Peerapon Vateekul

85 papers C 1Misc 1Journal 37Unranked 46

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AERO-Net: AutoEncoder-driven residual optimization network for latent bias correction of WRF-ROMS. Expert Syst. Appl. Passin Pornvoraphat, Kanoksri Sarinnapakorn, Ken-ichi Fukui, Peerapon Vateekul
2025	—	`conf`	A Comparative Study on the Development of a Thai Legal QA Framework Using Large Language Models and Mixed Legal Datasets. NLDB (1) Supachoke Hanwiboonwat, Chaichana Thavornthaveekul, Prachya Boonkwan, Apivadee Piyatumrong, Peerapon Vateekul
2025	—	`conf`	EndoPlanar: Deformable Planar-Based Gaussian Splatting for Surgical Scene Reconstruction. MICCAI (11) Thatphum Paonim, Chayapon Sasnarukkit, Natawut Nupairoj, Peerapon Vateekul
2025	J	`jnl`	FedDrip: Federated Learning With Diffusion-Generated Synthetic Image. IEEE Access Karin Huangsuwan, Timothy Liu, Simon See, Aik Beng Ng, Peerapon Vateekul
2025	J	`jnl`	InceptMan: An InceptionNeXt-Based Architecture for End-to-End Mandible Reconstruction. IEEE Access Nattapon Kamboonsri, Natdanai Tantisereepatana, Titipat Achakulvisut, Peerapon Vateekul
2025	J	`jnl`	Mixture of Experts for Code-Switching and Mitigating Catastrophic Forgetting in Automatic Speech Recognition: A Case Study in Thai Colonoscopic Reporting. IEEE Access Arpanant Saeng-Xuto, Pasit Jakkrawankul, Krittamate Tiankanon, Kasenee Tiankanon, Natawut Nupairoj, Peerapon Vateekul
2025	J	`jnl`	Real-Time Multi-Task Deep Learning Model for Polyp Detection, Characterization, and Size Estimation. IEEE Access Phanukorn Sunthornwetchapong, Kasichon Hombubpha, Kasenee Tiankanon, Satimai Aniwan, Pasit Jakkrawankul, Natawut Nupairoj, Peerapon Vateekul, Rungsun Rerknimitr
2024	J	`jnl`	A Deep Learning Framework for Net Load Forecasting With Unsupervised Behind-the-Meter Disaggregated Data. IEEE Access Chaichan Thepprom, Natawut Nupairoj, Peerapon Vateekul
2024	J	`jnl`	C-YOSO: Contrastive Query on Real-Time Panoptic Segmentation. IEEE Access Chananvich Plabplathong, Kultida Rojviboonchai, Peerapon Vateekul
2024	J	`jnl`	CraNeXt: Automatic Reconstruction of Skull Implants With Skull Categorization Technique. IEEE Access Thathapatt Kesornsri, Napasara Asawalertsak, Natdanai Tantisereepatana, Pornnapas Manowongpichate, Boonrat Lohwongwatana, Chedtha Puncreobutr, Titipat Achakulvisut, Peerapon Vateekul
2024	J	`jnl`	Explainable Multi-Modal Deep Learning With Cross-Modal Attention for Diagnosis of Dyssynergic Defecation Using Abdominal X-Ray Images and Symptom Questionnaire. IEEE Access Sirapob Sangnark, Pakkapon Rattanachaisit, Tanisa Patcharatrakul, Peerapon Vateekul
2024	—	`conf`	Label-Aware Automatic Verbalizer for Few-Shot Text Classification in Mid-To-Low Resource Languages. ACL (Student Research Workshop) Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul
2024	J	`jnl`	Meta Lifelong-Learning With Selective and Task-Aware Adaptation. IEEE Access Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Kasidis Kanwatchara, Boonserm Kijsirikul, Peerapon Vateekul
2024	J	`jnl`	Optimization of Peer-to-Peer Energy Trading With a Model-Based Deep Reinforcement Learning in a Non-Sharing Information Scenario. IEEE Access Nat Uthayansuthi, Peerapon Vateekul
2024	J	`jnl`	Prompt-Based Label-Aware Framework for Few-Shot Multi-Label Text Classification. IEEE Access Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul
