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Shreya Ghosh
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 41
Top Topics
Human Movement
Future Directions
Generalization Capabilities
Weighted Majority
Top Venues
CoRR
Internet Things
WWW (Companion Volume)
COMSNETS
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Publications
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Saptarshi Sengupta
,
Shreya Ghosh
,
Prasenjit Mitra
,
Tarikul Islam Tamiti
Milestones in Bengali Sentiment Analysis leveraging Transformer-models: Fundamentals, Challenges and Future Directions.
CoRR
(2024)
Shreya Ghosh
,
Soumya K. Ghosh
Why Did You Go There? Semantic Knowledge Extraction from Trajectory Traces.
IGARSS
(2023)
Anwesha Mukherjee
,
Shreya Ghosh
,
Soumya K. Ghosh
,
Rajkumar Buyya
Mobi-Sense: mobility-aware sensor-fog paradigm for mission-critical applications using network coding and steganography.
J. Supercomput.
79 (15) (2023)
Shreya Ghosh
,
Prasenjit Mitra
How Early Can We Detect? Detecting Misinformation on Social Media Using User Profiling and Network Characteristics.
ECML/PKDD (6)
(2023)
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
AI-based fog and edge computing: A systematic review, taxonomy and future directions.
Internet Things
21 (2023)
Debashis De
,
Shreya Ghosh
,
Anwesha Mukherjee
SocialSense: Mobile crowd sensing-based physical distance monitoring model leveraging federated learning for pandemic.
Internet Things
23 (2023)
Shreya Ghosh
,
Saptarshi Sengupta
,
Prasenjit Mitra
Spatio-temporal Storytelling? Leveraging Generative Models for Semantic Trajectory Analysis.
CoRR
(2023)
Shreya Ghosh
,
Soumya K. Ghosh
FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT.
IEEE Trans. Comput. Soc. Syst.
10 (4) (2023)
Saptarshi Sengupta
,
Shreya Ghosh
,
Preslav Nakov
,
Prasenjit Mitra
Can You Answer This? - Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract).
AAAI
(2023)
Jakob Hederich
,
Shreya Ghosh
,
Zeyu He
,
Prasenjit Mitra
Lumos in the Night Sky: AI-Enabled Visual Tool for Exploring Night-Time Light Patterns.
ECML/PKDD (7)
(2023)
Prasenjit Mitra
,
Shreya Ghosh
,
Bistra Dilkina
,
Thomas Müller
Info-Wild: Knowledge Extraction and Management for Wildlife Conservation.
CIKM
(2023)
Shreya Ghosh
,
Prasenjit Mitra
Catching Lies in the Act: A Framework for Early Misinformation Detection on Social Media.
HT
(2023)
Matthew Hines
,
Gregory Glatzer
,
Shreya Ghosh
,
Prasenjit Mitra
Analysis of Elephant Movement in Sub-Saharan Africa: Ecological, Climatic, and Conservation Perspectives.
CoRR
(2023)
Saptarshi Sengupta
,
Connor T. Heaton
,
Shreya Ghosh
,
Preslav Nakov
,
Prasenjit Mitra
Quality > Quantity: Synthetic Corpora from Foundation Models for Closed-Domain Extractive Question Answering.
CoRR
(2023)
Matthew Hines
,
Gregory Glatzer
,
Shreya Ghosh
,
Prasenjit Mitra
Analysis of Elephant Movement in Sub-Saharan Africa: Ecological, Climatic, and Conservation Perspectives.
COMPASS
(2023)
Jakob Hederich
,
Shreya Ghosh
,
Zeyu He
,
Prasenjit Mitra
Understanding the Night-Sky? Developing AI-Enabled System for Exploring Night-Light Usage Patterns.
IJCAI
(2023)
Jaydeep Das
,
Shreya Ghosh
,
Soumya K. Ghosh
,
Rajkumar Buyya
LYRIC: Deadline and Budget Aware Spatio-Temporal Query Processing in Cloud.
IEEE Trans. Serv. Comput.
15 (5) (2022)
Shreya Ghosh
,
Soumya K. Ghosh
MANTRA: Semantic Mobility Knowledge Analytics Framework for Trajectory Annotation.
INFOCOM Workshops
(2022)
Anwesha Mukherjee
,
Shreya Ghosh
,
Debashis De
,
Soumya K. Ghosh
MCG: Mobility-Aware Computation Offloading in Edge Using Weighted Majority Game.
IEEE Trans. Netw. Sci. Eng.
9 (6) (2022)
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
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions.
CoRR
(2022)
Jaydeep Das
,
Shreya Ghosh
,
Anwesha Mukherjee
,
Soumya K. Ghosh
,
Rajkumar Buyya
RESCUE: Enabling green healthcare services using integrated IoT-edge-fog-cloud computing environments.
