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ORCIDAryya Gangopadhyay
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- affiliation: University of Maryland, Baltimore County, USA
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2020 – today
- 2024
[c70]Pretom Roy Ovi, Aryya Gangopadhyay:
Gradient Inversion Attacks on Acoustic Signals: Revealing Security Risks in Audio Recognition Systems. ICASSP 2024: 4835-4839- [i13]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 abs/2404.03574 (2024) - 2023
- [j53]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): 1376-1389 (2023) - [j52]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): 2966-2982 (2023) - [j51]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: 1-16 (2023) - [c69]Pretom Roy Ovi, Aryya Gangopadhyay:
A Comprehensive Study of Gradient Inversion Attacks in Federated Learning and Baseline Defense Strategies. CISS 2023: 1-6 - [c68]Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay:
Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks. CVPR Workshops 2023: 5046-5054 - [c67]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: 512-519 - [c66]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: 90-97 - [c65]Kasthuri Jayarajah, Sean Gart, Aryya Gangopadhyay:
AirDrop: Towards Collaborative, Multi-Resolution Air-Ground Teaming for Terrain-Aware Navigation. HotMobile 2023: 55-60 - 2022
- [j50]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: 323-335 (2022) - [j49]Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy:
STAR-Lite: A light-weight scalable self-taught learning framework for older adults' activity recognition. Pervasive Mob. Comput. 87: 101698 (2022) - [j48]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): 969-982 (2022) - [c64]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: 277-282 - [c63]Peichang Shi, Aryya Gangopadhyay, Ping Yu:
LIVE: A Local Interpretable model-agnostic Visualizations and Explanations. ICHI 2022: 245-254 - [c62]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: 1115-1120 - [c61]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay, Adrienne Raglin:
Environmental Sound Classification for Flood Event Detection. Intelligent Environments 2022: 1-8 - [c60]Kasthuri Jayarajah, Aryya Gangopadhyay, Nicholas R. Waytowich:
TagTeam: Towards wearable-assisted, implicit guidance for human-drone teams. SmartWear@MobiCom 2022: 13-18 - [c59]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: 66-76 - [i12]Hasib-Al Rashid, Pretom Roy Ovi, Aryya Gangopadhyay, Tinoosh Mohsenin:
TinyM2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices. CoRR abs/2202.04303 (2022) - [i11]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 abs/2205.04622 (2022) - [i10]Kasthuri Jayarajah, Aryya Gangopadhyay, Nicholas R. Waytowich:
TagTeam: Towards Wearable-Assisted, Implicit Guidance for Human-Drone Teams. CoRR abs/2208.05410 (2022) - [i9]Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay:
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning. CoRR abs/2210.13457 (2022) - 2021
- [j47]Aryya Gangopadhyay, Michael Morris, Babak Saboury, Eliot L. Siegel, Yelena Yesha:
IDIOMS: Infectious Disease Imaging Outbreak Monitoring System. Digit. Gov. Res. Pract. 2(1): 15:1-15:5 (2021) - [j46]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): 456 (2021) - [c58]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: 4387-4395 - [c57]Oluwagbemiga Ajayi, Aryya Gangopadhyay:
DAHID: Domain Adaptive Host-based Intrusion Detection. CSR 2021: 467-472 - [c56]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
Flood Detection using Semantic Segmentation and Multimodal Data Fusion. PerCom Workshops 2021: 135-140 - [c55]Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay:
ARIS: A Real Time Edge Computed Accident Risk Inference System. SMARTCOMP 2021: 47-54 - [c54]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: 121-128 - [i8]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 abs/2104.02060 (2021) - [i7]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 abs/2110.01605 (2021) - [i6]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 abs/2112.09762 (2021) - 2020
- [c53]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: 1216-1225 - [c52]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: 1745-1754 - [c51]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: 333-342 - [c50]Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Vision Powered Conversational AI for Easy Human Dialogue Systems. MASS 2020: 684-692 - [c49]Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik:
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. MobiQuitous 2020: 184-195 - [c48]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
Towards AI Conversing: FloodBot using Deep Learning Model Stacks. SMARTCOMP 2020: 33-40 - [c47]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: 196-201 - [c46]Neha Singh, Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
