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Computer Science

POST DOCTORAL RESEARCH PIYUSH YADAV

Biography

Hi! I am a Senior Postdoctoral Researcher at Insight Center for Data Analytics at NUI Galway (NUIG) Ireland. I have done my Ph.D. from Lero -Irish Software Research Centre, NUI Galway. My Ph.D. advisor is Dr. Edward Curry. Before joining NUIG, I was a Researcher at Tata Research Development and Design Centre (TRDDC) which is part of TCS Innovation Lab and is India's first R&D software lab under the aegis of Tata. Prior to that, I completed my M.Tech. (CSE) with specialization in information security at IIIT Delhi in 2013.

Research Interest : Complex Event Processing, Multimedia Analytics, Machine Learning and AI, IoT, Smart Cities, Geospatial Techniques

Research Interests

Research Interest : Complex Event Processing, Stream Processing, Multimedia Analytics, Machine Learning, Smart Cities, GIS and Remote Sensing

Peer Reviewed Journals

	Year	Publication
	(2021)	'VID-WIN: Fast Video Event Matching With Query-Aware Windowing at the Edge for the Internet of Multimedia Things' Piyush Yadav; Dhaval Salwala; Edward Curry (2021) 'VID-WIN: Fast Video Event Matching With Query-Aware Windowing at the Edge for the Internet of Multimedia Things'. Ieee Internet Of Things Journal, 8 (13):10367-10389 [DOI] [ARAN Link] [Details]
	(2020)	'Knowledge Graph Driven Approach to Represent Video Streams for Spatiotemporal Event Pattern Matching in Complex Event Processing' Yadav, Piyush and Salwala, Dhaval and Das, Dibya Prakash and Curry, Edward (2020) 'Knowledge Graph Driven Approach to Represent Video Streams for Spatiotemporal Event Pattern Matching in Complex Event Processing'. International Journal Of Semantic Computing, 14 (03):423-455 [DOI] [ARAN Link] [Details]
	(2017)	'THE ROLE OF OPEN DATA IN DRIVING SUSTAINABLE MOBILITY IN NINE SMART CITIES' Yadav, Piyush and Hasan, Souleiman and Ojo, Adegboyega and Curry, Edward (2017) 'THE ROLE OF OPEN DATA IN DRIVING SUSTAINABLE MOBILITY IN NINE SMART CITIES'. Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, :1248-1263 [ARAN Link] [Details]
	(2017)	'URBAN GROWTH STUDIES FOR JOHANNESBURG CITY USING' Deshpande, Shailesh and Verma, Priyanka and Yadav, Piyush and Gubbi, Jay and others (2017) 'URBAN GROWTH STUDIES FOR JOHANNESBURG CITY USING'. Asian Journal of Geoinformatics, 16 (3) [Details]
	(2015)	'A simplified approach for making human values central to interaction design' Mahamuni, Ravi and Kalyani, Kejul and Yadav, Piyush (2015) 'A simplified approach for making human values central to interaction design'. Procedia Manufacturing, 3 :874-881 [Details]

Book Chapters

	Year	Publication
	(2017)	'Animating Maps: Visual Analytics meets Geoweb 2.0' Yadav, Piyush and Deshpande, Shailesh and Sengupta, Raja (2017) 'Animating Maps: Visual Analytics meets Geoweb 2.0' In: :75-84 Springer. [Details]

