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Piyush Yadav
Piyush Yadav
Chief Technologist, Collins Aerospace, Applied Research and Technology, Ireland
Preverjeni e-poštni naslov na collins.com - Domača stran
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Leto
Tinyml benchmark: Executing fully connected neural networks on commodity microcontrollers
B Sudharsan, S Salerno, DD Nguyen, M Yahya, A Wahid, P Yadav, ...
2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 883-884, 2021
542021
Vidcep: Complex event processing framework to detect spatiotemporal patterns in video streams
P Yadav, E Curry
2019 IEEE International conference on big data (big data), 2513-2522, 2019
362019
The role of open data in driving sustainable mobility in nine smart cities
P Yadav, S Hasan, A Ojo, E Curry
Proceedings of the 25th European Conference on Information Systems (ECIS …, 2017
362017
Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices
B Sudharsan, P Yadav, JG Breslin, MI Ali
Proceedings of the 18th IEEE International Conference on Ubiquitous …, 2021
272021
Vid-win: Fast video event matching with query-aware windowing at the edge for the internet of multimedia things
P Yadav, D Salwala, E Curry
IEEE Internet of Things Journal 8 (13), 10367-10389, 2021
212021
Vekg: Video event knowledge graph to represent video streams for complex event pattern matching
P Yadav, E Curry
2019 First International Conference on Graph Computing (GC), 13-20, 2019
172019
An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware
B Sudharsan, P Yadav, JG Breslin, MI Ali
In 2020 IEEE International Conference on Services Computing (SCC), 2021
162021
MuSeM: Detecting incongruent news headlines using mutual attentive semantic matching
R Mishra, P Yadav, R Calizzano, M Leippold
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
142020
Multimodal event processing: A neural-symbolic paradigm for the internet of multimedia things
E Curry, D Salwala, P Dhingra, FA Pontes, P Yadav
IEEE Internet of Things Journal 9 (15), 13705-13724, 2022
122022
A simplified approach for making human values central to interaction design
R Mahamuni, K Kalyani, P Yadav
Procedia Manufacturing 3, 874-881, 2015
122015
Spatio-Temporal assessment of urban growth impact in Pune city using remotely sensed data
P Yadav, S Deshpande
36th Asian Conference on Remote Sensing, 2015
102015
Computational Model for Urban Growth Using Socioeconomic Latent Parameters
P Yadav, S Ladha, S Deshpande, E Curry
In Proceedings European Conference on Machine Learning (ECML-PKDD) 2018 Dublin, 2018
92018
Elasticl: Elastic quantization for communication efficient collaborative learning in iot
B Sudharsan, D Sheth, S Arya, F Rollo, P Yadav, P Patel, JG Breslin, ...
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021
72021
Query-Driven Video Event Processing for the Internet of Multimedia Things
P Yadav, D Salwala, FA Pontes, P Dhingra, E Curry
Proceedings of the VLDB Endowment 14 (12), 2847-2850, 2021
72021
High-performance complex event processing framework to detect event patterns over video streams
P Yadav
Proceedings of the 20th International Middleware Conference Doctoral …, 2019
72019
The Event Crowd: A novel approach for crowd-enabled event processing
P Yadav, U ul Hassan, S Hasan, E Curry
Proceedings of the 11th ACM International Conference on Distributed and …, 2017
72017
Traffic prediction framework for OpenStreetMap using deep learning based complex event processing and open traffic cameras
P Yadav, D Sarkar, D Salwala, E Curry
11th International Conference on Geographic Information Science (GIScience …, 2020
62020
Knowledge graph driven approach to represent video streams for spatiotemporal event pattern matching in complex event processing
P Yadav, D Salwala, DP Das, E Curry
International Journal of Semantic Computing 14 (03), 423-455, 2020
62020
Animating maps: visual analytics meets GeoWeb 2.0
P Yadav, S Deshpande, R Sengupta
Advances in Geocomputation: Geocomputation 2015--The 13th International …, 2017
62017
State summarization of video streams for spatiotemporal query matching in complex event processing
P Yadav, DP Das, E Curry
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
52019
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