Article
1. Image enhancement in embedded devices for internet of things
Jeon, Gwanggil, Pasupa, Kitsuchart, Anisetti, Marco and Ahmad, Awais
Type: Article | 2021 | Concurrency and Computation: Practice and Experience
2. A novel error-output recurrent two-layer extreme learning machine for multi-step time series prediction
Liu, Zongying, Loo, Chu Kiong and Pasupa, Kitsuchart
Type: Article | 2021 | Sustainable Cities and Society
3. A data generation framework for extremely rare case signals
Chalongvorachai, Thasorn and Woraratpanya, Kuntpong
Type: Article | 2021 | Heliyon
4. Spectrum allocation scheme considering spectrum slicing in elastic optical networks
Kitsuwan, Nattapong, Akaki, Kaito, Pavarangkoon, Praphan and Nag, Avishek
Type: Article | 2021 | Journal of Optical Communications and Networking
5. Incremental Association Rule Mining With a Fast Incremental Updating Frequent Pattern Growth Algorithm
Thurachon, Wannasiri and Kreesuradej, Worapoj
Type: Article | 2021 | IEEE Access
6. Influence of Cellulose Fiber Content on Morphology and Properties of Poly(Lactic Acid)/Propylene-Ethylene Copolymer/Cellulose Composites
Wacharawichanant, Sirirat, Opasakornwong, Patteera, Poohoi, Ratchadakorn and Phankokkruad, Manop
Type: Article | 2021 | Solid State Phenomena
7. Resolving Load Imbalance State for SDN by Minimizing Maximum Load of Controllers
Srisamarn, Ukrist, Pradittasnee, Lapas and Kitsuwan, Nattapong
Type: Article | 2021 | Journal of Network and Systems Management
8. Intelligent approach to automated star-schema construction using a knowledge base
Sanprasit, Non, Jampachaisri, Katechan, Titijaroonroj, Taravichet and Kesorn, Kraisak
Type: Article | 2021 | Expert Systems with Applications
9. Hybrid Deep Learning Models for Thai Sentiment Analysis
Pasupa, Kitsuchart and Seneewong Na Ayutthaya, Thititorn
Type: Article | 2021 | Cognitive Computation
10. A semantic approach to automated design and construction of star schemas
Sanprasit, Non, Titijaroonroj, Taravichet and Kesorn, Kraisak
Type: Article | 2021 | Engineering and Applied Science Research
11. Real-Time Vehicle Maneuvering Detection With Digital Compass
Leakkaw, Puttipong and Panichpapiboon, Sooksan
Type: Article | 2021 | IEEE Access
12. Improving the state-of-the-art in Thai semantic similarity using distributional semantics and ontological information
Netisopakul, Ponrudee, Wohlgenannt, Gerhard, Pulich, Aleksei and Hlaing, Zar Zar
Type: Article | 2021 | PLOS ONE
13. Identifying SME customers from click feedback on mobile banking apps: Supervised and semi-supervised approaches
Tungjitnob, Suchat, Pasupa, Kitsuchart and Suntisrivaraporn, Boontawee
Type: Article | 2021 | Heliyon
14. Evaluation of deep learning algorithms for semantic segmentation of car parts
Pasupa, Kitsuchart, Kittiworapanya, Phongsathorn, Hongngern, Napasin and Woraratpanya, Kuntpong
Type: Article | 2021 | Complex & Intelligent Systems
15. Assessing the Effectiveness of Smartphone Usage to Interact with Learning Materials in Independent Learning Outside of Classrooms among Undergraduate Students
Vongjaturapat, Sununthar, Chotikakamthorn, Nopporn and Yimyam, Panitnat
Type: Article | 2021 | Asia Pacific Journal of Information Systems
16. Diagnosis of Metabolic Syndrome Using Machine Learning, Statistical and Risk Quantification Techniques: A Systematic Literature Review
Kakudi, Habeebah Adamu, Loo, Chu Kiong, Moy, Foong Ming, Kau, Lim Chee and Pasupa, Kitsuchart
Type: Article | 2021 | Malaysian Journal of Computer Science
17. Hybrid modified ant system with sweep algorithm and path relinking for the capacitated vehicle routing problem
Thammano, Arit and Rungwachira, Petcharat
Type: Article | 2021 | Heliyon
