Poonam Goyal - RankMe

68 papers A* 1A 1B 11C 3Misc 7Journal 24Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	MPSync: A Parallel Framework for Set-Wise Clustering and Classification on Large-Scale and Multi-Port Data Streams. ICAART (3) Aarti, Jagat Sesh Challa, Mridul Chandak, Utkarsh Darolia, Kanav Kapoor, Navneet Goyal, Poonam Goyal
2026	J	`jnl`	Time-sensitive data analytics: A survey of anytime techniques, applications and challenges. Comput. Sci. Rev. Jagat Sesh Challa, Aarti, Navneet Goyal, Poonam Goyal
2025	J	`jnl`	A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using Image and Text Analytics. CoRR Prawaal Sharma, Navneet Goyal, Poonam Goyal, Vishnupriyan R
2025	A	`conf`	AdQuestA: Knowledge-Guided Visual Question Answer Framework for Advertisements. WACV Neha Choudhary, Poonam Goyal, Devashish Siwatch, Atharva Chandak, Harsh Mahajan, Varun Khurana, Yaman Kumar
2025	J	`jnl`	DEF-YOLO: Leveraging YOLO for Concealed Weapon Detection in Thermal Imagin. CoRR Divya Bhardwaj, Arnav Ramamoorthy, Poonam Goyal
2025	—	`conf`	NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication. EMNLP (Findings) Prawaal Sharma, Poonam Goyal, Navneet Goyal, Vidisha Sharma
2025	J	`jnl`	NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication. CoRR Prawaal Sharma, Poonam Goyal, Navneet Goyal, Vidisha Sharma
2025	B	`conf`	SpInN: A Time Series Foundation Model for Spectral Indices Recommendation for Earth Observation Applications Using Satellite Data. DSAA Arshveer Kaur, Poonam Goyal, Vansh Bansal, Deep Pandya, Navneet Goyal
2025	J	`jnl`	VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction. CoRR Prawaal Sharma, Poonam Goyal, Vidisha Sharma, Navneet Goyal
2024	—	`conf`	A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams. ICAART (2) Aarti, Jagat Sesh Challa, Hrishikesh Harsh, Utkarsh Darolia, Mansi Agarwal, Raghav Chaudhary, Navneet Goyal, Poonam Goyal
2024	J	`jnl`	A Survey and Experimental Review on Data Distribution Strategies for Parallel Spatial Clustering Algorithms. J. Comput. Sci. Technol. Jagat Sesh Challa, Navneet Goyal, Amogh Sharma, Nikhil Sreekumar, Sundar Balasubramaniam, Poonam Goyal
2024	A*	`conf`	Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications. AAAI Poonam Goyal, Arshveer Kaur, Arvind Ram, Navneet Goyal
2024	—	`conf`	Leveraging Dual Encoders with Feature Disentanglement for Anomaly Detection in Thermal Videos. ICPR (22) Divya Bhardwaj, Anishka Singh, Sparsh Goenka, Poonam Goyal
2024	—	`conf`	VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction. EACL (1) Prawaal Sharma, Poonam Goyal, Vidisha Sharma, Navneet Goyal
2023	Misc	`conf`	A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using image and text analytics. SAC Prawaal Sharma, Navneet Goyal, Poonam Goyal, Vishnupriyan R
2023	B	`conf`	An Adaptive Hierarchical Method for Anytime Set-wise Clustering of Variable and High-Speed Data Streams. IEEE Big Data Aarti, Jagat Sesh Challa, Utkarsh Darolia, Mridul Chandak, Poonam Goyal, Navneet Goyal
2023	J	`jnl`	Fusion of multivariate time series meteorological and static soil data for multistage crop yield prediction using multi-head self attention network. Expert Syst. Appl. Arshveer Kaur, Poonam Goyal, Rohit Rajhans, Lakshya Agarwal, Navneet Goyal
2023	B	`conf`	LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time Series for Permutation Invariant Applications. DSAA Arshveer Kaur, Poonam Goyal, Navneet Goyal
2023	Misc	`conf`	Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates. SAC Prawaal Sharma, Navneet Goyal, Poonam Goyal
2023	B	`conf`	Utilizing MODIS Fire Mask for Predicting Forest Fires Using Landsat-9/8 and Meteorological Data. DSAA Yash Gupta, Navneet Goyal, Vishal John Varghese, Poonam Goyal
2022	B	`conf`	A Generalized Multimodal Deep Learning Model for Early Crop Yield Prediction. IEEE Big Data Arshveer Kaur, Poonam Goyal, Kartik Sharma, Lakshay Sharma, Navneet Goyal