2024	J	`jnl`	Real-time gastric intestinal metaplasia segmentation using a deep neural network designed for multiple imaging modes on high-resolution images. Knowl. Based Syst. Passin Pornvoraphat, Kasenee Tiankanon, Rapat Pittayanon, Natawut Nupairoj, Peerapon Vateekul, Rungsun Rerknimitr
2023	J	`jnl`	Drug Repurposing for Type 2 Diabetes Using Combined Textual and Structural Graph Representation Based on Transformer. IEEE Access Sothornin Mam, Duangdao Wichadakul, Peerapon Vateekul
2023	J	`jnl`	Explainable Depression Detection Based on Facial Expression Using LSTM on Attentional Intermediate Feature Fusion with Label Smoothing. Sensors Yanisa Mahayossanunt, Natawut Nupairoj, Solaphat Hemrungrojn, Peerapon Vateekul
2023	J	`jnl`	Label-Aware Automatic Verbalizer for Few-Shot Text Classification. CoRR Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul
2023	J	`jnl`	Multi-Agent Deep Reinforcement Learning With Progressive Negative Reward for Cryptocurrency Trading. IEEE Access Kittiwin Kumlungmak, Peerapon Vateekul
2023	J	`jnl`	Real-Time Identification of Malignant Biliary Strictures on Cholangioscopy Images Using Explainable Convolutional Neural Networks With Heatmaps. IEEE Access Passakron Phuangthongkham, Phonthep Angsuwatcharakon, Santi Kulpatcharapong, Peerapon Vateekul, Rungsun Rerknimitr
2023	J	`jnl`	Real-time gastric intestinal metaplasia diagnosis tailored for bias and noisy-labeled data with multiple endoscopic imaging. Comput. Biol. Medicine Passin Pornvoraphat, Kasenee Tiankanon, Rapat Pittayanon, Phanukorn Sunthornwetchapong, Peerapon Vateekul, Rungsun Rerknimitr
2023	J	`jnl`	Spatio-Temporal PM2.5 Forecasting in Thailand Using Encoder-Decoder Networks. IEEE Access Natch Sirisumpun, Kritchart Wongwailikhit, Pisut Painmanakul, Peerapon Vateekul
2023	J	`jnl`	Sub-Seasonal Precipitation Bias-Correction in Thailand Using Attention U-Net With Seasonal and Meteorological Effects. IEEE Access Tanatorn Faijaroenmongkol, Kanoksri Sarinnapakorn, Peerapon Vateekul
2023	J	`jnl`	Towards improving the robustness of sequential labeling models against typographical adversarial examples using triplet loss. Nat. Lang. Eng. Can Udomcharoenchaikit, Prachya Boonkwan, Peerapon Vateekul
2022	J	`jnl`	A Summary of the ALQAC 2021 Competition. CoRR Ha-Thanh Nguyen, Minh-Quan Bui, Chau Nguyen, Tung Le, Nguyen Minh Phuong, Tran Binh Dang, Vuong Thi Hai Yen, Teeradaj Racharak, Nguyen Le Minh, Duc-Vu Tran, Phan Viet Anh, Nguyen Truong Son, Huy Tien Nguyen, Bhumindr Butr-indr, Peerapon Vateekul, Prachya Boonkwan
2022	—	`conf`	AI-Assisted Diagnosis of Dyssynergic Defecation Using Deep Learning Approach on Abdominal Radiography and Symptom Questionnaire. JCSSE Sornsiri Poovongsaroj, Pakkapon Rattanachaisit, Tanisa Patcharatrakul, Sutep Gonlachanvit, Peerapon Vateekul
2022	J	`jnl`	Enhancing Lifelong Language Learning by Improving Pseudo-Sample Generation. Comput. Linguistics Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
2022	J	`jnl`	Model-Based Approach on Multi-Agent Deep Reinforcement Learning With Multiple Clusters for Peer-To-Peer Energy Trading. IEEE Access Manassakan Sanayha, Peerapon Vateekul
2021	—	`conf`	A Summary of the ALQAC 2021 Competition. KSE Ha-Thanh Nguyen, Minh-Quan Bui, Chau Nguyen, Tung Le, Minh-Phuong Nguyen, Tran Binh Dang, Vuong Thi Hai Yen, Teeradaj Racharak, Nguyen Le Minh, Duc-Vu Tran, Phan Viet Anh, Nguyen Truong Son, Huy Tien Nguyen, Bhumindr Butr-indr, Peerapon Vateekul, Prachya Boonkwan
