and In-house Locations Using Smartphone, Int. Joint Conf. on Computer Science and Software Engineering, 12th (JCSSE2015), Jul 22-24, 2015, Hat Yai, Songkhla, Thailand, p.291-296
  • S.Sukreep, P.Mongkolnam, C.Nukoolkit,2015, Detect the Daily Activities and In-house Locations Using Smartphone, Int. Conf. on Computing and Information Technology, 11th (IC2IT2015), Jul 2-3, 2015, Bangkok, Thailand, p.215-225
  • P.Paliyawan, C.Nukoolkit, P.Mongkolnam,2014, Office Workers Syndrome Monitoring Using Kinect, Int. Conf. on Asia Pacific Conf. on Communications (APCC2014), Oct 1-3, 2014, Pattaya, Thailand
  • Pujana Paliyawan, Chakarida Nukoolkit, Pornchai Mongkolnam,2014, Prolonged Sitting Detection for Office Workers Syndrome Prevention Using Kinect, Annual Int. Conf. of Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology Association of Thailand, 11th (ECTI-CON2014), May 14-17, 2014, Nakhon Ratchasima, Thailand
  • Supatcha Lertampaiporn, Chinae Thammarongtham, Chakarida Nukoolkit, Boonserm Kaewkamnerdpong, Marasri Ruengjitchatchawalya,2014, Identification of non-coding RNAs with a new composite feature in the Hybrid Random Forest Ensemble algorithm, Nucleic Acids Research, DOI:10.1093/nar/gku325, ISSN:0305-1048, 1362-4962, 42 (11) e93, Jul 1, 2014
  • T.Soontornwutikul, N.Thananart, A.Wantanareeyachart, C.Nukoolkit, C.Arpnikanondt,2013, Optical Music Recognition Software on Windows Phone 7, Int. Conf. on Computing and Information Technology (IC2IT2013), May 9-10, 2013, KMUTNB, Bangkok, Thailand , p.239-248
  • O.Patsadu, C.Nukoolkit, B.Watanapa,2012, Survey of Smart Technologies for Fall Motion Detection: Techniques, Algorithms and Tools, Int. Conf. on Advances in Information Technology, 5th (IAIT2012), Dec 6-7, 2012, Bangkok, Thailand, p.137-147
  • N.Luangnapa, T.Silpavarangkura, C.Nukoolkit, P.Mongkolnam,2012, Optical Music Recognition on Android Platform, Int. Conf. on Advances in Information Technology, 5th (IAIT2012), Dec 6-7, 2012, Bangkok, Thailand, p.106-115
  • S.Lertampaiporn, C.Thammarongtham, C.Nukoolkit, B.Kaewkamnerdpong, M.Ruengjitchatchawalya,2012, Heterogeneous ensemble approach with discriminative features and modified-SMOTEbagging for pre-miRNA classification, Nucleic Acids Research Advance Access (Oxford Journal), ISSN:0305-1048 (Print), 1362-4962 (Online) , Sep 24, 2012, p.1-12
  • O.Patsadu, C.Nukoolkit, B.Watanapa,2012, Human Gesture Recognition Using Kinect Camera, Int. Joint Conf. on Computer Science and Software Engineering, 9th (JCSSE2012), May-Jun 2012, Bangkok, Thailand, p.28-32
  • C.Nukoolkit, P.Chansripiboon, P.Mongkolnam, R.W.Todd,2011, Text Cohesion Visualizer, Int. Conf. on Computer Science and Education, 6th (ICCSE2011), Aug 3-5, 2011, Singapore, p.205-209
  • C.Nukoolkit, P.Chansripiboon, S.Sopitsirikul,2011, Improving University e-Learning with Exploratory Data Analysis and Web Log Mining, Int. Conf. on Computer Science and Education, 6th (ICCSE2011), Aug 3-5, 2011, Singapore, p.176-179
