Asst.Prof.Dr. Chakarida Nukoolkit |
|
Present Position :
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 - Present | Head of Data and Knowledge Engineering Laboratory (D-Lab) | |
2007 - 2009 | Chairperson of B.Sc.(Computer Science - English Program) | |
2005 - Present | Assistant Professor | |
2001 - Present | Lecturer, School of Information Technology, KMUTT | |
1998 - 2001 | Teaching Assistant (CS116 C++ Labs), Department of Computer Science, The University of Alabama. | |
1997 - 1998 | Graduate 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
- 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
- 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 01, 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.01-16, 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 01-03, 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 01, 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
- 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
- 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
- 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
- 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, (2010), 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, (2007), , : 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