Yelena Yesha

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 43

Top Venues

IEEE BigData

CoRR

IEEE Trans. Serv. Comput.

Digit. Gov. Res. Pract.

Publications

Yusen Wu, Ye Hu, Mingzhe Chen, Yelena Yesha, Mérouane Debbah
Blockchains for Internet of Things: Fundamentals, Applications, and Challenges. CoRR (2024)
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)
Hao Chen, Yusen Wu, Phuong Nguyen, Chao Liu, Yelena Yesha
Soft Merging: A Flexible and Robust Soft Model Merging Approach for Enhanced Neural Network Performance. CoRR (2023)
Jamie Deng, Yusen Wu, Hilary Hayssen, Brain Englum, Aman Kankaria, Minerva Mayorga-Carlin, Shalini Sahoo, John Sorkin, Brajesh Lal, Yelena Yesha, Phuong Nguyen
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports. BIBM (2023)
Yusen Wu, Jamie Deng, Hao Chen, Phuong Nguyen, Yelena Yesha
Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications. CoRR (2023)
Laura Elisabeth Gressler, Terrie Cowley, Marti Velezis, Suvekshya Aryal, Deanne Clare, John W. Kusiak, Allen W. Cowley, Art Sedrakyan, Danica Marinac-Dabic, Michelle Reardon, Lisa Schmidt, Jennifer Ginsburg Feldman, Vincent Difabio, Suzie Bergman, Vahan Simonyan, Yelena Yesha, Ingrid Vasiliu-Feltes, Justin Durham, Andrew I. Steen, Phillip Woods, Flavia P. Kapos, Nilsa Loyo-Berrios
Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders. Frontiers Digit. Health 5 (2023)
Jamie Deng, Yusen Wu, Hilary Hayssen, Brain Englum, Aman Kankaria, Minerva Mayorga-Carlin, Shalini Sahoo, John Sorkin, Brajesh Lal, Yelena Yesha, Phuong Nguyen
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports. CoRR (2023)
Yusen Wu, Chao Liu, Lawrence Sebald, Phuong Nguyen, Yelena Yesha
Apply Trust Computing and Privacy Preserving Smart Contracts to Manage, Share, and Analyze Multi-site Clinical Trial Data. DBB (2022)
Jerry Bonnell, Mitsunori Ogihara, Yelena Yesha, Irena Bojanova
Challenges and Issues in Data Science Education. Computer 55 (2) (2022)
Yusen Wu, Jinghui Liao, Phuong Nguyen, Weisong Shi, Yelena Yesha
Bring Trust to Edge: Secure and Decentralized IoT Framework with BFT and Permissioned Blockchain. EDGE (2022)
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)
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)
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)
Yusen Wu, Hao Chen, Xin Wang, Chao Liu, Phuong Nguyen, Yelena Yesha
Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning. IEEE BigData (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)
Yusen Wu, Hao Chen, Xin Wang, Chao Liu, Phuong Nguyen, Yelena Yesha
Tolerating Adversarial Attacks and Byzantine Faults in Distributed Machine Learning. CoRR (2021)
Vandana P. Janeja, Josephine M. Namayanja, Yelena Yesha, Anuja Kench, Vasundhara Misal
Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis. Int. J. Data Warehous. Min. 16 (4) (2020)
Phuong Nguyen, David Chapman, Sumeet Menon, Michael Morris, Yelena Yesha
Active semi-supervised expectation maximization learning for lung cancer detection from Computerized Tomography (CT) images with minimally label training data. Medical Imaging: Computer-Aided Diagnosis (2020)
Sisi Duan, Chao Liu, Xin Wang, Yusen Wu, Shuai Xu, Yelena Yesha, Haibin Zhang
Intrusion-Tolerant and Confidentiality-Preserving Publish/Subscribe Messaging. SRDS (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)
James R. Clavin, Sisi Duan, Haibin Zhang, Vandana P. Janeja, Karuna P. Joshi, Yelena Yesha, Lucy C. Erickson, Justin D. Li
Blockchains for Government: Use Cases and Challenges. Digit. Gov. Res. Pract. 1 (3) (2020)
Yelena Yesha
Keynote: Using Blockchain to Empower Digital Government. DG.O (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)
Sumeet Menon, David R. Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris, Babak Saboury