Softw. Pract. Exp.
52 (7) (2022)
Shreya Ghosh
,
Anwesha Mukherjee
,
Soumya K. Ghosh
,
Rajkumar Buyya
STOPPAGE: Spatio-temporal data driven cloud-fog-edge computing framework for pandemic monitoring and management.
Softw. Pract. Exp.
52 (12) (2022)
Anwesha Mukherjee
,
Shreya Ghosh
,
Aabhas Behere
,
Soumya K. Ghosh
,
Rajkumar Buyya
Internet of Health Things (IoHT) for personalized health care using integrated edge-fog-cloud network.
J. Ambient Intell. Humaniz. Comput.
12 (1) (2021)
Anish Poonia
,
Shreya Ghosh
,
Akash Ghosh
,
Shubha Brata Nath
,
Soumya K. Ghosh
,
Rajkumar Buyya
CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management.
Internet Things
16 (2021)
Shreya Ghosh
,
Anwesha Mukherjee
,
Soumya K. Ghosh
,
Rajkumar Buyya
STOPPAGE: Spatio-temporal Data Driven Cloud-Fog-Edge Computing Framework for Pandemic Monitoring and Management.
CoRR
(2021)
Shreya Ghosh
,
Soumya K. Ghosh
Mobility driven Cloud-Fog-Edge Framework for Location-aware Services: A Comprehensive Review.
CoRR
(2020)
Shreya Ghosh
,
Soumya K. Ghosh
,
Rajkumar Buyya
MARIO: A spatio-temporal data mining framework on Google Cloud to explore mobility dynamics from taxi trajectories.
J. Netw. Comput. Appl.
164 (2020)
Shreya Ghosh
,
Jaydeep Das
,
Soumya K. Ghosh
,
Rajkumar Buyya
CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency Services.
CCGRID
(2020)
Shreya Ghosh
,
Jaydeep Das
,
Soumya K. Ghosh
Locator: A Cloud-Fog-Enabled Framework for Facilitating Efficient Location based Services.
COMSNETS
(2020)
Shreya Ghosh
,
Anwesha Mukherjee
,
Soumya K. Ghosh
,
Rajkumar Buyya
Mobi-IoST: Mobility-Aware Cloud-Fog-Edge-IoT Collaborative Framework for Time-Critical Applications.
IEEE Trans. Netw. Sci. Eng.
7 (4) (2020)
Shreya Ghosh
,
Soumya K. Ghosh
Exploring Mobility Behaviours of Moving Agents from Trajectory traces in Cloud-Fog-Edge Collaborative Framework.
CCGRID
(2020)
Shreya Ghosh
,
Soumya K. Ghosh
,
Rajkumar Buyya
MovCloud: A Cloud-Enabled Framework to Analyse Movement Behaviors.
CloudCom
(2019)
Shreya Ghosh
,
Soumya K. Ghosh
Traj-Cloud: A Trajectory Cloud for enabling Efficient Mobility Services.
COMSNETS
(2019)
Shreya Ghosh
,
Soumya K. Ghosh
Exploring the association between mobility behaviours and academic performances of students: a context-aware traj-graph (CTG) analysis.
Prog. Artif. Intell.
7 (4) (2018)
Soumya K. Ghosh
,
Shreya Ghosh
Modeling Individual's Movement Patterns to Infer Next Location from Sparse Trajectory Traces.
SMC
(2018)
Sayan Sinha
,
Mehul Kumar Nirala
,
Shreya Ghosh
,
Soumya K. Ghosh
Hybrid Path Planner for Efficient Navigation in Urban Road Networks through Analysis of Trajectory Traces.
ICPR
(2018)
Shreya Ghosh
,
Soumya K. Ghosh
,
Rahul Deb Das
,
Stephan Winter
Activity-based Mobility Profiling: A Purely Temporal Modeling Approach.
WWW (Companion Volume)
(2018)
Shreya Ghosh
,
Soumya K. Ghosh
Modeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users.
WWW (Companion Volume)
(2017)
Shreya Ghosh
,
Ankita Samaddar
,
Trishita Goswami
,
Somnath Pal
Chemical Graph Mining for Classification of Chemical Reactions.
CICBA (2)
(2017)
Shreya Ghosh
,
Soumya K. Ghosh
Exploring Human Movement Behaviour Based on Mobility Association Rule Mining of Trajectory Traces.
ISDA
(2017)
Shreya Ghosh
,
Soumya K. Ghosh
THUMP: Semantic Analysis on Trajectory Traces to Explore Human Movement Pattern.
WWW (Companion Volume)
(2016)