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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
  • 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) (2022). Semantic Knowledge Graphs for the News: A Review. ACM Computing Surveys.
  • Show author(s) (2021). Kvasir-Capsule, a video capsule endoscopy dataset. Scientific Data. 10 pages.
  • Show author(s) (2021). Emerging News task: Detecting emerging events from social media and news feeds. CEUR Workshop Proceedings.
  • 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) (2022). 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022. Springer.
  • 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) (2022). Multimodal Cheapfakes Detection by Utilizing Image Captioning for Global Context.
  • Show author(s) (2022). Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22.
  • Show author(s) (2022). ICDAR'22: Intelligent Cross-Data Analysis and Retrieval.
  • Show author(s) (2022). Hybrid Transformer Network for Deepfake Detection. 7 pages.
  • Show author(s) (2022). DeDigi: A Privacy-by-Design Platform for Image Forensics.
  • Show author(s) (2022). Adversarial Attacks on Deepfake Detectors: A Practical Analysis.
  • Show author(s) (2022). ACM Multimedia Grand Challenge on Detecting Cheapfakes.
  • Show author(s) (2022). A Textual-Visual-Entailment-based Unsupervised Algorithm for Cheapfake Detection.
  • Show author(s) (2022). A Combination of Visual-Semantic Reasoning and Text Entailment-based Boosting Algorithm for Cheapfake Detection.
  • Show author(s) (2021). Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21.
  • 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.
Other
  • Show author(s) (2021). MMSys’21 Grand Challenge on Detecting Cheapfakes.
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.
Interview Journal
  • Show author(s) (2022). An interview with associate professor Duc-Tien Dang-Nguyen. SIGMM Records.

More information in national current research information system (CRIStin)

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