Dittaya Wanvarie

2024

• Tse Lin Liu, Dittaya Wanvarie. Enhancing Financial Market Predictions in Taiwan: A Hybrid Approach of Traditional Analysis and Machine Learning Techniques. TIMES-iCON (2024).
• Wiput Thirapanish, Pittipol Kantavat, Dittaya Wanvarie, Ekapol Chuangsuwanich, Proadpran Punyabukkana. Evaluating Machine Learning-Based Feature Selection Methods for Diagnosing Parkinson's Disease under the SVM Framework. ICAIBD (2024) pp. 409 - 415.
• Phanthakan Kiatphaisansophon, Dittaya Wanvarie, Nagul Cooharojananone Efficient Text Bounding Box Identification Using Mask R-CNN: Case of Thai Documents. IEEE Access. (2024) Volume 12, 1 April 2024, pp. 49306 - 49328.
• Pantira Chinsuwan, Wilawan W.Wilodjananunt, Dittaya Wanvarie, Nithipun Suksumek, Kullasate Sakpichaisakul, Thitiwan Simasathien, Charcrin Nabangchang, Piradee Suwanpakdee Feasibility of mobile phone application "Epilepsy care" for self-management of children and adolescents with epilepsy in Phramongkutklao hospital: A randomized controlled trial. Epilepsy & Behavior. (2024) Volume 151, 109598.

2023

• Sirawit Tantiphuwanart, Nuengwong Tuaycharoen, Dittaya Wanvarie, Naruemon Pratanwanich, Atiwong Suchato. Performance Improvement on a Learning Assessment Web Application Using AWS DynamoDB as a Cache Database. JCSSE (2023).
• Supagid Gidvarowart, Atiwong Suchato, Dittaya Wanvarie, Naruemon Pratanwanich, Nuengwong Tuaycharoen. Automated API Testing with Karate Framework: A Case Study of an Online Assessment Web Application. JCSSE (2023).
• Tatchanon Srisamudh, Atiwong Suchato, Dittaya Wanvarie, Naruemon Pratanwanich, Nuengwong Tuaycharoen. Automatic User Interface Testing for Web Application with Cypress Framework: A Case Study of an Online Assessment Web Application. NCCIT (2023).
• Watcha Sasawattakul, Atiwong Suchato, Dittaya Wanvarie, Naruemon Pratanwanich, Nuengwong Tuaycharoen. Design and Development of the Back-End System for an Online Learning Assessment Platform. ANSCSE (2023).
• Subtawee Hanyut, Nuengwong Tuaycharoen, Naruemon Pratanwanich, Dittaya Wanvarie, Atiwong Suchato. Cost-Sensitive Cloud Architecture for an Online Assessment Web Application ANSCSE (2023).
• Yiping Jin, Akshay Bhatia, Dittaya Wanvarie, Phu T. V. Le. Towards improving coherence and diversity of slogan generation. Natural Language Engineering. (2023) Volume 29, Issue 2, March 2023, pp. 254 - 286. [Local archive]

2022

• Yiping Jin, Dittaya Wanvarie, Phu T. V. Le. Learning from Noisy Out-of-Domain Corpus Using Dataless Classification. Natural Language Engineering. (2022) Volume 28 , Issue 1 , January 2022 , pp. 39 - 69. [Local archive and accompanying dataset]
• Pimarn Kantithammakorn, Proadpran Punyabukkana, Ploy N. Pratanwanich, Solaphat Hemrungrojn, Chaipat Chunharas, Dittaya Wanvarie. Using Automatic Speech Recognition to Assess Thai Speech Language Fluency in the Montreal Cognitive Assessment (MoCA). Sensors. (2022) Volume 22, Issue 4, pp. 1583.
• Suppat Metarugcheep, Proadpran Punyabukkana, Dittaya Wanvarie, Solaphat Hemrungrojn, Chaipat Chunharas, Ploy N. Pratanwanich. Selecting the Most Important Features for Predicting Mild Cognitive Impairment from Thai Verbal Fluency Assessments. Sensors. (2022) Volume 22, Issue 15, pp. 5813.
• Yiping Jin, Vishakha Kadam, Dittaya Wanvarie. Plot Writing From Pre-Trained Language Models INLG (2022). pp. 52--67.
• Wirot Treemongkolchok, Proadpran Punyabukkana, Dittaya Wanvarie, Ploy N. Pratanwanich. An Analysis of Acoustic Features for Attention Score in Thai MoCA Assessment iSAI-NLP (2022).

Before 2022

• Kawisorn Kamtue, Kasina Euchukanonchai, Dittaya Wanvarie, Naruemon Pratanwanich. Lukthung Classification Using Neural Networks on Lyrics and Audios. ICSEC (2019). pp. 269--274.
• Nontawat Charoenphakdee, Jongyeong Lee, Yiping Jin, Dittaya Wanvarie, Masashi Sugiyama. Learning Only from Relevant Keywords and Unlabeled Documents EMNLP-IJCNLP (2019). pp. 3993--4002.
• Yiping Jin, Dittaya Wanvarie, Phu T. V. Le. Bridging the Gap Between Research and Production with CODE PAKDD (2019). pp. 277--288.
• Yiping Jin, Dittaya Wanvarie, Phu L. Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising. EMNLP (2017). pp. 545--554.
• Supasit Chuwatthananurux, Dittaya Wanvarie. Improving noise estimation with RAPT pitch voice activity detection under low SNR condition KST (2016). pp. 77--82.
• Dittaya Wanvarie, Sansanee Ek-atchariya, Thanakon Kaewwipat. Unsupervised construction of a word list on tourism from Wikipedia ICSEC (2015). pp. 1--6.
• Dittaya Wanvarie. Thai Grapheme-Phoneme Alignment: Many-to-Many Alignment with Discontinuous Patterns ACIIDS (2014). pp. 63--72.
• Dittaya Wanvarie. Active Learning with Partially Annotated Sequence Doctoral thesis. (2011).
• Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura. Accelerating the Sequence Annotation using Split Annotation with Active Learning. IJCLA (Volume 2) No. 1-2 (Jan-Dec 2011). pp. 105--119.
• Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura. Active Learning for Sequence Labelling with Probability Re-estimation. PRICAI (2010). pp 681--686.
• Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura. Active Learning with Partially Annotated Sequence. 研究報告自然言語処理 (NL) (Volume 2010) Issue 4 (2010). pp 1--7.
• Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura. Character-based Thai Named Entity Recognition. ANLP (2009). pp. 8--11.
• Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura. Simplicity Bias for Semi-Supervised Parser. ANLP (2008). pp. 83--86.