2021	—	`conf`	ESRA: Explainable Scientific Research Assistant. ACL (demo) Pollawat Hongwimol, Peeranuth Kehasukcharoen, Pasit Laohawarutchai, Piyawat Lertvittayakumjorn, Aik Beng Ng, Zhangsheng Lai, Timothy Liu, Peerapon Vateekul
2021	—	`conf`	Incorporating Prior Scientific Knowledge Into Deep Learning for Precipitation Nowcasting on Radar Images. JCSSE Pattarapong Danpoonkij, Nutnaree Kleawsirikul, Patamawadee Leepaisomboon, Natnapat Gaviphatt, Hidetomo Sakaino, Peerapon Vateekul
2021	—	`conf`	Precipitation Nowcasting Using Deep Learning on Radar Data Augmented with Satellite Data. IAIT Wikom Tosiri, Nutnaree Kleawsirikul, Patamawadee Leepaisomboon, Natnapat Gaviphatt, Hidetomo Sakaino, Peerapon Vateekul
2021	—	`conf`	Rational LAMOL: A Rationale-based Lifelong Learning Framework. ACL/IJCNLP (1) Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
2021	J	`jnl`	Stock Trend Prediction Using Deep Learning Approach on Technical Indicator and Industrial Specific Information. Inf. Kittisak Prachyachuwong, Peerapon Vateekul
2021	J	`jnl`	Transformer-Based Decoder Designs for Semantic Segmentation on Remotely Sensed Images. Remote. Sens. Teerapong Panboonyuen, Kulsawasd Jitkajornwanich, Siam Lawawirojwong, Panu Srestasathiern, Peerapon Vateekul
2020	—	`conf`	A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. ACIIDS (1) Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul
2020	J	`jnl`	Adversarial Evaluation of Robust Neural Sequential Tagging Methods for Thai Language. ACM Trans. Asian Low Resour. Lang. Inf. Process. Can Udomcharoenchaikit, Prachya Boonkwan, Peerapon Vateekul
2020	—	`conf`	Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks. ACIIDS (1) Sirichart Gobpradit, Peerapon Vateekul
2020	—	`conf`	Combining Angiodysplasia Classification and Segmentation on Capsule Endoscopy Images Using Attentional AlbuNet. ICCCM Sirichart Gobpradit, Peerapon Vateekul
2020	—	`conf`	Enhance Attentional LSTM Models for Power Consumption Forecasting Using Asymmetric Loss and Renewable Energy Factors. ICCCM Chukwan Siridhipakul, Peerapon Vateekul
2020	—	`conf`	Explainable Deep Learning for Thai Stock Market Prediction Using Textual Representation and Technical Indicators. ICCCM Tanawat Chiewhawan, Peerapon Vateekul
2020	—	`conf`	Machine Reading Comprehension on Multiclass Questions Using Bidirectional Attention Flow Models with Contextual Embeddings and Transfer Learning in Thai Corpus. ICCCM Theerit Lapchaicharoenkit, Peerapon Vateekul
2020	J	`jnl`	Semantic Labeling in Remote Sensing Corpora Using Feature Fusion-Based Enhanced Global Convolutional Network with High-Resolution Representations and Depthwise Atrous Convolution. Remote. Sens. Teerapong Panboonyuen, Kulsawasd Jitkajornwanich, Siam Lawawirojwong, Panu Srestasathiern, Peerapon Vateekul
2020	—	`conf`	Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference. ACIIDS (1) Tanawat Chiewhawan, Peerapon Vateekul
2019	J	`jnl`	A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. CoRR Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul
2019	—	`conf`	Combining Attentional CNN and GRU Networks for Ocean Current Prediction based on HF Radar Observations. ICCPR Nathachai Thongniran, Kulsawasd Jitkajornwanich, Siam Lawawirojwong, Panu Srestasathiern, Peerapon Vateekul
2019	—	`conf`	Improve Traffic Prediction Using Accident Embedding on Ensemble Deep Neural Networks. KST Wanida Liyong, Peerapon Vateekul
