Aryya Gangopadhyay

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 69

Top Venues

SMARTCOMP

CoRR

IEEE BigData

Pervasive Mob. Comput.

Publications

Hasib-Al Rashid, Argho Sarkar, Aryya Gangopadhyay, Maryam Rahnemoonfar, Tinoosh Mohsenin
TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices. CoRR (2024)
Pretom Roy Ovi, Aryya Gangopadhyay
Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems. ICASSP (2024)
Md. Azim Khan, Nadeem Ahmed, Joyce Padela, Muhammad Shehrose Raza, Aryya Gangopadhyay, Jianwu Wang, James Foulds, Carl E. Busart, Robert F. Erbacher
Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood Detection on Edge Device. ICMLA (2023)
Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images. J. Digit. Imaging 36 (4) (2023)
Rohan Putatunda, Azim Khan, Aryya Gangopadhyay, Jianwu Wang, Carl E. Busart, Robert F. Erbacher
Vision Transformer-based Real-Time Camouflaged Object Detection System at Edge. SMARTCOMP (2023)
Pretom Roy Ovi, Aryya Gangopadhyay
A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies. CISS (2023)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks. CVPR Workshops (2023)
Xin Wang, Pei Guo, Xingyan Li, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman, Jianwu Wang
Reproducible and Portable Big Data Analytics in the Cloud. IEEE Trans. Cloud Comput. 11 (3) (2023)
Kasthuri Jayarajah, Sean Gart, Aryya Gangopadhyay
AirDrop: Towards Collaborative, Multi-Resolution Air-Ground Teaming for Terrain-Aware Navigation. HotMobile (2023)
Argho Sarkar, Tashnim Chowdhury, Robin Roberson Murphy, Aryya Gangopadhyay, Maryam Rahnemoonfar
SAM-VQA: Supervised Attention-Based Visual Question Answering Model for Post-Disaster Damage Assessment on Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kasthuri Jayarajah, Aryya Gangopadhyay, Nicholas R. Waytowich
TagTeam: Towards Wearable-Assisted, Implicit Guidance for Human-Drone Teams. CoRR (2022)
Pretom Roy Ovi, Aryya Gangopadhyay, Robert F. Erbacher, Carl E. Busart
Secure Federated Training: Detecting Compromised Nodes and Identifying the Type of Attacks. ICMLA (2022)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay, Adrienne Raglin
Environmental Sound Classification for Flood Event Detection. Intelligent Environments (2022)
Kasthuri Jayarajah, Aryya Gangopadhyay, Nicholas R. Waytowich
: Towards wearable-assisted, implicit guidance for human-drone teams. SmartWear@MobiCom (2022)
Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy
: A light-weight scalable self-taught learning framework for older adults' activity recognition. Pervasive Mob. Comput. 87 (2022)
Peichang Shi, Aryya Gangopadhyay, Ping Yu
LIVE: A Local Interpretable model-agnostic Visualizations and Explanations. ICHI (2022)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning. CoRR (2022)
Hasib-Al-Rashid, Pretom Roy Ovi, Aryya Gangopadhyay, Tinoosh Mohsenin
Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices. CoRR (2022)
Fan Yang, Zhiyuan Chen, Aryya Gangopadhyay
Using Randomness to Improve Robustness of Tree-Based Models Against Evasion Attacks. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Xin Wang, Azim Khan, Jianwu Wang, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman
An edge-cloud integrated framework for flexible and dynamic stream analytics. Future Gener. Comput. Syst. 137 (2022)
Masud Ahmed, Naima Khan, Pretom Roy Ovi, Nirmalya Roy, Sanjay Purushotham, Aryya Gangopadhyay, Suya You
GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone. DCOSS (2022)
Xin Wang, Azim Khan, Jianwu Wang, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman
An Edge-Cloud Integrated Framework for Flexible and Dynamic Stream Analytics. CoRR (2022)
Sreenivasan Ramasamy Ramamurthy, Soumyajit Chatterjee, Elizabeth Galik, Aryya Gangopadhyay, Nirmalya Roy, Bivas Mitra, Sandip Chakraborty
CogAx: Early Assessment of Cognitive and Functional Impairment from Accelerometry. PerCom (2022)
