Aryya Gangopadhyay

Orcid: 0000-0002-7553-7932

Affiliations:
  • University of Maryland, Baltimore County, USA


According to our database1, Aryya Gangopadhyay authored at least 133 papers between 1993 and 2023.

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Bibliography

2023
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images.
J. Digit. Imaging, August, 2023

SAM-VQA: Supervised Attention-Based Visual Question Answering Model for Post-Disaster Damage Assessment on Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

Reproducible and Portable Big Data Analytics in the Cloud.
IEEE Trans. Cloud Comput., 2023

AirDrop: Towards Collaborative, Multi-Resolution Air-Ground Teaming for Terrain-Aware Navigation.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

Vision Transformer-based Real-Time Camouflaged Object Detection System at Edge.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood Detection on Edge Device.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies.
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022
Using Randomness to Improve Robustness of Tree-Based Models Against Evasion Attacks.
IEEE Trans. Knowl. Data Eng., 2022

<i>STAR-Lite</i>: A light-weight scalable self-taught learning framework for older adults' activity recognition.
Pervasive Mob. Comput., 2022

An edge-cloud integrated framework for flexible and dynamic stream analytics.
Future Gener. Comput. Syst., 2022

Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning.
CoRR, 2022

TagTeam: Towards Wearable-Assisted, Implicit Guidance for Human-Drone Teams.
CoRR, 2022

TinyM<sup>2</sup>Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices.
CoRR, 2022

CogAx: Early Assessment of Cognitive and Functional Impairment from Accelerometry.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022

<i>TagTeam</i>: Towards wearable-assisted, implicit guidance for human-drone teams.
Proceedings of the SmartWear@MobiCom 2022: Proceedings of the 1st ACM Workshop on Smart Wearable Systems and Applications, 2022

Environmental Sound Classification for Flood Event Detection.
Proceedings of the 18th International Conference on Intelligent Environments, 2022

Secure Federated Training: Detecting Compromised Nodes and Identifying the Type of Attacks.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

LIVE: A Local Interpretable model-agnostic Visualizations and Explanations.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021
Machine Learning Based Algorithms for Global Dust Aerosol Detection from Satellite Images: Inter-Comparisons and Evaluation.
Remote. Sens., 2021

IDIOMS: Infectious Disease Imaging Outbreak Monitoring System.
Digit. Gov. Res. Pract., 2021

CCS-GAN: COVID-19 CT-scan classification with very few positive training images.
CoRR, 2021

Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.
CoRR, 2021

STAR: A Scalable Self-taught Learning Framework for Older Adults' Activity Recognition.
Proceedings of the IEEE International Conference on Smart Computing, 2021

ARIS: A Real Time Edge Computed Accident Risk Inference System.
Proceedings of the IEEE International Conference on Smart Computing, 2021

Flood Detection using Semantic Segmentation and Multimodal Data Fusion.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

DAHID: Domain Adaptive Host-based Intrusion Detection.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN.
CoRR, 2020

Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning.
CoRR, 2020

A Deep Learning Model for Detecting Dust in Earth's Atmosphere from Satellite Remote Sensing Data.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Towards AI Conversing: FloodBot using Deep Learning Model Stacks.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Flood Detection Framework Fusing The Physical Sensing & Social Sensing.
Proceedings of the IEEE International Conference on Smart Computing, 2020

AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment.
Proceedings of the MobiQuitous '20: Computing, 2020

Vision Powered Conversational AI for Easy Human Dialogue Systems.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

LASO: Exploiting Locomotive and Acoustic Signatures over the Edge to Annotate IMU Data for Human Activity Recognition.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Image Segmentation for Dust Detection Using Semi-supervised Machine Learning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Analyzing The Emotions of Crowd For Improving The Emergency Response Services.
Pervasive Mob. Comput., 2019

Analyzing Rhabdomyosarcoma using the Multimodal Clustering Approach (DReiM).
Proceedings of the IEEE International Conference on Smart Computing, 2019

Identifying the Context of Hurricane Posts on Twitter using Wavelet Features.
Proceedings of the IEEE International Conference on Smart Computing, 2019

A Domain Adaptation Technique for Deep Learning in Cybersecurity.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Workshops, 2019

A Hybrid Algorithm for Mineral Dust Detection Using Satellite Data.
Proceedings of the 15th International Conference on eScience, 2019

