2024
Deep Multimodal Data Fusion.
ACM Comput. Surv., September, 2024
High-Order Fully Actuated System Approach to Robust Control of Impulsive Systems.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
Hybrid stabilization of nonlinear systems based on a fully actuated system approach.
J. Frankl. Inst., 2024
Editorial: Advances in computer science and their impact on data acquisition and analysis in neuroscience.
Frontiers Comput. Neurosci., 2024
Translation-based Video-to-Video Synthesis.
CoRR, 2024
BubbleSig: Same-Hand Ballot Stuffing Detection.
Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024
Parameter-Efficient Adaptation of Foundation Models for Damaged Building Assessment.
Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024
GenCheck: A LoRA-Adapted Multimodal Large Language Model for Check Analysis.
Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024
CheckGuard: Advancing Stolen Check Detection with a Cross-Modal Image-Text Benchmark Dataset.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
2023
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields.
CoRR, 2023
Ballot Tabulation Using Deep Learning.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023
Hybrid Convolutional Autoencoder-Hierarchical Clustering Algorithm To Reveal Image Spam Sources.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023
A Multimodal Approach for Evaluating Algal Bloom Severity Using Deep Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023
Accelerating k-Core Decomposition by a GPU.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Deep Learning for HABs Prediction with Multimodal Fusion.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023
2022
Stochastic Game in Linear Quadratic Gaussian Control for Wireless Networked Control Systems Under DoS Attacks.
IEEE Trans. Syst. Man Cybern. Syst., 2022
2021
Development of Natural Language Processing Algorithm for Dental Charting.
SN Comput. Sci., 2021
Cross-domain Person Re-Identification with Identity-preserving Style Transfer.
Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021
Enhancing Multimodal Clustering Framework with Deep Learning to Reveal Image Spam Authorship.
Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021
2020
Graph K-means Based on Leader Identification, Dynamic Game, and Opinion Dynamics.
IEEE Trans. Knowl. Data Eng., 2020
Building Damage Evaluation from Satellite Imagery using Deep Learning.
Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020
2019
Emerging-Image Motion CAPTCHAs: Vulnerabilities of Existing Designs, and Countermeasures.
IEEE Trans. Dependable Secur. Comput., 2019
Pushing the Boundary of Multimedia Big Data: An Overview of IEEE MIPR.
IEEE Multim., 2019
A Retrieval System of Medicine Molecules Based on Graph Similarity.
IEEE Multim., 2019
Person Reidentification by Deep Structured Prediction - A Fully Parameterized Approach.
IEEE Multim., 2019
Performance Characterization of Single and Multi GPU Training of U-Net Architecture for Medical Image Segmentation Tasks.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019
A Non-Cooperative Game Model for Overlapping Community Detection in Social Networks.
Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019
A Stock Index Prediction Framework: Integrating Technical and Topological Mesoscale Indicators.
Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019
2018
GraphD: Distributed Vertex-Centric Graph Processing Beyond the Memory Limit.
IEEE Trans. Parallel Distributed Syst., 2018
PharmKi: A Retrieval System of Chemical Structural Formula Based on Graph Similarity.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018
Embedding User Behavioral Aspect in TF-IDF Like Representation.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018
Deep Structured Prediction: A New Formulation for Person Re-Identification.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018
2017
Toward situation awareness: a survey on adaptive learning for model-free tracking.
Multim. Tools Appl., 2017
On the security and usability of dynamic cognitive game CAPTCHAs.
J. Comput. Secur., 2017
Guest Editors' Introduction.
Int. J. Semantic Comput., 2017
The Latest Multimedia Research from ISM 2016.
IEEE Multim., 2017
Infusing Latent User-Concerns from User Reviews into Collaborative Filtering.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017
Deep-learning-based object-level contour detection with CCG and CRF optimization.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Mutual Enhancement for Detection of Multiple Logos in Sports Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2017
2016
Extracting Hierarchy of Coherent User-Concerns to Discover Intricate User Behavior from User Reviews.