Jangho Lee, Yingxi Rona Shi, Changjie Cai, Pubu Ciren, Jianwu Wang, Aryya Gangopadhyay, Zhibo Zhang
Machine Learning Based Algorithms for Global Dust Aerosol Detection from Satellite Images: Inter-Comparisons and Evaluation. Remote. Sens. 13 (3) (2021)
Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman
CCS-GAN: COVID-19 CT-scan classification with very few positive training images. CoRR (2021)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
ARIS: A Real Time Edge Computed Accident Risk Inference System. SMARTCOMP (2021)
Aryya Gangopadhyay, Michael Morris, Babak Saboury, Eliot L. Siegel, Yelena Yesha
IDIOMS: Infectious Disease Imaging Outbreak Monitoring System. Digit. Gov. Res. Pract. 2 (1) (2021)
Xin Wang, Pei Guo, Xingyan Li, Jianwu Wang, Aryya Gangopadhyay, Carl E. Busart, Jade Freeman
Reproducible and Portable Big Data Analytics in the Cloud. CoRR (2021)
Jayalakshmi Mangalagiri, Jones Sam Sugumar, Sumeet Menon, David Chapman, Yaacov Yesha, Aryya Gangopadhyay, Yelena Yesha, Phuong Nguyen
Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs. IEEE BigData (2021)
Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy
STAR: A Scalable Self-taught Learning Framework for Older Adults' Activity Recognition. SMARTCOMP (2021)
Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network. CoRR (2021)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
Flood Detection using Semantic Segmentation and Multimodal Data Fusion. PerCom Workshops (2021)
Oluwagbemiga Ajayi, Aryya Gangopadhyay
DAHID: Domain Adaptive Host-based Intrusion Detection. CSR (2021)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
Towards AI Conversing: FloodBot using Deep Learning Model Stacks. SMARTCOMP (2020)
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning. CoRR (2020)
Ping Hou, Pei Guo, Peng Wu, Jianwu Wang, Aryya Gangopadhyay, Zhibo Zhang
A Deep Learning Model for Detecting Dust in Earth's Atmosphere from Satellite Remote Sensing Data. SMARTCOMP (2020)
Sumeet Menon, Joshua Galita, David Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris
Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN. IEEE BigData (2020)
Sumeet Menon, Joshua Galita, David R. Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN. CoRR (2020)
Soumyajit Chatterjee, Avijoy Chakma, Aryya Gangopadhyay, Nirmalya Roy, Bivas Mitra, Sandip Chakraborty
LASO: Exploiting Locomotive and Acoustic Signatures over the Edge to Annotate IMU Data for Human Activity Recognition. ICMI (2020)
Neha Singh, Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
Flood Detection Framework Fusing The Physical Sensing & Social Sensing. SMARTCOMP (2020)
Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. MobiQuitous (2020)
Manzhu Yu, Julie Bessac, Ling Xu, Aryya Gangopadhyay, Yingxi Rona Shi, Jianwu Wang
Image Segmentation for Dust Detection Using Semi-supervised Machine Learning. IEEE BigData (2020)
Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Vision Powered Conversational AI for Easy Human Dialogue Systems. MASS (2020)
Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities. SMARTCOMP (2020)
Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. CoRR (2020)
Iyanuoluwa Emmanuel Odebode, Aryya Gangopadhyay
Analyzing Rhabdomyosarcoma using the Multimodal Clustering Approach (DReiM). SMARTCOMP (2019)
Peichang Shi, Qianqian Song, Janita Patwardhan, Zhibo Zhang, Jianwu Wang, Aryya Gangopadhyay
A Hybrid Algorithm for Mineral Dust Detection Using Satellite Data. eScience (2019)
Peichang Shi, Aryya Gangopadhyay, Carolyn Owens, Brenda Blunt, Christine Grogan
A hybrid model using LSTM and decision tree for mortality prediction and its application in provider performance evaluation. IEEE BigData (2019)
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Analyzing The Emotions of Crowd For Improving The Emergency Response Services. Pervasive Mob. Comput. 58 (2019)
Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy
Identifying the Context of Hurricane Posts on Twitter using Wavelet Features. SMARTCOMP (2019)
Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi
FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents. CoRR (2019)
Aryya Gangopadhyay, Iyanuoluwa Emmanuel Odebode, Yelena Yesha
A Domain Adaptation Technique for Deep Learning in Cybersecurity. OTM Workshops (2019)
Pooja Parameshwarappa, Zhiyuan Chen, Aryya Gangopadhyay
Analyzing attack strategies against rule-based intrusion detection systems. ICDCN Workshops (2018)
Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy
Evaluating Disaster Time-Line from Social Media with Wavelet Analysis. SMARTCOMP (2018)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
A Flash Flood Categorization System Using Scene-Text Recognition. SMARTCOMP (2018)
Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi
Fuzzy Approach Topic Discovery in Health and Medical Corpora. Int. J. Fuzzy Syst. 20 (4) (2018)
Ahmed AlEroud, Aryya Gangopadhyay
Multimode co-clustering for analyzing terrorist networks. Inf. Syst. Frontiers 20 (5) (2018)
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Analyzing the Sentiment of Crowd for Improving the Emergency Response Services. SMARTCOMP (2018)
Carlos Barajas, Pei Guo, Lipi Mukherjee, Susan Hoban, Jianwu Wang, Daeho Jin, Aryya Gangopadhyay, Matthias K. Gobbert
Benchmarking Parallel K-Means Cloud Type Clustering from Satellite Data. Bench (2018)
Vandana P. Janeja, Abu Zaher Md Faridee, Aryya Gangopadhyay, Carolyn B. Seaman, Amy Everhart
Enhancing Interest in Cybersecurity Careers: A Peer Mentoring Perspective. SIGCSE (2018)
Mohammad Arif Ul Alam, Nirmalya Roy, Aryya Gangopadhyay, Elizabeth Galik
A smart segmentation technique towards improved infrequent non-speech gestural activity recognition model. Pervasive Mob. Comput. 34 (2017)
Madhu Ahluwalia, Aryya Gangopadhyay, Zhiyuan Chen, Yelena Yesha
Target-Based, Privacy Preserving, and Incremental Association Rule Mining. IEEE Trans. Serv. Comput. 10 (4) (2017)
Joseph Taylor, H. M. Sajjad Hossain, Mohammad Arif Ul Alam, Md Abdullah Al Hafiz Khan, Nirmalya Roy, Elizabeth Galik, Aryya Gangopadhyay
SenseBox: A low-cost smart home system. PerCom Workshops (2017)
Bipendra Basnyat, Amrita Anam, Neha Singh, Aryya Gangopadhyay, Nirmalya Roy
Analyzing Social Media Texts and Images to Assess the Impact of Flash Floods in Cities. SMARTCOMP (2017)
Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi
Fuzzy Approach Topic Discovery in Health and Medical Corpora. CoRR (2017)
Aryya Gangopadhyay, Song Chen
Health Care Fraud Detection with Community Detection Algorithms. SMARTCOMP (2016)
Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik
Automated Functional and Behavioral Health Assessment of Older Adults with Dementia. CHASE (2016)
Shaikha Alduaij, Zhiyuan Chen, Aryya Gangopadhyay
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. 10 (2) (2016)
Vandana P. Janeja, Carolyn B. Seaman, Kerrie Kephart, Aryya Gangopadhyay, Amy Everhart
Cybersecurity workforce development: A peer mentoring approach. ISI (2016)
Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi
FLATM: A fuzzy logic approach topic model for medical documents. NAFIPS/WConSC (2015)
Peichang Shi, Aryya Gangopadhyay
Personalized Health Plan Ranking - One Application of Cloud Computing to Health Care Data. ICHI (2015)
Rose Yesha, Aryya Gangopadhyay, Eliot L. Siegel
A Graph-Based Method for Analyzing Electronic Medical Records. ASONAM (2015)
Rose Yesha, Aryya Gangopadhyay
A method for analyzing health behavior in online forums. BCB (2015)
Iyanuoluwa Emmanuel Odebode, Aryya Gangopadhyay, Qian Zhu
Acquisition of diabetes-related biological associations using a motif based network: Preliminary results. BIBM (2015)
Lei Shi, Aryya Gangopadhyay, Vandana P. Janeja
STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery. Knowl. Inf. Syst. 43 (2) (2015)