A hybrid model using LSTM and decision tree for mortality prediction and its application in provider performance evaluation.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Multimode co-clustering for analyzing terrorist networks.
Inf. Syst. Frontiers, 2018

Fuzzy Approach Topic Discovery in Health and Medical Corpora.
Int. J. Fuzzy Syst., 2018

Analyzing the Sentiment of Crowd for Improving the Emergency Response Services.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

A Flash Flood Categorization System Using Scene-Text Recognition.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Evaluating Disaster Time-Line from Social Media with Wavelet Analysis.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Enhancing Interest in Cybersecurity Careers: A Peer Mentoring Perspective.
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018

Analyzing attack strategies against rule-based intrusion detection systems.
Proceedings of the Workshop Program of the 19th International Conference on Distributed Computing and Networking, 2018

Benchmarking Parallel K-Means Cloud Type Clustering from Satellite Data.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

2017
Target-Based, Privacy Preserving, and Incremental Association Rule Mining.
IEEE Trans. Serv. Comput., 2017

A smart segmentation technique towards improved infrequent non-speech gestural activity recognition model.
Pervasive Mob. Comput., 2017

Analyzing Social Media Texts and Images to Assess the Impact of Flash Floods in Cities.
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017

SenseBox: A low-cost smart home system.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Infrequent Non-speech Gestural Activity Recognition Using Smart Jewelry: Challenges and Opportunities for Large-Scale Adaptation.
Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016
Knowledge Discovery in Clinical Data.
Proceedings of the Machine Learning for Health Informatics, 2016

Using Crowd Sourcing to Analyze Consumers' Response to Privacy Policies of Online Social Network and Financial Institutions at Micro Level.
Int. J. Inf. Secur. Priv., 2016

Health Care Fraud Detection with Community Detection Algorithms.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Cybersecurity workforce development: A peer mentoring approach.
Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

Automated Functional and Behavioral Health Assessment of Older Adults with Dementia.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

2015
STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery.
Knowl. Inf. Syst., 2015

FLATM: A fuzzy logic approach topic model for medical documents.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Personalized Health Plan Ranking - One Application of Cloud Computing to Health Care Data.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Acquisition of diabetes-related biological associations using a motif based network: Preliminary results.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

A method for analyzing health behavior in online forums.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

A Graph-Based Method for Analyzing Electronic Medical Records.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
A data recipient centered de-identification method to retain statistical attributes.
J. Biomed. Informatics, 2014

Integrating domain knowledge in supervised machine learning to assess the risk of breast cancer.
Int. J. Medical Eng. Informatics, 2014

Discovery of temporal neighborhoods through discretization methods.
Intell. Data Anal., 2014

A generic and distributed privacy preserving classification method with a worst-case privacy guarantee.
Distributed Parallel Databases, 2014

Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets.
Data Min. Knowl. Discov., 2014

FFTM: A Fuzzy Feature Transformation Method for Medical Documents.
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014

2013
Mining sensor datasets with spatiotemporal neighborhoods.
J. Spatial Inf. Sci., 2013

A Novel Approach to Uncover Health Care Frauds through Spectral Analysis.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

2012
Optimizing Privacy-Accuracy Tradeoff for Privacy Preserving Distance-Based Classification.
Int. J. Inf. Secur. Priv., 2012

Dynamic Document Clustering Using Singular Value Decomposition.
Int. J. Comput. Model. Algorithms Medicine, 2012

A Methodology for Ontology Evaluation Using Topic Models.
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012

A spectral clustering technique for studying post-transplant kidney functions.
Proceedings of the ACM International Health Informatics Symposium, 2012

Clustered service rank in support of web service discovery.
Proceedings of the iConference 2012, Toronto, Ontario, Canada, February 7-10, 2012, 2012

Detecting Healthcare Fraud through Patient Sharing Schemes.
Proceedings of the Information Systems, Technology and Management, 2012

TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks.
Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Exploring multivariate spatio-temporal change in climate data using image analysis techniques.
Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012

Finding associations among SNPS for prostate cancer using collaborative filtering.
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012

2011
Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics.
Stat. Anal. Data Min., 2011

Discrete wavelet transform-based time series analysis and mining.
ACM Comput. Surv., 2011

Target-based privacy preserving association rule mining.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Characterizing sensor datasets with multi-granular spatio-temporal intervals.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
A privacy protection technique for publishing data mining models and research data.
ACM Trans. Manag. Inf. Syst., 2010

