Hjem
Duc Tien Dang Nguyens bilde

Duc Tien Dang Nguyen

Førsteamanuensis
  • E-postductien.dangnguyen@uib.no
  • Telefon+47 55 58 91 73
  • Besøksadresse
    Fosswinckels gate 6
    Lauritz Meltzers hus
    5007 Bergen
  • Postadresse
    Postboks 7802
    5020 Bergen
Vitenskapelig artikkel
  • Vis forfatter(e) (2023). Visual User-Generated Content Verification in Journalism: An Overview. IEEE Access. 6748-6769.
  • Vis forfatter(e) (2023). Trustworthy journalism through AI. Data & Knowledge Engineering.
  • Vis forfatter(e) (2023). Practical Analyses of How Common Social Media Platforms and Photo Storage Services Handle Uploaded Images. Lecture Notes in Computer Science (LNCS). 164-176.
  • Vis forfatter(e) (2023). Deepfake Detection: Analyzing Model Generalization Across Architectures, Datasets, and Pre-Training Paradigms. IEEE Access. 1880-1908.
  • Vis forfatter(e) (2023). Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021. IEEE Access. 30982-30995.
  • Vis forfatter(e) (2022). Semantic Knowledge Graphs for the News: A Review. ACM Computing Surveys. 1-38.
  • Vis forfatter(e) (2022). Overview of MediaEval 2022 Urban Air: Urban Life and Air Pollution. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2022). News Images in MediaEval 2022. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2021). Overview of Insight for Wellbeing Task at MediaEval 2021: Cross-Data Analytics for Transboundary Haze Prediction. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2021). News Images in MediaEval 2021. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2021). Kvasir-Capsule, a video capsule endoscopy dataset. Scientific Data. 10 sider.
  • Vis forfatter(e) (2021). Emotional Mario Task at MediaEval 2021. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2021). Emerging News task: Detecting emerging events from social media and news feeds. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2020). Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. Lecture Notes in Computer Science (LNCS). 311-341.
  • Vis forfatter(e) (2020). Overview of MediaEval 2020 Insights for Wellbeing: Multimodal Personal Health Lifelog Data Analysis. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2020). Overview of ImageCLEF Lifelog 2020: Lifelog Moment Retrieval and Sport Performance Lifelog. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2020). Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2020). Morphological filter detector for image forensics applications. IEEE Access. 13549-13560.
  • Vis forfatter(e) (2020). HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy. Scientific Data.
  • Vis forfatter(e) (2020). Duplicate Identification Algorithms in SaaS Platforms. ICDAR '20: Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop. 33-38.
  • Vis forfatter(e) (2019). Replay detection and multi-stream synchronization in CS:GO game streams using content-based image retrieval and image signature matching. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2019). Predicting sperm motility and morphology using deep learning and handcrafted features. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2019). Overview of mediaeval 2019: Insights for wellbeing task multimodal personal health lifelog data analysis. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2019). Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval. CEUR Workshop Proceedings. 17 sider.
  • Vis forfatter(e) (2019). Medico multimedia task at mediaeval 2019. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2019). LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2019). ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature. Lecture Notes in Computer Science (LNCS). 358-386.
  • Vis forfatter(e) (2019). ImageCLEF 2019: Multimedia retrieval in lifelogging, medical, nature, and security applications. Lecture Notes in Computer Science (LNCS). 301-308.
  • Vis forfatter(e) (2019). GameStory task at mediaeval 2019. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2019). DCU team at the 2019 insight for wellbeing task: Multimodal personal health lifelog data analysis. CEUR Workshop Proceedings.
  • Vis forfatter(e) (2019). Comparing approaches to interactive lifelog search at the Lifelog Search challenge (LSC2018). ITE Transactions on Media Technology and Applications. 46-59.
  • Vis forfatter(e) (2019). Advances in Lifelog Data Organisation and Retrieval at the NTCIR-14 Lifelog-3 Task. Lecture Notes in Computer Science (LNCS). 16-28.
  • Vis forfatter(e) (2019). A Test Collection for Interactive Lifelog Retrieval. Lecture Notes in Computer Science (LNCS). 312-324.
  • Vis forfatter(e) (2019). A Baseline Interactive Retrieval Engine for Visual Lifelogs at the NTCIR-14 Lifelog-3 Task. Lecture Notes in Computer Science (LNCS). 29-41.
  • Vis forfatter(e) (2018). Transfer learning with prioritized classification and training dataset equalization for medical objects detection. CEUR Workshop Proceedings. 3 sider.
  • Vis forfatter(e) (2018). Team ORG @ GameStory task 2018. CEUR Workshop Proceedings. 3 sider.
  • Vis forfatter(e) (2018). Medico multimedia task at MediaEval 2018. CEUR Workshop Proceedings. 1-4.
  • Vis forfatter(e) (2018). GameStory task at MediaEval 2018. CEUR Workshop Proceedings. 1-4.
