Piyush Yadav, Dipto Sarkar, Shailesh Deshpande, Edward Curry, “Human Assisted Artificial Intelligence Based Technique to Create Natural Features for OpenStreetMap (Poster)“, In Free and Open Source Software for Geospatial (FOSS4G), 2021. In this work, we propose an AI-based technique using freely available satellite images like Landsat and Sentinel to create natural features over OSM in congruence…
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Piyush Yadav, Dhaval Salwala, Dibya Prakash Das, Edward Curry, “Knowledge Graph Driven Approach to Represent Video Streams for Spatiotemporal Event Pattern Matching in Complex Event Processing“, In International Journal of Semantic Computing, vol. 14, no. 03, pp. 423-455, 2020.
Niki Pavloupulu, Edward Curry, “Dynamic Diverse Summarisation in Heterogeneous Graph Streams: A Comparison between Thesaurus/Ontology-based and Embeddings-based Approaches”, In International Journal of Graph Computing, vol. 1, no. 1, pp. 70-94, 2020.
Abstract: The rise of Big Data, Internet of Multimedia Things (IoMT),and Deep Neural Network (DNN) enabled the growth of DNN-basedComputer Vision solutions to Multimedia Event Processing (MEP) applications. When these are applied to a real-world scenario we notice theimportance of having a system with a satisfactory speed that can fit inthe limited resources of most…
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Muhammad Jaleed Khan, Edward Curry, “Neuro-symbolic Visual Reasoning for Multimedia Event Processing: Overview, Prospects and Challenges”, Combining Symbolic and Sub-symbolic Methods and their Applications (CSSA), 29th ACM International Conference on Information and Knowledge Management (CIKM), Oct. 2020, Galway, Ireland.
Amin Anjomshoaa, Edward Curry, “Inter-space Machine Learning in Smart Environments“, International Cross-Domain Conference for Machine Learning and Knowledge Extraction, pp. 535-549. Springer, Cham, 2020.
Piyush Yadav, Dipto Sarkar, Dhaval Salwala, Edward Curry, “Human Assisted Artificial Intelligence Based Technique to Create Natural Features for OpenStreetMap“, International Conference on Geographic Information Science (GIScience) 2020.
Asra Aslam and Edward Curry. “Reducing Response Time for Multimedia Event Processing using Domain Adaptation.” Proceedings of the 2020 ACM on International Conference on Multimedia Retrieval (ICMR).
Asra Aslam and Edward Curry, “Object Detection for Unseen Domains while Reducing Response Time using Knowledge Transfer in Multimedia Event Processing.” Proceedings of the 2020 ACM on International Conference on Multimedia Retrieval (ICMR).
Abstract: Complex Event Processing (CEP) systems is an event pro- cessing paradigm to perform real-time analytics over streaming data and match high-level event patterns. Presently, the CEP system is limited to process structured data stream. Video streams are complicated due to their unstructured data model and limit CEP systems to perform match- ing over them.…
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