Minh-Son Dao

Sai Chithra Bommisetti

Appl. Intell., April, 2023

Training Performance Indications for Amateur Athletes Based on Nutrition and Activity Lifelogs.

[BibT_eX]

[DOI]

Algorithms, January, 2023

Grand Challenge On Detecting Cheapfakes.

[BibT_eX]

[DOI]

CoRR, 2023

Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style Translation.

[BibT_eX]

[DOI]

Hilmil Pradana

CoRR, 2023

Mining Periodic-Frequent Patterns in Irregular Dense Temporal Databases Using Set Complements.

[BibT_eX]

[DOI]

IEEE Access, 2023

A Cross-modal Attention Model for Fine-Grained Incident Retrieval from Dashcam Videos.

[BibT_eX]

[DOI]

Dinh-Duy Pham

Thanh-Binh Nguyen

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

ICDAR'23: Intelligent Cross-Data Analysis and Retrieval.

[BibT_eX]

[DOI]

Guillaume Habault

Michael Alexander Riegler

Yuta Nakashima

Cathal Gurrin

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Federated Learning in Smart Agriculture: An Overview.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Air Pollution Forecasting Using Multimodal Data.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

AOP: Towards Adaptive Offloading Point Approach in a Federated Learning Framework for Edge AI Applications.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Leveraging Knowledge Graphs for CheapFakes Detection: Beyond Dataset Evaluation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Detecting Cheapfakes using Self-Query Adaptive-Context Learning.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, 2023

Procedural Driving Skill Coaching from More Skilled Drivers to Safer Drivers: A Survey.

[BibT_eX]

[DOI]

Wenbin Gan

Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, 2023

Fostering Innovation in Urban Transportation Risk Management: A Multi-Sector Collaborative Benchmarking Platform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

MM-TrafficRisk: A Video-based Fleet Management Application for Traffic Risk Prediction, Prevention, and Querying.

[BibT_eX]

[DOI]

Muhamad Hilmil Muchtar Aditya Pradana

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Research on privacy-preserving techniques in the era of the 5G applications.

[BibT_eX]

[DOI]

Rafik Hamza

Virtual Real. Intell. Hardw., 2022

Multimodal and Crossmodal AI for Smart Data Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

Leverage Boosting and Transformer on Text-Image Matching for Cheap Fakes Detection.

[BibT_eX]

[DOI]

Algorithms, 2022

Insights into Multi-Model Federated Learning: An Advanced Approach for Air Quality Index Forecasting.

[BibT_eX]

[DOI]

Algorithms, 2022

A Textual-Visual-Entailment-based Unsupervised Algorithm for Cheapfake Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Combination of Visual-Semantic Reasoning and Text Entailment-based Boosting Algorithm for Cheapfake Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Multimodal Cheapfakes Detection by Utilizing Image Captioning for Global Context.

[BibT_eX]

[DOI]

Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022

Towards Intellectual Property Rights Protection in Big Data.

[BibT_eX]

[DOI]

Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022

IoT-based Multimodal Analysis for Smart Education: Current Status, Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022

ICDAR'22: Intelligent Cross-Data Analysis and Retrieval.

[BibT_eX]

[DOI]

Michael Alexander Riegler

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Overview of MediaEval 2022 Urban Air: Urban Life and Air Pollution.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Adaptive Learning Models for Getting Insights into Multimodal Lifelog Data.

[BibT_eX]

[DOI]

Phuc-Thinh Nguyen

Duy-Dong Le

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

Federated Learning for Air Quality Index Prediction: An Overview.

[BibT_eX]

[DOI]

Duy-Dong Le

Anh-Khoa Tran

Viet-Tiep Mai

Nhat-Ha Su

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

MM-AQI: A Novel Framework to Understand the Associations Between Urban Traffic, Visual Pollution, and Air Pollution.

[BibT_eX]

[DOI]

Kazuki Tejima

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2022

A Novel Null-Invariant Temporal Measure to Discover Partial Periodic Patterns in Non-uniform Temporal Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

3D-STGPCN: 3D Spatio-Temporal Graph Point-wise Convolutional Network for Traffic Forecasting.

[BibT_eX]

[DOI]

Manh-Phu Nguyen

Thanh-Binh Nguyen

Proceedings of the IEEE International Conference on Big Data, 2022

splitDyn: Federated Split Neural Network for Distributed Edge AI Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs.

[BibT_eX]

[DOI]

Wenbin Gan

Proceedings of the IEEE International Conference on Big Data, 2022

An Open Case-based Reasoning Framework for Personalized On-board Driving Assistance in Risk Scenarios.

[BibT_eX]

[DOI]

Wenbin Gan

Proceedings of the IEEE International Conference on Big Data, 2022

2021

An Effective AQI Estimation Using Sensor Data and Stacking Mechanism.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2021

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.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

ICDAR'21: Intelligent Cross-Data Analysis and Retrieval.

[BibT_eX]

[DOI]

Michael Alexander Riegler

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

Session details: Keynote & Invited Talks.

