VALY Dona
ITC
Computer Vision, Natural Language Processing
h-index: 9Citations: 281
Publications (67)
- Assessing the Viability of an OBDA Approach to Integrating Databases into a Virtual Knowledge Graph for Research Management at ITCORBi (University of Liège) · 2026 — Phearun Ol, Deperias Kerre, Christophe Debruyne, Sotheany Nou
- Reverse Procedure for Lost Track Recovery in Multi-Object TrackingJournal of Intelligent Media Computing · 2026 — Lymonyratanak Hiek, Sotheany Nou
- Enhancing Skeleton Representation by Optimizing Shift-GCN Graph Topologies for Real-Time Pose-Based Human Activity Recognition15th Scientific Day · 2026
- Next-Stroke Prediction for Khmer Online Handwriting Using Recurrent Neural Network15th Scientific Day · 2026
- Real-Time AI Vision for Crop-weed Detection in Smart Autonomous Agriculture15th Scientific Day · 2026
- Building A Khmer Chatbot And Its Dataset Using Seallm15th Scientific Day · 2026
- Information Retrieval for Khmer: Comparative Analysis of BM25, Dense, and Hybrid Retrieval Approaches15th Scientific Day · 2026
- KhmerBERT: A Khmer-Specific Foundation Model for Multi-Task Natural Language Understanding15th Scientific Day · 2026
- Multi-Agent System (MAS) for Sentiment Analysis: A Study on Students' Perceptual Concept on Blended Learning15th Scientific Day · 2026
- A Two-Stage Hybrid Framework for Student Profiling: Integrating Supervised Feature Selection with Bipartite Network Analysis and Explainable AI on ITC Engineering Student Data15th Scientific Day · 2026
- A Knowledge Graph Approach for Institutional Research Data Integration in Research Management Systems15th Scientific Day · 2026
- An LLM-Based Approach to Extracting In-Demand Job Skills for AI- Powered Curriculum Enhancement15th Scientific Day · 2026
- A Recall-Oriented Learning Analytics Framework for Early Identification of At-Risk Students in Blended Learning Environments Toward Sustainable EducationTechno-Science Research Journal · 2026 — Chentra Pen, Sokkhey Phauk, Sothea Has
- A Computational Approach to Labor Market Analytics: Analyzing Skill Trends in Cambodia Using an LLM-Based PipelineTechno-Science Research Journal · 2026 — Sela Songeam, Sothea Has
- Recognizing Khmer Handwritten Digits with the Power of Sequential RNNsTechno-Science Research Journal · 2026 — Kimlong Ngin, Kimhor Phoeurn, Seyha Va, Bunkhloem Pel, Kana Ty, Sambat Yin, Rotha Pho
- An Explainable Hybrid Machine Learning Framework for Student Profiling and Feature Attribution in Mathematics Achievement: Analysis of Cambodian High SchoolsTechno-Science Research Journal · 2026 — Tong Ly, Sokkhey Phauk, Sothea Has
- KVerifyID: A Hybrid Multimodal Approach for Khmer Online Writer VerificationTechno-Science Research Journal · 2026 — Kimlong Ngin, Sokkhey Phauk, Vannaro Pin, Bamnang Yin, Seangleng Ny, Saron Pen
- KhmerWriterID: Toward Robust Khmer Writer Verification Using Deep Learning: CNN, RNN, and Hybrid ApproachesIEEE Access · 2026 — Kimlong Ngin, Phauk Sokkhey, Vannaro Pin, Bamnang Yin, Sokroeurn Ang
- Online Handwriting Identification from Khmer Script Using a Deep Learning Approach with KhNetLecture notes in networks and systems · 2026 — Kimlong Ngin
- Handwritten Khmer Digit Recognition Using Sequential RNN Models14th Scientific Day · 2025
- Lip-Synchronized Talking Avatar Generation for Khmer Language Using Audio-to- Landmark Modeling14th Scientific Day · 2025
- AI-Based Skill Trend Analysis: Enhancing Job Market Insights and Curriculum Development in Cambodia14th Scientific Day · 2025
- Applying Deep Learning Approaches to Khmer Speech Recognition and Text-to-Speech in Conversational Domains14th Scientific Day · 2025
- Harnessing Predictive Analytic for Detecting Students’ Learning and Behavioral Engagement in ITC Moodle Platform14th Scientific Day · 2025
- Uncovering Factors Contributing to Cambodian High School Students’ Mathematics Achievement through Machine Learning Algorithms14th Scientific Day · 2025
- Synthetic Data and Deep Learning for Bilingual Text Detection in Low-Resource Khmer-English Scenes2025 — Vichet Sreng, Sarot Srang, Phang Chhay, Sophannet Phan, Sokhunraksmey Thuol
- Writer Identification in Khmer Handwriting Using Recurrent Neural Networks2025 — Kimlong Ngin, Phauk Sokkhey, Sokroeurn Ang, Seangleng Ny
- Security Management of Reputation Records in the Self-Sovereign Identity Network for the Trust EnhancementTechno-Science Research Journal · 2025 — Selasak Song, Dara Tith
- The Power of Visual Storytelling: A Deep Learning Framework for Educational InfluenceInternational Journal of Intelligent Systems and Applications in Engineering · 2024 — Sendhil Kumar K. S., Sarot Srang
- Security Management of Reputation Records in the Self-Sovereign Identity Network for the Trust Enhancement13th Scientific Day · 2024
- A Blockchain-based Approach For A Dynamic Access Permission in Self-Sovereign Identity13th Scientific Day · 2024
- Enhancing Word Spotting Accuracy for Khmer Printed Documents13th Scientific Day · 2024