Book Section
1. Improved Identification of Imbalanced Multiple Annotation Intent Labels with a Hybrid BLSTM and CNN Model and Hybrid Loss Function
Vatathanavaro, Supawit, Pasupa, Kitsuchart, Sirirattanajakarin, Sorratat and Suntisrivaraporn, Boontawee
Type: Book Section | 2021 | Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, Lecture Notes in Computer Science
2. Integration of MANET with In-Band SDN Controller
Thongthavorn, Thananop and Prabhavat, Sumet
Type: Book Section | 2021 | Lecture Notes in Networks and Systems, Recent Advances in Information and Communication Technology 2021
Conference or Workshop Item
1. SEPBO: Trash separator bot VR game
Theethum, Thirada, Iamcharoen, Sopoat, Arpornrat, Attawut and Vittayakorn, Sirion
Type: Conference or Workshop Item | 2021 | 2021 18th International Joint Conference on Computer Science and Software Engineering (JCSSE)
2. Q-Learning traffic-distributing approach to managing multiple-destination traffic
Sibmeunpiam, Chawannuch and Sub-r-pa, Chayanon
Type: Conference or Workshop Item | 2021 | 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)
3. A Check-in System Supporting Multiple Attendees Check-in at a Time by Proximity-based Methods
Sae-Lim, Nopparut, Sinchai, Ananta, Yiangsupapaanontr, Nathan and Tuwanut, Panwit
Type: Conference or Workshop Item | 2021 | 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)
4. A Development of Game-Based Learning in Virtual Reality for Fire Safety Training in Thailand
Satapanasatien, Kodchaporn, Phuawiriyakul, Thanchanok and Moodleah, Samart
Type: Conference or Workshop Item | 2021 | 2021 18th International Joint Conference on Computer Science and Software Engineering (JCSSE)
5. Learning to Drive with Deep Reinforcement Learning
Chukamphaeng, Nut, Pasupa, Kitsuchart, Antenreiter, Martin and Auer, Peter
Type: Conference or Workshop Item | 2021 | 2021 13th International Conference on Knowledge and Smart Technology (KST)
6. Improvement of Text-Independent Speaker Verification Using Gender-like Feature
Kiawjak, Pornprom, Wangsiripitak, Somkiat and Pasupa, Kitsuchart
Type: Conference or Workshop Item | 2021 | 2021 13th International Conference on Knowledge and Smart Technology (KST)
7. Adaptive Learning Rate for Dealing with Imbalanced Data in Classification Problems
Jantanasukon, Ratanon and Thammano, Arit
Type: Conference or Workshop Item | 2021 | 2021 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering
8. Proposed Structural Validation-based Testing for Object-Oriented Programming
Lumyong, Chayanin, Tachasriburapha, Natthawut and Titijaroonroj, Taravichet
Type: Conference or Workshop Item | 2021 | 2021 13th International Conference on Knowledge and Smart Technology (KST)
9. Particle Size Estimation in Mixed Commercial Waste Images Using Deep Learning
Kittiworapanya, Phongsathorn, Pasupa, Kitsuchart and Auer, Peter
Type: Conference or Workshop Item | 2021 | IAIT2021: The 12th International Conference on Advances in Information Technology
10. Analysis of Dust Exposure Impact on Cardiovascular Diseases Risk Prediction in Bangkok, Thailand
Sonsanit, Jakkrit, Sirigate, Watcharin, Pasupa, Kitsuchart, Wiseschinda, Varut and Kunanusont, Chaiyos
Type: Conference or Workshop Item | 2021 | 2021 13th International Conference on Knowledge and Smart Technology (KST)
11. Large L-shape Fit Spectrum Allocation for Elastic Optical Network with Spectrum Slicing
Akaki, Kaito, Pavarangkoon, Praphan and Kitsuwan, Nattapong
Type: Conference or Workshop Item | 2021 | 2021 International Conference on Information Networking (ICOIN)
12. Detection of Unreliable Medical Articles on Thai Websites
Saengkhunthod, Chotipong, Kerdnoonwong, Parischaya and Atchariyachanvanich, Kanokwan