Conference Publications

	Year	Publication
	(2021)	*47th International Conference on Very Large Data Bases (VLDB 2021)* Piyush Yadav; Dhaval Salwala; Felipe Arruda Pontes; Praneet Dhingra; Edward Curry (2021) Query-Driven Video Event Processing for the Internet of Multimedia Things . In: Proceedings of the VLDB Endowment eds. 47th International Conference on Very Large Data Bases (VLDB 2021) Copenhagen, Denmark, , 16-AUG-21 - 20-AUG-21 , pp.2847-2850 [DOI] [ARAN Link] [Details]
	(2020)	*11th International Conference on Geographic Information Science (GIScience 2021)-Part I* Yadav, Piyush and Sarkar, Dipto and Salwala, Dhaval and Curry, Edward (2020) Traffic Prediction Framework for OpenStreetMap Using Deep Learning Based Complex Event Processing and Open Traffic Cameras 11th International Conference on Geographic Information Science (GIScience 2021)-Part I [ARAN Link] [Details]
	(2020)	*11th International Conference on Geographic Information Science (GIScience 2021) - Part I* Piyush Yadav; Dipto Sarkar; Dhaval Salwala; Edward Curry (2020) Traffic Prediction Framework for OpenStreetMap Using Deep Learning Based Complex Event Processing and Open Traffic Cameras . In: Krzysztof Janowicz and Judith A. Verstegen eds. 11th International Conference on Geographic Information Science (GIScience 2021) - Part I Poland, , pp.17:1-17:17 [DOI] [Details]
	(2019)	*IEEE Graph Computing* Yadav, Piyush; Curry, Edward (2019) VEKG: Video Event Knowledge Graph to Represent Video Streams for Complex Pattern Matching . In: IEEE eds. IEEE Graph Computing Laguna Hills, California, US, [Details]
	(2019)	*2019 IEEE International Symposium on Multimedia (ISM)* Yadav, Piyush and Ladha, Shamsuddin and Deshpande, Shailesh and Curry, Edward (2019) Feature Set Consolidation for Object Representation by Parts 2019 IEEE International Symposium on Multimedia (ISM) , pp.124-1243 [Details]
	(2019)	*2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)* P. Yadav and D. P. Das and E. Curry (2019) State Summarization of Video Streams for Spatiotemporal Query Matching in Complex Event Processing 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) , pp.81-88 [Details]
	(2019)	*2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)* S. Deshpande and P. Yadav and G. Mutreja and P. Balamuralidhar (2019) Spectral Library of Indian Urban Materials - OGC Compatible Web Services â€œTarangâ€ 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) , pp.1-5 [Details]
	(2019)	*Proceedings of the 20th International Middleware Conference Doctoral Symposium* Yadav, Piyush (2019) High-performance complex event processing framework to detect event patterns over video streams Proceedings of the 20th International Middleware Conference Doctoral Symposium , pp.47-50 [Details]
	(2019)	*Proceedings of the 20th International Middleware Conference Demos and Posters* Yadav, Piyush and Das, Dibya Prakash and Curry, Edward (2019) Data-Driven Windows to Accelerate Video Stream Content Extraction in Complex Event Processing Proceedings of the 20th International Middleware Conference Demos and Posters , pp.15-16 [Details]
	(2018)	*Joint European Conference on Machine Learning and Knowledge Discovery in Databases* Yadav, Piyush and Ladha, Shamsuddin and Deshpande, Shailesh and Curry, Edward (2018) Computational Model for Urban Growth Using Socioeconomic Latent Parameters Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pp.65-78 [Details]
	(2017)	*SAC '17 Proceedings of the Symposium on Applied Computing* Shailesh Deshpande, Arcot Sowmya, Piyush Yadav, Shamshudding Ladha, Jay Gubbi (2017) CogVis: attention-driven cognitive architecture for visual change detection SAC '17 Proceedings of the Symposium on Applied Computing [Details]
	(2017)	*IEEE International Geoscience and Remote Sensing Symposium* Shailesh Deshpande, Shamshuddin Ladha, Hemant Aggarwal, Piyush Yadav (2017) EXTRACTION OF THEMES FROM AERIAL IMAGERY USING LATENT DIRICHLET ALLOCATION IEEE International Geoscience and Remote Sensing Symposium [Details]
	(2017)	*Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems* Yadav, Piyush and Hasan, Souleiman and Curry, Edward and others (2017) The Event Crowd: A Novel Approach for Crowd-Enabled Event Processing Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems , pp.44-53 [Details]
	(2016)	*Eighth International Conference on Digital Image Processing (ICDIP 2016)* Yadav, Piyush and Deshpande, Shailesh (2016) Assessment of anticipated runoff because of impervious surface increase in Pune Urban Catchments, India: a remote sensing approach Eighth International Conference on Digital Image Processing (ICDIP 2016) [Details]
	(2015)	*International Conference in Swarm Intelligence* Yadav, Piyush and Kalyani, Kejul and Mahamuni, Ravi (2015) User Intention Mining: A Non-intrusive Approach to Track User Activities for Web Application International Conference in Swarm Intelligence , pp.147-154 [Details]
	(2015)	*36th Asian Conference on Remote Sensing - ACRS 2105* Ravina More, Piyush Yadav, Shailesh Deshpande (2015) Understanding Thermal Fluxes in and around Pune City using Remotely Sensed Data 36th Asian Conference on Remote Sensing - ACRS 2105 [Details]
	(2015)	*Asian Conference on Remote Sensing* Yadav, Piyush and Deshpande, Shailesh (2015) Spatio-Temporal assessment of urban growth impact in Pune city using remotely sensed data Asian Conference on Remote Sensing [Details]