Minh-Son Dao

163 papers A* 8A 1B 37C 6Misc 3Journal 26Unranked 72
YearRankTypeTitle / Venue / Authors
2026 A conf
Intelligent Tutoring in a Driving Simulator: Enhancing Driving Proficiency With AI-Driven Skill Assessment and Personalized Coaching Generation.
IUI
Wenbin Gan, Minh-Son Dao, Do-Van Nguyen, Sadanori Ito, Koji Zettsu
2026 — conf
SearchLLM: Detecting LLM Paraphrased Text by Measuring the Similarity with Regeneration of the Candidate Source via Search Engine.
EACL (Volume 1: Long Papers)
Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu
2026 J jnl
SearchLLM: Detecting LLM Paraphrased Text by Measuring the Similarity with Regeneration of the Candidate Source via Search Engine.
CoRR
Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu
2026 J jnl
SelfDistillCore: a federated learning framework with sparse updates and historical knowledge integration.
PeerJ Comput. Sci.
Duy-Dong Le, Tuong-Nguyen Huynh, Minh-Son Dao, Anh-Khoa Tran, Pham The Bao
2025 — conf
Bridging Video and Symbols: A Hybrid AI for Edge Traffic-Risk Reasoning.
ICMI Companion
Minh-Son Dao, Phuong Thi Mai Nguyen, Swe Nwe Nwe Htun, Koji Zettsu
2025 J jnl
Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios.
CoRR
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2025 — conf
E-FreeM2: Efficient Training-Free Multi-Scale and Cross-Modal News Verification via MLLMs.
SCID@AsiaCCS
Van-Hoang Phan, Long-Khanh Pham, Dang Vu, Anh-Duy Tran, Minh-Son Dao
2025 J jnl
E-FreeM2: Efficient Training-Free Multi-Scale and Cross-Modal News Verification via MLLMs.
CoRR
Van-Hoang Phan, Long-Khanh Pham, Dang Vu, Anh-Duy Tran, Minh-Son Dao
2025 B conf
Efficient Neuro-Symbolic Predictive Modeling for Near-Miss Accident Detection in High-Velocity Video Streams.
IEEE Big Data
Phuong Thi Mai Nguyen, Minh-Son Dao, Swe Nwe Nwe Htun, Koji Zettsu
2025 B conf
FSBridge: Bridging Federated and Split Learning for Next-Generation Edge AI.
IJCNN
Tran Anh Khoa, Minh-Son Dao, Koji Zettsu
2025 A* conf
Fact-Checking at Scale: Multimodal AI for Authenticity and Context Verification in Online Media.
ACM Multimedia
Van-Hoang Phan, Tung-Duong Le-Duc, Long-Khanh Pham, Anh-Thu Le, Quynh-Huong Dinh-Nguyen, Dang-Quan Vo, Hoang-Quoc Nguyen-Son, Anh-Duy Tran, Dang Vu, Minh-Son Dao
2025 B conf
HCMCTrafficDataset: Enabling Smart Mobility Solutions for Motorcycle-Dense Cities with Limited Infrastructure.
IEEE Big Data
Quoc-Khanh-Tuyen Nguyen, Duy-Dong Le, Minh-Son Dao
2025 B conf
ICDAR 25: Intelligent Cross-Data Analysis and Retrieval.
ICMR
Takahiro Komamizu, Marc A. Kastner, Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Son N. Tran
2025 — conf
Invited Paper: A Practical Framework for Encrypted Medical Prediction using Blockchain-Anchored Key Management System.
SCID@AsiaCCS
Rafik Hamza, Minh-Son Dao
2025 B conf
Knowledge Graphs and Fine-Grained Visual Features: A Potent Duo Against Cheapfakes.
ICMI
Tuan-Vinh La, Minh-Hieu Nguyen, Minh-Son Dao
2025 J jnl
Multimodal scene-graph matching for cheapfakes detection.
Int. J. Multim. Inf. Retr.
Minh-Tam Nguyen, Quynh T. Nguyen, Minh-Son Dao, Binh T. Nguyen
2025 J jnl
Periodic-confidence: a null-invariant measure to discover partial periodic patterns in non-uniform temporal databases.
Int. J. Data Sci. Anal.
Rage Uday Kiran, Vipul Chhabra, Saideep Chennupati, Krishna Reddy Polipalli, Minh-Son Dao, Koji Zettsu
2025 — ed.
Proceedings of the 6th Workshop on Intelligent Cross-Data Analysis and Retrieval, ICDAR 2025, Chicago, IL, USA, 30 June 2025- 3 July 2025
ICDAR@ICMR
Takahiro Komamizu, Marc A. Kastner, Minh-Son Dao
2025 B conf
ROAD-6: A Diverse Dataset for Unexpected Hazard Recognition in Autonomous Vehicles.
ICMR
Shehzad Ali, Md Tanvir Islam, Minh-Son Dao, Ik Hyun Lee, Shuai Liu, Khan Muhammad
2025 — conf
Scalable Federated Split Learning for Smart Mobile and IoT Devices.
