Shreya Ghosh

Orcid: 0000-0002-6970-8889

Affiliations:
  • Pennsylvania State University, PA, USA
  • Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India (PhD)


According to our database1, Shreya Ghosh authored at least 41 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

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Bibliography

2024
Milestones in Bengali Sentiment Analysis leveraging Transformer-models: Fundamentals, Challenges and Future Directions.
CoRR, 2024

2023
Mobi-Sense: mobility-aware sensor-fog paradigm for mission-critical applications using network coding and steganography.
J. Supercomput., October, 2023

SocialSense: Mobile crowd sensing-based physical distance monitoring model leveraging federated learning for pandemic.
Internet Things, October, 2023

FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT.
IEEE Trans. Comput. Soc. Syst., August, 2023

AI-based fog and edge computing: A systematic review, taxonomy and future directions.
Internet Things, April, 2023

Quality > Quantity: Synthetic Corpora from Foundation Models for Closed-Domain Extractive Question Answering.
CoRR, 2023

Spatio-temporal Storytelling? Leveraging Generative Models for Semantic Trajectory Analysis.
CoRR, 2023

Lumos in the Night Sky: AI-Enabled Visual Tool for Exploring Night-Time Light Patterns.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

How Early Can We Detect? Detecting Misinformation on Social Media Using User Profiling and Network Characteristics.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Why Did You Go There? Semantic Knowledge Extraction from Trajectory Traces.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Catching Lies in the Act: A Framework for Early Misinformation Detection on Social Media.
Proceedings of the 34th ACM Conference on Hypertext and Social Media, 2023

Analysis of Elephant Movement in Sub-Saharan Africa: Ecological, Climatic, and Conservation Perspectives.
Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, 2023

Info-Wild: Knowledge Extraction and Management for Wildlife Conservation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Can You Answer This? - Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
LYRIC: Deadline and Budget Aware Spatio-Temporal Query Processing in Cloud.
IEEE Trans. Serv. Comput., 2022

MCG: Mobility-Aware Computation Offloading in Edge Using Weighted Majority Game.
IEEE Trans. Netw. Sci. Eng., 2022

STOPPAGE: Spatio-temporal data driven cloud-fog-edge computing framework for pandemic monitoring and management.
Softw. Pract. Exp., 2022

RESCUE: Enabling green healthcare services using integrated IoT-edge-fog-cloud computing environments.
Softw. Pract. Exp., 2022

MANTRA: Semantic Mobility Knowledge Analytics Framework for Trajectory Annotation.
Proceedings of the IEEE INFOCOM 2022, 2022

Dynamic Voltage and Frequency Scaling Approach for Processing Spatio-Temporal Queries in Mobile Environment.
Proceedings of the Green Mobile Cloud Computing, 2022

Geospatial Green Mobile Edge Computing: Challenges, Solutions and Future Directions.
Proceedings of the Green Mobile Cloud Computing, 2022

2021
Internet of Health Things (IoHT) for personalized health care using integrated edge-fog-cloud network.
J. Ambient Intell. Humaniz. Comput., 2021

CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management.
Internet Things, 2021

Mobility Driven Cloud-Fog-Edge Framework for Location-Aware Services: A Comprehensive Review.
Mobile Edge Computing, 2021

2020
Mobi-IoST: Mobility-Aware Cloud-Fog-Edge-IoT Collaborative Framework for Time-Critical Applications.
IEEE Trans. Netw. Sci. Eng., 2020

MARIO: A spatio-temporal data mining framework on Google Cloud to explore mobility dynamics from taxi trajectories.
J. Netw. Comput. Appl., 2020

Mobility driven Cloud-Fog-Edge Framework for Location-aware Services: A Comprehensive Review.
CoRR, 2020

Locator: A Cloud-Fog-Enabled Framework for Facilitating Efficient Location based Services.
Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

Exploring Mobility Behaviours of Moving Agents from Trajectory traces in Cloud-Fog-Edge Collaborative Framework.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency Services.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019
Traj-Cloud: A Trajectory Cloud for enabling Efficient Mobility Services.
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

MovCloud: A Cloud-Enabled Framework to Analyse Movement Behaviors.
Proceedings of the 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2019

2018
Exploring the association between mobility behaviours and academic performances of students: a context-aware traj-graph (CTG) analysis.
Prog. Artif. Intell., 2018

Activity-based Mobility Profiling: A Purely Temporal Modeling Approach.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Modeling Individual's Movement Patterns to Infer Next Location from Sparse Trajectory Traces.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Hybrid Path Planner for Efficient Navigation in Urban Road Networks through Analysis of Trajectory Traces.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Modeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Exploring Human Movement Behaviour Based on Mobility Association Rule Mining of Trajectory Traces.
Proceedings of the Intelligent Systems Design and Applications, 2017

Chemical Graph Mining for Classification of Chemical Reactions.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016
THUMP: Semantic Analysis on Trajectory Traces to Explore Human Movement Pattern.
Proceedings of the 25th International Conference on World Wide Web, 2016


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