An Efficient Method for Discretizing Continuous Attributes.
Int. J. Data Warehous. Min., 2010

A Partial Optimization Approach for Privacy Preserving Frequent Itemset Mining.
Int. J. Comput. Model. Algorithms Medicine, 2010

Privacy preserving linear discriminant analysis from perturbed data.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Target-based database synchronization.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Medical decision making using vector space model.
Proceedings of the ACM International Health Informatics Symposium, 2010

2009
Preserving Privacy in Mining Quantitative Associations Rules.
Int. J. Inf. Secur. Priv., 2009

Discretized Spatio-Temporal Scan Window.
Proceedings of the SIAM International Conference on Data Mining, 2009

A method for clustering transient data streams.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Temporal Neighborhood Discovery Using Markov Models.
Proceedings of the ICDM 2009, 2009

2008
Interoperability in Web-Based Geospatial Applications.
Int. J. Inf. Technol. Web Eng., 2008

A Privacy Protection Model for Patient Data with Multiple Sensitive Attributes.
Int. J. Inf. Secur. Priv., 2008

A fuzzy programming approach for data reduction and privacy in distance-based mining.
Int. J. Inf. Comput. Secur., 2008

A user-centered design for a spatial data warehouse for data exploration in environmental research.
Ecol. Informatics, 2008

Assisting decision making in the event-driven enterprise using wavelets.
Decis. Support Syst., 2008

Measuring interestingness of discovered skewed patterns in data cubes.
Decis. Support Syst., 2008

A privacy preserving technique for distance-based classification with worst case privacy guarantees.
Data Knowl. Eng., 2008

Spatiotemporal Neighborhood Discovery for Sensor Data.
Proceedings of the Knowledge Discovery from Sensor Data, 2008

2007
Semantic Integration and Knowledge Discovery for Environmental Research.
J. Database Manag., 2007

Semantic integration of government data for water quality management.
Gov. Inf. Q., 2007

Managing uncertainty in location services using rough set and evidence theory.
Expert Syst. Appl., 2007

Supporting mobile decision making with association rules and multi-layered caching.
Decis. Support Syst., 2007

2006
A privacy-preserving technique for Euclidean distance-based mining algorithms using Fourier-related transforms.
VLDB J., 2006

Navigation Rules for Exploring Large Multidimensional Data Cubes.
Int. J. Data Warehous. Min., 2006

A Wavelet-Based Approach to Preserve Privacy for Classification Mining.
Decis. Sci., 2006

An Examination of Vote Verification Technologies: Findings and Experiences from the Maryland Study.
Proceedings of the 2006 USENIX/ACCURATE Electronic Voting Technology Workshop, 2006

2005
A Web-Based GIS for Analyzing Commercial Motor Vehicle Crashes.
Inf. Resour. Manag. J., 2005

Multilingual Electronic Commerce in a Global Economy.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
A Simulation Study of Supply Chain Management to Measure the Impact of Information Sharing.
Inf. Resour. Manag. J., 2004

2002
Design and Implementation of a Web-Based Collaborative Spatial Decision Support System: Organizational and Managerial Implications.
Inf. Resour. Manag. J., 2002

2001
An image-based system for electronic retailing.
Decis. Support Syst., 2001

Conceptual modeling from natural language functional specifications.
Artif. Intell. Eng., 2001

2000
On-Line User Interaction with Electronic Catalogs: Language Preferences Among Global Users.
J. Glob. Inf. Manag., 2000

Designing multilingual electronic catalogs.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

Extending electronic catalogs for supply chain management.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000

1999
Electronic Commerce as an Enabler of Efficient Health-care Decision-Making.
Electron. Mark., 1999

1998
Content-Based Retrieval in Digital Libraries.
Computer, 1998

1997
Database Issues in Geographic Information Systems
Advances in Database Systems 6, Kluwer, ISBN: 978-0-7923-9924-7, 1997

A Form-Based Natural Language Front-End to a CIM Database.
IEEE Trans. Knowl. Data Eng., 1997

1995
An N-ary view integration method using conceptual dependencies.
Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995

1993
Design and Implementation of a Knowledge-Based Query Processor.
Int. J. Cooperative Inf. Syst., 1993

Integrating Functional and Data Modeling in a Computer Integrated Manufacturing System.
Proceedings of the Ninth International Conference on Data Engineering, 1993


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