Category: Publications

Paper published in IEEE IoT Journal 2021

Pavlopoulou, Niki, and Edward Curry. “IoTSAX: A Dynamic Abstractive Entity Summarisation Approach with Approximation and Embedding-based Reasoning Rules in Publish/Subscribe Systems.” IEEE Internet of Things Journal (2021). Abstract Users are interested in entity information and may use paradigms like Publish/Subscribe systems in Internet of Things (IoT), where entity-centric data comes from multiple sources. The IoT application demands…
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July 14, 2021 0

Paper published in IEEE Internet of Things Journal 2021

Yadav, Piyush, Dhaval Salwala, and Edward Curry. “VID-WIN: Fast Video Event Matching with Query-Aware Windowing at the Edge for the Internet of Multimedia Things.” IEEE Internet of Things Journal (2021). Abstract Efficient video processing is a critical component in many IoMT applications to detect events of interest. Presently, many window optimization techniques have been proposed…
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May 12, 2021 0

Paper published in Image and Vision Computing (IMAVIS), Volume 106, 2021

Asra Aslam, Edward Curry, “A Survey on Object Detection for the Internet of Multimedia Things (IoMT) using Deep Learning and Event-based Middleware: Approaches, Challenges, and Future Directions“, Image and Vision Computing (IMAVIS), Volume 106, 2021, 104095. Abstract An enormous amount of sensing devices (scalar or multimedia) collect and generate information (in the form of events)…
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May 10, 2021 0

Paper published in Multimedia Tools and Applications (MTAP), 2021.

Asra Aslam, Edward Curry, “Investigating Response Time and Accuracy in Online Classifier Learning for Multimedia Publish-Subscribe Systems“, In Multimedia Tools and Applications (MTAP), 2021.  Abstract The enormous growth of multimedia content in the field of the Internet of Things (IoT) leads to the challenge of processing multimedia streams in real-time. Event-based systems are constructed to process…
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March 12, 2021 0

Paper published in Free and Open Source Software for Geospatial (FOSS4G) 2021

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. Abstract 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…
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February 3, 2021 0

Paper published in international Journal of Semantic Computing, vol. 14, no. 03

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. Abstract Complex Event Processing (CEP) is an event processing paradigm to perform real-time analytics over streaming data and…
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October 29, 2020 0

Paper accepted in ICMR 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). Abstract The Internet of Multimedia Things (IoMT) is an emerging concept due to the large amount of multimedia data produced by sensing devices. Existing event-based systems mainly focus…
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October 11, 2020 0

Paper published in International Journal of Graph Computing, vol. 1, no. 1

Niki Pavlopoulou, 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 Nowadays, there is a lot of attention drawn in smart environments, like Smart Cities and Internet of Things. These environments generate data streams that could…
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October 9, 2020 0

Paper published in 1st International Workshop on Edge Migration and Architecture (EdgeWays 2020)

Felipe Arruda Pontes, Edward Curry, “Cloud-Edge Microservice Architecture for DNN-based Distributed Multimedia Event Processing”, In 1st International Workshop on Edge Migration and Architecture (EdgeWays 2020), 2020. Abstract The rise of Big Data, Internet of Multimedia Things (IoMT), and Deep Neural Network (DNN) enabled the growth of DNN-based Computer Vision solutions to Multimedia Event Processing (MEP) applications. When…
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September 19, 2020 0

Paper accepted in CSSA workshop @ CIKM 2020

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. Abstract Efficient multimedia event processing is a key enabler for real-time and complex decision making in…
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September 10, 2020 0