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
  • Taveekitworachai, P., Chanmas, G., Paliyawan, P., Thawonmas, R., Nukoolkit, C., Dajpratham, P., and Thawonmas, R., (2024), A systematic review of major evaluation metrics for simulator-based automatic assessment of driving after stroke, Heliyon, Vol.10, Issue 12, : Jun 30, 2024, Netherlands, pp.1-18, https://doi.org/10.1016/j.heliyon.2024.e32930
  • Sukreep, S., Nukoolkit, C., Yamsaengsung, S., Khajontantichaikun, T., Mongkolnam, P., Jaiyen, S., Chongsuphajaisiddhi, V., and Dajpratham, P., (2023), Recognizing Fall Risk Factors with Convolutional Neural Network, International Joint Conference on Computer Science and Software Engineering, (JCSSE2023), 20th, Jun 28- Jul 1, 2023, Phitsanulok, Thailand, pp.391- 396, DOI:10.1109/JCSSE58229.2023.10202147
  • 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, Vol.30, Issue 2, Jan 8, 2023, United Kingdom, pp.1-10, DOI:10.1080/10749357.2023.2165273
  • 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, (APFITA2022), 13th , Nov 24-26, 2022, Hanoi, Vietnam, 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, Aug 23, 2022, Switzerland, pp.1-16, DOI 10.3389/fpls.2022.970018
  • Jirathampradub, H., Nukoolkit, C., Suriyathumrongkul, K., and Watanapa, B., (2020), A 3D-CNN Siamese Network for Motion Gesture Sign Language Alphabets Recognition, International Conference on Advances in Information Technology, (IAIT2020), 11th, Jul 1-3, 2020, Bangkok, Thailand, pp.1-6, https://dl.acm.org/doi/pdf/10.1145/3406601.3406634
  • Sukreep, S., Nukoolkit, C., and Mongkolnam, P., (2019), Indoor Position Detection Using Smartwatch and Beacons, Sensors and Materials, Vol.32, No.2, Oct 31, 2019, MYU Tokyo, pp.455-473, https://doi.org/10.18494/SAM.2020.2386
  • Sukreep, S., Elgazzar, K., Chu, C.H., Nukoolkit, C., and Mongkolnam, P., (2019), Recognizing Falls, Daily Activities, and Health Monitoring by Smart Devices, Sensors and Materials, Vol.31, No.6, Jun 6, 2019, Japan, pp.1847-1869, https://doi.org/10.18494/SAM.2019.2308
  • Lawanot, W., Inouey, M., Yokemura, T., Mongkolnam, P., and Nukoolkit, C., (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, DOI:10.1109/ICCE.2019.8661932
  • Sukreep, S., Elgazzar, K., Chu, H., Mongkolnam, P., and Nukoolkit, C., (2019), iWatch: A Fall and Activity Recognition System Using Smart Devices, International Journal of Computer and Communication Engineering, Vol.8, No.1, Jan 1, 2019, pp.18-31, DOI:10.17706/ijcce.2019.8.1.18-31
  • Lawanont, W., Inoue, M., Mongkolnam, P., and Nukoolkit, C., (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, Jul 31, 2018, pp.1501-1510, DOI:10.1002/tee.22778
  • Lawanont, W., Mongkolnam, P., Nukoolkit, C., and Inoue, M., (2018), Daily Stress Recognition System Using Activity Tracker and Smartphone Based on Physical Activity and Heart Rate Data, International Conference on Intelligent Decision Technologies, (KES-IDT2018), Jun 20-22, 2018, Gold Coast, QLD, Australia, pp.11-21, https://link.springer.com/chapter/10.1007/978-3-319-92028-3_2
  • Watanapa, B., Patsadu, O., Dajpratham, P., and Nukoolkit, C. , (2018), Post-Fall Intelligence Supporting Fall Severity Diagnosis Using Kinect Sensor, Applied Computational Intelligence and Soft Computing, Vol.2018, Jun 3, 2018, pp.1-15, https://doi.org/10.1155/2018/5434897, Article ID 5434897
