Duc Tien Dang Nguyen
Associate Professor
- E-mailductien.dangnguyen@uib.no
- Phone+47 55 58 91 73+47 904 09 598
- Visitor AddressMedia City BergenLars Hilles gate 305008 BergenRoom02.121
- Postal AddressPostboks 78025020 Bergen
Academic article
- 2021. Kvasir-Capsule, a video capsule endoscopy dataset. Scientific Data.
- 2020. Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. Lecture Notes in Computer Science (LNCS). 311-341.
- 2020. Overview of ImageCLEF Lifelog 2020: Lifelog Moment Retrieval and Sport Performance Lifelog. CEUR Workshop Proceedings.
- 2020. Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data. CEUR Workshop Proceedings.
- 2020. Morphological filter detector for image forensics applications. IEEE Access. 13549-13560.
- 2020. HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy. Scientific Data.
- 2019. Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval. CEUR Workshop Proceedings. 17 pages.
- 2019. LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System. CEUR Workshop Proceedings.
- 2019. ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature. Lecture Notes in Computer Science (LNCS). 358-386.
- 2019. ImageCLEF 2019: Multimedia retrieval in lifelogging, medical, nature, and security applications. Lecture Notes in Computer Science (LNCS). 301-308.
- 2019. Comparing approaches to interactive lifelog search at the Lifelog Search challenge (LSC2018). ITE Transactions on Media Technology and Applications. 46-59.
- 2019. Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task. Lecture Notes in Computer Science (LNCS). 16-28.
- 2019. A Test Collection for Interactive Lifelog Retrieval. Lecture Notes in Computer Science (LNCS). 312-324.
- 2019. A Baseline Interactive Retrieval Engine for Visual Lifelogs at the NTCIR-14 Lifelog-3 Task. Lecture Notes in Computer Science (LNCS). 29-41.
- 2018. Transfer learning with prioritized classification and training dataset equalization for medical objects detection. CEUR Workshop Proceedings. 3 pages.
- 2018. Team ORG @ GameStory task 2018. CEUR Workshop Proceedings. 3 pages.
- 2018. Medico multimedia task at MediaEval 2018. CEUR Workshop Proceedings. 1-4.
- 2018. GameStory task at MediaEval 2018. CEUR Workshop Proceedings. 1-4.
Report
- 2018. Transfer Learning with Prioritized Classification and Training Dataset Equalization for Medical Objects Detection. .
- 2018. Team ORG @ GameStory Task 2018. .
- 2018. Medico Multimedia Task at MediaEval 2018. .
- 2018. GameStory Task at MediaEval 2018. .
Academic anthology/Conference proceedings
- 2019. LSC '19: Proceedings of the ACM Workshop on Lifelog Search Challenge. Association for Computing Machinery (ACM).
Academic chapter/article/Conference paper
- 2020. PMData: a sports logging dataset. 6 pages.
- 2020. Malware Detection Using System Logs.
- 2020. Introduction to the Third Annual Lifelog Search Challenge (LSC’20). 2 pages.
- 2020. ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. 9 pages.
- 2020. An Active Learning Framework for Duplicate Detection in SaaS Platforms.
- 2020. A Framework for Paper Submission Recommendation System.
- 2019. Summarizing E-Sports Matches and Tournaments - The Example of Counter-Strike: Global Offensive. 6 pages.
- 2019. LifeSeeker: Interactive Lifelog Search Engine at LSC 2019. 4 pages.
- 2019. ACM Multimedia BioMedia 2019 Grand Challenge Overview. 5 pages.
Academic literature review
- 2019. Image Retrieval Evaluation in Specific Domains. The Information Retrieval Series (IR). 275-305.
Chapter
- 2021. Experiments in Lifelog Organisation and Retrieval at NTCIR. . In:
- 2021. Evaluating Information Retrieval and Access Tasks. Springer.
More information in national current research information system (CRIStin)
Fields of competence