Shreya Ghosh

About Shreya Ghosh

Shreya Ghosh, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at Indian Institute of Technology Kharagpur, specializes in the field of Machine Learning, NLP, Spatial Informatics, Trajectory data analysis, Social media data analysis.

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

Milestones in Bengali Sentiment Analysis leveraging Transformer-models: Fundamentals, Challenges and Future Directions

Clock Against Chaos: Dynamic Assessment and Temporal Intervention in Reducing Misinformation Propagation

Bridging Semantics: Mobility Analytics Framework for Knowledge Transfer

Can You Answer This?–Exploring Zero-Shot QA Generalization Capabilities in Large Language Models

Catching Lies in the Act: A Framework for Early Misinformation Detection on Social Media

Spatio-temporal storytelling? leveraging generative models for semantic trajectory analysis

Tweeted Fact vs Fiction: Identifying Vaccine Misinformation and Analyzing Dissent

Lumos in the Night Sky: AI-enabled Visual Tool for Exploring Night-Time Light Patterns

Shreya Ghosh Information

University

Position

Ph.D Scholar TCS Research Fellow Computer Science and Engineering Dept.

Citations(all)

501

Citations(since 2020)

473

Cited By

142

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

16

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Shreya Ghosh Skills & Research Interests

Machine Learning

NLP

Spatial Informatics

Trajectory data analysis

Social media data analysis

Top articles of Shreya Ghosh

Title

Journal

Author(s)

Publication Date

Milestones in Bengali Sentiment Analysis leveraging Transformer-models: Fundamentals, Challenges and Future Directions

arXiv preprint arXiv:2401.07847

Saptarshi Sengupta

Shreya Ghosh

Prasenjit Mitra

Tarikul Islam Tamiti

2024/1/15

Clock Against Chaos: Dynamic Assessment and Temporal Intervention in Reducing Misinformation Propagation

Shreya Ghosh

Prasenjit Mitra

Preslav Nakov

2024/6

Bridging Semantics: Mobility Analytics Framework for Knowledge Transfer

Shreya Ghosh

Prasenjit Mitra

2024/4

Can You Answer This?–Exploring Zero-Shot QA Generalization Capabilities in Large Language Models

Proceedings of the AAAI Conference on Artificial Intelligence

Saptarshi Sengupta

Shreya Ghosh

Preslav Nakov

Prasenjit Mitra

2023/6/26

Catching Lies in the Act: A Framework for Early Misinformation Detection on Social Media

Shreya Ghosh

Prasenjit Mitra

2023/9/4

Spatio-temporal storytelling? leveraging generative models for semantic trajectory analysis

arXiv preprint arXiv:2306.13905

Shreya Ghosh

Saptarshi Sengupta

Prasenjit Mitra

2023/6/24

Tweeted Fact vs Fiction: Identifying Vaccine Misinformation and Analyzing Dissent

Shreya Ghosh

Prasenjit Mitra

2023/11

Lumos in the Night Sky: AI-enabled Visual Tool for Exploring Night-Time Light Patterns

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) [Demo Paper]

Jakob Hederich

Shreya Ghosh

Zeyu He

Prasenjit Mitra

2023/9

AI-based fog and edge computing: A systematic review, taxonomy and future directions

Sundas Iftikhar

Sukhpal Singh Gill

Chenghao Song

Minxian Xu

Mohammad Sadegh Aslanpour

...

2023/4/1

Quality> Quantity: Synthetic Corpora from Foundation Models for Closed-Domain Extractive Question Answering

arXiv preprint arXiv:2310.16995

Saptarshi Sengupta

Connor Heaton

Shreya Ghosh

Preslav Nakov

Prasenjit Mitra

2023/10/25

How early can we detect? Detecting Misinformation on Social Media Using User Profiling and Network Characteristics

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)

Shreya Ghosh

Prasenjit Mitra

2023/9

FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT

IEEE Transactions on Computational Social Systems

Shreya Ghosh

Soumya K Ghosh

2023/1/23

Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns

Jakob Hederich

Shreya Ghosh

Zeyu He

Prasenjit Mitra

2023/8

SocialSense: Mobile crowd sensing-based physical distance monitoring model leveraging federated learning for pandemic

Internet of Things

Debashis De

Shreya Ghosh

Anwesha Mukherjee

2023/10/1

Analysis of Elephant Movement in Sub-Saharan Africa: Ecological, Climatic, and Conservation Perspectives

ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS ’23)

Matthew Hines

Gregory Glatzer

Shreya Ghosh

Prasenjit Mitra

2023/8

Mobi-Sense: mobility-aware sensor-fog paradigm for mission-critical applications using network coding and steganography

The Journal of Supercomputing

Anwesha Mukherjee

Shreya Ghosh

Soumya K Ghosh

Rajkumar Buyya

2023/10

MANTRA: Semantic Mobility Knowledge Analytics Framework for Trajectory Annotation

Shreya Ghosh

Soumya K Ghosh

2022/5/2

Evade: exploring vaccine dissenting discourse on twitter

Shreya Ghosh

Prasenjit Mitra

Bernice L Hausman

2022/7/30

Cloud–fog–edge computing framework for combating COVID-19 pandemic

Shreya Ghosh

Anwesha Mukherjee

2022

RESCUE: enabling green healthcare services using integrated IoT‐edge‐fog‐cloud computing environments

Software: Practice and Experience

Jaydeep Das

Shreya Ghosh

Anwesha Mukherjee

Soumya K Ghosh

Rajkumar Buyya

2022/7

See List of Professors in Shreya Ghosh University(Indian Institute of Technology Kharagpur)

Co-Authors

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