[BibT_eX]

[DOI]

Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021

Overview of Insight for Wellbeing Task at MediaEval 2021: Cross-Data Analytics for Transboundary Haze Prediction.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

IMAGE-2-AQI: Aware of the Surrounding Air Qualification by a Few Images.

[BibT_eX]

[DOI]

Rage Uday Kiran

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

Discovering Spatial High Utility Itemsets in High-Dimensional Spatiotemporal Databases.

[BibT_eX]

[DOI]

Sai Chithra Bommisetty

Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

Discovering Periodic-Frequent Patterns in Uncertain Temporal Databases.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Efficient Discovery of Partial Periodic-Frequent Patterns in Temporal Databases.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2021

Improving the Awareness of Sustainable Smart Cities by Analyzing Lifelog Images and IoT Air Pollution Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Fed xData: A Federated Learning Framework for Enabling Contextual Health Monitoring in a Cloud-Edge Network.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

MM-trafficEvent: An Interactive Incident Retrieval System for First-view Travel-log Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Lifelog Moment Retrieval With Interactive Watershed-Based Clustering and Hierarchical Similarity Search.

[BibT_eX]

[DOI]

Trong-Dat Phan

Int. J. Multim. Data Eng. Manag., 2020

An Interactive Multimodal Retrieval System for Memory Assistant and Life Organized Support.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

An Active Learning Framework for Duplicate Detection in SaaS Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

BIDAL-HCMUS@LSC2020: An Interactive Multimodal Lifelog Retrieval with Query-to-Sample Attention-based Search Engine.

[BibT_eX]

[DOI]

Proceedings of the Third ACM Workshop on Lifelog Search Challenge, 2020

ICDAR'20: Intelligent Cross-Data Analysis and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

A Framework for Paper Submission Recommendation System.

[BibT_eX]

[DOI]

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Overview of MediaEval 2020 Insights for Wellbeing: Multimodal Personal Health Lifelog Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Insights From Urban Sensing Data: From Chaos to Predicted Congestion Patterns.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Malware Detection Using System Logs.

[BibT_eX]

[DOI]

Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020

Duplicate Identification Algorithms in SaaS Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020

MNR-HCM Data: A Personal Lifelog and Surrounding Environment Dataset in Ho-Chi-Minh City, Viet Nam.

[BibT_eX]

[DOI]

Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020

Leveraging 3D-Raster-Images and DeepCNN with Multi-source Urban Sensing Data for Traffic Congestion Prediction.

[BibT_eX]

[DOI]

Ngoc-Thanh Nguyen

Proceedings of the Database and Expert Systems Applications, 2020

An Interactive Atomic-cluster Watershed-based System for Lifelog Moment Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

Leverage the Predictive Power Score of Lifelog Data's Attributes to Predict the Expected Athlete Performance.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

Distributed Mining of Spatial High Utility Itemsets in Very Large Spatiotemporal Databases using Spark In-Memory Computing Architecture.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Multi-source Machine Learning for AQI Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Fusion-3DCNN-max3P: A dynamic system for discovering patterns of predicted congestion.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

IEEE Access Special Section Editorial: Multimedia Analysis for Internet-of-Things.

[BibT_eX]

[DOI]

IEEE Access, 2019

SEPHLA: Challenges and Opportunities Within Environment - Personal Health Archives.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Overview of MediaEval 2019: Insights for Wellbeing TaskMultimodal Personal Health Lifelog Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

BIDAL@imageCLEFlifelog2019: The Role of Content and Context of Daily Activities in Insights from Lifelogs.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2019, 2019

From Chaos to Order: The Role of Content and Context of Daily Activities in Rearranging Lifelogs Data.

[BibT_eX]

[DOI]

Anh-Khoa Vo

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

An Interactive Watershed-Based Approach for Lifelog Moment Retrieval.

[BibT_eX]

[DOI]

Trong-Dat Phan

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

Association Model between Visual Feature and AQI Rank Using Lifelog Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Complex Event Analysis for Traffic Risk Prediction based on 3D-CNN with Multi-sources Urban Sensing Data.

[BibT_eX]

[DOI]

Ngoc-Thanh Nguyen

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Multi-time-horizon Traffic Risk Prediction using Spatio-Temporal Urban Sensing Data Fusion.

[BibT_eX]

[DOI]

Ngoc-Thanh Nguyen

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

A Context-Aware Late-Fusion Approach for Disaster Image Retrieval from Social Media.

[BibT_eX]

[DOI]

Pham Quang Nhat Minh

Asem Kasem

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

HealthyClassroom - A Proof-of-Concept Study for Discovering Students' Daily Moods and Classroom Emotions to Enhance a Learning-teaching Process using Heterogeneous Sensors.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Leveraging Content and Context in Understanding Activities of Daily Living.