FedEdge-AI@MobiCom
Pham Duy Thanh, Tran Anh Khoa, Minh-Son Dao, Koji Zettsu
2025 B conf
Simulated Insight, Real-World Impact: Enhancing Driving Safety with CARLA-Simulated Personalized Lessons and Eye-Tracking Risk Coaching.
ICMI
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2025 — conf
Smart Driving Assistance with Real-Time Risk Assessment and Personalized Driving Coaching to Enhance Road Safety.
MMM (5)
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2025 A* conf
The 2025 Grand Challenge on Multimedia Verification: Foundations and Overview.
ACM Multimedia
Duc-Tien Dang-Nguyen, Morten Dahlback Langfeldt, Henrik Brattli Vold, Silje Førsund, Minh-Son Dao, Sohail Ahmed Khan, Kha-Luan Pham, Marc Gallofré Ocaña, Minh-Triet Tran, Anh-Duy Tran
2025 A* conf
Towards Hazardous Activity Recognition for A Novel Real-World Dataset.
ACM Multimedia
Shehzad Ali, Md Tanvir Islam, Ik Hyun Lee, Mingfu Xiong, Minh-Son Dao, Saeed Anwar, Sambit Bakshi, Khan Muhammad
2024 B conf
Clustering-Enhanced Reinforcement Learning for Adaptive Offloading in Resource-Constrained Devices.
SMARTCOMP
Tran Anh Khoa, Minh-Son Dao, Do-Van Nguyen, Koji Zettsu
2024 B conf
Detecting Out-of-Context Media with LLaMa-Adapter V2 and RoBERTa: An Effective Method for Cheapfakes Detection.
ICMR
Hoa-Vien Vo-Hoang, Long-Khanh Pham, Minh-Son Dao
2024 — conf
Digital Twin Orchestration: Framework and Smart City Applications.
AI4DT&CP@IJCAI
Do-Van Nguyen, Minh-Son Dao, Koji Zettsu
2024 — conf
Drive-CLIP: Cross-Modal Contrastive Safety-Critical Driving Scenario Representation Learning and Zero-Shot Driving Risk Analysis.
MMM (2)
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2024 J jnl
Exploring Convolutional Neural Network Architectures for EEG Feature Extraction.
Sensors
Ildar Rakhmatulin, Minh-Son Dao, Amir Nassibi, Danilo P. Mandic
2024 B conf
ICDAR 24: Intelligent Cross-Data Analysis and Retrieval.
ICMR
Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Hanh-Nhi Tran, Rage Uday Kiran, Takahiro Komamizu
2024 B conf
Near-Miss Accident Prediction on the Edge: A Real-Time System for Safer Driving.
ICMR
Minh-Son Dao, Koji Zettsu
2024 B conf
Overview of the Grand Challenge on Detecting Cheapfakes at ACM ICMR 2024.
ICMR
Duc-Tien Dang-Nguyen, Sohail Ahmed Khan, Michael Riegler, Pål Halvorsen, Anh-Duy Tran, Minh-Son Dao, Minh-Triet Tran
2024 A* conf
SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation.
EMNLP
Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu
2024 B conf
Spatial-temporal Graph Transformer Network for Spatial-temporal Forecasting.
IEEE Big Data
Minh-Son Dao, Koji Zettsu, Duy-Tang Hoang
2024 B conf
TeGA: A Text-Guided Generative-based Approach in Cheapfake Detection.
ICMR
Anh-Thu Le, Minh-Dat Nguyen, Minh-Son Dao, Anh-Duy Tran, Duc-Tien Dang-Nguyen
2024 — ed.
The Fifth Workshop on Intelligent Cross-Data Analysis and Retrieval, ICDAR 2024, Phuket, Thailand, June 10-14, 2024
ICDAR@ICMR
Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Hanh-Nhi Tran, Rage Uday Kiran, Takahiro Komamizu
2024 B conf
xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction.
MDM
Huy Quang Ung, Hao Niu, Minh-Son Dao, Shinya Wada, Atsunori Minamikawa
2024 J jnl
xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction.
CoRR
Huy Quang Ung, Hao Niu, Minh-Son Dao, Shinya Wada, Atsunori Minamikawa
2023 — conf
A Cross-modal Attention Model for Fine-Grained Incident Retrieval from Dashcam Videos.
MMM (1)
Dinh-Duy Pham, Minh-Son Dao, Thanh-Binh Nguyen
2023 B conf
AOP: Towards Adaptive Offloading Point Approach in a Federated Learning Framework for Edge AI Applications.
ICPADS
Tran Anh Khoa, Do-Van Nguyen, Minh-Son Dao, Koji Zettsu
2023 — conf
Air Pollution Forecasting Using Multimodal Data.
IEA/AIE (2)
Minh-Anh Ton-Thien, Chuong Thi Nguyen, Quang M. Le, Dat Q. Duong, Minh-Son Dao, Binh T. Nguyen
2023 J jnl
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style Translation.
