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University of Bergen
Duc Tien Dang Nguyen's picture

Duc Tien Dang Nguyen

Associate Professor
Department of Information Science and Media Studies
Home Page
  • E-mailductien.dangnguyen@uib.no
  • Phone+47 55 58 91 73+47 904 09 598
  • Visitor Address
    Media City Bergen
    Lars Hilles gate 30
    5008 Bergen
    Room 
    02.121
  • Postal Address
    Postboks 7802
    5020 Bergen
Academic article
  • Show author(s) (2021). Kvasir-Capsule, a video capsule endoscopy dataset. Scientific Data. 10 pages.
  • Show author(s) (2020). Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. Lecture Notes in Computer Science (LNCS). 311-341.
  • Show author(s) (2020). Overview of ImageCLEF Lifelog 2020: Lifelog Moment Retrieval and Sport Performance Lifelog. CEUR Workshop Proceedings.
  • Show author(s) (2020). Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data. CEUR Workshop Proceedings.
  • Show author(s) (2020). Morphological filter detector for image forensics applications. IEEE Access. 13549-13560.
  • Show author(s) (2020). HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy. Scientific Data.
  • Show author(s) (2020). Duplicate Identification Algorithms in SaaS Platforms. ICDAR '20: Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop. 33-38.
  • Show author(s) (2019). Replay detection and multi-stream synchronization in CS:GO game streams using content-based image retrieval and image signature matching. CEUR Workshop Proceedings.
  • Show author(s) (2019). Predicting sperm motility and morphology using deep learning and handcrafted features. CEUR Workshop Proceedings.
  • Show author(s) (2019). Overview of mediaeval 2019: Insights for wellbeing task multimodal personal health lifelog data analysis. CEUR Workshop Proceedings.
  • Show author(s) (2019). Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval. CEUR Workshop Proceedings. 17 pages.
  • Show author(s) (2019). Medico multimedia task at mediaeval 2019. CEUR Workshop Proceedings.
  • Show author(s) (2019). LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System. CEUR Workshop Proceedings.
  • Show author(s) (2019). ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature. Lecture Notes in Computer Science (LNCS). 358-386.
  • Show author(s) (2019). ImageCLEF 2019: Multimedia retrieval in lifelogging, medical, nature, and security applications. Lecture Notes in Computer Science (LNCS). 301-308.
  • Show author(s) (2019). GameStory task at mediaeval 2019. CEUR Workshop Proceedings.
  • Show author(s) (2019). DCU team at the 2019 insight for wellbeing task: Multimodal personal health lifelog data analysis. CEUR Workshop Proceedings.
  • Show author(s) (2019). Comparing approaches to interactive lifelog search at the Lifelog Search challenge (LSC2018). ITE Transactions on Media Technology and Applications. 46-59.
  • Show author(s) (2019). Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task. Lecture Notes in Computer Science (LNCS). 16-28.
  • Show author(s) (2019). A Test Collection for Interactive Lifelog Retrieval. Lecture Notes in Computer Science (LNCS). 312-324.
  • Show author(s) (2019). A Baseline Interactive Retrieval Engine for Visual Lifelogs at the NTCIR-14 Lifelog-3 Task. Lecture Notes in Computer Science (LNCS). 29-41.
  • Show author(s) (2018). Transfer learning with prioritized classification and training dataset equalization for medical objects detection. CEUR Workshop Proceedings. 3 pages.
  • Show author(s) (2018). Team ORG @ GameStory task 2018. CEUR Workshop Proceedings. 3 pages.
  • Show author(s) (2018). Medico multimedia task at MediaEval 2018. CEUR Workshop Proceedings. 1-4.
  • Show author(s) (2018). GameStory task at MediaEval 2018. CEUR Workshop Proceedings. 1-4.
Report
  • Show author(s) (2018). Transfer Learning with Prioritized Classification and Training Dataset Equalization for Medical Objects Detection. .
  • Show author(s) (2018). Team ORG @ GameStory Task 2018. .
  • Show author(s) (2018). Medico Multimedia Task at MediaEval 2018. .
  • Show author(s) (2018). GameStory Task at MediaEval 2018. .
Academic lecture
  • Show author(s) (2021). Emerging News: Detecting emerging events from social media and news feeds.
Editorial
  • Show author(s) (2022). Preface. Lecture Notes in Computer Science (LNCS). xiii-xvi.
Academic anthology/Conference proceedings
  • Show author(s) (2019). LSC '19: Proceedings of the ACM Workshop on Lifelog Search Challenge. Association for Computing Machinery (ACM).
Academic chapter/article/Conference paper
  • Show author(s) (2020). PMData: a sports logging dataset. 6 pages.
  • Show author(s) (2020). Malware Detection Using System Logs.
  • Show author(s) (2020). Introduction to the Third Annual Lifelog Search Challenge (LSC’20). 2 pages.
  • Show author(s) (2020). ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. 9 pages.
  • Show author(s) (2020). An Active Learning Framework for Duplicate Detection in SaaS Platforms.
  • Show author(s) (2020). A Framework for Paper Submission Recommendation System.
  • Show author(s) (2019). Summarizing E-Sports Matches and Tournaments - The Example of Counter-Strike: Global Offensive. 6 pages.
  • Show author(s) (2019). LifeSeeker: Interactive Lifelog Search Engine at LSC 2019. 4 pages.
  • Show author(s) (2019). ACM Multimedia BioMedia 2019 Grand Challenge Overview. 5 pages.
Academic literature review
  • Show author(s) (2019). Image Retrieval Evaluation in Specific Domains. The Information Retrieval Series (IR). 275-305.
Chapter
  • Show author(s) (2021). Experiments in Lifelog Organisation and Retrieval at NTCIR. . In:
    • Show author(s) (2021). Evaluating Information Retrieval and Access Tasks. Springer.

More information in national current research information system (CRIStin)

Fields of competence 
Multimedia Forensics
Multimedia Retrieval
Data Science
Information and Communication Technology