Jagat Sesh Challa

According to our database, Jagat Sesh Challa authored at least 18 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams.

Aarti, Jagat Sesh Challa, Hrishikesh Harsh, Utkarsh Darolia, Mansi Agarwal, Raghav Chaudhary, Navneet Goyal, Poonam Goyal

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

"\"It's not like Jarvis✱.

Ritvik Budhiraja, Ishika Joshi, Jagat Sesh Challa, Harshal D. Akolekar, Dhruv Kumar

Proceedings of the 26th Australasian Computing Education Conference, 2024

2023

"It's not like Jarvis, but it's pretty close!" - Examining ChatGPT's Usage among Undergraduate Students in Computer Science.

Ishika Joshi, Ritvik Budhiraja, Harshal D. Akolekar, Jagat Sesh Challa, Dhruv Kumar

CoRR, 2023

"With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education.

Ishika Joshi, Ritvik Budhiraja, Pranav Deepak Tanna, Lovenya Jain, Mihika Deshpande, Arjun Srivastava, Srinivas Rallapalli, Harshal D. Akolekar, Jagat Sesh Challa, Dhruv Kumar

CoRR, 2023

InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset.

Syed Sameen Ahmad Rizvi, Preyansh Agrawal, Jagat Sesh Challa, Pratik Narang

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

An Adaptive Hierarchical Method for Anytime Set-wise Clustering of Variable and High-Speed Data Streams.

Aarti, Jagat Sesh Challa, Utkarsh Darolia, Mridul Chandak, Poonam Goyal, Navneet Goyal

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Anytime clustering of data streams while handling noise and concept drift.

Jagat Sesh Challa, Poonam Goyal, Ajinkya Kokandakar, Dhananjay Mantri, Pranet Verma, Sundar Balasubramaniam, Navneet Goyal

J. Exp. Theor. Artif. Intell., 2022

AnyStreamKM: Anytime k-medoids Clustering for Streaming Data.

Jagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining.

Poonam Goyal, Jagat Sesh Challa, Dhruv Kumar, Anuvind Bhat, Sundar Balasubramaniam, Navneet Goyal

Int. J. Data Sci. Anal., 2020

Anytime Frequent Itemset Mining of Transactional Data Streams.

Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal

Big Data Res., 2020

2019

μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality.

Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

AnySC: Anytime Set-wise Classification of Variable Speed Data Streams.

Jagat Sesh Challa, Poonam Goyal, Vijay M. Giri, Dhananjay Mantri, Navneet Goyal

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

AnyFI: An anytime frequent itemset mining algorithm for data streams.

Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

DD-Rtree: A dynamic distributed data structure for efficient data distribution among cluster nodes for spatial data mining algorithms.

Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Aditya Mangla, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Parallelizing OPTICS for Commodity Clusters.

Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa

Proceedings of the 2015 International Conference on Distributed Computing and Networking, 2015

A concurrent k-NN search algorithm for R-tree.

Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 8th Annual ACM India Conference, Ghaziabad, India, October 29-31, 2015, 2015

2012

HADCLEAN: A hybrid approach to data cleaning in data warehouses.

Arindam Paul, Varuni Ganesan, Jagat Sesh Challa, Yashvardhan Sharma

Proceedings of the 2012 International Conference on Information Retrieval & Knowledge Management, 2012

2011

Integrated Software Quality Evaluation: A Fuzzy Multi-Criteria Approach.

Jagat Sesh Challa, Arindam Paul, Yogesh Dada, Venkatesh Nerella, Praveen Ranjan Srivastava, Ajit Pratap Singh

J. Inf. Process. Syst., 2011