Aniket Bochare, Aryya Gangopadhyay, Yelena Yesha, Anupam Joshi, Yaacov Yesha, Mary Brady, Michael A. Grasso, Naphtali Rishe
Integrating domain knowledge in supervised machine learning to assess the risk of breast cancer. Int. J. Medical Eng. Informatics 6 (2) (2014)
Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay
Discovery of temporal neighborhoods through discretization methods. Intell. Data Anal. 18 (4) (2014)
Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets. Data Min. Knowl. Discov. 28 (4) (2014)
Tamas S. Gal, Thomas C. Tucker, Aryya Gangopadhyay, Zhiyuan Chen
A data recipient centered de-identification method to retain statistical attributes. J. Biomed. Informatics 50 (2014)
Amir Karami, Aryya Gangopadhyay
FFTM: A Fuzzy Feature Transformation Method for Medical Documents. BioNLP@ACL (2014)
Madhushri Banerjee, Zhiyuan Chen, Aryya Gangopadhyay
A generic and distributed privacy preserving classification method with a worst-case privacy guarantee. Distributed Parallel Databases 32 (1) (2014)
Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
Mining sensor datasets with spatiotemporal neighborhoods. J. Spatial Inf. Sci. 6 (1) (2013)
Song Chen, Aryya Gangopadhyay
A Novel Approach to Uncover Health Care Frauds through Spectral Analysis. ICHI (2013)
Rohit Kugaonkar, Aryya Gangopadhyay, Yelena Yesha, Anupam Joshi, Yaacov Yesha, Michael A. Grasso, Mary Brady, Naphtali Rishe
Finding associations among SNPS for prostate cancer using collaborative filtering. DTMBIO@CIKM (2012)
Aryya Gangopadhyay, Song Chen, Yelena Yesha
Detecting Healthcare Fraud through Patient Sharing Schemes. ICISTM (2012)
Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja
Exploring multivariate spatio-temporal change in climate data using image analysis techniques. COM.Geo (2012)
Aryya Gangopadhyay, Ashish Joshi, Ravinder Wali
A spectral clustering technique for studying post-transplant kidney functions. IHI (2012)
Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay
TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. ICDE Workshops (2012)
Aryya Gangopadhyay, Matthew Molek, Yelena Yesha, Mary Brady, Yaacov Yesha
A Methodology for Ontology Evaluation Using Topic Models. INCoS (2012)
Dongjin Kim, Zhiyuan Chen, Aryya Gangopadhyay
Optimizing Privacy-Accuracy Tradeoff for Privacy Preserving Distance-Based Classification. Int. J. Inf. Secur. Priv. 6 (2) (2012)
Ali Azari, Lina Zhou, Aryya Gangopadhyay
Clustered service rank in support of web service discovery. iConference (2012)
Rashmi Nadubeediramesh, Aryya Gangopadhyay
Dynamic Document Clustering Using Singular Value Decomposition. Int. J. Comput. Model. Algorithms Medicine 3 (3) (2012)
Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
Characterizing sensor datasets with multi-granular spatio-temporal intervals. GIS (2011)
Madhu Ahluwalia, Aryya Gangopadhyay, Zhiyuan Chen, Yelena Yesha
Target-based privacy preserving association rule mining. SAC (2011)
Vandana Pursnani Janeja, Aryya Gangopadhyay, Seyed H. Mohammadi, Revathi Palanisamy
Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics. Stat. Anal. Data Min. 4 (3) (2011)
Pimwadee Chaovalit, Aryya Gangopadhyay, George Karabatis, Zhiyuan Chen
Discrete wavelet transform-based time series analysis and mining. ACM Comput. Surv. 43 (2) (2011)
Kelley M. Engle, Aryya Gangopadhyay
An Efficient Method for Discretizing Continuous Attributes. Int. J. Data Warehous. Min. 6 (2) (2010)
Dhrubajyoti Mondal, Aryya Gangopadhyay, William Russell
Medical decision making using vector space model. IHI (2010)
Somnath Chakrabarti, Zhiyuan Chen, Aryya Gangopadhyay, Shibnath Mukherjee
Privacy preserving linear discriminant analysis from perturbed data. SAC (2010)
Shibnath Mukherjee, Aryya Gangopadhyay, Zhiyuan Chen
A Partial Optimization Approach for Privacy Preserving Frequent Itemset Mining. Int. J. Comput. Model. Algorithms Medicine 1 (1) (2010)

Aryya Gangopadhyay.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Aryya Gangopadhyay