Aryya Gangopadhyay
Orcid: 0000-0002-7553-7932Affiliations:
- University of Maryland, Baltimore County, USA
According to our database1,
Aryya Gangopadhyay
authored at least 136 papers
between 1993 and 2024.
Collaborative distances:
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Bibliography
2024
Let Students Take the Wheel: Introducing Post-Quantum Cryptography with Active Learning.
CoRR, 2024
TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices.
CoRR, 2024
Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems.
Proceedings of the IEEE International Conference on Acoustics, 2024
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
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
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
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
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
Future Gener. Comput. Syst., 2022
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning.
CoRR, 2022
CoRR, 2022
TinyM<sup>2</sup>Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices.
CoRR, 2022
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022
Proceedings of the SmartWear@MobiCom 2022: Proceedings of the 1st ACM Workshop on Smart Wearable Systems and Applications, 2022
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
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
Digit. Gov. Res. Pract., 2021
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
Proceedings of the IEEE International Conference on Smart Computing, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
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
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
Proceedings of the IEEE International Conference on Smart Computing, 2020
Proceedings of the IEEE International Conference on Smart Computing, 2020
Proceedings of the IEEE International Conference on Smart Computing, 2020
Proceedings of the MobiQuitous '20: Computing, 2020
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
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Pervasive Mob. Comput., 2019
Proceedings of the IEEE International Conference on Smart Computing, 2019
Proceedings of the IEEE International Conference on Smart Computing, 2019
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Workshops, 2019
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
Int. J. Fuzzy Syst., 2018
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
Proceedings of the Workshop Program of the 19th International Conference on Distributed Computing and Networking, 2018
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018
2017
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
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
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
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016
Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016
2015
Knowl. Inf. Syst., 2015
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
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
J. Biomed. Informatics, 2014
Integrating domain knowledge in supervised machine learning to assess the risk of breast cancer.
Int. J. Medical Eng. Informatics, 2014
Intell. Data Anal., 2014
A generic and distributed privacy preserving classification method with a worst-case privacy guarantee.
Distributed Parallel Databases, 2014
Data Min. Knowl. Discov., 2014
Proceedings of BioNLP, Baltimore, Maryland, USA, 2014
2013
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
Int. J. Comput. Model. Algorithms Medicine, 2012
Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012
Proceedings of the ACM International Health Informatics Symposium, 2012
Proceedings of the iConference 2012, Toronto, Ontario, Canada, February 7-10, 2012, 2012
Proceedings of the Information Systems, Technology and Management, 2012
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
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
ACM Comput. Surv., 2011
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
2010
ACM Trans. Manag. Inf. Syst., 2010
Int. J. Data Warehous. Min., 2010
Int. J. Comput. Model. Algorithms Medicine, 2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
2009
Int. J. Inf. Secur. Priv., 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
Proceedings of the ICDM 2009, 2009
2008
Int. J. Inf. Technol. Web Eng., 2008
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
Decis. Support Syst., 2008
Decis. Support Syst., 2008
A privacy preserving technique for distance-based classification with worst case privacy guarantees.
Data Knowl. Eng., 2008
Proceedings of the Knowledge Discovery from Sensor Data, 2008
2007
J. Database Manag., 2007
Gov. Inf. Q., 2007
Expert Syst. Appl., 2007
Decis. Support Syst., 2007
2006
A privacy-preserving technique for Euclidean distance-based mining algorithms using Fourier-related transforms.
VLDB J., 2006
Int. J. Data Warehous. Min., 2006
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
Inf. Resour. Manag. J., 2005
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
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
Electron. Mark., 1999
1998
1997
Advances in Database Systems 6, Kluwer, ISBN: 978-0-7923-9924-7, 1997
IEEE Trans. Knowl. Data Eng., 1997
1995
Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995
1993
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