  • Patsadu, O., Watanapa, B., Dajpratham, P., and Nukoolkit, C., (2018), Fall Motion Detection with Fall Severity Level Estimation by Mining Kinect 3D Data Stream, International Arab Journal of Information Technology, Vol.15, No.3, May 2018, pp.378-388, https://iajit.org/PDF/May%202018,%20No.%203/11239.pdf
  • Patsadu, O., Watanapa, B., and Nukoolkit, C., (2017), A Multiple-stage Classification of Fall Motions Using Kinect Camera, International Conference on Computing and Information Technology, (IC2IT2017), 13th, Jul 12-14, 2017, Bangkok, pp.118-129, DOI 10.1007/978-3-319-60663-7_11
  • Mongkolnam, P., Booranrom, Y., Watanapa, B., Visutarrom, T., Chan, J.H., and Nukoolkit, C., (2017), Smart bedroom for the elderly with gesture and posture analyses using Kinect, Maejo International Journal of Science and Technology, Vol.11, Issue1, Jan 2017, Thailand, pp.1-16, https://www.proquest.com/docview/1879966710/fulltext/E310D0F234094D99PQ/1?accountid=28819
  • พรชัย มงคลนาม, สิทธิชัย สุครีพ และ ชาคริดา นุกูลกิจ, (2016), ระบบการหาตำแหน่งและการตรวจจับกิจกรรมของผู้ใช้อุปกรณ์สวมใส่ (User's Location Tracking and Activity Detection via Wearable Device), 28 กุมภาพันธ์ 2561 - 27 พฤศจิกายน 2565, ไทย, อนุสิทธิบัตรไทย เลขที่ 13618
  • Lawanont, W., Nukoolkit, C., Inoue, M., and Mongkolnam, P., (2016), A Comparison between Two Image Detection Algorithms on Neck Angle Detection and a Prolonged Usage Classification Concept, South East Asian Technical University Consortium Symposium, (SEATUC2016), 10th, Feb 22-24, 2016, Tokyo, Japan, pp.1-4, https://www.researchgate.net/publication/301619833
  • Krathu, W., Padungweang, P., and Nukoolkit, C., (2016), Data Mining Approach for Automatic Discovering Success Factors Relationship Statements in Full Text Articles, International Conference on Advanced Computational Intelligence, (ICACI2016), 8th, Feb 14-16, 2016, Chiang Mai, Thailand, DOI:10.1109/ICACI.2016.7449820
  • Lawanont, W., Mongkolnam, P. and Nukoolkit, C., (2015), Smartphone Posture Monitoring System to Prevent Unhealthy Neck Postures, International Joint Conference on Computer Science and Software Engineering, (JCSSE2015), 12th, Jul 22-24, 2015, Hat Yai, Songkhla, Thailand, pp.331-336, DOI:10.1109/JCSSE.2015.7219819
  • Sukreep, S., Mongkolnam, P., and Nukoolkit, C. , (2015), Monitoring and Visualizing the Daily Activities and In-house Locations Using Smartphone, International Joint Conference on Computer Science and Software Engineering, (JCSSE2015), 12th, Jul 22-24, 2015, Hat Yai, Songkhla, Thailand, pp.291-296, DOI:10.1109/JCSSE.2015.7219812
  • Sukreep, S., Mongkolnam, P., and Nukoolkit, C., (2015), Detect the Daily Activities and In-house Locations Using Smartphone, International Conference on Computing and Information Technology, (IC2IT2015), 11th, Jul 2-3, 2015, Bangkok, Thailand, pp.215-225, DOI:10.1007/978-3-319-19024-2_22
  • อัญชฎา สิวะกรเสถียร, วิเชียร ชุติมาสกุล และชาคริดา นุกูลกิจ, (2558), 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
  • Paliyawan, P., Nukoolkit, C., and Mongkolnam, P., (2014), Office Workers Syndrome Monitoring Using Kinect, Asia-Pacific Conference on Communications, (APCC2014), 20th, Oct 1-3, 2014, Pattaya, Thailand, pp.58-63, DOI:10.1109/APCC.2014.7091605
