Poonam Goyal

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 46

Top Topics

Frequent Itemset Mining

Clustering Algorithm

Top Venues

Int. J. Data Sci. Anal.

Publications

Poonam Goyal, Arshveer Kaur, Arvind Ram, Navneet Goyal
Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications. AAAI (2024)
Aarti, Jagat Sesh Challa, Hrishikesh Harsh, Utkarsh Darolia, Mansi Agarwal, Raghav Chaudhary, Navneet Goyal, Poonam Goyal
A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams. ICAART (2) (2024)
Prawaal Sharma, Poonam Goyal, Vidisha Sharma, Navneet Goyal
VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction. EACL (1) (2024)
Jagat Sesh Challa, Navneet Goyal, Amogh Sharma, Nikhil Sreekumar, Sundar Balasubramaniam, Poonam Goyal
A Survey and Experimental Review on Data Distribution Strategies for Parallel Spatial Clustering Algorithms. J. Comput. Sci. Technol. 39 (3) (2024)
Aarti, Jagat Sesh Challa, Utkarsh Darolia, Mridul Chandak, Poonam Goyal, Navneet Goyal
An Adaptive Hierarchical Method for Anytime Set-wise Clustering of Variable and High-Speed Data Streams. BigData (2023)
Arshveer Kaur, Poonam Goyal, Navneet Goyal
LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time Series for Permutation Invariant Applications. DSAA (2023)
Arshveer Kaur, Poonam Goyal, Rohit Rajhans, Lakshya Agarwal, Navneet Goyal
Fusion of multivariate time series meteorological and static soil data for multistage crop yield prediction using multi-head self attention network. Expert Syst. Appl. 226 (2023)
Yash Gupta, Navneet Goyal, Vishal John Varghese, Poonam Goyal
Utilizing MODIS Fire Mask for Predicting Forest Fires Using Landsat-9/8 and Meteorological Data. DSAA (2023)
Prawaal Sharma, Navneet Goyal, Poonam Goyal
Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates. SAC (2023)
Prawaal Sharma, Navneet Goyal, Poonam Goyal, Vishnupriyan R
A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using image and text analytics. SAC (2023)
Arshveer Kaur, Poonam Goyal, Kartik Sharma, Lakshay Sharma, Navneet Goyal
A Generalized Multimodal Deep Learning Model for Early Crop Yield Prediction. Big Data (2022)
Harsh Sulakhe, Jianning Li, Jan Egger, Poonam Goyal
CranGAN: Adversarial Point Cloud Reconstruction for patient-specific Cranial Implant Design. EMBC (2022)
Vitthal Bhandari, Poonam Goyal
bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments. CoRR (2022)
Vitthal Bhandari, Poonam Goyal
bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments. LT-EDI (2022)
Jagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal
AnyStreamKM: Anytime k-medoids Clustering for Streaming Data. Big Data (2022)
Jagat Sesh Challa, Poonam Goyal, Ajinkya Kokandakar, Dhananjay Mantri, Pranet Verma, Sundar Balasubramaniam, Navneet Goyal
Anytime clustering of data streams while handling noise and concept drift. J. Exp. Theor. Artif. Intell. 34 (3) (2022)
Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram
On the Universality of Deep COntextual Language Models. CoRR (2021)
Vikas Hassija, Siddharth Batra, Vinay Chamola, Tanmay Anand, Poonam Goyal, Navneet Goyal, Mohsen Guizani
A blockchain and deep neural networks-based secure framework for enhanced crop protection. Ad Hoc Networks 119 (2021)
Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram
On the Universality of Deep Contextual Language Models. ICON (2021)
Chandramani Chaudhary, Poonam Goyal, Dhanashree Nellayi Prasad, Yi-Ping Phoebe Chen
Enhancing the Quality of Image Tagging Using a Visio-Textual Knowledge Base. IEEE Trans. Multim. 22 (4) (2020)
Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal
Automatic parallelization of representative-based clustering algorithms for multicore cluster systems. Int. J. Data Sci. Anal. 10 (2) (2020)
Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal
Anytime Frequent Itemset Mining of Transactional Data Streams. Big Data Res. 21 (2020)
Chandramani Chaudhary, Poonam Goyal, Navneet Goyal, Yi-Ping Phoebe Chen
Image Retrieval for Complex Queries Using Knowledge Embedding. ACM Trans. Multim. Comput. Commun. Appl. 16 (1) (2020)
Poonam Goyal, Jagat Sesh Challa, Dhruv Kumar, Anuvind Bhat, Sundar Balasubramaniam, Navneet Goyal
Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining. Int. J. Data Sci. Anal. 10 (1) (2020)
Poonam Goyal, Prerna Kaushik, Pranjal Gupta, Dev Vashisth, Shavak Agarwal, Navneet Goyal
Multilevel Event Detection, Storyline Generation, and Summarization for Tweet Streams. IEEE Trans. Comput. Soc. Syst. 7 (1) (2020)
Poonam Goyal, Sonal Kumari, Sumit Sharma, Sundar Balasubramaniam, Navneet Goyal
Parallel SLINK for big data. Int. J. Data Sci. Anal. 9 (3) (2020)
Saiyedul Islam, Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Achal Agarwal, Kirti Singh Rathore, Nischay Singh
Rapid Prototyping of Hierarchical Agglomerative Clustering Algorithms for Distributed Systems. IEEE BigData (2019)
Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Ankit Sultana, Lakshit Bhutani, Saurabh Raje, Navneet Goyal
A Rapid Prototyping Approach for High Performance Density-Based Clustering. DSAA (2019)
Chandramani Chaudhary, Poonam Goyal, Siddhant Tuli, Shuchita Banthia, Navneet Goyal, Yi-Ping Phoebe Chen
A novel multimodal clustering framework for images with diverse associated text. Multim. Tools Appl. 78 (13) (2019)
Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal
μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality. CLUSTER (2019)
Jagat Sesh Challa, Poonam Goyal, Vijay M. Giri, Dhananjay Mantri, Navneet Goyal
AnySC: Anytime Set-wise Classification of Variable Speed Data Streams. IEEE BigData (2018)
Poonam Goyal, N. Mehala, Divyansh Bhatia, Navneet Goyal
Topical document clustering: two-stage post processing technique. Int. J. Data Min. Model. Manag. 10 (2) (2018)
Dhruv Kumar, Poonam Goyal, Navneet Goyal
An efficient method for batch updates in OPTICS cluster ordering. Int. J. Data Anal. Tech. Strateg. 10 (1) (2018)
Chandramani Chaudhary, Poonam Goyal, Joel Ruben Antony Moniz, Navneet Goyal, Yi-Ping Phoebe Chen
Linguistic Patterns and Cross Modality-based Image Retrieval for Complex Queries. ICMR (2018)
Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal
Pattern-Based Automatic Parallelization of Representative-Based Clustering Algorithms. DSAA (2018)
Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Mohit Sati, Navneet Goyal
A Domain Specific Language for Clustering. ICDCIT (2017)
Poonam Goyal, Brahmjit Singh
Safety-critical wireless sensor networks under a polyphase spreading sequences scenario. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Chandramani Chaudhary, Poonam Goyal, Yi-Ping Phoebe Chen
Exploiting visual and textual neighborhood information to improve image-tag relevance. IEEE BigData (2017)
Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal
AnyFI: An anytime frequent itemset mining algorithm for data streams. IEEE BigData (2017)
Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal
Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms. ICDCN (2017)
Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Aditya Mangla, Sundar Balasubramaniam, Navneet Goyal
DD-Rtree: A dynamic distributed data structure for efficient data distribution among cluster nodes for spatial data mining algorithms. IEEE BigData (2016)
Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Saiyedul Islam, Mohit Sati
A High Performance Computing Framework for Data Mining. HiPC Workshops (2016)
Sonal Kumari, Saurabh Maurya, Poonam Goyal, Sundar Balasubramaniam, Navneet Goyal
Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering. HiPC (2016)
Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal
A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. DSAA (2016)
Poonam Goyal, Sonal Kumari, Sumit Sharma, Dhruv Kumar, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal
A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality. HPCC/SmartCity/DSS (2016)
Poonam Goyal, Sonal Kumari, Sumit Sharma, Vivek Kishore, Navneet Goyal, Sundar Balasubramaniam
Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters. CLUSTER (2016)
Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa
Parallelizing OPTICS for Commodity Clusters. ICDCN (2015)
Poonam Goyal, N. Mehala, Navneet Goyal
Incremental models for query clustering and query-context aware document clustering. Int. J. Knowl. Web Intell. 5 (2) (2015)
N. Mehala, Divyansh Bhatia, Poonam Goyal
An approach for search result topic identification and labeling. CODS (2015)
Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Sundar Balasubramaniam, Navneet Goyal
A concurrent k-NN search algorithm for R-tree. COMPUTE (2015)
Sonal Kumari, Anil Maheshwari, Poonam Goyal, Navneet Goyal
Parallel Framework for Efficient k-means Clustering. COMPUTE (2015)
Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal
Parallelizing OPTICS for multicore systems. COMPUTE (2014)
Poonam Goyal, N. Mehala, Ankur Bansal
A robust approach for finding conceptually related queries using feature selection and tripartite graph structure. J. Inf. Sci. 39 (5) (2013)
Navneet Goyal, Poonam Goyal, Mayank P. Mohta, Aman Neelappa, K. Venkatramaiah
A Multi-purpose Density Based Clustering Framework. IC3 (2011)
Poonam Goyal, Navneet Goyal, Rohan Sunil Karwa, Matthew John
Phase-Wise Clustering of Time Series Gene Expression Data. TrustCom (2011)
Poonam Goyal, N. Mehala
Concept Based Query Recommendation. AusDM (2011)
Poonam Goyal, Navneet Goyal, Ashish Gupta, T. S. Rahul
Designing self-adaptive websites using online hotlink assignment algorithm. MoMM (2009)
Poonam Goyal, Navneet Goyal, Ankit Khandelwal, S. Raja Babu
Online Hotlink Assignment Algorithm for Adaptive Websites. IICAI (2007)