Soumya K. Ghosh

According to our database1, Soumya K. Ghosh authored at least 156 papers between 1999 and 2020.

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

Timeline

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Bibliography

2020
Enhanced Bayesian Network Models for Spatial Time Series Prediction - Recent Research Trend in Data-Driven Predictive Analytics
Studies in Computational Intelligence 858, Springer, ISBN: 978-3-030-27749-9, 2020

SARDINE: A Self-Adaptive Recurrent Deep Incremental Network Model for Spatio-Temporal Prediction of Remote Sensing Data.
ACM Trans. Spatial Algorithms and Systems, 2020

Spatio-temporal prediction of land surface temperature using semantic kriging.
Trans. GIS, 2020

Publish or Drop Traffic Event Alerts? Quality-aware Decision Making in Participatory Sensing-based Vehicular CPS.
TCPS, 2020

Spatio-Fog: A green and timeliness-oriented fog computing model for geospatial query resolution.
Simul. Model. Pract. Theory, 2020

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

Data-Driven Approaches for Spatio-Temporal Analysis: A Survey of the State-of-the-Arts.
J. Comput. Sci. Technol., 2020

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

Caching Techniques to Improve Latency in Serverless Architectures.
Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

2019
Semantic Kriging for Spatio-temporal Prediction
Studies in Computational Intelligence 839, Springer, ISBN: 978-981-13-8663-3, 2019

Online Public Shaming on Twitter: Detection, Analysis, and Mitigation.
IEEE Trans. Comput. Soc. Syst., 2019

PS-Sim: A framework for scalable data simulation and incentivization in participatory sensing-based smart city applications.
Pervasive Mob. Comput., 2019

Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge.
J. Syst. Softw., 2019

FB-STEP: A fuzzy Bayesian network based data-driven framework for spatio-temporal prediction of climatological time series data.
Expert Syst. Appl., 2019

Time-frequency masking based supervised speech enhancement framework using fuzzy deep belief network.
Appl. Soft Comput., 2019

SMARTKT: A Search Framework to Assist Program Comprehension using Smart Knowledge Transfer.
Proceedings of the 19th IEEE International Conference on Software Quality, 2019

PTC: Pick-Test-Choose to Place Containerized Micro-Services in IoT.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

TrajSummary: Summarizing Trips of Individuals.
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

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

Optimal VM Coalition for Multi-Tier Applications Over Multi-Cloud Broker Environments.
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

Space-time Prediction of High Resolution Raster Data: An Approach based on Spatio-temporal Bayesian Network (STBN).
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 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

Towards a Democratic Federation for Infrastructure Service Provisioning.
Proceedings of the 2019 IEEE International Conference on Services Computing, 2019

Power and Time Aware VM Migration for Multi-Tier Applications over Geo-Distributed Clouds.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

Reducing Hierarchical Deep Learning Networks as Game Playing Artefact Using Regret Matching.
Proceedings of the Handbook of Deep Learning Applications., 2019

2018
A multi-objective framework for analysis of road network vulnerability for relief facility location during flood hazards: A case study of relief location analysis in Bankura District, India.
Trans. GIS, 2018

Data-driven approaches for meteorological time series prediction: A comparative study of the state-of-the-art computational intelligence techniques.
Pattern Recognit. Lett., 2018

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

Caucus: an authentication protocol for cloud federation.
Int. J. Trust. Manag. Comput. Commun., 2018

Data mining based analysis to explore the effect of teaching on student performance.
EAIT, 2018

Tensor-Train Long Short-Term Memory for Monaural Speech Enhancement.
CoRR, 2018

Stark: Fast and Scalable Strassen's Matrix Multiplication using Apache Spark.
CoRR, 2018

A Survey of Fog Computing and Communication: Current Researches and Future Directions.
CoRR, 2018

SPIN: A Fast and Scalable Matrix Inversion Method in Apache Spark.
CoRR, 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

PS-Sim: A Framework for Scalable Simulation of Participatory Sensing Data.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 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

FORWARD: A Model for FOrecasting Reservoir WAteR Dynamics Using Spatial Bayesian Network (SpaBN) (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

SPIN: A Fast and Scalable Matrix Inversion Method in Apache Spark.
Proceedings of the 19th International Conference on Distributed Computing and Networking, 2018

A Technique for Assessing the Quality of Volunteered Geographic Information for Disaster Decision Making.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Multi-objective Based Road-Link Grading for Health-Care Access During Flood Hazard Management.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Hierarchical Fuzzy Deep Leaning Networks for Predicting Human Behavior in Strategic Setups.
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