[BibT_eX]

[DOI]

Asem Kasem

Proceedings of the Working Notes of CLEF 2018, 2018

Complex Event Analysis of Urban Environmental Data based on Deep CNN of Spatiotemporal Raster Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

A Raster-Image-Based Approach for Understanding Associations of Urban Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

2017

Deep Learning for Mobile Multimedia: A Survey.

[BibT_eX]

[DOI]

Kaoru Ota

Vasileios Mezaris

ACM Trans. Multim. Comput. Commun. Appl., 2017

Introduction to Special Issue on Deep Learning for Mobile Multimedia.

[BibT_eX]

[DOI]

Kaoru Ota

Vasileios Mezaris

ACM Trans. Multim. Comput. Commun. Appl., 2017

A Domain-based Late-Fusion for Disaster Image Retrieval from Social Media.

[BibT_eX]

[DOI]

Minh Pham Quang Nhat

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Smart Lifelogging: Recognizing Human Activities using PHASOR.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

2016

streamLoader: An Event-Driven ETL System for the On-line Processing of Heterogeneous Sensor Data.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

An editable live ETL system for Ambient Intelligence environments.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015

Automatic Labeling Streaming Data for Event Detection from Heterogeneous Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

User-Centered Event Data Modelling and Analytics.

[BibT_eX]

[DOI]

Proceedings of the Third edition of the International Workshop on Cultures of Participation in the Digital Age: Coping with Information, 2015

Complex asthma risk factor recognition from heterogeneous data streams.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Exploring spatio-temporal-theme correlation between physical and social streaming data for event detection and pattern interpretation from heterogeneous sensors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Discovering Environmental Impacts on Public Health Using Heterogeneous Big Sensory Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

Robust event discovery from photo collections using Signature Image Bases (SIBs).

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

A Real-time Complex Event Discovery Platform for Cyber-Physical-Social Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

Synchronizing Multi-User Photo Galleries with MRF.

[BibT_eX]

[DOI]

Emanuele Sansone

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Natural Language Processing for Social Event Classification.

[BibT_eX]

[DOI]

Duc-Duy Nguyen

Truc-Vien T. Nguyen

Proceedings of the Knowledge and Systems Engineering, 2014

Unsupervised social media events clustering using user-centric parallel split-n-merge algorithms.

[BibT_eX]

[DOI]

Anh Duc Duong

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Jointly exploiting visual and non-visual information for event-related social media retrieval.

[BibT_eX]

[DOI]

Truc-Vien Nguyen

Proceedings of the International Conference on Multimedia Retrieval, 2013

Event Clustering and Classification from Social Media: Watershed-based and Kernel Methods.

[BibT_eX]

[DOI]

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012

Discovering inherent event taxonomies from social media collections.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2012

The Watershed-based Social Events Detection Method with Support from External Data Sources.

[BibT_eX]

[DOI]

Truc-Vien Nguyen

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Abandoned Object's Owner Detection: A Case Study of Hybrid Mobile-Fixed Video Surveillance System.

[BibT_eX]

[DOI]

Riccardo Mattivi

Keita Masui

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

Signature-image-based event analysis for personal photo albums.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010

A new spatio-temporal method for event detection and personalized retrieval of sports video.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2010

Event tactic analysis in sports video using spatio-temporal pattern.

[BibT_eX]

[DOI]

Keita Masui

Proceedings of the International Conference on Image Processing, 2010

Modeling visual information by spatio-temporal patterns to analyze event tactic in sports video.

[BibT_eX]

[DOI]

Keita Masui

Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

2009

Preserving topological information in sub-trajectories-based representation for spatio-temporal trajectories indexing and retrieval.

[BibT_eX]

[DOI]

Sharma Ishan Nath

Proceedings of the 17th International Conference on Multimedia 2009, 2009

A New Linguistic-Perceptual Event Model for Spatio-Temporal Event Detection and Personalized Retrieval of Sports Video.

[BibT_eX]

[DOI]

Sharma Ishan Nath

Proceedings of the Image Analysis and Processing, 2009

2008

Mining temporal information and web-casting textfor automatic sports event detection.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Sports event detection using temporal patterns mining and web-casting text.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

2007

Edge Potential Functions (EPF) and Genetic Algorithms (GA) for Edge-Based Matching of Visual Objects.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

2006

A fusion method of geometric and topological features for boundary-based shape matching and retrieval.

[BibT_eX]

[DOI]

Raffaele De Amicis

Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

A New Method for Boundary-Based Shape Matching and Retrieval.

[BibT_eX]

[DOI]

Raffaele De Amicis

Proceedings of the International Conference on Image Processing, 2006

Topological Descriptor for CAD Model with Inner Cavities.

[BibT_eX]

[DOI]

Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

Ontology Based Shape Annotation and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Contexts and Ontologies: Theory, 2006

2005

Efficient Shape Matching Using Weighted Edge Potential Functions.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2005

2004

MPEG-4 Video Retrieval Using Video-Objects and Edge Potential Functions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

2003

Edge potential functions and genetic algorithms for shape-based image retrieval.

[BibT_eX]

[DOI]