CoRR
Hilmil Pradana, Minh-Son Dao, Koji Zettsu
2023 — conf
Detecting Cheapfakes using Self-Query Adaptive-Context Learning.
ICDAR@ICMR
Kha-Luan Pham, Manh-Thien Nguyen, Anh-Duy Tran, Minh-Son Dao, Duc-Tien Dang-Nguyen
2023 — conf
Federated Learning in Smart Agriculture: An Overview.
KSE
Duy-Dong Le, Minh-Son Dao, Anh-Khoa Tran, Thai-Binh Nguyen, Hong-Gam Le-Thi
2023 B conf
Fostering Innovation in Urban Transportation Risk Management: A Multi-Sector Collaborative Benchmarking Platform.
IEEE Big Data
Minh-Son Dao, Huy Quang Ung, Sadanori Ito, Shinya Wada, Koji Zettsu
2023 J jnl
Grand Challenge On Detecting Cheapfakes.
CoRR
Duc-Tien Dang-Nguyen, Sohail Ahmed Khan, Cise Midoglu, Michael Riegler, Pål Halvorsen, Minh-Son Dao
2023 J jnl
HDSHUI-miner: a novel algorithm for discovering spatial high-utility itemsets in high-dimensional spatiotemporal databases.
Appl. Intell.
Rage Uday Kiran, Pamalla Veena, Penugonda Ravikumar, Bathala Venus Vikranth Raj, Minh-Son Dao, Koji Zettsu, Sai Chithra Bommisetti
2023 B conf
ICDAR'23: Intelligent Cross-Data Analysis and Retrieval.
ICMR
Guillaume Habault, Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Yuta Nakashima, Cathal Gurrin
2023 — conf
Leveraging Knowledge Graphs for CheapFakes Detection: Beyond Dataset Evaluation.
ICME Workshops
Minh-Son Dao, Koji Zettsu
2023 B conf
MM-TrafficRisk: A Video-based Fleet Management Application for Traffic Risk Prediction, Prevention, and Querying.
IEEE Big Data
Minh-Son Dao, Muhamad Hilmil Muchtar Aditya Pradana, Koji Zettsu
2023 J jnl
Mining Periodic-Frequent Patterns in Irregular Dense Temporal Databases Using Set Complements.
IEEE Access
Pamalla Veena, Sreepada Tarun, Rage Uday Kiran, Minh-Son Dao, Koji Zettsu, Yutaka Watanobe, Ji Zhang
2023 — ed.
MultiMedia Modeling - 29th International Conference, MMM 2023, Bergen, Norway, January 9-12, 2023, Proceedings, Part I
MMM (1)
Duc-Tien Dang-Nguyen, Cathal Gurrin, Martha A. Larson, Alan F. Smeaton, Stevan Rudinac, Minh-Son Dao, Christoph Trattner, Phoebe Chen
2023 — ed.
MultiMedia Modeling - 29th International Conference, MMM 2023, Bergen, Norway, January 9-12, 2023, Proceedings, Part II
MMM (2)
Duc-Tien Dang-Nguyen, Cathal Gurrin, Martha A. Larson, Alan F. Smeaton, Stevan Rudinac, Minh-Son Dao, Christoph Trattner, Phoebe Chen
2023 — conf
Procedural Driving Skill Coaching from More Skilled Drivers to Safer Drivers: A Survey.
ICDAR@ICMR
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2023 — ed.
Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, ICDAR 2023, Thessaloniki, Greece, June 12-15, 2023
ICDAR@ICMR
Guillaume Habault, Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Yuta Nakashima, Cathal Gurrin
2023 J jnl
Training Performance Indications for Amateur Athletes Based on Nutrition and Activity Lifelogs.
Algorithms
Phuc-Thinh Nguyen, Minh-Son Dao, Michael A. Riegler, Rage Uday Kiran, Thai-Thinh Dang, Duy-Dong Le, Kieu-Chinh Nguyen-Ly, Thanh-Qui Pham, Van-Luong Nguyen
2023 — ed.
Working Notes Proceedings of the MediaEval 2022 Workshop, Bergen, Norway and Online, 12-13 January 2023.
MediaEval
Steven Hicks, Alba García Seco de Herrera, Johannes Langguth, Andreas Lommatzsch, Stelios Andreadis, Minh-Son Dao, Pierre-Etienne Martin, Ali Hürriyetoglu, Vajira Thambawita, Tor-Arne S. Nordmo, Romain Vuillemot, Martha A. Larson
2022 B conf
3D-STGPCN: 3D Spatio-Temporal Graph Point-wise Convolutional Network for Traffic Forecasting.
IEEE Big Data
Manh-Phu Nguyen, Minh-Son Dao, Thanh-Binh Nguyen
2022 A* conf
A Combination of Visual-Semantic Reasoning and Text Entailment-based Boosting Algorithm for Cheapfake Detection.