- A Comparative Study Between Machine Learning and Deep Learning Approaches for Predicting Student Dropouts13th Scientific Day · 2024
- Bus Arrival Time Prediction Using Machine Learning Approaches13th Scientific Day · 2024
- Exploring Deep Learning Techniques for Khmer Language: Fine-Tuning Models for Chatbot Tasks13th Scientific Day · 2024
- CNN-based Reinforcement Learning with Policy Gradient for Khmer Chess13th Scientific Day · 2024
- Utilizing Online Khmer Handwritten Text Recognition for Educational Assistance13th Scientific Day · 2024
- A deep learning approach for identifying individuals based on their handwriting2024
- Word Spotting on Khmer Palm Leaf Manuscript DocumentsTechno-Science Research Journal · 2024 — Vannkinh Nom, Phauk Sokkhey, Seng Hak Leng
- Text Image Reconstruction and Reparation for Khmer Historical DocumentTechno-Science Research Journal · 2024 — Chanchen Pork, Phauk Sokkhey
- Fine-Tuning for Question Answering in Low-Resource Languages: A Case Study on Khmer2024 — Kyanh Ly, Phutphalla Kong
- Masked Language Modeling for Khmer Palm Leaf Manuscript12th Scientific Day · 2023
- Implementation of Mobile Digital Wallet for Self-Sovereign Identity in Healthcare12th Scientific Day · 2023
- Guardian-Centric Self-Sovereign Identity for Healthcare Credential Management12th Scientific Day · 2023
- Reputation Model for Trust-Based Policy in Self-Sovereign Identity Systems for Healthcare12th Scientific Day · 2023
- Air Handwriting Recognition for Khmer Characters12th Scientific Day · 2023
- Plagiarism Detection System for Khmer Language12th Scientific Day · 2023
- Text Image Reconstruction and Reparation for Khmer Historical Document12th Scientific Day · 2023
- Word Spotting on Khmer Palm Leaf Manuscript Documents12th Scientific Day · 2023
- Evaluating Text-to-Image GANs Performance: A Comparative Analysis of Evaluation MetricsInternational Journal on Recent and Innovation Trends in Computing and Communication · 2023 — K. Dinesh Kumar, Sarot Srang
- People Tracking and Re-Identifying in Distributed Contexts: Extension of PoseTReIDarXiv · 2022
- People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID2022 — Ratha Siv, Matei Mancaş, Bernard Gosselin, Sokchenda Sreng
- Encoder-Decoder Language Model for Khmer Handwritten Text Recognition in Historical Documents2022 — Seanghort Born, Phutphalla Kong
- A Review of Generative Adversarial Networks (GANs) for Technology-Assisted Learning: Solving Teaching and Learning Challenges2022 International Conference on Automation, Computing and Renewable Systems (ICACRS) · 2022 — K. Dinesh Kumar, Sarot Srang
- Document image analysis and text recognition on Khmer historical manuscriptsDIAL (Catholic University of Leuven) · 2020
- Data Augmentation and Text Recognition on Khmer Historical Manuscripts2020 — Michel Verleysen, Sophea Chhun
- Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model2019 — Michel Verleysen, Sophea Chhun
- Benchmarking of Document Image Analysis Tasks for Palm Leaf Manuscripts from Southeast AsiaJournal of Imaging · 2018 — Made Windu Antara Kesiman, Jean-Christophe Burie, Erick Paulus, Mira Suryani, Hadi Setiawan, Michel Verleysen, Sophea Chhun, Jean-Marc Ogier
- ICFHR 2018 Competition On Document Image Analysis Tasks for Southeast Asian Palm Leaf Manuscripts2018 — Made Windu Antara Kesiman, Jean Christophe Burie, Erick Paulus, Mira Suryani, Hadi Setiawan, Michel Verleysen, Sophea Chhun, Jean-Marc Ogier
- Character and Text Recognition of Khmer Historical Palm Leaf Manuscripts2018 — Michel Verleysen, Sophea Chhun, Jean-Christophe Burie
- Line segmentation for grayscale text images of khmer palm leaf manuscripts2017 — Michel Verleysen, Kimheng Sok
- A New Khmer Palm Leaf Manuscript Dataset for Document Analysis and Recognition2017 — Michel Verleysen, Sophea Chhun, Jean-Christophe Burie
- Line Segmentation Approach for Ancient Palm Leaf Manuscripts Using Competitive Learning Algorithm2016 — Michel Verleysen, Kimheng Sok
- ICFHR2016 Competition on the Analysis of Handwritten Text in Images of Balinese Palm Leaf Manuscripts2016 — Jean-Christophe Burie, Mickaël Coustaty, Hadi Setiawan, Made Windu Antara Kesiman, Jean-Marc Ogier, Erick Paulus, Kimheng Sok, I Made Gede Sunarya
- ICFHR 2016 Competition on the Analysis of Handwritten Text in Images of Balinese Palm Leaf ManuscriptsHAL (Le Centre pour la Communication Scientifique Directe) · 2016 — Jean-Christophe Burie, Mickaël Coustaty, Hadi Setiawan, Made Windu Antara Kesiman, Jean-Marc Ogier, Erick Paulus, Kimheng Sok, I Made Gede Sunarya
- Southeast Asian palm leaf manuscript images: a review of handwritten text line segmentation methods and new challengesJournal of Electronic Imaging · 2016 — Made Windu Antara Kesiman, Jean-Christophe Burie, Erick Paulus, I Made Gede Sunarya, Hadi Setiawan, Kim Heng Sok, Jean-Marc Ogier
- Khmer Optical Character Recognition Using Zernike MomentDigital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) · 2015 — Porchourng Chuor, Michel Verleysen