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2020 – today
- 2024
[j17]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): 610-636 (2024)- [c40]Poonam Goyal, Arshveer Kaur, Arvind Ram, Navneet Goyal:
Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications. AAAI 2024: 8436-8444 - [c39]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: 881-899 - [c38]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: 276-287 - [c37]Divya Bhardwaj, Anishka Singh, Sparsh Goenka, Poonam Goyal:
Leveraging Dual Encoders with Feature Disentanglement for Anomaly Detection in Thermal Videos. ICPR (22) 2024: 237-253 - 2023
- [j16]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: 120098 (2023) - [c36]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. IEEE Big Data 2023: 568-577 - [c35]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: 1-10 - [c34]Arshveer Kaur, Poonam Goyal, Navneet Goyal:
LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time Series for Permutation Invariant Applications. DSAA 2023: 1-10 - [c33]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: 358-361 - [c32]Prawaal Sharma, Navneet Goyal, Poonam Goyal:
Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates. SAC 2023: 844-851 - 2022
- [j15]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): 399-429 (2022) - [c31]Jagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal:
AnyStreamKM: Anytime k-medoids Clustering for Streaming Data. IEEE Big Data 2022: 844-853 - [c30]Arshveer Kaur, Poonam Goyal, Kartik Sharma, Lakshay Sharma, Navneet Goyal:
A Generalized Multimodal Deep Learning Model for Early Crop Yield Prediction. IEEE Big Data 2022: 1272-1279 - [c29]Harsh Sulakhe, Jianning Li, Jan Egger, Poonam Goyal:
CranGAN: Adversarial Point Cloud Reconstruction for patient-specific Cranial Implant Design. EMBC 2022: 603-608 - [c28]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: 149-154 - [i2]Vitthal Bhandari, Poonam Goyal:
bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments. CoRR abs/2203.14267 (2022) - 2021
- [j14]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: 102537 (2021) - [c27]Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram:
On the Universality of Deep Contextual Language Models. ICON 2021: 106-119 - [i1]Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram:
On the Universality of Deep COntextual Language Models. CoRR abs/2109.07140 (2021) - 2020
- [j13]Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal:
Anytime Frequent Itemset Mining of Transactional Data Streams. Big Data Res. 21: 100146 (2020) - [j12]Poonam Goyal, Sonal Kumari, Sumit Sharma, Sundar Balasubramaniam, Navneet Goyal:
Parallel SLINK for big data. Int. J. Data Sci. Anal. 9(3): 339-359 (2020) - [j11]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): 25-47 (2020) - [j10]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): 135-159 (2020) - [j9]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): 8-23 (2020) - [j8]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): 897-911 (2020) - [j7]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): 13:1-13:23 (2020)
2010 – 2019
- 2019
- [j6]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): 17623-17652 (2019) - [c26]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: 307-316 - [c25]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: 1-11 - [c24]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: 260-269 - 2018
- [j5]Dhruv Kumar, Poonam Goyal, Navneet Goyal:
An efficient method for batch updates in OPTICS cluster ordering. Int. J. Data Anal. Tech. Strateg. 10(1): 57-80 (2018) - [j4]Poonam Goyal, N. Mehala, Divyansh Bhatia, Navneet Goyal:
Topical document clustering: two-stage post processing technique. Int. J. Data Min. Model. Manag. 10(2): 127-170 (2018) - [c23]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: 967-974 - [c22]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: 99-108 - [c21]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: 257-265 - 2017
- [j3]Poonam Goyal, Brahmjit Singh:
Safety-critical wireless sensor networks under a polyphase spreading sequences scenario. Turkish J. Electr. Eng. Comput. Sci. 25: 2522-2534 (2017) - [c20]Chandramani Chaudhary, Poonam Goyal, Yi-Ping Phoebe Chen:
Exploiting visual and textual neighborhood information to improve image-tag relevance. IEEE BigData 2017: 566-575 - [c19]Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal:
AnyFI: An anytime frequent itemset mining algorithm for data streams. IEEE BigData 2017: 942-947 - [c18]Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Mohit Sati, Navneet Goyal:
A Domain Specific Language for Clustering. ICDCIT 2017: 231-234 - [c17]Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal:
Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms. ICDCN 2017: 14 - 2016
- [c16]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: 27-36 - [c15]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: 158-159 - [c14]Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal:
A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. DSAA 2016: 331-340 - [c13]Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Saiyedul Islam, Mohit Sati:
A High Performance Computing Framework for Data Mining. HiPC Workshops 2016: 11-18 - [c12]Sonal Kumari, Saurabh Maurya, Poonam Goyal, Sundar Balasubramaniam, Navneet Goyal:
Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering. HiPC 2016: 72-81 - [c11]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: 268-275 - 2015
- [j2]Poonam Goyal, N. Mehala, Navneet Goyal:
Incremental models for query clustering and query-context aware document clustering. Int. J. Knowl. Web Intell. 5(2): 146-167 (2015) - [c10]N. Mehala, Divyansh Bhatia, Poonam Goyal:
An approach for search result topic identification and labeling. CODS 2015: 130-131 - [c9]Sonal Kumari, Anil Maheshwari, Poonam Goyal, Navneet Goyal:
Parallel Framework for Efficient k-means Clustering. COMPUTE 2015: 63-71 - [c8]Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Sundar Balasubramaniam, Navneet Goyal:
A concurrent k-NN search algorithm for R-tree. COMPUTE 2015: 123-128 - [c7]Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa:
Parallelizing OPTICS for Commodity Clusters. ICDCN 2015: 33:1-33:10 - 2014
- [c6]Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal:
Parallelizing OPTICS for multicore systems. COMPUTE 2014: 17:1-17:6 - 2013
- [j1]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): 575-592 (2013) - 2011
- [c5]Poonam Goyal, N. Mehala:
Concept Based Query Recommendation. AusDM 2011: 69-78 - [c4]Navneet Goyal, Poonam Goyal, Mayank P. Mohta, Aman Neelappa, K. Venkatramaiah:
A Multi-purpose Density Based Clustering Framework. IC3 2011: 538-540 - [c3]Poonam Goyal, Navneet Goyal, Rohan Sunil Karwa, Matthew John:
Phase-Wise Clustering of Time Series Gene Expression Data. TrustCom 2011: 1668-1674
2000 – 2009
- 2009
- [c2]Poonam Goyal, Navneet Goyal, Ashish Gupta, T. S. Rahul:
Designing self-adaptive websites using online hotlink assignment algorithm. MoMM 2009: 579-583 - 2007
- [c1]Poonam Goyal, Navneet Goyal, Ankit Khandelwal, S. Raja Babu:
Online Hotlink Assignment Algorithm for Adaptive Websites. IICAI 2007: 711-719
Coauthor Index
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