Poonam Goyal

According to our database, Poonam Goyal authored at least 56 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Survey and Experimental Review on Data Distribution Strategies for Parallel Spatial Clustering Algorithms.

Jagat Sesh Challa, Navneet Goyal, Amogh Sharma, Nikhil Sreekumar, Sundar Balasubramaniam, Poonam Goyal

J. Comput. Sci. Technol., May, 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

VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction.

Prawaal Sharma, Poonam Goyal, Vidisha Sharma, Navneet Goyal

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications.

Poonam Goyal, Arshveer Kaur, Arvind Ram, Navneet Goyal

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Fusion of multivariate time series meteorological and static soil data for multistage crop yield prediction using multi-head self attention network.

Arshveer Kaur, Poonam Goyal, Rohit Rajhans, Lakshya Agarwal, Navneet Goyal

Expert Syst. Appl., September, 2023

A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using image and text analytics.

Prawaal Sharma, Navneet Goyal, Poonam Goyal, Vishnupriyan R

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates.

Prawaal Sharma, Navneet Goyal, Poonam Goyal

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time Series for Permutation Invariant Applications.

Arshveer Kaur, Poonam Goyal, Navneet Goyal

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Utilizing MODIS Fire Mask for Predicting Forest Fires Using Landsat-9/8 and Meteorological Data.

Yash Gupta, Navneet Goyal, Vishal John Varghese, Poonam Goyal

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 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

bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments.

Vitthal Bhandari, Poonam Goyal

Proceedings of the Second Workshop on Language Technology for Equality, 2022

CranGAN: Adversarial Point Cloud Reconstruction for patient-specific Cranial Implant Design.

Harsh Sulakhe, Jianning Li, Jan Egger, Poonam Goyal

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Generalized Multimodal Deep Learning Model for Early Crop Yield Prediction.

Arshveer Kaur, Poonam Goyal, Kartik Sharma, Lakshay Sharma, Navneet Goyal

Proceedings of the IEEE International Conference on Big Data, 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

2021

A blockchain and deep neural networks-based secure framework for enhanced crop protection.

Vikas Hassija, Siddharth Batra, Vinay Chamola, Tanmay Anand, Poonam Goyal, Navneet Goyal, Mohsen Guizani

Ad Hoc Networks, 2021

On the Universality of Deep Contextual Language Models.

Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram

Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

2020

Image Retrieval for Complex Queries Using Knowledge Embedding.

Chandramani Chaudhary, Poonam Goyal, Navneet Goyal, Yi-Ping Phoebe Chen

ACM Trans. Multim. Comput. Commun. Appl., 2020

Enhancing the Quality of Image Tagging Using a Visio-Textual Knowledge Base.

Chandramani Chaudhary, Poonam Goyal, Dhanashree Nellayi Prasad, Yi-Ping Phoebe Chen

IEEE Trans. Multim., 2020

Multilevel Event Detection, Storyline Generation, and Summarization for Tweet Streams.

Poonam Goyal, Prerna Kaushik, Pranjal Gupta, Dev Vashisth, Shavak Agarwal, Navneet Goyal

IEEE Trans. Comput. Soc. Syst., 2020

Automatic parallelization of representative-based clustering algorithms for multicore cluster systems.

Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal

Int. J. Data Sci. Anal., 2020

Parallel SLINK for big data.

Poonam Goyal, Sonal Kumari, Sumit Sharma, Sundar Balasubramaniam, Navneet Goyal

Int. J. Data Sci. Anal., 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

A novel multimodal clustering framework for images with diverse associated text.

Chandramani Chaudhary, Poonam Goyal, Siddhant Tuli, Shuchita Banthia, Navneet Goyal, Yi-Ping Phoebe Chen

Multim. Tools Appl., 2019

A Rapid Prototyping Approach for High Performance Density-Based Clustering.

Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Ankit Sultana, Lakshit Bhutani, Saurabh Raje, Navneet Goyal

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 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

Rapid Prototyping of Hierarchical Agglomerative Clustering Algorithms for Distributed Systems.

Saiyedul Islam, Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Achal Agarwal, Kirti Singh Rathore, Nischay Singh

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Topical document clustering: two-stage post processing technique.

Poonam Goyal, N. Mehala, Divyansh Bhatia, Navneet Goyal

Int. J. Data Min. Model. Manag., 2018

An efficient method for batch updates in OPTICS cluster ordering.

Dhruv Kumar, Poonam Goyal, Navneet Goyal

Int. J. Data Anal. Tech. Strateg., 2018

Linguistic Patterns and Cross Modality-based Image Retrieval for Complex Queries.

Chandramani Chaudhary, Poonam Goyal, Joel Ruben Antony Moniz, Navneet Goyal, Yi-Ping Phoebe Chen

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Pattern-Based Automatic Parallelization of Representative-Based Clustering Algorithms.

Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 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

Safety-critical wireless sensor networks under a polyphase spreading sequences scenario.

Poonam Goyal, Brahmjit Singh

Turkish J. Electr. Eng. Comput. Sci., 2017

Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms.

Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017

A Domain Specific Language for Clustering.

Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Mohit Sati, Navneet Goyal

Proceedings of the Distributed Computing and Internet Technology, 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

Exploiting visual and textual neighborhood information to improve image-tag relevance.

Chandramani Chaudhary, Poonam Goyal, Yi-Ping Phoebe Chen

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

2016

A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality.

Poonam Goyal, Sonal Kumari, Sumit Sharma, Dhruv Kumar, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering.

Sonal Kumari, Saurabh Maurya, Poonam Goyal, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

A High Performance Computing Framework for Data Mining.

Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Saiyedul Islam, Mohit Sati

Proceedings of the 23rd IEEE International Conference on High Performance Computing Workshops, 2016

A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering.

Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters.

Poonam Goyal, Sonal Kumari, Sumit Sharma, Vivek Kishore, Navneet Goyal, Sundar Balasubramaniam

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 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

Incremental models for query clustering and query-context aware document clustering.

Poonam Goyal, N. Mehala, Navneet Goyal

Int. J. Knowl. Web Intell., 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

Parallel Framework for Efficient k-means Clustering.

Sonal Kumari, Anil Maheshwari, Poonam Goyal, Navneet Goyal

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

An approach for search result topic identification and labeling.

N. Mehala, Divyansh Bhatia, Poonam Goyal

Proceedings of the Second ACM IKDD Conference on Data Sciences, 2015

2014

Parallelizing OPTICS for multicore systems.

Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 7th ACM India Computing Conference, 2014

2013

A robust approach for finding conceptually related queries using feature selection and tripartite graph structure.

Poonam Goyal, N. Mehala, Ankur Bansal

J. Inf. Sci., 2013

2011

Phase-Wise Clustering of Time Series Gene Expression Data.

Poonam Goyal, Navneet Goyal, Rohan Sunil Karwa, Matthew John

Proceedings of the IEEE 10th International Conference on Trust, 2011

A Multi-purpose Density Based Clustering Framework.

Navneet Goyal, Poonam Goyal, Mayank P. Mohta, Aman Neelappa, K. Venkatramaiah

Proceedings of the Contemporary Computing - 4th International Conference, 2011

Concept Based Query Recommendation.

Poonam Goyal, N. Mehala

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2009

Designing self-adaptive websites using online hotlink assignment algorithm.

Poonam Goyal, Navneet Goyal, Ashish Gupta, T. S. Rahul

Proceedings of the MoMM'2009, 2009

2007

Online Hotlink Assignment Algorithm for Adaptive Websites.

Poonam Goyal, Navneet Goyal, Ankit Khandelwal, S. Raja Babu

Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007