Int. J. Multim. Data Eng. Manag., 2016
Multi-view Clustering in Collaborative Filtering Based Rating Prediction.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016
Social Media Image Retrieval Using Distilled Convolutional Neural Network for Suspicious e-Crime and Terrorist Account Detection.
Proceedings of the IEEE International Symposium on Multimedia, 2016
Towards Extracting Coherent User Concerns and Their Hierarchical Organization from User Reviews.
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016
Collective intelligence of temporal statistics for segmenting sustained infant feeding behaviors in Videos.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016
2015
Automatic Construction of 3-D Building Model From Airborne LIDAR Data Through 2-D Snake Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2015
Social Media Services and Technologies Towards Web 3.0.
Multim. Tools Appl., 2015
Object-of-Interest Retrieval in Social Media Image Databases for e-Crime Forum Detection.
Int. J. Multim. Data Eng. Manag., 2015
Feature Extraction from 2D Images for Body Composition Analysis.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015
A Multi-topic Meta-classification Scheme for Analyzing Lobbying Disclosure Data.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
An Automated Image Analysis Framework for Thermal Barrier Coating Porosity Measurement.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015
Emerging Image Game CAPTCHAs for Resisting Automated and Human-Solver Relay Attacks.
Proceedings of the 31st Annual Computer Security Applications Conference, 2015
2014
Guest editorial: Information reuse, integration, and reusable systems.
Inf. Syst. Frontiers, 2014
An FAR-SW based approach for webpage information extraction.
Inf. Syst. Frontiers, 2014
A convenient photo-based approach for assessing body posture.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014
Gaming the game: Defeating a game captcha with efficient and robust hybrid attacks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
A three-way investigation of a game-CAPTCHA: automated attacks, relay attacks and usability.
Proceedings of the 9th ACM Symposium on Information, Computer and Communications Security, 2014
Consolidating client names in the lobbying disclosure database using efficient clustering techniques.
Proceedings of the 2014 ACM Southeast Regional Conference, Kennesaw, GA, USA, March 28, 2014
2013
A fast parallel modularity optimization algorithm (FPMQA) for community detection in online social network.
Knowl. Based Syst., 2013
A Survey of Visual Traffic Surveillance Using Spatio-Temporal Analysis and Mining.
Int. J. Multim. Data Eng. Manag., 2013
An Innovative Multiple-Object Image Retrieval Framework Using Hierarchical Region Tree.
Int. J. Multim. Data Eng. Manag., 2013
Three-Way Dissection of a Game-CAPTCHA: Automated Attacks, Relay Attacks, and Usability.
CoRR, 2013
Current Attitude Prediction Model Based on Game Theory.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013
Image Matching for Branding Phishing Kit Images.
Proceedings of the 6th USENIX Workshop on Large-Scale Exploits and Emergent Threats, 2013
A GUI based LIDAR data processing system for model generation and mapping.
Proceedings of the MapInteract 2013, 2013
A cluster-based morphological filter for geospatial data analysis.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013
2012
Guest Editor's Introduction.
Int. J. Semantic Comput., 2012
Color Image Segmentation: From the View of Projective Clustering.
Int. J. Multim. Data Eng. Manag., 2012
Profiling Online Auction Sellers Using Image-Editing Styles.
IEEE Multim., 2012
Segmentation Tree Based Multiple Object Image Retrieval.
Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012
An improvement of color image segmentation through projective clustering.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
2011
Authorship Detection and Encoding for eBay Images.
Int. J. Multim. Data Eng. Manag., 2011
Machine classification of melanoma and nevi from skin lesions.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011
Video genre detection using a multimodality approach.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Multiple object retrieval in image databases using hierarchical segmentation tree.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
UAB at MediaEval 2011: Genre Tagging Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011
Efficient place recognition with canonical views.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Identifying image spam authorship with variable bin-width histogram-based projective clustering.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
2010
Ranking canonical views for tourist attractions.
Multim. Tools Appl., 2010
A Multiple Instance Learning and Relevance Feedback Framework for Retrieving Abnormal Incidents in Surveillance Videos.
J. Multim., 2010
An Image Clustering and Feedback-based Retrieval Framework.