2022	B	`conf`	AnyStreamKM: Anytime k-medoids Clustering for Streaming Data. IEEE Big Data Jagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal
2022	J	`jnl`	Anytime clustering of data streams while handling noise and concept drift. J. Exp. Theor. Artif. Intell. Jagat Sesh Challa, Poonam Goyal, Ajinkya Kokandakar, Dhananjay Mantri, Pranet Verma, Sundar Balasubramaniam, Navneet Goyal
2022	—	`conf`	CranGAN: Adversarial Point Cloud Reconstruction for patient-specific Cranial Implant Design. EMBC Harsh Sulakhe, Jianning Li, Jan Egger, Poonam Goyal
2022	—	`conf`	bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments. LT-EDI Vitthal Bhandari, Poonam Goyal
2022	J	`jnl`	bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments. CoRR Vitthal Bhandari, Poonam Goyal
2021	J	`jnl`	A blockchain and deep neural networks-based secure framework for enhanced crop protection. Ad Hoc Networks Vikas Hassija, Siddharth Batra, Vinay Chamola, Tanmay Anand, Poonam Goyal, Navneet Goyal, Mohsen Guizani
2021	J	`jnl`	On the Universality of Deep COntextual Language Models. CoRR Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram
2021	—	`conf`	On the Universality of Deep Contextual Language Models. ICON Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram
2020	J	`jnl`	Anytime Frequent Itemset Mining of Transactional Data Streams. Big Data Res. Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal
2020	J	`jnl`	Automatic parallelization of representative-based clustering algorithms for multicore cluster systems. Int. J. Data Sci. Anal. Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal
2020	J	`jnl`	Enhancing the Quality of Image Tagging Using a Visio-Textual Knowledge Base. IEEE Trans. Multim. Chandramani Chaudhary, Poonam Goyal, Dhanashree Nellayi Prasad, Yi-Ping Phoebe Chen
2020	J	`jnl`	Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining. Int. J. Data Sci. Anal. Poonam Goyal, Jagat Sesh Challa, Dhruv Kumar, Anuvind Bhat, Sundar Balasubramaniam, Navneet Goyal
2020	J	`jnl`	Image Retrieval for Complex Queries Using Knowledge Embedding. ACM Trans. Multim. Comput. Commun. Appl. Chandramani Chaudhary, Poonam Goyal, Navneet Goyal, Yi-Ping Phoebe Chen
2020	J	`jnl`	Multilevel Event Detection, Storyline Generation, and Summarization for Tweet Streams. IEEE Trans. Comput. Soc. Syst. Poonam Goyal, Prerna Kaushik, Pranjal Gupta, Dev Vashisth, Shavak Agarwal, Navneet Goyal
2020	J	`jnl`	Parallel SLINK for big data. Int. J. Data Sci. Anal. Poonam Goyal, Sonal Kumari, Sumit Sharma, Sundar Balasubramaniam, Navneet Goyal
2019	B	`conf`	A Rapid Prototyping Approach for High Performance Density-Based Clustering. DSAA Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Ankit Sultana, Lakshit Bhutani, Saurabh Raje, Navneet Goyal
2019	J	`jnl`	A novel multimodal clustering framework for images with diverse associated text. Multim. Tools Appl. Chandramani Chaudhary, Poonam Goyal, Siddhant Tuli, Shuchita Banthia, Navneet Goyal, Yi-Ping Phoebe Chen
2019	—	`conf`	Rapid Prototyping of Hierarchical Agglomerative Clustering Algorithms for Distributed Systems. IEEE BigData Saiyedul Islam, Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Achal Agarwal, Kirti Singh Rathore, Nischay Singh
2019	C	`conf`	μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality. CLUSTER Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal
2018	J	`jnl`	An efficient method for batch updates in OPTICS cluster ordering. Int. J. Data Anal. Tech. Strateg. Dhruv Kumar, Poonam Goyal, Navneet Goyal
2018	—	`conf`	AnySC: Anytime Set-wise Classification of Variable Speed Data Streams. IEEE BigData Jagat Sesh Challa, Poonam Goyal, Vijay M. Giri, Dhananjay Mantri, Navneet Goyal
2018	B	`conf`	Linguistic Patterns and Cross Modality-based Image Retrieval for Complex Queries. ICMR Chandramani Chaudhary, Poonam Goyal, Joel Ruben Antony Moniz, Navneet Goyal, Yi-Ping Phoebe Chen