ACM Multimedia
Tuan-Vinh La, Minh-Son Dao, Quang-Tien Tran, Thanh-Phuc Tran, Anh-Duy Tran, Duc-Tien Dang-Nguyen
2022 — conf
A Novel Null-Invariant Temporal Measure to Discover Partial Periodic Patterns in Non-uniform Temporal Databases.
DASFAA (1)
R. Uday Kiran, Vipul Chhabra, Saideep Chennupati, P. Krishna Reddy, Minh-Son Dao, Koji Zettsu
2022 A* conf
A Textual-Visual-Entailment-based Unsupervised Algorithm for Cheapfake Detection.
ACM Multimedia
Quang-Tien Tran, Thanh-Phuc Tran, Minh-Son Dao, Tuan-Vinh La, Anh-Duy Tran, Duc-Tien Dang-Nguyen
2022 — conf
Adaptive Learning Models for Getting Insights into Multimodal Lifelog Data.
KSE
Phuc-Thinh Nguyen, Mohamed Saleem Haja Nazmudeen, Minh-Son Dao, Duy-Dong Le
2022 B conf
An Open Case-based Reasoning Framework for Personalized On-board Driving Assistance in Risk Scenarios.
IEEE Big Data
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2022 J jnl
An Open Case-based Reasoning Framework for Personalized On-board Driving Assistance in Risk Scenarios.
CoRR
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2022 — conf
Federated Learning for Air Quality Index Prediction: An Overview.
KSE
Duy-Dong Le, Anh-Khoa Tran, Minh-Son Dao, Mohamed Saleem Haja Nazmudeen, Viet-Tiep Mai, Nhat-Ha Su
2022 B conf
ICDAR'22: Intelligent Cross-Data Analysis and Retrieval.
ICMR
Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Cathal Gurrin, Yuta Nakashima, Mianxiong Dong
2022 — ed.
ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27 - 30, 2022
ICDAR@ICMR
Minh-Son Dao, Duc-Tien Dang-Nguyen, Michael Riegler
2022 J jnl
Insights into Multi-Model Federated Learning: An Advanced Approach for Air Quality Index Forecasting.
Algorithms
Le Duy Dong, Tran Anh Khoa, Minh-Son Dao, Kieu-Chinh Nguyen-Ly, Hoang-Son Le, Xuan-Dao Nguyen-Thi, Thanh-Qui Pham, Van-Luong Nguyen, Bach-Yen Nguyen-Thi
2022 — conf
IoT-based Multimodal Analysis for Smart Education: Current Status, Challenges and Opportunities.
ICDAR@ICMR
Wenbin Gan, Minh-Son Dao, Koji Zettsu, Yuan Sun
2022 J jnl
Leverage Boosting and Transformer on Text-Image Matching for Cheap Fakes Detection.
Algorithms
Tuan-Vinh La, Minh-Son Dao, Le Duy Dong, Kim-Phung Thai, Nguyen Quoc Hung, Thuy-Kieu Phan-Thi
2022 C conf
MM-AQI: A Novel Framework to Understand the Associations Between Urban Traffic, Visual Pollution, and Air Pollution.
IEA/AIE
Kazuki Tejima, Minh-Son Dao, Koji Zettsu
2022 B conf
Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs.
IEEE Big Data
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2022 J jnl
Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs.
CoRR
Wenbin Gan, Minh-Son Dao, Koji Zettsu
2022 — conf
Multimodal Cheapfakes Detection by Utilizing Image Captioning for Global Context.
ICDAR@ICMR
Tuan-Vinh La, Quang-Tien Tran, Thanh-Phuc Tran, Anh-Duy Tran, Duc-Tien Dang-Nguyen, Minh-Son Dao
2022 J jnl
Multimodal and Crossmodal AI for Smart Data Analysis.
CoRR
Minh-Son Dao
2022 — conf
Overview of MediaEval 2022 Urban Air: Urban Life and Air Pollution.
MediaEval
Minh-Son Dao, Thanh-Hai Dang, Tan-Loc Nguyen-Tai, Nguyen Thanh Binh, Duc-Tien Dang-Nguyen
2022 J jnl
Research on privacy-preserving techniques in the era of the 5G applications.
Virtual Real. Intell. Hardw.
Rafik Hamza, Minh-Son Dao
2022 — conf
Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements.
DEXA (2)
Pamalla Veena, Sreepada Tarun, R. Uday Kiran, Minh-Son Dao, Koji Zettsu, Yutaka Watanobe, Ji Zhang
2022 — conf
Towards Intellectual Property Rights Protection in Big Data.
ICDAR@ICMR
Rafik Hamza, Minh-Son Dao, Sadanori Ito, Koji Zettsu
2022 B conf
splitDyn: Federated Split Neural Network for Distributed Edge AI Applications.
IEEE Big Data
Tran Anh Khoa, Do-Van Nguyen, Minh-Son Dao, Koji Zettsu
2021 C conf
An Effective AQI Estimation Using Sensor Data and Stacking Mechanism.