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening. CoRR (2020)
Alex Kaplunovich, Yelena Yesha
Automatic Tuning of Hyperparameters for Neural Networks in Serverless Cloud. IEEE BigData (2020)
Alex Kaplunovich, Yelena Yesha
Refactoring of Neural Network Models for Hyperparameter Optimization in Serverless Cloud. ICSE (Workshops) (2020)
Alex Kaplunovich, Karuna P. Joshi, Yelena Yesha
Scalability Analysis of Blockchain on a Serverless Cloud. IEEE BigData (2019)
Isaac Mativo, Yelena Yesha, Michael A. Grasso, Tim Oates, Qian Zhu
Hybrid Mortality Prediction using Multiple Source Systems. CoRR (2019)
Aryya Gangopadhyay, Iyanuoluwa Emmanuel Odebode, Yelena Yesha
A Domain Adaptation Technique for Deep Learning in Cybersecurity. OTM Workshops (2019)
Vandana P. Janeja, Jay Gholap, Prathamesh Walkikar, Yelena Yesha, Naphtali Rishe, Michael A. Grasso
Collaborative data mining for clinical trial analytics. Intell. Data Anal. 22 (3) (2018)
Alex Kaplunovich, Yelena Yesha
Consolidating billions of Taxi rides with AWS EMR and Spark in the Cloud : Tuning, Analytics and Best Practices. IEEE BigData (2018)
Madhu Ahluwalia, Aryya Gangopadhyay, Zhiyuan Chen, Yelena Yesha
Target-Based, Privacy Preserving, and Incremental Association Rule Mining. IEEE Trans. Serv. Comput. 10 (4) (2017)
Alex Kaplunovich, Yelena Yesha
Cloud big data decision support system for machine learning on AWS: Analytics of analytics. IEEE BigData (2017)
Vasundhara Misal, Vandana P. Janeja, Sai C. Pallaprolu, Yelena Yesha, Raghu Chintalapati
Iterative unified clustering in big data. IEEE BigData (2016)
Yin Huang, Yelena Yesha, Milton Halem, Yaacov Yesha, Shujia Zhou
YinMem: A distributed parallel indexed in-memory computation system for large scale data analytics. IEEE BigData (2016)
Akshay Grover, Jay Gholap, Vandana P. Janeja, Yelena Yesha, Raghu Chintalapati, Harsh Marwaha, Kunal Modi
SQL-like big data environments: Case study in clinical trial analytics. IEEE BigData (2015)
Michael A. Grasso, Angela C. Comer, Dana DiRenzo, Yelena Yesha, Naphtali Rishe
Using Big Data to Evaluate the Association between Periodontal Disease and Rheumatoid Arthritis. AMIA (2015)
Jay Gholap, Vandana P. Janeja, Yelena Yesha
Unified framework for clinical data analytics (U-CDA). IEEE BigData (2015)
Yuanyuan Feng, Vandana Pursnani Janeja, Yelena Yesha, Naphtali Rishe, Michael A. Grasso, Amanda Niskar
Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata. ICCABS (2015)
Jay Gholap, Vandana P. Janeja, Yelena Yesha, Raghu Chintalapati, Harsh Marwaha, Kunal Modi
Collaborative data mining for clinical trial analytics. BIBM (2015)
Yin Huang, Yelena Yesha, Shujia Zhou
A database-based distributed computation architecture with Accumulo and D4M: An application of eigensolver for large sparse matrix. IEEE BigData (2015)
Anuja Kench, Vandana P. Janeja, Yelena Yesha, Naphtali Rishe, Michael A. Grasso, Amanda Niskar
Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management. ICHI (2015)
Anuja Kench, Vandana P. Janeja, Amanda Niskar, Yelena Yesha, Naphtali Rishe
Clinico-genomic Decision Support System for Precision Diagnostics and Management. AMIA (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)
Karuna P. Joshi, Yelena Yesha, Tim Finin
Automating Cloud Services Life Cycle through Semantic Technologies. IEEE Trans. Serv. Comput. 7 (1) (2014)
Yelena Yesha, Vandana Pursnani Janeja, Naphtali Rishe, Yaacov Yesha
Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics. ICHI (2014)
Yin Huang, Han Dong, Yelena Yesha, Shujia Zhou
A Scalable System for Community Discovery in Twitter During Hurricane Sandy. CCGRID (2014)
Yun Lu, Mingjin Zhang, Shonda Witherspoon, Yelena Yesha, Yaacov Yesha, Naphtali Rishe
SksOpen: Efficient Indexing, Querying, and Visualization of Geo-spatial Big Data. ICMLA (2) (2013)