2017
Optical Character Recognition Systems for Different Languages with Soft Computing
Studies in Fuzziness and Soft Computing 352, Springer, ISBN: 978-3-319-50252-6, 2017

Semantic Kriging.
Proceedings of the Encyclopedia of GIS., 2017

FORWARD: A Model for FOrecasting Reservoir WAteR Dynamics Using Spatial Bayesian Network (SpaBN).
IEEE Trans. Knowl. Data Eng., 2017

A Deep-Learning-Based Forecasting Ensemble to Predict Missing Data for Remote Sensing Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Measuring Moran's I in a Cost-Efficient Manner to Describe a Land-Cover Change Pattern in Large-Scale Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments.
Softw. Pract. Exp., 2017

semBnet: A semantic Bayesian network for multivariate prediction of meteorological time series data.
Pattern Recognit. Lett., 2017

FPGA Implementation of a Phase-Aware Single-Channel Speech Enhancement System.
Circuits Syst. Signal Process., 2017

Learning Representations from Road Network for End-to-End Urban Growth Simulation.
CoRR, 2017

Rule based End-to-End Learning Framework for Urban Growth Prediction.
CoRR, 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

Improving the Performance of Deep Learning Based Speech Enhancement System Using Fuzzy Restricted Boltzmann Machine.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Spatio-Temporal Prediction of Meteorological Time Series Data: An Approach Based on Spatial Bayesian Network (SpaBN).
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

eDWaaS: A Scalable Educational Data Warehouse as a Service.
Proceedings of the Intelligent Systems Design and Applications, 2017

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

Deep Recurrent Neural Network Based Monaural Speech Separation Using Recurrent Temporal Restricted Boltzmann Machines.
Proceedings of the Interspeech 2017, 2017

Spatio-temporal Prediction under Scarcity of Influencing Variables: A Hybrid Probabilistic Graph-based Approach.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

BESTED: An Exponentially Smoothed Spatial Bayesian Analysis Model for Spatio-temporal Prediction of Daily Precipitation.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Hierarchical Rough Fuzzy Self Organizing Map for Weblog Prediction.
Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

Spatio-temporal Autocorrelation Analysis for Regional Land-cover Change Detection from Remote Sensing Data.
Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017

Bankruptcy Prediction through Soft Computing based Deep Learning Technique
Springer, ISBN: 978-981-10-6682-5, 2017

2016
Quantitative Modeling of Operational Risk in Finance and Banking Using Possibility Theory
Studies in Fuzziness and Soft Computing 331, Springer, ISBN: 978-3-319-26039-6, 2016

Securing Loosely-Coupled Collaboration in Cloud Environment through Dynamic Detection and Removal of Access Conflicts.
IEEE Trans. Cloud Comput., 2016

KITE: an efficient scheme for trust estimation and detection of errant nodes in vehicular cyber-physical systems.
Security and Communication Networks, 2016

Deep-STEP: A Deep Learning Approach for Spatiotemporal Prediction of Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett., 2016

Telemedicine Supported Chronic Wound Tissue Prediction Using Classification Approaches.
J. Medical Syst., 2016

Measuring semantic similarity between land-cover classes for spatial analysis: an ontology hierarchy exploration approach.
ISSE, 2016

Chronic Wound Characterization using Bayesian Classifier under Telemedicine Framework.
IJEHMC, 2016

Improved single channel phase-aware speech enhancement technique for low signal-to-noise ratio signal.
IET Signal Process., 2016

SDFog: A Software Defined Computing Architecture for QoS Aware Service Orchestration over Edge Devices.
CoRR, 2016

Fog Computing: Principles, Architectures, and Applications.
CoRR, 2016

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

Look Before You Shame: A Study on Shaming Activities on Twitter.
Proceedings of the 25th International Conference on World Wide Web, 2016

Enhancing Reliability of Vehicular Participatory Sensing Network: A Bayesian Approach.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Two-Stage Temporal Processing for Single-Channel Speech Enhancement.
Proceedings of the Interspeech 2016, 2016

DCAP: A deep convolution architecture for prediction of urban growth.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A cost-efficient approach for measuring Moran's index of spatial autocorrelation in geostationary satellite data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A Geospatial Service Oriented Framework for Disaster Risk Zone Identification.
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Prediction of meteorological parameters: an a-posteriori probabilistic semantic kriging approach.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Sentiment Analysis of Customer Reviews Using Robust Hierarchical Bidirectional Recurrent Neural Network.
Proceedings of the Artificial Intelligence Perspectives in Intelligent Systems, 2016

A probabilistic approach for filtering out spam reports in a vehicular participatory sensing system.
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