2019	J	`jnl`	Relation extraction between bacteria and biotopes from biomedical texts with attention mechanisms and domain-specific contextual representations. BMC Bioinform. Amarin Jettakul, Duangdao Wichadakul, Peerapon Vateekul
2019	J	`jnl`	Semantic Segmentation on Remotely Sensed Images Using an Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning. Remote. Sens. Teerapong Panboonyuen, Kulsawasd Jitkajornwanich, Siam Lawawirojwong, Panu Srestasathiern, Peerapon Vateekul
2019	J	`jnl`	Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations. CoRR Chanatip Saetia, Ekapol Chuangsuwanich, Tawunrat Chalothorn, Peerapon Vateekul
2019	—	`conf`	Spatio-Temporal Deep Learning for Ocean Current Prediction Based on HF Radar Data. JCSSE Nathachai Thongniran, Peerapon Vateekul, Kulsawasd Jitkajornwanich, Siam Lawawirojwong, Panu Srestasathiern
2018	—	`conf`	A Comparative Study on Various Deep Learning Techniques for Thai NLP Lexical and Syntactic Tasks on Noisy Data. JCSSE Amarin Jettakul, Chavisa Thamjarat, Kawin Liaowongphuthorn, Can Udomcharoenchaikit, Peerapon Vateekul, Prachya Boonkwan
2018	—	`conf`	Deep Learning Using Risk-Reward Function for Stock Market Prediction. CSAI/ICIMT Pisut Oncharoen, Peerapon Vateekul
2018	—	`conf`	Enhance Accuracy of Hierarchical Text Categorization Based on Deep Learning Network Using Embedding Strategies. JCSSE Chanatip Saetia, Peerapon Vateekul
2018	—	`conf`	Enhance Machine Reading Comprehension on Multiple Sentence Questions with Gated and Dense Coreference Information. JCSSE Nattachai Tretasayuth, Peerapon Vateekul, Prachya Boonkwan
2018	C	`conf`	Improving Short Text Classification Using Fast Semantic Expansion on Multichannel Convolutional Neural Network. SNPD Natthapat Sotthisopha, Peerapon Vateekul
2018	—	`conf`	Online Emerging Topic Detection on Twitter Using Random Forest with Stock Indicator Features. JCSSE Ekapop Verasakulvong, Peerapon Vateekul, Apivadee Piyatumrong, Chatchawal Sangkeettrakarn
2018	—	`conf`	Real-Time Polyps Segmentation for Colonoscopy Video Frames Using Compressed Fully Convolutional Network. MMM (1) Itsara Wichakam, Teerapong Panboonyuen, Can Udomcharoenchaikit, Peerapon Vateekul
2018	—	`conf`	Semantic Segmentation On Medium-Resolution Satellite Images Using Deep Convolutional Networks With Remote Sensing Derived Indices. JCSSE Sirinthra Chantharaj, Kissada Pornratthanapong, Pitchayut Chitsinpchayakun, Teerapong Panboonyuen, Peerapon Vateekul, Siam Lawawirojwong, Panu Srestasathiern, Kulsawasd Jitkajornwanich
2018	—	`conf`	Utilizing Twitter Data for Early Flood Warning in Thailand. IEEE BigData Kulsawasd Jitkajornwanich, Chanwit Kongthong, Nattaya Khongsoontornjaroen, Jeedapa Kaiyasuan, Siam Lawawirojwong, Panu Srestasathiern, Siwapon Srisonphan, Peerapon Vateekul
2017	—	`conf`	A character-level convolutional neural network with dynamic input length for Thai text categorization. KST Thanabhat Koomsubha, Peerapon Vateekul
2017	—	`conf`	An Enhanced Deep Convolutional Encoder-Decoder Network for Road Segmentation on Aerial Imagery. IC2IT Teerapong Panboonyuen, Peerapon Vateekul, Kulsawasd Jitkajornwanich, Siam Lawawirojwong
2017	—	`conf`	Applying One-Versus-One SVMs to classify multi-label data with large labels using spark. KST Suthipong Daengduang, Peerapon Vateekul
2017	—	`conf`	Fault detection for circulating water pump using time series forecasting and outlier detection. KST Manassakan Sanayha, Peerapon Vateekul