SoMeT
Dat Q. Duong, Quang M. Le, Tan-Loc Nguyen-Tai, Hien D. Nguyen, Minh-Son Dao, Binh T. Nguyen
2021 — conf
Discovering Periodic-Frequent Patterns in Uncertain Temporal Databases.
ICONIP (5)
R. Uday Kiran, Palla Likhitha, Minh-Son Dao, Koji Zettsu, Ji Zhang
2021 — conf
Discovering Spatial High Utility Itemsets in High-Dimensional Spatiotemporal Databases.
IEA/AIE (1)
Sai Chithra Bommisetty, Penugonda Ravikumar, Rage Uday Kiran, Minh-Son Dao, Koji Zettsu
2021 — conf
Efficient Discovery of Partial Periodic-Frequent Patterns in Temporal Databases.
DEXA (1)
So Nakamura, R. Uday Kiran, Palla Likhitha, Penugonda Ravikumar, Yutaka Watanobe, Minh-Son Dao, Koji Zettsu, Masashi Toyoda
2021 — conf
Fed xData: A Federated Learning Framework for Enabling Contextual Health Monitoring in a Cloud-Edge Network.
IEEE BigData
Tran Anh Khoa, Do-Van Nguyen, Minh-Son Dao, Koji Zettsu
2021 B conf
ICDAR'21: Intelligent Cross-Data Analysis and Retrieval.
ICMR
Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Cathal Gurrin, Minh-Triet Tran, Nguyen Thanh Binh
2021 — ed.
ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, Taipei, Taiwan, 21 August 2021
ICDAR@ICMR
Minh-Son Dao, Duc-Tien Dang-Nguyen, Michael Riegler
2021 — conf
IMAGE-2-AQI: Aware of the Surrounding Air Qualification by a Few Images.
IEA/AIE (2)
Minh-Son Dao, Koji Zettsu, Rage Uday Kiran
2021 — conf
Improving the Awareness of Sustainable Smart Cities by Analyzing Lifelog Images and IoT Air Pollution Data.
IEEE BigData
Tuan-Vinh La, Minh-Son Dao, Kazuki Tejima, Rage Uday Kiran, Koji Zettsu
2021 — conf
MM-trafficEvent: An Interactive Incident Retrieval System for First-view Travel-log Data.
IEEE BigData
Minh-Son Dao, Dinh-Duy Pham, Manh-Phu Nguyen, Thanh-Binh Nguyen, Koji Zettsu
2021 — conf
MNR-Air: An Economic and Dynamic Crowdsourcing Mechanism to Collect Personal Lifelog and Surrounding Environment Dataset. A Case Study in Ho Chi Minh City, Vietnam.
MMM (2)
Dang-Hieu Nguyen, Loc Tai Nguyen Tan, Minh-Tam Nguyen, Thanh-Binh Nguyen, Minh-Son Dao
2021 — conf
Overview of Insight for Wellbeing Task at MediaEval 2021: Cross-Data Analytics for Transboundary Haze Prediction.
MediaEval
Asem Kasem, Minh-Son Dao, Effa Nabilla Aziz, Duc-Tien Dang-Nguyen, Cathal Gurrin, Minh-Triet Tran, Nguyen Thanh Binh, Wida Suhaili
2021 — conf
Session details: Keynote & Invited Talks.
ICDAR@ICMR
Minh-Son Dao
2021 — ed.
Working Notes Proceedings of the MediaEval 2020 Workshop, Online, 14-15 December 2020.
MediaEval
Steven Hicks, Debesh Jha, Konstantin Pogorelov, Alba García Seco de Herrera, Dmitry Bogdanov, Pierre-Etienne Martin, Stelios Andreadis, Minh-Son Dao, Zhuoran Liu, José Vargas Quiros, Benjamin Kille, Martha A. Larson
2020 B conf
A Framework for Paper Submission Recommendation System.
ICMR
Dinh V. Cuong, Dac H. Nguyen, Son Huynh, Phong Huynh, Cathal Gurrin, Minh-Son Dao, Duc-Tien Dang-Nguyen, Binh T. Nguyen
2020 B conf
An Active Learning Framework for Duplicate Detection in SaaS Platforms.
ICMR
Quy H. Nguyen, Dac H. Nguyen, Minh-Son Dao, Duc-Tien Dang-Nguyen, Cathal Gurrin, Binh T. Nguyen
2020 — conf
An Interactive Atomic-cluster Watershed-based System for Lifelog Moment Retrieval.
CLEF (Working Notes)
Van-Luon Tran, Trong-Dat Phan, Anh-Vu Mai-Nguyen, Anh-Khoa Vo, Minh-Son Dao, Koji Zettsu
2020 B conf
An Interactive Multimodal Retrieval System for Memory Assistant and Life Organized Support.
ICMR
Van-Luon Tran, Anh-Vu Mai-Nguyen, Trong-Dat Phan, Anh-Khoa Vo, Minh-Son Dao, Koji Zettsu
2020 — conf
BIDAL-HCMUS@LSC2020: An Interactive Multimodal Lifelog Retrieval with Query-to-Sample Attention-based Search Engine.