Flood Detection Framework Fusing The Physical Sensing & Social Sensing. SMARTCOMP 2020: 374-379 - [c45]Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities. SMARTCOMP 2020: 422-427 - [i5]Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning. CoRR abs/2003.04973 (2020) - [i4]Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik:
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. CoRR abs/2003.07492 (2020) - [i3]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 abs/2009.12478 (2020)
2010 – 2019
- 2019
- [j45]Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Analyzing The Emotions of Crowd For Improving The Emergency Response Services. Pervasive Mob. Comput. 58 (2019) - [c44]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: 2773-2781 - [c43]Peichang Shi, Qianqian Song, Janita Patwardhan, Zhibo Zhang, Jianwu Wang, Aryya Gangopadhyay:
A Hybrid Algorithm for Mineral Dust Detection Using Satellite Data. eScience 2019: 39-46 - [c42]Aryya Gangopadhyay, Iyanuoluwa Emmanuel Odebode, Yelena Yesha:
A Domain Adaptation Technique for Deep Learning in Cybersecurity. OTM Workshops 2019: 221-228 - [c41]Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy:
Identifying the Context of Hurricane Posts on Twitter using Wavelet Features. SMARTCOMP 2019: 350-358 - [c40]Iyanuoluwa Emmanuel Odebode, Aryya Gangopadhyay:
Analyzing Rhabdomyosarcoma using the Multimodal Clustering Approach (DReiM). SMARTCOMP 2019: 367-374 - [i2]Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi:
FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents. CoRR abs/1911.10953 (2019) - 2018
- [j44]Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi:
Fuzzy Approach Topic Discovery in Health and Medical Corpora. Int. J. Fuzzy Syst. 20(4): 1334-1345 (2018) - [j43]Ahmed Aleroud, Aryya Gangopadhyay:
Multimode co-clustering for analyzing terrorist networks. Inf. Syst. Frontiers 20(5): 1053-1074 (2018) - [c39]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: 248-260 - [c38]Pooja Parameshwarappa, Zhiyuan Chen, Aryya Gangopadhyay:
Analyzing attack strategies against rule-based intrusion detection systems. ICDCN Workshops 2018: 1:1-1:4 - [c37]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: 384-389 - [c36]Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Analyzing the Sentiment of Crowd for Improving the Emergency Response Services. SMARTCOMP 2018: 1-8 - [c35]Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy:
Evaluating Disaster Time-Line from Social Media with Wavelet Analysis. SMARTCOMP 2018: 41-48 - [c34]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
A Flash Flood Categorization System Using Scene-Text Recognition. SMARTCOMP 2018: 147-154 - 2017
- [j42]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: 25-45 (2017) - [j41]Madhu Ahluwalia, Aryya Gangopadhyay, Zhiyuan Chen, Yelena Yesha:
Target-Based, Privacy Preserving, and Incremental Association Rule Mining. IEEE Trans. Serv. Comput. 10(4): 633-645 (2017) - [c33]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: 60-62 - [c32]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: 1-6 - [p2]Mohammad Arif Ul Alam, Nirmalya Roy, Aryya Gangopadhyay, Elizabeth Galik:
Infrequent Non-speech Gestural Activity Recognition Using Smart Jewelry: Challenges and Opportunities for Large-Scale Adaptation. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 443-471 - [i1]Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi:
Fuzzy Approach Topic Discovery in Health and Medical Corpora. CoRR abs/1705.00995 (2017) - 2016
- [j40]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): 41-63 (2016) - [c31]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: 140-149 - [c30]Vandana P. Janeja, Carolyn B. Seaman, Kerrie Kephart, Aryya Gangopadhyay, Amy Everhart:
Cybersecurity workforce development: A peer mentoring approach. ISI 2016: 267-272 - [c29]Aryya Gangopadhyay, Song Chen:
Health Care Fraud Detection with Community Detection Algorithms. SMARTCOMP 2016: 1-5 - [p1]Aryya Gangopadhyay, Rose Yesha, Eliot L. Siegel:
Knowledge Discovery in Clinical Data. Machine Learning for Health Informatics 2016: 337-356 - 2015
- [j39]Lei Shi, Aryya Gangopadhyay, Vandana P. Janeja:
STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery. Knowl. Inf. Syst. 43(2): 333-353 (2015) - [c28]Rose Yesha, Aryya Gangopadhyay, Eliot L. Siegel:
A Graph-Based Method for Analyzing Electronic Medical Records. ASONAM 2015: 1036-1041 - [c27]Rose Yesha, Aryya Gangopadhyay:
A method for analyzing health behavior in online forums. BCB 2015: 615-621 - [c26]Iyanuoluwa Emmanuel Odebode, Aryya Gangopadhyay, Qian Zhu:
Acquisition of diabetes-related biological associations using a motif based network: Preliminary results. BIBM 2015: 1057-1062 - [c25]Peichang Shi, Aryya Gangopadhyay:
Personalized Health Plan Ranking - One Application of Cloud Computing to Health Care Data. ICHI 2015: 447 - [c24]Amir Karami, Aryya Gangopadhyay, Bin Zhou, Hadi Kharrazi:
FLATM: A fuzzy logic approach topic model for medical documents. NAFIPS/WConSC 2015: 1-6 - 2014
- [j38]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): 961-1003 (2014) - [j37]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): 5-35 (2014) - [j36]Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay:
