Parth Nagarkar
Orcid: 0000-0001-6284-9251
According to our database1,
Parth Nagarkar
authored at least 25 papers
between 2011 and 2022.
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Bibliography
2022
Experimental Analysis of Machine Learning Techniques for Finding Search Radius in Locality Sensitive Hashing.
CoRR, 2022
CoRR, 2022
2021
A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data.
CoRR, 2021
A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems.
CoRR, 2021
Proceedings of the Similarity Search and Applications - 14th International Conference, 2021
Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021
Experimental Analysis of Locality Sensitive Hashing Techniques for High-Dimensional Approximate Nearest Neighbor Searches.
Proceedings of the Databases Theory and Applications, 2021
2020
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020
Improving Locality Sensitive Hashing by Efficiently Finding Projected Nearest Neighbors.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020
mmLSH: A Practical and Efficient Technique for Processing Approximate Nearest Neighbor Queries on Multimedia Data.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020
2019
Drawbacks and Proposed Solutions for Real-time Processing on Existing State-of-the-art Locality Sensitive Hashing Techniques.
CoRR, 2019
qwLSH: Cache-conscious Indexing for Processing Similarity Search Query Workloads in High-Dimensional Spaces.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
2018
PSLSH: An Index Structure for Efficient Execution of Set Queries in High-Dimensional Spaces.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
Query Workload-Aware Index Structures for Range Searches in 1D, 2D, and High-Dimensional Spaces.
PhD thesis, 2017
SIMDMS: Data Management and Analysis to Support Decision Making through Large Simulation Ensembles.
Proceedings of the 20th International Conference on Extending Database Technology, 2017
2015
Compressed Spatial Hierarchical Bitmap (cSHB) Indexes for Efficiently Processing Spatial Range Query Workloads.
Proc. VLDB Endow., 2015
Compressed Hierarchical Bitmaps for Efficiently Processing Different Query Workloads.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015
2014
HCS: Hierarchical Cut Selection for Efficiently Processing Queries on Data Columns using Hierarchical Bitmap Indices.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
2011
Proceedings of the EDBT 2011, 2011