Type: Conference or Workshop Item | 2021 | 2021 13th International Conference on Knowledge and Smart Technology (KST)
13. Human Height Estimation Using Visual Geometry and Feature Learning
Dokthurian, Siriporn, Rattanapitak, Wirat and Wangsiripitak, Somkiat
Type: Conference or Workshop Item | 2021 | 2021 IEEE International Symposium on Circuits and Systems (ISCAS)
14. Cyberbullying detection on Tweets
Phanomtip, Aekachai, Sueb-in, Thaiyathorn and Vittayakorn, Sirion
Type: Conference or Workshop Item | 2021 | 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)
15. Thinkercise: An educational VR game for Python programming
Theethum, Thirada, Arpornrat, Attawut and Vittayakorn, Sirion
Type: Conference or Workshop Item | 2021 | 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)
16. Transformation from Web Pages to Optimal Normal Form Database Schema Using a Conceptual Schema Approach
Yuliana, Oviliani Yenty and Chittayasothorn, Suphamit
Type: Conference or Workshop Item | 2021 | 2021 7th International Conference on Engineering, Applied Sciences and Technology (ICEAST)
17. A Big Data Analysis on Efficiency of Bangkok Taxi System
Khunsri, Kavepol and Panichpapiboon, Sooksan
Type: Conference or Workshop Item | 2021 | 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)
18. A Bitemporal SQL Database Design Method from the Enhanced Entity-Relationship Model
Chau, Vo Thi Ngoc and Chittayasothorn, Suphamit
Type: Conference or Workshop Item | 2021 | 2021 7th International Conference on Engineering, Applied Sciences and Technology (ICEAST)
19. NECTEC’s Participation in WAT-2021
Hlaing, Zar Zar, Thu, Ye Kyaw, Oo, Thasin Myint, San, Mya Ei, Usanovasin, Sasiporn, Netisopakul, Ponrudee and Supnithi, Thepchai
Type: Conference or Workshop Item | 2021 | The 8th Workshop on Asian Translation (WAT2021)
20. Keyword-Text Graph Representation for Short Text Classification
Chuangkrud, Piyawat, Leelanupab, Teerapong, Damrongrat, Chaianun and Kanungsukkasem, Nont
Type: Conference or Workshop Item | 2021 | The 13th International Conference on Information Technology and Electrical Engineering (ICITEE 2021)
21. Augmenting Differentiable Neural Computer with Read Network and Key-Value Memory
Yadav, Alok and Pasupa, Kitsuchart
Type: Conference or Workshop Item | 2021 | The 25th International Computer Science and Engineering Conference (ICSEC2021)
22. Proposed Structural Validation-based Testing for Object-Oriented Programming
Titijaroonroj, Taravichet
Type: Conference or Workshop Item | 2021 | 2021 13th International Conference on Knowledge and Smart Technology (KST)
23. Points using Localized Distance for Contour Generation from Point Cloud for 3D Printing
Moodleah, Samart and Kirimasthong, Khwunta
Type: Conference or Workshop Item | 2021 | 2021 13th International Conference on Information Technology and Electrical Engineering (ICITEE)
24. Energy Optimal Path Finding for Garbage Collection Robot using Ant Colony Optimization Algorithm
Tomitagawa, Koki, Chotipant, Supannada, Kuchii, Shigeru, Anuntachai, Anuntapat and Wongwirat, Olarn
Type: Conference or Workshop Item | 2021 | The 13th International Conference on Information Technology and Electrical Engineering (ICITEE 2021)
25. Keyword-Text Graph Representation for Short Text Classification
Chuangkrud, Piyawat, Leelanupab, Teerapong, Damrongrat, Chaianun and Kanungsukkasem, Nont
Type: Conference or Workshop Item | 2021 | 13th International Conference on Information Technology and Electrical Engineering (ICITEE)
Book
1. ระบบอัจฉริยะชั้นสูง: ทฤษฎี, อัลกอริทึม, และการประยุกต์ใช้ (Advanced Intelligent Systems: Theory, Algorithms, and Applications)
Pasupa, Kitsuchart
Type: Book | 2021