2018	B	`conf`	Pattern-Based Automatic Parallelization of Representative-Based Clustering Algorithms. DSAA Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal
2018	J	`jnl`	Topical document clustering: two-stage post processing technique. Int. J. Data Min. Model. Manag. Poonam Goyal, N. Mehala, Divyansh Bhatia, Navneet Goyal
2017	Misc	`conf`	A Domain Specific Language for Clustering. ICDCIT Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Mohit Sati, Navneet Goyal
2017	—	`conf`	AnyFI: An anytime frequent itemset mining algorithm for data streams. IEEE BigData Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal
2017	Misc	`conf`	Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms. ICDCN Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal
2017	—	`conf`	Exploiting visual and textual neighborhood information to improve image-tag relevance. IEEE BigData Chandramani Chaudhary, Poonam Goyal, Yi-Ping Phoebe Chen
2017	J	`jnl`	Safety-critical wireless sensor networks under a polyphase spreading sequences scenario. Turkish J. Electr. Eng. Comput. Sci. Poonam Goyal, Brahmjit Singh
2016	—	`conf`	A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality. HPCC/SmartCity/DSS Poonam Goyal, Sonal Kumari, Sumit Sharma, Dhruv Kumar, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal
2016	—	`conf`	A High Performance Computing Framework for Data Mining. HiPC Workshops Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Saiyedul Islam, Mohit Sati
2016	B	`conf`	A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. DSAA Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal
2016	—	`conf`	DD-Rtree: A dynamic distributed data structure for efficient data distribution among cluster nodes for spatial data mining algorithms. IEEE BigData Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Aditya Mangla, Sundar Balasubramaniam, Navneet Goyal
2016	Misc	`conf`	Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering. HiPC Sonal Kumari, Saurabh Maurya, Poonam Goyal, Sundar Balasubramaniam, Navneet Goyal
2016	C	`conf`	Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters. CLUSTER Poonam Goyal, Sonal Kumari, Sumit Sharma, Vivek Kishore, Navneet Goyal, Sundar Balasubramaniam
2015	—	`conf`	A concurrent k-NN search algorithm for R-tree. COMPUTE Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Sundar Balasubramaniam, Navneet Goyal
2015	—	`conf`	An approach for search result topic identification and labeling. CODS N. Mehala, Divyansh Bhatia, Poonam Goyal
2015	J	`jnl`	Incremental models for query clustering and query-context aware document clustering. Int. J. Knowl. Web Intell. Poonam Goyal, N. Mehala, Navneet Goyal
2015	—	`conf`	Parallel Framework for Efficient k-means Clustering. COMPUTE Sonal Kumari, Anil Maheshwari, Poonam Goyal, Navneet Goyal
2015	Misc	`conf`	Parallelizing OPTICS for Commodity Clusters. ICDCN Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa
2014	—	`conf`	Parallelizing OPTICS for multicore systems. COMPUTE Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal
2013	J	`jnl`	A robust approach for finding conceptually related queries using feature selection and tripartite graph structure. J. Inf. Sci. Poonam Goyal, N. Mehala, Ankur Bansal
2011	—	`conf`	A Multi-purpose Density Based Clustering Framework. IC3 Navneet Goyal, Poonam Goyal, Mayank P. Mohta, Aman Neelappa, K. Venkatramaiah
2011	Misc	`conf`	Concept Based Query Recommendation. AusDM Poonam Goyal, N. Mehala
2011	B	`conf`	Phase-Wise Clustering of Time Series Gene Expression Data. TrustCom Poonam Goyal, Navneet Goyal, Rohan Sunil Karwa, Matthew John
2009	C	`conf`	Designing self-adaptive websites using online hotlink assignment algorithm. MoMM Poonam Goyal, Navneet Goyal, Ashish Gupta, T. S. Rahul
2007	—	`conf`	Online Hotlink Assignment Algorithm for Adaptive Websites. IICAI Poonam Goyal, Navneet Goyal, Ankit Khandelwal, S. Raja Babu