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Piyush Yadav
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2020 – today
- 2024
- [j8]Mayank Jain, Piyush Yadav, Soumyabrata Dev:
Holistic and Lightweight Approach for Solar Irradiance Forecasting. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - 2022
- [j7]Edward Curry, Dhaval Salwala, Praneet Dhingra, Felipe Arruda Pontes, Piyush Yadav:
Multimodal Event Processing: A Neural-Symbolic Paradigm for the Internet of Multimedia Things. IEEE Internet Things J. 9(15): 13705-13724 (2022) - [c25]Bharath Sudharsan, Panchakarla S. Rahul, Piyush Yadav, Suneet Kumar Gupta, Vimal Kumar, Duc-Duy Nguyen, Muhammad Intizar Ali, John G. Breslin:
RIS-IoT: Towards Resilient, Interoperable, Scalable IoT. ICCPS 2022: 296-297 - [c24]Bhavya Jain, Abhiraj Singh, Amit Kumar, Piyush Yadav, S. Pratap Singh:
Molecular Signaling under Different Transmitting Waveform for Applied Deployments. ICAC 2022: 1-6 - [c23]Bharath Sudharsan, Simone Salerno, Piyush Yadav, John G. Breslin:
Poster Abstract: Approach for Remote, On-Demand loading and Execution of TensorFlow Lite ML Models on Arduino IoT Boards. IPSN 2022: 521-522 - 2021
- [j6]Krishna Kant Singh, Piyush Yadav, Akansha Singh, Gaurav Dhiman, Korhan Cengiz:
Cooperative spectrum sensing optimization for cognitive radio in 6 G networks. Comput. Electr. Eng. 95: 107378 (2021) - [j5]Piyush Yadav, Dhaval Salwala, Edward Curry:
VID-WIN: Fast Video Event Matching With Query-Aware Windowing at the Edge for the Internet of Multimedia Things. IEEE Internet Things J. 8(13): 10367-10389 (2021) - [j4]Piyush Yadav, Dhaval Salwala, Felipe Arruda Pontes, Praneet Dhingra, Edward Curry:
Query-Driven Video Event Processing for the Internet of Multimedia Things. Proc. VLDB Endow. 14(12): 2847-2850 (2021) - [j3]Piyush Yadav, Kushaagra Maheshwari, Abhijeet Kumar Lal, Rajeev Agrawal:
Network Planning for Deep Fading Area at 1.8 GHz LTE Network. Wirel. Pers. Commun. 116(3): 2223-2237 (2021) - [c22]Bharath Sudharsan, Piyush Yadav, John G. Breslin, Muhammad Intizar Ali:
An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware. SCC 2021: 319-328 - [c21]Bharath Sudharsan, Piyush Yadav, Duc-Duy Nguyen, Jefkine Kafunah, John G. Breslin:
Ensemble Methods for Collective Intelligence: Combining Ubiquitous ML Models in IoT. IEEE BigData 2021: 1960-1963 - [c20]Piyush Yadav, Dipto Sarkar, Dhaval Salwala, Edward Curry:
Traffic Prediction Framework for OpenStreetMap Using Deep Learning Based Complex Event Processing and Open Traffic Cameras. GIScience (I) 2021: 17:1-17:17 - [c19]Piyush Yadav, Dhaval Salwala, Bharath Sudharsan, Edward Curry:
GNOSIS- query-driven multimodal event processing for unstructured data streams. Middleware Demos/Posters 2021: 16-17 - [c18]Dhaval Salwala, Piyush Yadav, Venkatesh G. Munirathnam, Suzanne Little, Noel E. O'Connor, Edward Curry:
UrbanAccess: Query Driven Urban Analytics Platform for Detecting Complex Accessibility Event Patterns using Tactile Surfaces. UrbanMM @ ACM Multimedia 2021: 19-21 - [c17]Bharath Sudharsan, Dhruv Sheth, Shailesh Arya, Federica Rollo, Piyush Yadav, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali:
ElastiCL: Elastic Quantization for Communication Efficient Collaborative Learning in IoT. SenSys 2021: 382-383 - [c16]Bharath Sudharsan, Piyush Yadav, John G. Breslin, Muhammad Intizar Ali:
Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI 2021: 97-106 - [c15]Bharath Sudharsan, Simone Salerno, Duc-Duy Nguyen, Muhammad Yahya, Abdul Wahid, Piyush Yadav, John G. Breslin, Muhammad Intizar Ali:
TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers. WF-IoT 2021: 883-884 - [i9]Dipto Sarkar, Piyush Yadav:
Donut visualizations for network-level and regional-level overview of Spatial Social Networks. CoRR abs/2101.00929 (2021) - [i8]Piyush Yadav, Dhaval Salwala, Edward Curry:
VID-WIN: Fast Video Event Matching with Query-Aware Windowing at the Edge for the Internet of Multimedia Things. CoRR abs/2105.02957 (2021) - 2020
