Shreya Ghosh

According to our database, Shreya Ghosh authored at least 45 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploring Language Model Generalization in Low-Resource Extractive QA.

Saptarshi Sengupta, Wenpeng Yin, Preslav Nakov, Shreya Ghosh, Suhang Wang

CoRR, 2024

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

Saptarshi Sengupta, Shreya Ghosh, Prasenjit Mitra, Tarikul Islam Tamiti

CoRR, 2024

Bridging Semantics: Mobility Analytics Framework for Knowledge Transfer.

Shreya Ghosh, Prasenjit Mitra

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

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

Shreya Ghosh, Prasenjit Mitra, Preslav Nakov

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

2023

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

Anwesha Mukherjee, Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya

J. Supercomput., October, 2023

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

Debashis De, Shreya Ghosh, Anwesha Mukherjee

Internet Things, October, 2023

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

Shreya Ghosh, Soumya K. Ghosh

IEEE Trans. Comput. Soc. Syst., August, 2023

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, Adel Nadjaran Toosi, Junhui Du, Huaming Wu, Shreya Ghosh, Deepraj Chowdhury, Muhammed Golec, Mohit Kumar, Ahmed M. Abdelmoniem, Félix Cuadrado, Blesson Varghese, Omer F. Rana, Schahram Dustdar, Steve Uhlig

Internet Things, April, 2023

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

Saptarshi Sengupta, Connor T. Heaton, Shreya Ghosh, Preslav Nakov, Prasenjit Mitra

CoRR, 2023

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

Shreya Ghosh, Saptarshi Sengupta, Prasenjit Mitra

CoRR, 2023

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

Jakob Hederich, Shreya Ghosh, Zeyu He, Prasenjit Mitra

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.

Shreya Ghosh, Prasenjit Mitra

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.

Jakob Hederich, Shreya Ghosh, Zeyu He, Prasenjit Mitra

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Why Did You Go There? Semantic Knowledge Extraction from Trajectory Traces.

Shreya Ghosh, Soumya K. Ghosh

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.

Shreya Ghosh, Prasenjit Mitra

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.

Matthew Hines, Gregory Glatzer, Shreya Ghosh, Prasenjit Mitra

Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, 2023

Info-Wild: Knowledge Extraction and Management for Wildlife Conservation.

Prasenjit Mitra, Shreya Ghosh, Bistra Dilkina, Thomas Müller

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Tweeted Fact vs Fiction: Identifying Vaccine Misinformation and Analyzing Dissent.

Shreya Ghosh, Prasenjit Mitra

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

Can You Answer This? - Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract).

Saptarshi Sengupta, Shreya Ghosh, Preslav Nakov, Prasenjit Mitra

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

LYRIC: Deadline and Budget Aware Spatio-Temporal Query Processing in Cloud.

Jaydeep Das, Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya

IEEE Trans. Serv. Comput., 2022

MCG: Mobility-Aware Computation Offloading in Edge Using Weighted Majority Game.

Anwesha Mukherjee, Shreya Ghosh, Debashis De, Soumya K. Ghosh

IEEE Trans. Netw. Sci. Eng., 2022

STOPPAGE: Spatio-temporal data driven cloud-fog-edge computing framework for pandemic monitoring and management.

Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya

Softw. Pract. Exp., 2022

RESCUE: Enabling green healthcare services using integrated IoT-edge-fog-cloud computing environments.

Jaydeep Das, Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya

Softw. Pract. Exp., 2022

MANTRA: Semantic Mobility Knowledge Analytics Framework for Trajectory Annotation.

Shreya Ghosh, Soumya K. Ghosh

Proceedings of the IEEE INFOCOM 2022, 2022

Dynamic Voltage and Frequency Scaling Approach for Processing Spatio-Temporal Queries in Mobile Environment.

Shreya Ghosh, Jaydeep Das

Proceedings of the Green Mobile Cloud Computing, 2022

Geospatial Green Mobile Edge Computing: Challenges, Solutions and Future Directions.

Jaydeep Das, Shreya Ghosh

Proceedings of the Green Mobile Cloud Computing, 2022

2021

Internet of Health Things (IoHT) for personalized health care using integrated edge-fog-cloud network.

Anwesha Mukherjee, Shreya Ghosh, Aabhas Behere, Soumya K. Ghosh, Rajkumar Buyya

J. Ambient Intell. Humaniz. Comput., 2021

CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management.

Anish Poonia, Shreya Ghosh, Akash Ghosh, Shubha Brata Nath, Soumya K. Ghosh, Rajkumar Buyya

Internet Things, 2021

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

Shreya Ghosh, Soumya K. Ghosh

Mobile Edge Computing, 2021

2020

Mobi-IoST: Mobility-Aware Cloud-Fog-Edge-IoT Collaborative Framework for Time-Critical Applications.

Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya

IEEE Trans. Netw. Sci. Eng., 2020

MARIO: A spatio-temporal data mining framework on Google Cloud to explore mobility dynamics from taxi trajectories.

Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya

J. Netw. Comput. Appl., 2020

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

Shreya Ghosh, Soumya K. Ghosh

CoRR, 2020

Locator: A Cloud-Fog-Enabled Framework for Facilitating Efficient Location based Services.

Shreya Ghosh, Jaydeep Das, Soumya K. Ghosh

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.

Shreya Ghosh, Soumya K. Ghosh

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency Services.

Shreya Ghosh, Jaydeep Das, Soumya K. Ghosh, Rajkumar Buyya

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

Traj-Cloud: A Trajectory Cloud for enabling Efficient Mobility Services.

Shreya Ghosh, Soumya K. Ghosh

Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

MovCloud: A Cloud-Enabled Framework to Analyse Movement Behaviors.

Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya

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.

Shreya Ghosh, Soumya K. Ghosh

Prog. Artif. Intell., 2018

Activity-based Mobility Profiling: A Purely Temporal Modeling Approach.

Shreya Ghosh, Soumya K. Ghosh, Rahul Deb Das, Stephan Winter

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.

Soumya K. Ghosh, Shreya Ghosh

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.

Sayan Sinha, Mehul Kumar Nirala, Shreya Ghosh, Soumya K. Ghosh

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Modeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users.

Shreya Ghosh, Soumya K. Ghosh

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.

Shreya Ghosh, Soumya K. Ghosh

Proceedings of the Intelligent Systems Design and Applications, 2017

Chemical Graph Mining for Classification of Chemical Reactions.

Shreya Ghosh, Ankita Samaddar, Trishita Goswami, Somnath Pal

Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016

THUMP: Semantic Analysis on Trajectory Traces to Explore Human Movement Pattern.

Shreya Ghosh, Soumya K. Ghosh

Proceedings of the 25th International Conference on World Wide Web, 2016