  • Lertampaiporn, S., Thammarongtham, C., Nukoolkit, C., Kaewkamnerdpong, B., and Ruengjitchatchawalya, M., (2014), Identification of non-coding RNAs with a new composite feature in the Hybrid Random Forest Ensemble algorithm, Nucleic Acids Research, Vol.42, Issue 11, Jun 17, 2014, pp.e93, DOI:10.1093/nar/gku325
  • Paliyawan, P., Nukoolkit, C., and Mongkolnam, P., (2014), Prolonged Sitting Detection for Office Workers Syndrome Prevention Using Kinect, Annual International Conference of Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology Association of Thailand, (ECTI-CON2014), 11th, May 14-17, 2014, Nakhon Ratchasima, Thailand, DOI:10.1109/ECTICon.2014.6839785
  • Soontornwutikul, T., Thananart, N., Wantanareeyachart, A., Nukoolkit, C., and Arpnikanondt, C., (2013), Optical Music Recognition Software on Windows Phone 7, International Conference on Computing and Information Technology, (IC2IT2013), May 9-10, 2013, KMUTNB, Bangkok, Thailand, pp.239-248
  • Patsadu, O., Nukoolkit, C., and Watanapa, B., (2012), Survey of Smart Technologies for Fall Motion Detection: Techniques, Algorithms and Tools, International Conference on Advances in Information Technology, (IAIT2012), 5th, Dec 6-7, 2012, Bangkok, Thailand, pp.137-147, DOI:10.1007/978-3-642-35076-4_13
  • Luangnapa, N., Silpavarangkura, T., Nukoolkit, C., and Mongkolnam, P., (2012), Optical Music Recognition on Android Platform, International Conference on Advances in Information Technology, (IAIT2012), 5th, Dec 6-7, 2012, Bangkok, Thailand, pp.106-115, DOI:10.1007/978-3-642-35076-4_10
  • Lertampaiporn, S., Thammarongtham, C., Nukoolkit, C., Kaewkamnerdpong, B., and Ruengjitchatchawalya, M., (2012), Heterogeneous ensemble approach with discriminative features and modified-SMOTEbagging for pre-miRNA classification, Nucleic Acids Research Advance Access (Oxford Journal), Sep 24, 2012, pp.1-12, https://doi.org/10.1093/nar/gks878
  • Patsadu, O., Nukoolkit, C., and Watanapa, B., (2012), Human Gesture Recognition Using Kinect Camera, International Joint Conference on Computer Science and Software Engineering, (JCSSE2012), 9th, May-Jun 2012, Bangkok, Thailand, pp.28-32, DOI:10.1109/JCSSE.2012.6261920
  • Nukoolkit, C., Chansripiboon, P., Mongkolnam, P., and Todd, R.W., (2011), Text Cohesion Visualizer, International Conference on Computer Science and Education, (ICCSE2011), 6th, Aug 3-5, 2011, Singapore, pp.205-209, DOI:10.1109/ICCSE.2011.6028618
  • Nukoolkit, C., Chansripiboon, P., and Sopitsirikul, S., (2011), Improving University e-Learning with Exploratory Data Analysis and Web Log Mining, International Conference on Computer Science and Education, (ICCSE2011), 6th, Aug 3-5, 2011, Singapore, pp.176-179, DOI:10.1109/ICCSE.2011.6028611
  • Ronglong, S., Arpnikanondt, C., and Nukoolkit, C., (2010), Do in Thai Sense: Thailand's First Online Social Network with Web 2.0 Platform, International Conference on ICT and Knowledge Engineering, 8th, Nov 24-25, 2010, Thailand, pp.25-31, DOI:10.1109/ICTKE.2010.5692908
  • Panyayail, T., Ruengjitchatchawalya, M., Paithoonrangsarid, K., Nukoolkit, C., and Ruenglertpanyakul, W., (2009), Development of Codon Usage for Classification of Cyanobacteria, Annual Meeting and International Conference of Thai Society for Biotechnology, Biotechnology: A Solution to the Global Economic Crisis, (TSB2009), 21th, Sep 24-25, 2009, Queen Sirikit National Convention Center, Bangkok, Thailand, p.203