- [j2]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. Int. J. Semantic Comput. 14(3): 423-455 (2020) - [c14]Rahul Mishra, Piyush Yadav, Rémi Calizzano, Markus Leippold:
MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching. ICMLA 2020: 709-716 - [i7]Piyush Yadav, Shamsuddin Ladha, Shailesh Deshpande, Edward Curry:
Computational Model for Urban Growth Using Socioeconomic Latent Parameters. CoRR abs/2007.00480 (2020) - [i6]Piyush Yadav, Dipto Sarkar, Shailesh Deshpande, Edward Curry:
Human Assisted Artificial Intelligence Based Technique to Create Natural Features for OpenStreetMap. CoRR abs/2007.02149 (2020) - [i5]Piyush Yadav, Dhaval Salwala, Edward Curry:
Knowledge Graph Driven Approach to Represent Video Streams for Spatiotemporal Event Pattern Matching in Complex Event Processing. CoRR abs/2007.06292 (2020) - [i4]Piyush Yadav, Edward Curry:
VidCEP: Complex Event Processing Framework to Detect Spatiotemporal Patterns in Video Streams. CoRR abs/2007.07817 (2020) - [i3]Piyush Yadav, Dipto Sarkar, Dhaval Salwala, Edward Curry:
Traffic Prediction Framework for OpenStreetMap using Deep Learning based Complex Event Processing and Open Traffic Cameras. CoRR abs/2008.00928 (2020) - [i2]Piyush Yadav, Edward Curry:
Visual Semantic Multimedia Event Model for Complex Event Detection in Video Streams. CoRR abs/2009.14525 (2020) - [i1]Rahul Mishra, Piyush Yadav, Rémi Calizzano, Markus Leippold:
MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching. CoRR abs/2010.03617 (2020)
2010 – 2019
- 2019
- [j1]Piyush Yadav, Rajeev Agrawal:
Network Selection for Maximum Coverage using Regression Analysis in Deep Fading Environment. Wirel. Pers. Commun. 106(3): 1057-1074 (2019) - [c13]Piyush Yadav, Edward Curry:
VidCEP: Complex Event Processing Framework to Detect Spatiotemporal Patterns in Video Streams. IEEE BigData 2019: 2513-2522 - [c12]Piyush Yadav, Edward Curry:
VEKG: Video Event Knowledge Graph to Represent Video Streams for Complex Event Pattern Matching. GC 2019: 13-20 - [c11]Piyush Yadav, Dibya Prakash Das, Edward Curry:
State Summarization of Video Streams for Spatiotemporal Query Matching in Complex Event Processing. ICMLA 2019: 81-88 - [c10]Piyush Yadav, Shamsuddin Ladha, Shailesh Deshpande, Edward Curry:
Feature Set Consolidation for Object Representation by Parts. ISM 2019: 124-127 - [c9]Piyush Yadav, Dibya Prakash Das, Edward Curry:
Data-Driven Windows to Accelerate Video Stream Content Extraction in Complex Event Processing. Middleware Demos/Posters 2019: 15-16 - [c8]Piyush Yadav:
High-performance complex event processing framework to detect event patterns over video streams. Middleware Doctoral Symposium 2019: 47-50 - [c7]Shailesh S. Deshpande, Piyush Yadav, Guneet Mutreja, P. Balamuralidhar:
Spectral Library of Indian Urban Materials - OGC Compatible Web Services "Tarang". WHISPERS 2019: 1-5 - 2018
- [c6]Piyush Yadav, Shamsuddin Ladha, Shailesh Deshpande, Edward Curry:
Computational Model for Urban Growth Using Socioeconomic Latent Parameters. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: 65-78 - 2017
- [c5]Piyush Yadav, Umair ul Hassan, Souleiman Hasan, Edward Curry:
The Event Crowd: A Novel Approach for Crowd-Enabled Event Processing. DEBS 2017: 44-53 - [c4]Piyush Yadav, Souleiman Hasan, Adegboyega Ojo, Edward Curry:
The Role of Open Data in driving Sustainable Mobility in Nine Smart Cities. ECIS 2017: 81 - [c3]Shailesh Deshpande, Shamsuddin Ladha, Hemant Aggarwal, Piyush Yadav:
Extraction of themes from aerial imagery using latent dirichlet allocation. IGARSS 2017: 4770-4773 - [c2]Shailesh S. Deshpande, Arcot Sowmya, Piyush Yadav, Shamsuddin Ladha, Priyanka Verma, Karthikeyan Vaiapury, Jay Gubbi, P. Balamuralidhar:
CogVis: attention-driven cognitive architecture for visual change detection. SAC 2017: 151-154 - 2015
- [c1]Piyush Yadav, Kejul Kalyani, Ravi Mahamuni:
User Intention Mining: A Non-intrusive Approach to Track User Activities for Web Application. ICSI (3) 2015: 147-154
Coauthor Index
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