LSC@ICMR
Anh-Vu Mai-Nguyen, Trong-Dat Phan, Anh-Khoa Vo, Van-Luon Tran, Minh-Son Dao, Koji Zettsu
2020 — conf
Distributed Mining of Spatial High Utility Itemsets in Very Large Spatiotemporal Databases using Spark In-Memory Computing Architecture.
IEEE BigData
R. Uday Kiran, Sadanori Ito, Minh-Son Dao, Koji Zettsu, Cheng-Wei Wu, Yutaka Watanobe, Incheon Paik, Truong Cong Thang
2020 — conf
Duplicate Identification Algorithms in SaaS Platforms.
ICDAR@ICMR
Dac H. Nguyen, Quy H. Nguyen, Minh-Son Dao, Duc-Tien Dang-Nguyen, Cathal Gurrin, Binh T. Nguyen
2020 — conf
Fusion-3DCNN-max3P: A dynamic system for discovering patterns of predicted congestion.
IEEE BigData
Minh-Son Dao, Ngoc-Thanh Nguyen, R. Uday Kiran, Koji Zettsu
2020 B conf
ICDAR'20: Intelligent Cross-Data Analysis and Retrieval.
ICMR
Minh-Son Dao, Morten Fjeld, Filip Biljecki, Uraz Yavanoglu, Mianxiong Dong
2020 — conf
Insights From Urban Sensing Data: From Chaos to Predicted Congestion Patterns.
ICDM (Workshops)
Minh-Son Dao, Ngoc-Thanh Nguyen, R. Uday Kiran, Koji Zettsu
2020 — conf
Leverage the Predictive Power Score of Lifelog Data's Attributes to Predict the Expected Athlete Performance.
CLEF (Working Notes)
Anh-Vu Mai-Nguyen, Van-Luon Tran, Minh-Son Dao, Koji Zettsu
2020 — conf
Leveraging 3D-Raster-Images and DeepCNN with Multi-source Urban Sensing Data for Traffic Congestion Prediction.
DEXA (2)
Ngoc-Thanh Nguyen, Minh-Son Dao, Koji Zettsu
2020 J jnl
Lifelog Moment Retrieval With Interactive Watershed-Based Clustering and Hierarchical Similarity Search.
Int. J. Multim. Data Eng. Manag.
Trong-Dat Phan, Minh-Son Dao, Koji Zettsu
2020 — conf
MNR-HCM Data: A Personal Lifelog and Surrounding Environment Dataset in Ho-Chi-Minh City, Viet Nam.
ICDAR@ICMR
Tan-Loc Nguyen-Tai, Dang-Hieu Nguyen, Minh-Tam Nguyen, Thanh-Duong Nguyen, Thanh-Hai Dang, Minh-Son Dao
2020 — conf
Malware Detection Using System Logs.
ICDAR@ICMR
Nhu T. Nguyen, Thuy T. Pham, Tien X. Dang, Minh-Son Dao, Duc-Tien Dang-Nguyen, Cathal Gurrin, Binh T. Nguyen
2020 — conf
Multi-source Machine Learning for AQI Estimation.
IEEE BigData
Dat Q. Duong, Quang M. Le, Tan-Loc Nguyen-Tai, Dong Bo, Dat Nguyen, Minh-Son Dao, Binh T. Nguyen
2020 — conf
Overview of MediaEval 2020 Insights for Wellbeing: Multimodal Personal Health Lifelog Data Analysis.
MediaEval
Peijiang Zhao, Minh-Son Dao, Thanh Nguyen, Nguyen Thanh Binh, Duc-Tien Dang-Nguyen, Cathal Gurrin
2020 — ed.
Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, ICDAR 2020, Dublin, Ireland, June 10-12, 2020
ICDAR@ICMR
Minh-Son Dao, Morten Fjeld, Mianxiang Dong, Filip Biljecki, Uraz Yavanoglu
2019 — conf
An Interactive Watershed-Based Approach for Lifelog Moment Retrieval.
BigMM
Trong-Dat Phan, Minh-Son Dao, Koji Zettsu
2019 — conf
Association Model between Visual Feature and AQI Rank Using Lifelog Data.
IEEE BigData
Phuong-Binh Vo, Trong-Dat Phan, Minh-Son Dao, Koji Zettsu
2019 — conf
BIDAL@imageCLEFlifelog2019: The Role of Content and Context of Daily Activities in Insights from Lifelogs.
CLEF (Working Notes)
Minh-Son Dao, Anh-Khoa Vo, Trong-Dat Phan, Koji Zettsu
2019 — conf
Complex Event Analysis for Traffic Risk Prediction based on 3D-CNN with Multi-sources Urban Sensing Data.
IEEE BigData
Ngoc-Thanh Nguyen, Minh-Son Dao, Koji Zettsu
2019 — conf
From Chaos to Order: The Role of Content and Context of Daily Activities in Rearranging Lifelogs Data.