Modeling Spatio-temporal Change Pattern using Mathematical Morphology.
Proceedings of the 3rd IKDD Conference on Data Science, 2016

2015
CAT: Consensus-assisted trust estimation of MDS-equipped collaborators in vehicular ad-hoc network.
Veh. Commun., 2015

SelCSP: A Framework to Facilitate Selection of Cloud Service Providers.
IEEE Trans. Cloud Comput., 2015

PoliCon: a policy conciliation framework for heterogeneous mobile ad hoc networks.
Security and Communication Networks, 2015

On methodologies to estimate optical-layer power consumption and cost for long-haul WDM networks with optical reach constraint.
Photonic Network Communications, 2015

Performance Evaluation of Semantic Kriging: A Euclidean Vector Analysis Approach.
IEEE Geosci. Remote. Sens. Lett., 2015

Identification of Chronic Wound Status under Tele-Wound Network through Smartphone.
Int. J. Rough Sets Data Anal., 2015

QoS prediction for network data traffic using hierarchical modified regularized least squares rough support vector regression.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Time-series augmentation of semantic kriging for the prediction of meteorological parameters.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A Statistical Approach to Detect Anomalous User Requests in SaaS Cloud-Centric Collaborations.
Proceedings of the Information Systems Security - 11th International Conference, 2015

NetSecuritas: An Integrated Attack Graph-based Security Assessment Tool for Enterprise Networks.
Proceedings of the 2015 International Conference on Distributed Computing and Networking, 2015

Detection of climate zones using multifractal detrended cross-correlation analysis: A spatio-temporal data mining approach.
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

Exploring spatial dependency of meteorological attributes for multivariate analysis: A granger causality test approach.
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

A phase-aware single channel speech enhancement technique using separate bayesian estimators for voiced and unvoiced regions with digital hearing aid application.
Proceedings of the 17th International Conference on E-health Networking, 2015

A mobile volunteered geographic information management platform for rural health informatics.
Proceedings of the 17th International Conference on E-health Networking, 2015

Chronic wound tissue characterization under telemedicine framework.
Proceedings of the 17th International Conference on E-health Networking, 2015

Hierarchical Intuitionistic Fuzzy Possibilistic C Means Kernel Clustering Algorithm for Distributed Networks.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
Data and Application Security in Cloud.
Proceedings of the Bio-inspiring Cyber Security and Cloud Services: Trends and Innovations, 2014

A trust enhanced secure clustering framework for wireless ad hoc networks.
Wirel. Networks, 2014

Spatial Interpolation to Predict Missing Attributes in GIS Using Semantic Kriging.
IEEE Trans. Geosci. Remote. Sens., 2014

An access control model for cloud-based EMR federation.
Int. J. Trust. Manag. Comput. Commun., 2014

Approach for modelling trust in cluster-based wireless ad hoc networks.
IET Networks, 2014

Adaptive data aggregation and energy efficiency using network coding in a clustered wireless sensor network: An analytical approach.
Comput. Commun., 2014

A Theoretical Study on Access Control Model in Federated Systems.
Proceedings of the Recent Trends in Computer Networks and Distributed Systems Security, 2014

Verifying Conformance of Security Implementation with Organizational Access Policies in Community Cloud - A Formal Approach.
Proceedings of the SECRYPT 2014, 2014

Conflict Resolution in Heterogeneous Co-allied MANET: A Formal Approach.
Proceedings of the Distributed Computing and Networking - 15th International Conference, 2014

A Spatial Web Crawler for Discovering Geo-servers and Semantic Referencing with Spatial Features.
Proceedings of the Distributed Computing and Internet Technology, 2014

Game Theoretic Attack Response Framework for Enterprise Networks.
Proceedings of the Distributed Computing and Internet Technology, 2014

An Efficient Heuristic-Based Role Mapping Framework for Secure and Fair Collaboration in SaaS Cloud.
Proceedings of the 2014 International Conference on Cloud and Autonomic Computing, 2014

A demonstration of GeomSMS: an SMS framework for sharing geospatial features.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
Enhancement of Lifetime using Duty Cycle and Network Coding in Wireless Sensor Networks.
IEEE Trans. Wireless Communications, 2013

Towards full network virtualization in horizontal IaaS federation: security issues.
J. Cloud Computing, 2013

MDS-Based Trust Estimation of Event Reporting Node in VANET.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Spatio-temporal Change Detection of Urban Heat Islands Using Spatial Interpolation.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

A Query Driven Security Testing Framework for Enterprise Network.
Proceedings of the Sixth IEEE International Conference on Software Testing, 2013