2017	—	`conf`	Ocean surface current prediction based on HF radar observations using trajectory-oriented association rule mining. IEEE BigData Kulsawasd Jitkajornwanich, Peerapon Vateekul, Upa Gupta, Teeranai Kormongkolkul, Arnon Jirakittayakorn, Siam Lawawirojwong, Siwapon Srisonphan
2017	—	`conf`	Partition-based overlapping clustering using cluster's parameters and relations. KST Tanawat Limungkura, Peerapon Vateekul
2017	J	`jnl`	Road Segmentation of Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields. Remote. Sens. Teerapong Panboonyuen, Kulsawasd Jitkajornwanich, Siam Lawawirojwong, Panu Srestasathiern, Peerapon Vateekul
2017	—	`conf`	Road map extraction from satellite imagery using connected component analysis and landscape metrics. IEEE BigData Kulsawasd Jitkajornwanich, Peerapon Vateekul, Teerapong Panboonyuen, Siam Lawawirojwong, Siwapon Srisonphan
2017	—	`conf`	Temporal kNN for short-term ocean current prediction based on HF radar observations. JCSSE Arnon Jirakittayakorn, Teeranai Kormongkolkul, Peerapon Vateekul, Kulsawasd Jitkajornwanich, Siam Lawawirojwong
2016	—	`conf`	A framework to detect unqualified restaurant reviews. KSE Boonjira Angsumalee, Natthapat Sotthisopha, Peerapon Vateekul
2016	—	`conf`	An adjustment strategy on multi-session EEG data for online left/right hand imagery classification. KST Sitthiphong Muthong, Peerapon Vateekul, Mana Sriyudthsak
2016	—	`conf`	Applying active learning strategy to classify large scale data with imbalanced classes. ICCAIS Phairod Tuntiwachiratrakun, Peerapon Vateekul
2016	—	`conf`	Combining deep convolutional networks and SVMs for mass detection on digital mammograms. KST Itsara Wichakam, Peerapon Vateekul
2016	—	`conf`	Enhance accuracy of partition-based overlapping clustering by exploiting benefit of distances between clusters. KSE Tanawat Limungkura, Peerapon Vateekul
2016	—	`conf`	Understanding knowledge areas in curriculum through text mining from course materials. TALE Kornraphop Kawintiranon, Peerapon Vateekul, Atiwong Suchato, Proadpran Punyabukkana
2015	—	`conf`	Item-Based Learning for Music Emotion Prediction Using EEG Data. PRIMA Workshops Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2014	—	`conf`	Controlling Quality of Water-Level Data in Thailand. ACIIDS (1) Pattarasai Markpeng, Piraya Wongnimmarn, Nattarat Champreeda, Peerapon Vateekul, Kanoksri Sarinnapakorn
2014	J	`jnl`	Hierarchical multi-label classification with SVMs: A case study in gene function prediction. Intell. Data Anal. Peerapon Vateekul, Miroslav Kubat, Kanoksri Sarinnapakorn
2014	—	`conf`	Label Correction Strategy on Hierarchical Multi-Label Classification. MLDM Thanawut Ananpiriyakul, Piyapan Poomsirivilai, Peerapon Vateekul
2013	J	`jnl`	Improving SVM Performance in Multi-Label Domains: Threshold Adjustment. Int. J. Artif. Intell. Tools Peerapon Vateekul, Sareewan Dendamrongvit, Miroslav Kubat
2011	J	`jnl`	Irrelevant attributes and imbalanced classes in multi-label text-categorization domains. Intell. Data Anal. Sareewan Dendamrongvit, Peerapon Vateekul, Miroslav Kubat
2009	—	`conf`	Fast Induction of Multiple Decision Trees in Text Categorization from Large Scale, Imbalanced, and Multi-label Data. ICDM Workshops Peerapon Vateekul, Miroslav Kubat
2009	—	`conf`	Tree-Based Approach to Missing Data Imputation. ICDM Workshops Peerapon Vateekul, Kanoksri Sarinnapakorn
2008	Misc	`conf`	A conflict-based confidence measure for associative classification. IRI Peerapon Vateekul, Mei-Ling Shyu