Int. J. Multim. Data Eng. Manag., 2010
A Variable Bin Width Histogram Based Image Clustering Algorithm.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010
A supervised machine learning approach of extracting coexpression relationship among genes from literature.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
2009
A Human-Centered Multiple Instance Learning Framework for Semantic Video Retrieval.
IEEE Trans. Syst. Man Cybern. Part C, 2009
Semantic retrieval of events from indoor surveillance video databases.
Pattern Recognit. Lett., 2009
Semantic clustering for region-based image retrieval.
J. Vis. Commun. Image Represent., 2009
A Multimodal Data Mining Framework for Revealing Common Sources of Spam Images.
J. Multim., 2009
An automated bacterial colony counting and classification system.
Inf. Syst. Frontiers, 2009
Spam Image Clustering for Identifying Common Sources of Unsolicited Emails.
Int. J. Digit. Crime Forensics, 2009
Guest Editors' Introduction: Intelligent and Pervasive Multimedia Systems.
IEEE Multim., 2009
A hybrid framework for protein sequence clustering and classification using signature motif information.
Integr. Comput. Aided Eng., 2009
Classifying Fruit Fly Early Embryonic Developmental Stage Based on Embryo In situ Hybridization Images.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009
Revealing common sources of image spam by unsupervised clustering with visual features.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
Image spam clustering: an unsupervised approach.
Proceedings of the First ACM workshop on Multimedia in forensics, 2009
An Image Clustering and Retrieval Framework Using Feedback-Based Integrated Region Matching.
Proceedings of the International Conference on Machine Learning and Applications, 2009
Vehicle tracking from disparate views.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
A Data Mining Method to Extract and Rank Papers Describing Coexpression Predicates Semantically.
Proceedings of the ICDM Workshops 2009, 2009
Extraction of coexpression relationship among genes from biomedical text using dynamic conditional random fields.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
2008
An Automated Bacterial Colony Counting System.
Proceedings of the IEEE International Conference on Sensor Networks, 2008
A method for semantics-based conceptual expansion of ontology.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Semantic Event Retrieval from Surveillance Video Databases.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008
Bacteria Colony Enumeration and Classification for Clonogenic Assay.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008
An unsupervised protein sequences clustering algorithm using functional domain information.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008
2007
Automatic <i>in vivo</i> microscopy video mining for leukocytes.
SIGKDD Explor., 2007
OCRS: an interactive object-based image clustering and retrieval system.
Multim. Tools Appl., 2007
Capturing high-level image concepts via affinity relationships in image database retrieval.
Multim. Tools Appl., 2007
An Effective and Robust Method for Automatic Bacterial Colony Enumeration.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007
Semantic Event Extraction Using Neural Network Ensembles.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007
Vehicle Classification from Traffic Surveillance Videos at a Finer Granularity.
Proceedings of the Advances in Multimedia Modeling, 2007
MIA: An Effective and Robust Microarray Image Analysis System with Unstructured Information Management Architecture.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007
Detection of Leukocytes from In vivo Videos.
Proceedings of the 2007 International Conference on Intelligent Pervasive Computing, 2007
Incident Retrieval in Transportation Surveillance Videos - An Interactive Framework.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
An Automatic and Robust Method for Microarray Image Analysis and the Related Information Retrieval for Microarray Databases.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
A Multiple Instance Learning Framework for Incident Retrieval in Transportation Surveillance Video Databases.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
A Graph Reduction Method for 2D Snake Problems.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Biological Sequence Clustering and Classification with a Hybrid Method and Dynamic Programming.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
A Dynamic User Concept Pattern Learning Framework for Content-Based Image Retrieval.
IEEE Trans. Syst. Man Cybern. Syst., 2006
Probabilistic semantic network-based image retrieval using MMM and relevance feedback.
Multim. Tools Appl., 2006
A multimodal data mining framework for soccer goal detection based on decision tree logic.
Int. J. Comput. Appl. Technol., 2006
A Spatio-Temporal Database Model on Transportation Surveillance Videos.
