Dr. Navneet Goyal

About Dr. Navneet Goyal

Dr. Navneet Goyal, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at Birla Institute of Technology and Science, specializes in the field of Artificial Intelligence, GenAI, AI for Earth Observation(AI4EO), Machine Learning, Federated Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

VOLTAGE: A versatile contrastive learning based OCR methodology for ultra low-resource scripts through auto glyph feature extraction

Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications

Provenance Framework for Multi-Depth Querying Using Zero-Information Loss Database

Fusion of multivariate time series meteorological and static soil data for multistage crop yield prediction using multi-head self attention network

An Adaptive Hierarchical Method for Anytime Set-wise Clustering of Variable and High-Speed Data Streams

Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates

Big Data and Artificial Intelligence: 11th International Conference, BDA 2023, Delhi, India, December 7–9, 2023, Proceedings

A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using image and text analytics

Dr. Navneet Goyal Information

University

Position

Department of Computer Science Pilani Campus INDIA

Citations(all)

530

Citations(since 2020)

426

Cited By

248

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

19

i10Index(since 2020)

12

Email

University Profile Page

Birla Institute of Technology and Science

Google Scholar

View Google Scholar Profile

Dr. Navneet Goyal Skills & Research Interests

Artificial Intelligence

GenAI

AI for Earth Observation(AI4EO)

Machine Learning

Federated Learning

Top articles of Dr. Navneet Goyal

Title

Journal

Author(s)

Publication Date

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

2024/3

Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications

Proceedings of the AAAI Conference on Artificial Intelligence

Poonam Goyal

Arshveer Kaur

Arvind Ram

Navneet Goyal

2024/3/24

Provenance Framework for Multi-Depth Querying Using Zero-Information Loss Database

International Journal of Information Technology & Decision Making

Asma Rani

Navneet Goyal

Shashi K Gadia

2023/9/30

Fusion of multivariate time series meteorological and static soil data for multistage crop yield prediction using multi-head self attention network

Expert Systems with Applications

Arshveer Kaur

Poonam Goyal

Rohit Rajhans

Lakshya Agarwal

Navneet Goyal

2023/9/15

An Adaptive Hierarchical Method for Anytime Set-wise Clustering of Variable and High-Speed Data Streams

Jagat Sesh Challa

Utkarsh Darolia

Mridul Chandak

Poonam Goyal

Navneet Goyal

2023/12/15

Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates

Prawaal Sharma

Navneet Goyal

Poonam Goyal

2023/3/27

Big Data and Artificial Intelligence: 11th International Conference, BDA 2023, Delhi, India, December 7–9, 2023, Proceedings

Vikram Goyal

Naveen Kumar

Sourav S Bhowmick

Pawan Goyal

Navneet Goyal

...

2023/12/4

A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using image and text analytics

Prawaal Sharma

Navneet Goyal

Poonam Goyal

2023/3/27

Utilizing MODIS Fire Mask for Predicting Forest Fires Using Landsat-9/8 and Meteorological Data

Yash Gupta

Navneet Goyal

Vishal John Varghese

Poonam Goyal

2023/10/9

LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time Series for Permutation Invariant Applications

Arshveer Kaur

Poonam Goyal

Navneet Goyal

2023/10/9

A generalized multimodal deep learning model for early crop yield prediction

Arshveer Kaur

Poonam Goyal

Kartik Sharma

Lakshay Sharma

Navneet Goyal

2022/12/17

Social data provenance framework based on zero-information loss graph database

Social Network Analysis and Mining

Asma Rani

Navneet Goyal

Shashi K Gadia

2022/12

Anytime clustering of data streams while handling noise and concept drift

Journal of Experimental & Theoretical Artificial Intelligence

Jagat Sesh Challa

Poonam Goyal

Ajinkya Kokandakar

Dhananjay Mantri

Pranet Verma

...

2022/5/4

Android Web Security Solution using Cross-device Federated Learning

AK Singh

Navneet Goyal

2022/1/4

Big social data provenance framework for zero-information loss key-value pair (KVP) database

International Journal of Data Science and Analytics

Asma Rani

Navneet Goyal

Shashi K. Gadia

2022

AnyStreamKM: Anytime k-medoids Clustering for Streaming Data

Jagat Sesh Challa

Dhruv Rawat

Navneet Goyal

Poonam Goyal

2022/12/17

Detection of malicious webpages using deep learning

AK Singh

Navneet Goyal

2021/12/15

Twitter data modelling and provenance support for key-value pair databases

Asma Rani

Navneet Goyal

Shashi K Gadia

2021

Zero-shot reductive paraphrasing for digitally semi-literate

Prawaal Sharma

Navneet Goyal

2021/12/13

Semi-literate Texting (SLT): Survey based text message dataset from digitally semi-literate users in India

Data in brief

Prawaal Sharma

Navneet Goyal

MR Vinay

2021/10/1

See List of Professors in Dr. Navneet Goyal University(Birla Institute of Technology and Science)