Discovery of temporal neighborhoods through discretization methods. Intell. Data Anal. 18(4): 609-636 (2014) - [j35]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): 87-99 (2014) - [j34]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: 32-45 (2014) - [c23]Amir Karami, Aryya Gangopadhyay:
FFTM: A Fuzzy Feature Transformation Method for Medical Documents. BioNLP@ACL 2014: 128-133 - 2013
- [j33]Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay:
Mining sensor datasets with spatiotemporal neighborhoods. J. Spatial Inf. Sci. 6(1): 1-42 (2013) - [c22]Song Chen, Aryya Gangopadhyay:
A Novel Approach to Uncover Health Care Frauds through Spectral Analysis. ICHI 2013: 499-504 - 2012
- [j32]Rashmi Nadubeediramesh, Aryya Gangopadhyay:
Dynamic Document Clustering Using Singular Value Decomposition. Int. J. Comput. Model. Algorithms Medicine 3(3): 27-55 (2012) - [j31]Dongjin Kim, Zhiyuan Chen, Aryya Gangopadhyay:
Optimizing Privacy-Accuracy Tradeoff for Privacy Preserving Distance-Based Classification. Int. J. Inf. Secur. Priv. 6(2): 16-33 (2012) - [c21]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: 57-60 - [c20]Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja:
Exploring multivariate spatio-temporal change in climate data using image analysis techniques. COM.Geo 2012: 13 - [c19]Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay:
TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. ICDE Workshops 2012: 331-336 - [c18]Aryya Gangopadhyay, Song Chen, Yelena Yesha:
Detecting Healthcare Fraud through Patient Sharing Schemes. ICISTM 2012: 421-426 - [c17]Ali Azari, Lina Zhou, Aryya Gangopadhyay:
Clustered service rank in support of web service discovery. iConference 2012: 508-509 - [c16]Aryya Gangopadhyay, Ashish Joshi, Ravinder Wali:
A spectral clustering technique for studying post-transplant kidney functions. IHI 2012: 201-208 - [c15]Aryya Gangopadhyay, Matthew Molek, Yelena Yesha, Mary Brady, Yaacov Yesha:
A Methodology for Ontology Evaluation Using Topic Models. INCoS 2012: 390-395 - [e1]Sumeet Dua, Aryya Gangopadhyay, Parimala Thulasiraman, Umberto Straccia, Michael A. Shepherd, Benno Stein:
Information Systems, Technology and Management - 6th International Conference, ICISTM 2012, Grenoble, France, March 28-30, 2012. Proceedings. Communications in Computer and Information Science 285, Springer 2012, ISBN 978-3-642-29165-4 [contents] - 2011
- [j30]Pimwadee Chaovalit, Aryya Gangopadhyay, George Karabatis, Zhiyuan Chen:
Discrete wavelet transform-based time series analysis and mining. ACM Comput. Surv. 43(2): 6:1-6:37 (2011) - [j29]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): 276-300 (2011) - [c14]Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay:
Characterizing sensor datasets with multi-granular spatio-temporal intervals. GIS 2011: 449-452 - [c13]Madhu Ahluwalia, Aryya Gangopadhyay, Zhiyuan Chen, Yelena Yesha:
Target-based privacy preserving association rule mining. SAC 2011: 962-967 - 2010
- [j28]Shibnath Mukherjee, Aryya Gangopadhyay, Zhiyuan Chen:
A Partial Optimization Approach for Privacy Preserving Frequent Itemset Mining. Int. J. Comput. Model. Algorithms Medicine 1(1): 19-33 (2010) - [j27]Kelley M. Engle, Aryya Gangopadhyay:
An Efficient Method for Discretizing Continuous Attributes. Int. J. Data Warehous. Min. 6(2): 1-21 (2010) - [j26]Yu Fu, Zhiyuan Chen, Günes Koru, Aryya Gangopadhyay:
A privacy protection technique for publishing data mining models and research data. ACM Trans. Manag. Inf. Syst. 1(1): 7:1-7:20 (2010) - [c12]Dhrubajyoti Mondal, Aryya Gangopadhyay, William Russell:
Medical decision making using vector space model. IHI 2010: 386-390 - [c11]Somnath Chakrabarti, Zhiyuan Chen, Aryya Gangopadhyay, Shibnath Mukherjee:
Privacy preserving linear discriminant analysis from perturbed data. SAC 2010: 610-615 - [c10]Madhu Ahluwalia, Ruchika Gupta, Aryya Gangopadhyay, Yelena Yesha, Michael McAllister:
Target-based database synchronization. SAC 2010: 1643-1647
2000 – 2009
- 2009
- [j25]Madhu Ahluwalia, Aryya Gangopadhyay, Zhiyuan Chen:
Preserving Privacy in Mining Quantitative Associations Rules. Int. J. Inf. Secur. Priv. 3(4): 1-17 (2009) - [c9]Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay:
Temporal Neighborhood Discovery Using Markov Models. ICDM 2009: 110-119 - [c8]Pimwadee Chaovalit, Aryya Gangopadhyay:
A method for clustering transient data streams. SAC 2009: 1518-1519 - [c7]Seyed H. Mohammadi, Vandana Pursnani Janeja, Aryya Gangopadhyay:
Discretized Spatio-Temporal Scan Window. SDM 2009: 1197-1208 - 2008
- [j24]Shibnath Mukherjee, Madhushri Banerjee, Zhiyuan Chen, Aryya Gangopadhyay:
A privacy preserving technique for distance-based classification with worst case privacy guarantees. Data Knowl. Eng. 66(2): 264-288 (2008) - [j23]Stephen Russell, Aryya Gangopadhyay, Victoria Y. Yoon:
Assisting decision making in the event-driven enterprise using wavelets. Decis. Support Syst. 46(1): 14-28 (2008) - [j22]