Lero- Irish Software Research Centre
Insight Centre for Data Analytics
National University of Ireland Galway
- Claude Bernard -
“The joy of discovery is certainly the liveliest that the mind of man can ever feel”
PUBLICATIONS
Projects
1. Driving Positive Outcomes through Open Data Solutions for Mobility
2018
16. [Report] Driving Positive Outcomes through Open Data Solutions for Mobility, Dell, Lero, Forum For the Future, Open DataSoft, City of Palo Alto, 2018
15. [Conference] Yadav, Piyush, Shamsuddin Ladha, Shailesh Deshpande, and Edward Curry. " Computational Model for Urban Growth Using Socioeconomic Latent Parameters ", In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 65-78. Springer, Cham, 2018.
14. [Preprint] Ladha, Shamsuddin N., Piyush Yadav, and Shailesh Deshpande. "FEATURE SET CONSOLIDATION FOR OBJECT REPRESENTATION BY PARTS."
2017
13. [Conference] Yadav, Piyush, Souleiman Hasan, and Edward Curry. "The Event Crowd: A Novel Approach for Crowd-Enabled Event Processing." In Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, pp. 44-53. ACM DEBS, 2017.
12. [Conference] Yadav, Piyush, Souleiman Hasan, Adegboyega Ojo, and Edward Curry. "The Role of Open Data in Driving Sustainable Mobility in Nine Smart Cities.", European COnference on Information Systems, ECIS (2017): 1248.
11. [Book Chapter] Yadav, Piyush, Shailesh Deshpande, and Raja Sengupta. "Animating maps: Visual analytics meets geoweb 2.0." In Advances in geocomputation, pp. 75-84. Springer, Cham, 2017.
10. [Conference] Deshpande, Shailesh, Arcot Sowmya, Piyush Yadav, Shamsuddin Ladha, Priyanka Verma, Karthikeyan Vaiapury, Jay Gubbi, and P. Balamuralidhar. "CogVis: attention-driven cognitive architecture for visual change detection." In Proceedings of the Symposium on Applied Computing, pp. 151-154. ACM SAC 2017.
9. [Patent] Ladha, Shamsuddin Nasiruddin, Piyush Yadav, and Shailesh Shankar Deshpande. "Methods and systems for optimizing hidden markov model based land change prediction." U.S. Patent Application 15/271,913, filed March 30, 2017.
8. [Conference] Deshpande, Shailesh, Shamsuddin Ladha, Hemant Aggarwal, and Piyush Yadav. "Extraction of themes from aerial imagery using latent dirichlet allocation." In Geoscience and Remote Sensing Symposium (IGARSS), 2017 IEEE International, pp. 4770-4773. IEEE, 2017.
7. [Journal]Deshpande, Shailesh, Priyanka Verma, Piyush Yadav, Jay Gubbi, and P. Balamurali. "URBAN GROWTH STUDIES FOR JOHANNESBURG CITY USING." Asian Journal of Geoinformatics 16, no. 3 (2017). [Best Paper Award, ACRS 2016]
2016
6. [Conference] Yadav, Piyush, and Shailesh Deshpande. "Assessment of anticipated runoff because of impervious surface increase in Pune Urban Catchments, India: a remote sensing approach." In Eighth International Conference on Digital Image Processing (ICDIP 2016), vol. 10033, p. 100333T. International Society for Optics and Photonics, 2016.
2015
5. [Conference] Yadav, Piyush, Kejul Kalyani, and Ravi Mahamuni. "User Intention Mining: A Non-intrusive Approach to Track User Activities for Web Application." In International Conference in Swarm Intelligence, pp. 147-154. Springer, Cham, 2015.
4. [Conference] Yadav, Piyush, and Shailesh Deshpande. "Spatio-Temporal assessment of urban growth impact in Pune city using remotely sensed data." In 36th Asian Conference on Remote Sensing. 2015. [Best Innovative Paper, ACRS 2015]
3. [Conference] Mahamuni, Ravi, Kejul Kalyani, and Piyush Yadav. "A simplified approach for making human values central to interaction design." Procedia Manuf 3 (2015): 874-881.
2. [Conference] SPECTRAL LIBRARY SEARCH “TARANG”: OGC COMPATIBLE WEB SERVICES FOR CONNECTED DEVICES, TCS TACTICS
1. [Patent] UNDERSTANDING THERMAL FLUXES IN AND AROUND PUNE CITY USING REMOTELY SENSED DATA SYSTEM AND METHOD FOR MONITORING ACTIVITIES OF A USER ON A SOFTWARE APPLICATION
2019
23. [Conference] Yadav, Piyush. "High-performance complex event processing framework to detect event patterns over video streams." In Proceedings of the 20th International Middleware Conference Doctoral Symposium, pp. 47-50. ACM, 2019.
22. [Conference] Yadav, Piyush, Dibya Prakash Das, Edward Curry. "State Summarization of Video Streams for Spatiotemporal Query Matching in Complex Event Processing". In 18th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA' 19 ), Boca Raton, Florida, 2019.
21. [Conference] Yadav, Piyush, Edward Curry."VidCEP: Complex Event Processing Framework to Detect Spatiotemporal Patterns in Video Streams". In IEEE Big Data, Los Angeles 2019.
20. [Conference Poster] Yadav, Piyush, Dibya Prakash Das, and Edward Curry. "Data-Driven Windows to Accelerate Video Stream Content Extraction in Complex Event Processing." In Proceedings of the 20th International Middleware Conference Demos and Posters, pp. 15-16. ACM, 2019.
19. [Conference] Yadav, Piyush, and Edward Curry. "VEKG: Video Event Knowledge Graph to Represent Video Streams for Complex Pattern Matching." IEEE Graph Computing, Laguna Hills, California (2019).
18. [Conference] Yadav, Piyush, Shamshuddin Ladha, Shailesh Deshpande, and Edward Curry. "Feature Set Consolidation for Object Representation by Parts". In 21st IEEE Symposium on Multimedia (IEEE ISM '19), San Diego, California, 2019.
17. [Conference] Deshpande, Shailesh, Piyush Yadav, Guneet Mutreja, and P. Balamuralidhar. "Spectral Library of Indian Urban Materials-OGC Compatible Web Services “Tarang”." In 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), pp. 1-5. IEEE, 2019.