BigMM
Anh-Khoa Vo, Minh-Son Dao, Koji Zettsu
2019 J jnl
IEEE Access Special Section Editorial: Multimedia Analysis for Internet-of-Things.
IEEE Access
Zhihan Lv, Irfan Mehmood, Mario Vento, Minh-Son Dao, Kaoru Ota, Alessia Saggese
2019 — conf
Multi-time-horizon Traffic Risk Prediction using Spatio-Temporal Urban Sensing Data Fusion.
IEEE BigData
Minh-Son Dao, Ngoc-Thanh Nguyen, Koji Zettsu
2019 — conf
Overview of MediaEval 2019: Insights for Wellbeing TaskMultimodal Personal Health Lifelog Data Analysis.
MediaEval
Minh-Son Dao, Peijiang Zhao, Tomohiro Sato, Koji Zettsu, Duc-Tien Dang-Nguyen, Cathal Gurrin, Ngoc-Thanh Nguyen
2019 — conf
SEPHLA: Challenges and Opportunities Within Environment - Personal Health Archives.
MMM (1)
Tomohiro Sato, Minh-Son Dao, Kota Kuribayashi, Koji Zettsu
2018 B conf
A Context-Aware Late-Fusion Approach for Disaster Image Retrieval from Social Media.
ICMR
Minh-Son Dao, Pham Quang Nhat Minh, Asem Kasem, Mohamed Saleem Haja Nazmudeen
2018 — conf
A Raster-Image-Based Approach for Understanding Associations of Urban Sensing Data.
AIKE
Minh-Son Dao, Koji Zettsu
2018 — conf
Complex Event Analysis of Urban Environmental Data based on Deep CNN of Spatiotemporal Raster Images.
IEEE BigData
Minh-Son Dao, Koji Zettsu
2018 C conf
HealthyClassroom - A Proof-of-Concept Study for Discovering Students' Daily Moods and Classroom Emotions to Enhance a Learning-teaching Process using Heterogeneous Sensors.
ICPRAM
Minh-Son Dao, Duc-Tien Dang-Nguyen, Asem Kasem, Hung Tran-The
2018 — conf
Leveraging Content and Context in Understanding Activities of Daily Living.
CLEF (Working Notes)
Minh-Son Dao, Asem Kasem, Mohamed Saleem Haja Nazmudeen
2017 — conf
A Domain-based Late-Fusion for Disaster Image Retrieval from Social Media.
MediaEval
Minh-Son Dao, Minh Pham Quang Nhat, Duc-Tien Dang-Nguyen
2017 J jnl
Deep Learning for Mobile Multimedia: A Survey.
ACM Trans. Multim. Comput. Commun. Appl.
Kaoru Ota, Minh-Son Dao, Vasileios Mezaris, Francesco G. B. De Natale
2017 J jnl
Introduction to Special Issue on Deep Learning for Mobile Multimedia.
ACM Trans. Multim. Comput. Commun. Appl.
Kaoru Ota, Minh-Son Dao, Vasileios Mezaris, Francesco G. B. De Natale
2017 C conf
Smart Lifelogging: Recognizing Human Activities using PHASOR.
ICPRAM
Minh-Son Dao, Duc-Tien Dang-Nguyen, Michael Riegler, Cathal Gurrin
2016 B conf
streamLoader: An Event-Driven ETL System for the On-line Processing of Heterogeneous Sensor Data.
EDBT
Marco Mesiti, Luca Ferrari, Stefano Valtolina, Giacomo Licari, Gian Luca Galliani, Minh-Son Dao, Koji Zettsu
2015 — conf
An editable live ETL system for Ambient Intelligence environments.
WF-IoT
Marco Mesiti, Stefano Valtolina, Luca Ferrari, Minh-Son Dao, Koji Zettsu
2015 — conf
Automatic Labeling Streaming Data for Event Detection from Heterogeneous Sensors.
KSE
Minh-Son Dao, Koji Zettsu
2015 — conf
Complex asthma risk factor recognition from heterogeneous data streams.
ICME Workshops
Laleh Jalali, Minh-Son Dao, Ramesh C. Jain, Koiji Zettsu
2015 — conf
Discovering Environmental Impacts on Public Health Using Heterogeneous Big Sensory Data.
BigData Congress
Minh-Son Dao, Koji Zettsu
2015 — conf
Exploring spatio-temporal-theme correlation between physical and social streaming data for event detection and pattern interpretation from heterogeneous sensors.
IEEE BigData
Minh-Son Dao, Koji Zettsu, Siripen Pongpaichet, Laleh Jalali, Ramesh C. Jain
2015 — conf
User-Centered Event Data Modelling and Analytics.
CoPDA@IS-EUD
Stefano Valtolina, Marco Mesiti, Luca Ferrari, Koji Zettsu, Minh-Son Dao
2014 B conf
A Real-time Complex Event Discovery Platform for Cyber-Physical-Social Systems.
