Navneet Goyal

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 51

Top Topics

Information Loss

Clustering Algorithm

Detecting Malicious

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)
Asma Rani, Navneet Goyal, Shashi K. Gadia
Provenance Framework for Multi-Depth Querying Using Zero-Information Loss Database. Int. J. Inf. Technol. Decis. Mak. 22 (5) (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)
Asma Rani, Navneet Goyal, Shashi K. Gadia
Social data provenance framework based on zero-information loss graph database. Soc. Netw. Anal. Min. 12 (1) (2022)
Asma Rani, Navneet Goyal, Shashi K. Gadia
Big social data provenance framework for Zero-Information Loss Key-Value Pair (KVP) Database. Int. J. Data Sci. Anal. 14 (1) (2022)
A. K. Singh, Navneet Goyal
Android Web Security Solution using Cross-device Federated Learning. COMSNETS (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)
Asma Rani, Navneet Goyal, Shashi K. Gadia
Twitter Data Modelling and Provenance Support for Key-Value Pair Databases. ADC (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)
Prawaal Sharma, Navneet Goyal
Zero-shot reductive paraphrasing for digitally semi-literate. FIRE (2021)
Asma Rani, Navneet Goyal, Shashi K. Gadia
Provenance Framework for Twitter Data using Zero-Information Loss Graph Database. COMAD/CODS (2021)
A. K. Singh, Navneet Goyal
Detection of Malicious Webpages Using Deep Learning. IEEE BigData (2021)
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)
A. K. Singh, Navneet Goyal
Understanding and Mitigating Threats from Android Hybrid Apps Using Machine Learning. IEEE BigData (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)
A. K. Singh, Navneet Goyal
A Comparison of Machine Learning Attributes for Detecting Malicious Websites. COMSNETS (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)
Avadesh Meduri, Navneet Goyal
Optical Character Recognition for Sanskrit Using Convolution Neural Networks. DAS (2018)
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)
A. K. Singh, Navneet Goyal
MalCrawler: A Crawler for Seeking and Crawling Malicious Websites. ICDCIT (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)
Asma Rani, Navneet Goyal, Shashi K. Gadia
Efficient Multi-depth Querying on Provenance of Relational Queries Using Graph Database. COMPUTE (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)
Asma Rani, Navneet Goyal, Shashi K. Gadia
Data Provenance for Historical Queries in Relational Database. COMPUTE (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)
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, Navneet Goyal, Ashish Gupta, T. S. Rahul
Designing self-adaptive websites using online hotlink assignment algorithm. MoMM (2009)
Navneet Goyal, Yashvardhan Sharma
New binning strategy for bitmap indices on high cardinality attributes. Bangalore Compute Conf. (2009)
Poonam Goyal, Navneet Goyal, Ankit Khandelwal, S. Raja Babu
Online Hotlink Assignment Algorithm for Adaptive Websites. IICAI (2007)
Navneet Goyal, Susheel Kumar Zaveri, Yashvardhan Sharma
Improved Bitmap Indexing Strategy for Data Warehouses. ICIT (2006)