Proceedings of the Third STDBM Workshop on Spatio-Temporal Database Management, 2006
Exciting Event Detection Using Multi-level Multimodal Descriptors and Data Classification.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006
A robust method for biological sequence clustering.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006
Automatic Intravital Video Mining of Rolling and Adhering Leukocytes.
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006
An Interactive Region-Based Image Clustering and Retrieval Platform.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
An Interactive Semantic Video Mining and Retrieval Platform--Application in Transportation Surveillance Video for Incident Detection.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
A PCA-Based Vehicle Classification Framework.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006
An Automated Gridding and Segmentation Method for cDNA Microarray Image Analysis.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
Spatiotemporal vehicle tracking: the use of unsupervised learning-based segmentation and object tracking.
IEEE Robotics Autom. Mag., 2005
A Latent Semantic Indexing Based Method for Solving Multiple Instance Learning Problem in Region-Based Image Retrieval.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005
A Multiple Instance Learning Approach for Content Based Image Retrieval Using One-Class Support Vector Machine.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
Region-Based Image Clustering and Retrieval Using Multiple Instance Learning.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005
2004
A Web-based distributed system for hurricane occurrence projection.
Softw. Pract. Exp., 2004
A reliable Web-based system for hurricane analysis and simulation.
Proceedings of the IEEE International Conference on Systems, 2004
A unified framework for image database clustering and content-based retrieval.
Proceedings of the Second ACM International Workshop on Multimedia Databases, 2004
Affinity relation discovery in image database clustering and content-based retrieval.
Proceedings of the 12th ACM International Conference on Multimedia, 2004
Multiple object retrieval for image databases using multiple instance learning and relevance feedback.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
A decision tree-based multimodal data mining framework for soccer goal detection.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
2003
Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems.
IEEE Trans. Intell. Transp. Syst., 2003
A progressive morphological filter for removing nonground measurements from airborne LIDAR data.
IEEE Trans. Geosci. Remote. Sens., 2003
Image database retrieval utilizing affinity relationships.
Proceedings of the First ACM International Workshop on Multimedia Databases, 2003
An affinity-based image retrieval system for multimedia authoring and presentation.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003
MMM: a stochastic mechanism for image database queries.
Proceedings of the Fifth International Symposium on Multimedia Software Engineering, 2003
Component-Based Design and Integration of a Distributed Multimedia Management System.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003
Damage Pattern Mining in Hurricane Image Databases.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003
Information Reuse and System Integration in the Development of a Hurricane Simulation System.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003
2002
A Multimedia Data Mining Framework: Mining Information from Traffic Video Sequences.
J. Intell. Inf. Syst., 2002
A Multimedia Semantic Model for RTSP-Based Multimedia Presentation Systems.
Proceedings of the 4th International Symposium on Multimedia Software Engineering, 2002
Mining High-Level User Concepts with Multiple Instance Learning and Relevance Feedback for Content-Based Image Retrieval.
Proceedings of the Mining Multimedia and Complex Data, 2002
User Concept Pattern Discovery Using Relevance Feedback And Multiple Instance Learning For Content-Based Image Retrieval.
Proceedings of the Third International Workshop on Multimedia Data Mining, 2002
Streaming SMIL Presentations via a Multimedia Semantic Model.
Proceedings of the 6th Joint Conference on Information Science, 2002
Scene change detection by audio and video clues.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
2001
Identifying Overlapped Objects for Video Indexing and Modeling in Multimedia Database Systems.
Int. J. Artif. Intell. Tools, 2001
A flexible image retrieval and multimedia presentation management system for multimedia databases.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001
Multimedia Data Mining for Traffic Video Sequences.
Proceedings of the Second International Workshop on Multimedia Data Mining, 2001
Supporting Information Reuse for Video Data Indexing by Using Color Information.
Proceedings of the ISCA 3rd International Conference on Information Reuse and Integration, 2001
Video Scene Change Detection Method Using Unsupervised Segmentation And Object Tracking.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
An Unsupervised Segmentation Framework For Texture Image Queries.
Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), 2001
2000
Object tracking and multimedia augmented transition network for video indexing and modeling.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000