  • Mongkolnam, P., Dechsakulthorn, T., and Nukoolkit, C., (2008), Extracting Structural Image Contents, IAENG International Conference on Imaging Engineering, (ICIE2008), Mar 19-21, 2008, Hong Kong, pp.617-622, http://www.iaeng.org/publication/IMECS2008/IMECS2008_pp617-622.pdf
  • Mongkolnam, P., Nukoolkit, C., and Dechsakulthorn, T., (2007), Represent Image Contents Using Curves and Chain Code, IAPR Conference on Machine Vision Applications, (MVA2007), 10th, May 16-18, 2007, Tokyo, Japan, pp.355-358, http://www.mva-org.jp/Proceedings/2007CD/papers/08-32.pdf
  • Mongkolnam, P., Dechsakulthorn, T., and Nukoolkit, C., (2007), Extracted Structural Features for Image Comparison, Innovations and Advanced Techniques in Computer and Information Sciences and Engineering, Jan 1, 2007, University of Bridgeport, USA (virtual forum), pp.13-17, DOI:10.1007/978-1-4020-6268-1_3
  • Mongkolnam, P., Nukoolkit, C., and Dechsakulthorn, T., (2007), Component-Level Image Shape Representation Using B-Splines, WSEAS Transactions on Computers, Vol.6, Issue 1, Jan 2007, Greece, pp.111-118, 0
  • Suebtragoon, S. and Nukoolkit, C., (2005), Visualization Tool for Regulatory DNA Motifs Detecting and Profiling, Joint Conference on Computer Science and Software Engineering, (JCSSE2005), 2nd, Nov 17-18, 2005
  • Nukoolkit, C., and Rattanamahawichai, S., (2004), Clustering and Similarity Matching of Time Series Data with Sequence Alignment, Thailand Computer Science Conference, (ThCSC2004), 1st, Dec 16-17, 2004, Kasetsart University, Bangkok, Thailand, pp.18-23
  • Chewputtanagul, P., Jackson, D., and Nukoolkit, C., (2004), A Road Recognition System Using GPS/GIS Integrated System, IEEE Region 10 Conference, (TENCON2004), Nov 21-24, 2004, Chiang Mai, Thailand, pp.225-228, DOI:10.1109/TENCON.2004.1414910
  • Chewputtanagul, P., Wu, X., Jackson, D., and Nukoolkit, C., (2004), A Multimemory Access Method for Use in FPGA Designs, IEEE Region 10 Conference, (TENCON2004), Nov 21-24, 2004, Chiang Mai, Thailand, pp.447-450, DOI:10.1109/TENCON.2004.1414966
  • Nukoolkit, C. and Wiriyachat, W., (2004), Detecting Web Image Purpose with Backpropagation Neural Network, National Computer Science and Engineering Conference, (NCSEC2004), 8th, Oct 21-22, 2004, J.B. Hotel, Hatyai, Songkhla, Thailand, pp.30-34
  • Nukoolkit, C., Chen, H.C., and Brown, D., (2001), Improving Accuracy of Nearest Neighbor Algorithm in Highway Accident Prediction, Artificial Neural Networks in Engineering Conference, (ANNIE2001), Nov 2001, St.Louis, MO, USA, pp.763-768
  • Nukoolkit, C.,Chen, H.C., and Brown, D., (2001), A Data Transformation Technique for Car Injury Prediction, Annual ACM Southeast Conference, (ACM-SE 2001), 39th, Mar 16-17, 2001, Athens, Geogia, pp.103-107, https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.17.3115&rep=rep1&type=pdf
  • Nukoolkit, C., Chen, H.C., and Brown, D., (1999), Knowledge Discovery for Injury Reduction from the CARE system, Artificial Neural Networks in Engineering Conference, (ANNIE1999), Nov 7-10, 1999, St.Louis, MO, USA, pp.477-482

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