Online Hotlink Assignment Algorithm for Adaptive Websites. - Poonam Goyal; Navneet Goyal; Ankit Khandelwal; S. Raja Babu (IICAI, 2007)

Designing self-adaptive websites using online hotlink assignment algorithm. - Poonam Goyal; Navneet Goyal; Ashish Gupta 011; T. S. Rahul (MoMM, 2009)

Concept Based Query Recommendation. - Poonam Goyal; N. Mehala (AusDM, 2011)

A Multi-purpose Density Based Clustering Framework. - Navneet Goyal; Poonam Goyal; Mayank P. Mohta; Aman Neelappa; K. Venkatramaiah (IC3, 2011)

Phase-Wise Clustering of Time Series Gene Expression Data. - Poonam Goyal; Navneet Goyal; Rohan Sunil Karwa; Matthew John (TrustCom, 2011)

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)

Parallelizing OPTICS for multicore systems. - Poonam Goyal; Sonal Kumari; Dhruv Kumar 001; Sundar Balasubramaniam; Navneet Goyal (COMPUTE, 2014)

An approach for search result topic identification and labeling. - N. Mehala; Divyansh Bhatia; Poonam Goyal (CODS, 2015)

A concurrent k-NN search algorithm for R-tree. - Jagat Sesh Challa; Poonam Goyal; S. Nikhil 001; Sundar Balasubramaniam; Navneet Goyal (COMPUTE, 2015)

Parallel Framework for Efficient k-means Clustering. - Sonal Kumari; Anil Maheshwari; Poonam Goyal; Navneet Goyal (COMPUTE, 2015)

Parallelizing OPTICS for Commodity Clusters. - Poonam Goyal; Sonal Kumari; Dhruv Kumar 001; Sundar Balasubramaniam; Navneet Goyal; Saiyedul Islam; Jagat Sesh Challa (ICDCN, 2015)

Incremental models for query clustering and query-context aware document clustering. - Poonam Goyal; N. Mehala; Navneet Goyal (Int. J. Knowl. Web Intell., 2015)

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 001; Aditya Mangla; Sundar Balasubramaniam; Navneet Goyal (IEEE BigData, 2016)

Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters. - Poonam Goyal; Sonal Kumari; Sumit Sharma 001; Vivek Kishore; Navneet Goyal; Sundar Balasubramaniam (CLUSTER, 2016)

A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. - Poonam Goyal; Sonal Kumari; Shubham Singh; Vivek Kishore; Sundar Balasubramaniam; Navneet Goyal (DSAA, 2016)

A High Performance Computing Framework for Data Mining. - Navneet Goyal; Sundar Balasubramaniam; Poonam Goyal; Saiyedul Islam; Mohit Sati (HiPC Workshops, 2016)

Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering. - Sonal Kumari; Saurabh Maurya; Poonam Goyal; Sundar Balasubramaniam; Navneet Goyal (HiPC, 2016)

A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality. - Poonam Goyal; Sonal Kumari; Sumit Sharma 001; Dhruv Kumar 001; Vivek Kishore; Sundar Balasubramaniam; Navneet Goyal (HPCC/SmartCity/DSS, 2016)

Exploiting visual and textual neighborhood information to improve image-tag relevance. - Chandramani Chaudhary; Poonam Goyal; Yi-Ping Phoebe Chen (IEEE BigData, 2017)

AnyFI: An anytime frequent itemset mining algorithm for data streams. - Poonam Goyal; Jagat Sesh Challa; Shivin Shrivastava; Navneet Goyal (IEEE BigData, 2017)

A Domain Specific Language for Clustering. - Saiyedul Islam; Sundar Balasubramaniam; Poonam Goyal; Mohit Sati; Navneet Goyal (ICDCIT, 2017)

Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms. - Sonal Kumari; Poonam Goyal; Ankit Sood; Dhruv Kumar 001; Sundar Balasubramaniam; Navneet Goyal (ICDCN, 2017)

Safety-critical wireless sensor networks under a polyphase spreading sequences scenario. - Poonam Goyal; Brahmjit Singh (Turkish J. Electr. Eng. Comput. Sci., 2017)

AnySC: Anytime Set-wise Classification of Variable Speed Data Streams. - Jagat Sesh Challa; Poonam Goyal; Vijay M. Giri; Dhananjay Mantri; Navneet Goyal (IEEE BigData, 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 (DSAA, 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 (ICMR, 2018)

An efficient method for batch updates in OPTICS cluster ordering. - Dhruv Kumar 001; Poonam Goyal; Navneet Goyal (Int. J. Data Anal. Tech. Strateg., 2018)

Topical document clustering: two-stage post processing technique. - Poonam Goyal; N. Mehala; Divyansh Bhatia; Navneet Goyal (Int. J. Data Min. Model. Manag., 2018)

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 (IEEE BigData, 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 (CLUSTER, 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 (DSAA, 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)

Anytime Frequent Itemset Mining of Transactional Data Streams. - Poonam Goyal; Jagat Sesh Challa; Shivin Shrivastava; Navneet Goyal (Big Data Res., 2020)

Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining. - Poonam Goyal; Jagat Sesh Challa; Dhruv Kumar 001; Anuvind Bhat; Sundar Balasubramaniam; Navneet Goyal (Int. J. Data Sci. Anal., 2020)

Parallel SLINK for big data. - Poonam Goyal; Sonal Kumari; Sumit Sharma 001; Sundar Balasubramaniam; Navneet Goyal (Int. J. Data Sci. Anal., 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)

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)

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)

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)

On the Universality of Deep Contextual Language Models. - Shaily Bhatt; Poonam Goyal; Sandipan Dandapat; Monojit Choudhury; Sunayana Sitaram (ICON, 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)

AnyStreamKM: Anytime k-medoids Clustering for Streaming Data. - Jagat Sesh Challa; Dhruv Rawat; Navneet Goyal; Poonam Goyal (IEEE Big Data, 2022)

A Generalized Multimodal Deep Learning Model for Early Crop Yield Prediction. - Arshveer Kaur; Poonam Goyal; Kartik Sharma; Lakshay Sharma; Navneet Goyal (IEEE Big Data, 2022)

CranGAN: Adversarial Point Cloud Reconstruction for patient-specific Cranial Implant Design. - Harsh Sulakhe; Jianning Li 002; Jan Egger; Poonam Goyal (EMBC, 2022)

bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments. - Vitthal Bhandari; Poonam Goyal (LT-EDI, 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)

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 (IEEE Big Data, 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 (DSAA, 2023)

LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time Series for Permutation Invariant Applications. - Arshveer Kaur; Poonam Goyal; Navneet Goyal (DSAA, 2023)

Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates. - Prawaal Sharma; Navneet Goyal; Poonam Goyal (SAC, 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 (SAC, 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., 2023)

Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications. - Poonam Goyal; Arshveer Kaur; Arvind Ram; Navneet Goyal (AAAI, 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 (EACL (1), 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 (ICAART (2), 2024)

Leveraging Dual Encoders with Feature Disentanglement for Anomaly Detection in Thermal Videos. - Divya Bhardwaj; Anishka Singh; Sparsh Goenka; Poonam Goyal (ICPR (22), 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., 2024)

AdQuestA: Knowledge-Guided Visual Question Answer Framework for Advertisements. - Neha Choudhary; Poonam Goyal; Devashish Siwatch; Atharva Chandak; Harsh Mahajan; Varun Khurana; Yaman Kumar 001 (WACV, 2025)