Formal Representation of Fuzzy Data Model Using Description Logic.
Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

Analysis of Spatial Autocorrelation for Traffic Accident Data Based on Spatial Decision Tree.
Proceedings of the Fourth International Conference on Computing for Geospatial Research and Application, 2013

2012
STACRP: a secure trusted auction oriented clustering based routing protocol for MANET.
Cluster Computing, 2012

A planner-based approach to generate and analyze minimal attack graph.
Appl. Intell., 2012

Enforcement of access control policy for mobile ad hoc networks.
Proceedings of the 5th International Conference of Security of Information and Networks, 2012

Ontology based framework for semantic resolution of geospatial query.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

A Cognitive Trust Model for Access Control Framework in MANET.
Proceedings of the Information Systems Security, 8th International Conference, 2012

Heartbeat Message Based Misbehavior Detection Scheme for Vehicular Ad-hoc Networks.
Proceedings of the 2012 International Conference on Connected Vehicles and Expo, 2012

An approach to identify and monitor SLA parameters for storage-as-a-service cloud delivery model.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

Efficient data collection with directional antenna and network coding in wireless sensor networks.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommuncations Systems, 2012

2011
A WLAN security management framework based on formal spatio-temporal RBAC model.
Security and Communication Networks, 2011

Hybrid index-based image search from the web.
IJDMMM, 2011

Dimesioning and resource provisioning for IP/MPLS-over-WDM network.
Proceedings of the 17th IEEE International Conference on Networks, 2011

Framework for Spatial Query Resolution for Decision Support Using Geospatial Service Chaining and Fuzzy Reasoning.
Proceedings of the Information Intelligence, Systems, Technology and Management, 2011

Geospatial Orchestration Framework for Resolving Complex User Query.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

Formalizing fuzzy spatial data model for integrating heterogeneous spatial data.
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011

A geospatial framework for mapping of electromagnetic radiations.
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011

Service chaining for accessing geospatial information in mobile devices.
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011

2010
An Intelligent Approach for Security Management of an Enterprise Network Using Planner.
Proceedings of the Intelligent Autonomous Systems: Foundations and Applications, 2010

Policy Based Security Analysis in Enterprise Networks: A Formal Approach.
IEEE Trans. Network and Service Management, 2010

A mobile IP based WLAN security management framework with reconfigurable hardware acceleration.
Proceedings of the 3rd International Conference on Security of Information and Networks, 2010

Generating policy based security implementation in enterprise network: a formal framework.
Proceedings of the 3rd ACM Workshop on Assurable and Usable Security Configuration, 2010

A Spatio-Temporal Role-Based Access Control Model for Wireless LAN Security Policy Management.
Proceedings of the Information Systems, Technology and Management, 2010

An ACO Based Approach for Detection of an Optimal Attack Path in a Dynamic Environment.
Proceedings of the Distributed Computing and Networking, 11th International Conference, 2010

A Fuzzy Reasoning Based Approach for Determining Suitable Paths between Two Locations on a Transport Network.
Proceedings of the Computational Science and Its Applications, 2010

A Distributed Trust Model for Securing Mobile Ad Hoc Networks.
Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

Concurrent Usage Control Implementation Verification Using the SPIN Model Checker.
Proceedings of the Recent Trends in Network Security and Applications, 2010

A SAT Based Verification Framework for Wireless LAN Security Policy Management Supported by STRBAC Model.
Proceedings of the Recent Trends in Network Security and Applications, 2010

A Query based Formal Security Analysis Framework for Enterprise LAN.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
An Approach for Security Assessment of Network Configurations Using Attack Graph.
Proceedings of the First International Conference on Networks and Communications, 2009

Fault Analysis of Security Policy Implementations in Enterprise Networks.
Proceedings of the First International Conference on Networks and Communications, 2009

A Trust Based Clustering Framework for Securing Ad Hoc Networks.
Proceedings of the Information Systems, Technology and Management, 2009

Formal Verification of Security Policy Implementations in Enterprise Networks.
Proceedings of the Information Systems Security, 5th International Conference, 2009

2004
Fractal image compression: a randomized approach.
Pattern Recognit. Lett., 2004

2002
Relative Fractal Coding and its Application in Satellite Image Compression.
Proceedings of the ICVGIP 2002, 2002

2000
A graph-theoretic approach for studying the convergence of fractal encoding algorithm.
IEEE Trans. Image Process., 2000

1999
Design, Simulation and Synthesis of an ASIC for Fractal Image Compression.
Proceedings of the 12th International Conference on VLSI Design (VLSI Design 1999), 1999


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