  • S.Ronglong, C.Arpnikanondt, C.Nukoolkit,2010, Do in Thai Sense: Thailand's First Online Social Network with Web 2.0 Platform, Int. Conf. on ICT and Knowledge Engineering, 8th, Nov 24-25, 2010, Thailand, p.25-31
  • T.Panyayail, M.Ruengjitchatchawalya, K.Paithoonrangsarid, C.Nukoolkit, W.Ruenglertpanyakul,2009, Development of Codon Usage for Classification of Cyanobacteria, Annual Meeting and Int. Conf. of Thai Society for Biotechnology, Biotechnology: A Solution to the Global Economic Crisis, 21th (TSB2009), Sep 24-25, 2009, Queen Sirikit National Convention Center, Bangkok, Thailand
  • P.Mongkolnam, T.Dechsakulthorn, C.Nukoolkit,2008, Extracting Structural Image Contents, IAENG Int. Conf. on Imaging Engineering (ICIE2008), Mar 19-21, 2008, Hong Kong
  • P.Mongkolnam, C.Nukoolkit, T.Dechsakulthorn,2007, Represent Image Contents Using Curves and Chain Code, IAPR Conf. on Machine Vision Applications, 10th (MVA2007), May 16-18, 2007, Tokyo, Japan
  • P.Mongkolnam, T.Dechsakulthorn, C.Nukoolkit,2007, Extracted Structural Features for Image Comparison, Innovations and Advanced Techniques in Computer and Information Sciences and Engineering, DOI:10.1007/978-1-4020-6268-1_3, Jan 1, 2007, p.13-17
  • P.Mongkolnam, C.Nukoolkit, T.Dechsakulthorn,2007, Component-Level Image Shape Representation Using B-Splines, WSEAS Transactions on Computers, V.6 (1), Jan 2007, p.111-118
  • S.Suebtragoon, C.Nukoolkit,2005, Visualization Tool for Regulatory DNA Motifs Detecting and Profiling, Joint Conf. on Computer Science and Software Engineering (JCSSE2005), Nov 17-18, 2005
  • C.Nukoolkit, S.Rattanamahawichai,2004, Clustering and Similarity Matching of Time Series Data with Sequence Alignment, Thailand Computer Science Conf., 1st (ThCSC2004), Dec 16-17, 2004, Kasetsart University, Bangkok, Thailand, p.18-23
  • P.Chewputtanagul, D.Jackson, C.Nukoolkit,2004, A Road Recognition System Using GPS/GIS Integrated System, IEEE Region 10 Conf. (TENCON2004), Nov 21-24, 2004, Chiang Mai, Thailand, p.148
  • P.Chewputtanagul, X.Wu, D.Jackson, C.Nukoolkit,2004, A Multi-Memory Access Method for Use in FPGA Designs, IEEE Region 10 Conf. (TENCON2004), Nov 21-24, 2004, Chiang Mai, Thailand, p.141
  • C.Nukoolkit, W.Wiriyachat,2004, Detecting Web Image Purpose with Backpropagation Neural Network, Nat. Computer Science and Engineering Conf., 8th (NCSEC2004), Oct 21-22, 2004, J.B. Hotel, Hatyai, Songkhla, Thailand, p.30-34
  • C.Nukoolkit, H.C.Chen, D.Brown,2001, Improving Accuracy of Nearest Neighbor Algorithm in Highway Accident Prediction, Artificial Neural Networks in Engineering Conf. (ANNIE2001), Nov 2001, St.Louis, MO, USA, p.763-768
  • C.Nukoolkit, H.C.Chen, D.Brown,2001, A Data Transformation Technique for Car Injury Prediction, ACM-South Eastern, 39th (ACM SE2001), Mar 18-19, 2001, Athens, Geogia, p.103-107
  • C.Nukoolkit, H.C.Chen, D.Brown,1999, Knowledge Discovery for Injury Reduction from the CARE system, Artificial Neural Networks in Engineering Conf. (ANNIE1999), Nov 7-10, 1999, St.Louis, MO, USA, p.477-482

66 2470 9850

webadmin@sit.kmutt.ac.th

 @sit.kmutt