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Dr. Sonal Kumari
Dr. Sonal Kumari
Senior Data Science & AI Specialist, ABB Innovation Center, Bangalore, India
Verified email at pilani.bits-pilani.ac.in - Homepage
Title
Cited by
Cited by
Year
Human action recognition using DFT
S Kumari, SK Mitra
2011 Third National Conference on Computer Vision, Pattern Recognition …, 2011
732011
μDBSCAN: an exact scalable DBSCAN algorithm for big data exploiting spatial locality
A Sarma, P Goyal, S Kumari, A Wani, JS Challa, S Islam, N Goyal
2019 IEEE international conference on cluster computing (CLUSTER), 1-11, 2019
312019
Exact, fast and scalable parallel dbscan for commodity platforms
S Kumari, P Goyal, A Sood, D Kumar, S Balasubramaniam, N Goyal
Proceedings of the 18th International Conference on Distributed Computing …, 2017
202017
Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering
S Kumari, S Maurya, P Goyal, S Balasubramaniam, N Goyal
In 23rd IEEE International Conference on High Performance Computing, Data …, 2016
172016
A fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality
P Goyal, S Kumari, S Sharma, D Kumar, V Kishore, S Balasubramaniam, ...
In 18th International Conference on High Performance Computing and …, 2016
172016
Parallelizing optics for commodity clusters
P Goyal, S Kumari, D Kumar, S Balasubramaniam, N Goyal, S Islam, ...
Proceedings of the 16th International Conference on Distributed Computing …, 2015
122015
A Parallel Framework for Grid-based Bottom-up Subspace Clustering
P Goyal, S Kumari, S Singh, V Kishore, S Balasubramaniam, N Goyal
In IEEE 3rd International Conference on Data Science and Advanced Analytics …, 2016
82016
Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters
P Goyal, S Kumari, S Sharma, V Kishore, N Goyal, S Balasubramaniam
In 18th International Conference on IEEE Cluster 2016 18, 2016
82016
Parallel Framework for Efficient K-means Clustering
S Kumari, A Maheshwari, P Goyal, N Goyal
Proceedings of the 8th Annual ACM India Conference, 63--71, 2015
52015
Parallel SLINK for big data
P Goyal, S Kumari, S Sharma, S Balasubramaniam, N Goyal
International Journal of Data Science and Analytics 9 (3), 339-359, 2020
42020
Emplite: A lightweight sequence labeling model for emphasis selection of short texts
V Agarwal, S Ghosh, K Chalamalasetti, B Challa, S Kumari, BRK Raja
arXiv preprint arXiv:2101.03025, 2020
32020
Litemul: A lightweight on-device sequence tagger using multi-task learning
S Kumari, V Agarwal, B Challa, K Chalamalasetti, S Ghosh, ...
2021 IEEE 15th International Conference on Semantic Computing (ICSC), 1-8, 2021
22021
Parallelizing OPTICS for multicore systems
P Goyal, S Kumari, D Kumar, S Balasubramaniam, N Goyal
Proceedings of the 7th ACM India Computing Conference, 1-6, 2014
22014
SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models
S Kumari
in Proceedings of the Fourteenth Workshop on Semantic Evaluation, SemEval …, 2020
1*2020
Human action recognition in video
S Kumari
Dhirubhai Ambani Institute of Information and Communication Technology, 2011
2011
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