Rapport
  • Vis forfatter(e) (2018). Transfer Learning with Prioritized Classification and Training Dataset Equalization for Medical Objects Detection. .
  • Vis forfatter(e) (2018). Team ORG @ GameStory Task 2018. .
  • Vis forfatter(e) (2018). Medico Multimedia Task at MediaEval 2018. .
  • Vis forfatter(e) (2018). GameStory Task at MediaEval 2018. .
Vitenskapelig foredrag
  • Vis forfatter(e) (2023). Visual User Content Generated Verification – An Overview.
  • Vis forfatter(e) (2023). FotoVerifier: Strengthening Fact-checking Workflows with Tailor-made Image Verification Algorithms.
  • Vis forfatter(e) (2022). Discovering hidden information from a photo.
  • Vis forfatter(e) (2021). Emerging News: Detecting emerging events from social media and news feeds.
Leder
  • Vis forfatter(e) (2023). Advances in lifelog retrieval at the lifelog search challenge 2021 . Multimedia Tools and Applications.
  • Vis forfatter(e) (2022). Preface. Lecture Notes in Computer Science (LNCS). xiii-xvi.
Vitenskapelig antologi/Konferanseserie
  • Vis forfatter(e) (2023). MultiMedia Modeling: 29th International Conference, MMM 2023, Bergen, Norway, January 9–12, 2023, Proceedings, Part II. Springer.
  • Vis forfatter(e) (2023). LSC '23: Proceedings of the 6th Annual ACM Lifelog Search Challenge. Association for Computing Machinery (ACM).
  • Vis forfatter(e) (2023). ICDAR’23: Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval. Association for Computing Machinery (ACM).
  • Vis forfatter(e) (2023). Grand Challenge On Detecting Cheapfakes. IEEE conference proceedings.
  • Vis forfatter(e) (2023). Editorial: Recent trends in multimedia forensics and visual content verification . Frontiers Media S.A..
  • Vis forfatter(e) (2022). MultiMedia Modeling : 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part II. Springer.
  • Vis forfatter(e) (2019). LSC '19: Proceedings of the ACM Workshop on Lifelog Search Challenge. Association for Computing Machinery (ACM).
Intervju
  • Vis forfatter(e) (2023). An interview about “Deepfakes”.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Vis forfatter(e) (2023). LifeLens: Transforming Lifelog Search with Innovative UX/UI Design. 0 sider.
  • Vis forfatter(e) (2023). Leveraging Cross-Modals for Cheapfakes Detection. 9 sider.
  • Vis forfatter(e) (2023). Detecting Out-of-Context Image-Caption Pair in News: A Counter-Intuitive Method. 7 sider.
  • Vis forfatter(e) (2023). Detecting Cheapfakes using Self-Query Adaptive-Context Learning. 4 sider.
  • Vis forfatter(e) (2022). Multimodal Cheapfakes Detection by Utilizing Image Captioning for Global Context. 8 sider.
  • Vis forfatter(e) (2022). Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22. 3 sider.
  • Vis forfatter(e) (2022). ICDAR'22: Intelligent Cross-Data Analysis and Retrieval.
  • Vis forfatter(e) (2022). Hybrid Transformer Network for Deepfake Detection. 7 sider.
  • Vis forfatter(e) (2022). DeDigi: A Privacy-by-Design Platform for Image Forensics. 5 sider.
  • Vis forfatter(e) (2022). Adversarial Attacks on Deepfake Detectors: A Practical Analysis. 13 sider.
  • Vis forfatter(e) (2022). A Textual-Visual-Entailment-based Unsupervised Algorithm for Cheapfake Detection.
  • Vis forfatter(e) (2022). A Combination of Visual-Semantic Reasoning and Text Entailment-based Boosting Algorithm for Cheapfake Detection.
  • Vis forfatter(e) (2021). Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21.
  • Vis forfatter(e) (2020). PMData: a sports logging dataset. 6 sider.
  • Vis forfatter(e) (2020). Malware Detection Using System Logs.
  • Vis forfatter(e) (2020). Introduction to the Third Annual Lifelog Search Challenge (LSC’20). 2 sider.
  • Vis forfatter(e) (2020). ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. 9 sider.
  • Vis forfatter(e) (2020). An Active Learning Framework for Duplicate Detection in SaaS Platforms.
  • Vis forfatter(e) (2020). A Framework for Paper Submission Recommendation System.
  • Vis forfatter(e) (2019). Summarizing E-Sports Matches and Tournaments - The Example of Counter-Strike: Global Offensive. 6 sider.
  • Vis forfatter(e) (2019). LifeSeeker: Interactive Lifelog Search Engine at LSC 2019. 4 sider.
  • Vis forfatter(e) (2019). ACM Multimedia BioMedia 2019 Grand Challenge Overview. 5 sider.
  • Vis forfatter(e) (2016). Building a disclosed lifelog dataset: challenges, principles and processes.
Annet
  • Vis forfatter(e) (2021). MMSys’21 Grand Challenge on Detecting Cheapfakes.
Vitenskapelig oversiktsartikkel/review
  • Vis forfatter(e) (2019). Image Retrieval Evaluation in Specific Domains. The Information Retrieval Series (IR). 275-305.
Innledning
  • Vis forfatter(e) (2023). Introduction to the Sixth Annual Lifelog Search Challenge, LSC’23. 678-679.
  • Vis forfatter(e) (2023). ICDAR’23: Intelligent Cross-Data Analysis and Retrieval. 674-675.
Faglig kapittel
  • Vis forfatter(e) (2021). Experiments in Lifelog Organisation and Retrieval at NTCIR. . I:
    • Vis forfatter(e) (2021). Evaluating Information Retrieval and Access Tasks. Springer.
Intervju tidsskrift
  • Vis forfatter(e) (2022). An interview with associate professor Duc-Tien Dang-Nguyen. SIGMM Records.

Se fullstendig oversikt over publikasjoner i CRIStin.