ICMR
Minh-Son Dao, Siripen Pongpaichet, Laleh Jalali, Kyoung-Sook Kim, Ramesh C. Jain, Koiji Zettsu
2014 — conf
Natural Language Processing for Social Event Classification.
KSE
Duc-Duy Nguyen, Minh-Son Dao, Truc-Vien T. Nguyen
2014 J jnl
Robust event discovery from photo collections using Signature Image Bases (SIBs).
Multim. Tools Appl.
Minh-Son Dao, Duc-Tien Dang-Nguyen, Francesco G. B. De Natale
2014 — conf
Synchronizing Multi-User Photo Galleries with MRF.
MediaEval
Emanuele Sansone, Giulia Boato, Minh-Son Dao
2014 Misc conf
Unsupervised social media events clustering using user-centric parallel split-n-merge algorithms.
ICASSP
Minh-Son Dao, Anh Duc Duong, Francesco G. B. De Natale
2013 — conf
Event Clustering and Classification from Social Media: Watershed-based and Kernel Methods.
MediaEval
Truc-Vien Nguyen, Minh-Son Dao, Riccardo Mattivi, Emanuele Sansone, Francesco G. B. De Natale, Giulia Boato
2013 B conf
Jointly exploiting visual and non-visual information for event-related social media retrieval.
ICMR
Minh-Son Dao, Giulia Boato, Francesco G. B. De Natale, Truc-Vien Nguyen
2012 B conf
Abandoned Object's Owner Detection: A Case Study of Hybrid Mobile-Fixed Video Surveillance System.
AVSS
Minh-Son Dao, Riccardo Mattivi, Francesco G. B. De Natale, Keita Masui, Noboru Babaguchi
2012 B conf
Discovering inherent event taxonomies from social media collections.
ICMR
Minh-Son Dao, Giulia Boato, Francesco G. B. De Natale
2012 — conf
The Watershed-based Social Events Detection Method with Support from External Data Sources.
MediaEval
Minh-Son Dao, Truc-Vien Nguyen, Giulia Boato, Francesco G. B. De Natale
2011 A* conf
Signature-image-based event analysis for personal photo albums.
ACM Multimedia
Minh-Son Dao, Duc-Tien Dang-Nguyen, Francesco G. B. De Natale
2010 J jnl
A new spatio-temporal method for event detection and personalized retrieval of sports video.
Multim. Tools Appl.
Minh-Son Dao, Noboru Babaguchi
2010 B conf
Event tactic analysis in sports video using spatio-temporal pattern.
ICIP
Minh-Son Dao, Keita Masui, Noboru Babaguchi
2010 — conf
Modeling visual information by spatio-temporal patterns to analyze event tactic in sports video.
EUVIP
Keita Masui, Minh-Son Dao, Noboru Babaguchi
2009 Misc conf
A New Linguistic-Perceptual Event Model for Spatio-Temporal Event Detection and Personalized Retrieval of Sports Video.
ICIAP
Minh-Son Dao, Sharma Ishan Nath, Noboru Babaguchi
2009 A* conf
Preserving topological information in sub-trajectories-based representation for spatio-temporal trajectories indexing and retrieval.
ACM Multimedia
Minh-Son Dao, Sharma Ishan Nath, Noboru Babaguchi
2008 C conf
Mining temporal information and web-casting textfor automatic sports event detection.
MMSP
Minh-Son Dao, Noboru Babaguchi
2008 — conf
Sports event detection using temporal patterns mining and web-casting text.
AREA
Minh-Son Dao, Noboru Babaguchi
2007 J jnl
Edge Potential Functions (EPF) and Genetic Algorithms (GA) for Edge-Based Matching of Visual Objects.
IEEE Trans. Multim.
Minh-Son Dao, Francesco G. B. De Natale, Andrea Massa
2006 B conf
A New Method for Boundary-Based Shape Matching and Retrieval.
ICIP
Minh-Son Dao, Raffaele De Amicis
2006 C conf
A fusion method of geometric and topological features for boundary-based shape matching and retrieval.
MMSP
Minh-Son Dao, Raffaele De Amicis
2006 — conf
Ontology Based Shape Annotation and Retrieval.
C&O@ECAI
Olga Symonova, Minh-Son Dao, Giuliana Ucelli, Raffaele De Amicis
2006 — conf
Topological Descriptor for CAD Model with Inner Cavities.
Eurographics Italian Chapter Conference
Olga Symonova, Minh-Son Dao, Raffaele De Amicis, Giuliana Ucelli
2005 Misc conf
Efficient Shape Matching Using Weighted Edge Potential Functions.
ICIAP
Minh-Son Dao, Francesco G. B. De Natale, Andrea Massa
2004 — conf
MPEG-4 Video Retrieval Using Video-Objects and Edge Potential Functions.
PCM (3)
Minh-Son Dao, Francesco G. B. De Natale, Andrea Massa
2003 — conf
Edge potential functions and genetic algorithms for shape-based image retrieval.
ICIP (3)
Minh-Son Dao, Francesco G. B. De Natale, Andrea Massa