2025
KAN KAN Buff Signed Graph Neural Networks?
CoRR, January, 2025
Novel Considerations in the ML/AI Modeling of Large-Scale Learning Loss.
IEEE Access, 2025
2024
Improving association discovery through multiview analysis of social networks.
Soc. Netw. Anal. Min., December, 2024
Image deduplication using efficient visual indexing and retrieval: optimizing storage, time and energy for deep neural network training.
Signal Image Video Process., December, 2024
Binarydnet53: a lightweight binarized CNN for monkeypox virus image classification.
Signal Image Video Process., September, 2024
Stratified Graph Indexing for efficient search in deep descriptor databases.
Int. J. Multim. Inf. Retr., September, 2024
Domain Adaptation With Contrastive Learning for Object Detection in Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2024
Unsupervised Domain Adaptation With Debiased Contrastive Learning and Support-Set Guided Pseudolabeling for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
GraphC: Parameter-free Hierarchical Clustering of Signed Graph Networks v2.
CoRR, 2024
Advancing Retinal Vessel Segmentation With Diversified Deep Convolutional Neural Networks.
IEEE Access, 2024
Automated Corrosion Identification in Metal Imagery: Traditional vs. Deep Learning.
Proceedings of the Advances in Visual Computing - 19th International Symposium, 2024
2023
Scaling Frustration Index and Corresponding Balanced State Discovery for Real Signed Graphs.
CoRR, 2023
ABCD: Algorithm for Balanced Component Discovery in Signed Networks.
CoRR, 2023
Identifying Stable States of Large Signed Graphs.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Long COVID Challenge: Predictive Modeling of Noisy Clinical Tabular Data.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
2022
Identification of Small Objects in Satellite Image Benchmarks.
CoRR, 2022
Advances in scaling community discovery methods for signed graph networks.
J. Complex Networks, 2022
Cluster boosting and data discovery in social networks.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022
Improving the Energy Efficiency of Real-time DNN Object Detection via Compression, Transfer Learning, and Scale Prediction.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022
NewsImages: addressing the depiction gap with an online news dataset for text-image rematching.
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022
Evaluating Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for High-dimensional Image Feature Search.
Proceedings of the IEEE International Conference on Big Data, 2022
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Characterizing attitudinal network graphs through frustration cloud.
Data Min. Knowl. Discov., 2021
Advances in Scaling Community Discovery Methods for Large Signed Graph Networks.
CoRR, 2021
pytwanalysis: Twitter Data Management And Analysis at Scale.
Proceedings of the Eighth International Conference on Social Network Analysis, 2021
Discovering and balancing fundamental cycles in large signed graphs.
Proceedings of the International Conference for High Performance Computing, 2021
Migrating Software from x86 to ARM Architecture: An Instruction Prediction Approach.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021
DL-TXST NewsImages: Contextual Feature Enrichment for Image-Text Re-matching.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
DL-TXST Fake News: Enhancing Tweet Content Classification with Adapted Language Models.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Overhead Projection Approach For Multi-Camera Vessel Activity Recognition.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Enriching Content Analysis of Tweets Using Community Discovery Graph Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020
Computing with Words in Maritime Piracy and Attack Detection Systems.
Proceedings of the Augmented Cognition. Human Cognition and Behavior, 2020
2019
Experimentation and Analysis of Ensemble Deep Learning in IoT Applications.
Open J. Internet Things, 2019
Patient Centric Data Integration for Improved Diagnosis and Risk Prediction.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019
Solving Cyber Alert Allocation Markov Games with Deep Reinforcement Learning.
Proceedings of the Decision and Game Theory for Security - 10th International Conference, 2019
2018
Transfer Learning of Deep Neural Networks for Visual Collaborative Maritime Asset Identification.
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018
2015
An end-to-end system for content-based video retrieval using behavior, actions, and appearance with interactive query refinement.
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Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015
2010
Multimedia Event Detection (MED) Evaluation Task.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010
Probabilistic visual concept trees.
Proceedings of the 18th International Conference on Multimedia 2010, 2010
2008
Guest Editors' Introduction: Collaborative Tagging of Multimedia.
IEEE Multim., 2008
IBM Research TRECVID-2008 Video Retrieval System.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008
IBM multimedia analysis and retrieval system.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008
2007
IBM Research TRECVID-2007 Video Retrieval System.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007
Semantic concept-based query expansion and re-ranking for multimedia retrieval.
Proceedings of the 15th International Conference on Multimedia 2007, 2007
Model-shared subspace boosting for multi-label classification.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Dynamic Multimodal Fusion in Video Search.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
Data Modeling Strategies for Imbalanced Learning in Visual Search.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
IBM multimodal interactive video threading.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
Cluster-based data modeling for semantic video search.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
IBM multimedia search and retrieval system.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
2006
Large-Scale Concept Ontology for Multimedia.
IEEE Multim., 2006
IBM Research TRECVID-2006 Video Retrieval System.
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Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006
Diversity in multimedia information retrieval research.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006
Semantic Labeling of Multimedia Content Clusters.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Assessing the Filtering and Browsing Utility of Automatic Semantic Concepts for Multimedia Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Efficient Summarizing of Multimedia Archives Using Cluster Labeling.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006
2005
Metadata Practices for Consumer Photos.
IEEE Multim., 2005
IBM Research TRECVID-2005 Video Retrieval System.
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Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005
Learning the semantics of multimedia queries and concepts from a small number of examples.
Proceedings of the 13th ACM International Conference on Multimedia, 2005
Multimedia Research Challenges for Industry.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005
2004
IBM Research TRECVID 2004 Video Retrieval System.
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Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004
Issues in managing image and video data.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004
2003
On the Rayleigh nature of Gabor filter outputs.
Proceedings of the 2003 International Conference on Image Processing, 2003
Nearest Neighbor Search for Relevance Feedback.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
2002
Scalable spatial event representation.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002