Huibo Wang, Yun Lu, Yudong Guang, Erik Edrosa, Mingjin Zhang, Raul Camarca, Yelena Yesha, Tajana Lucic, Naphtali Rishe
Epidemiological Data Analysis in TerraFly Geo-spatial Cloud. ICMLA (2) (2013)
Karuna P. Joshi, Yelena Yesha, Tim Finin, Yaacov Yesha
A policy-based cloud broker for the VCL platform. Int. J. Cloud Comput. 2 (2/3) (2013)
Lushan Han, Tim Finin, Paul McNamee, Anupam Joshi, Yelena Yesha
Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy. IEEE Trans. Knowl. Data Eng. 25 (6) (2013)
Shujia Zhou, Yelena Yesha, Milton Halem
Special Issue: Exploring the frontiers of computing science and technology: efficiently utilizing multicore and many-core processors. Concurr. Comput. Pract. Exp. 24 (2) (2012)
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)
Karuna P. Joshi, Yelena Yesha
Workshop on Analytics for Big Data Generated by Healthcare and Personalized Medicine Domain. CASCON (2012)
Aryya Gangopadhyay, Song Chen, Yelena Yesha
Detecting Healthcare Fraud through Patient Sharing Schemes. ICISTM (2012)
Aryya Gangopadhyay, Matthew Molek, Yelena Yesha, Mary Brady, Yaacov Yesha
A Methodology for Ontology Evaluation Using Topic Models. INCoS (2012)
Ashwini Lahane, Yelena Yesha, Michael A. Grasso, Anupam Joshi, Adrian Park, Jimmy Lo
Detection of unsafe action from laparoscopic cholecystectomy video. IHI (2012)
Justin Martineau, Ronil Mokashi, David Chapman, Michael A. Grasso, Mary Brady, Yelena Yesha, Yaacov Yesha, Antonio Cardone, Alden Dima
Sub-cellular feature detection and automated extraction of collocalized actin and myosin regions. IHI (2012)
Michael A. Grasso, Darshana Dalvi, Soma Das, Matthew Gately, Vlad Korolev, Yelena Yesha
Genetic information for chronic disease prediction. BIBM Workshops (2011)
Mark H. Chignell, James R. Cordy, Joanna W. Ng, Yelena Yesha
Second Symposium on the Personal Web. CASCON (2011)
Madhu Ahluwalia, Aryya Gangopadhyay, Zhiyuan Chen, Yelena Yesha
Target-based privacy preserving association rule mining. SAC (2011)
Curt Tilmes, Yelena Yesha, Milton Halem
Distinguishing Provenance Equivalence of Earth Science Data. ICCS (2011)
Curt Tilmes, Yelena Yesha, Milton Halem
Tracking provenance of earth science data. Earth Sci. Informatics 3 (1-2) (2010)
Michael A. Grasso, Ronil Mokashi, Darshana Dalvi, Antonio Cardone, Alden Dima, Kiran Bhadriraju, Anne L. Plant, Mary Brady, Yaacov Yesha, Yelena Yesha
Image classification of vascular smooth muscle cells. IHI (2010)
Mark H. Chignell, Yelena Yesha, Jimmy Lo
New methods for clinical decision support in hospitals. CASCON (2010)
Mark H. Chignell, James R. Cordy, Joanna W. Ng, Yelena Yesha
First symposium on the Personal Web. CASCON (2010)
Madhu Ahluwalia, Ruchika Gupta, Aryya Gangopadhyay, Yelena Yesha, Michael McAllister
Target-based database synchronization. SAC (2010)
Curt Tilmes, Yelena Yesha, Milton Halem
Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS). TaPP (2010)
Fuesane Cheng, Yelena Yesha
COVER model pivot view indexing for efficient XML data management. CASCON (2010)
Mark H. Chignell, Yelena Yesha
Sensor-based support of clinical contexts in hospitals. CASCON (2009)
Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani M. Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic
Assured Information Sharing Life Cycle. ISI (2009)
Milton Halem, Neal Most, Curt Tilmes, Kevin Stewart, Yelena Yesha, David Chapman, Phuong Nguyen
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies. IEEE Trans. Geosci. Remote. Sens. 47 (1-1) (2009)
Shujia Zhou, Yelena Yesha, Milton Halem
Special Issue: Exploring the Frontiers of Computing Science and Technology: Adapting Emerging Multi- and Many-core Processors. Concurr. Comput. Pract. Exp. 21 (17) (2009)
Amit Karandikar, Akshay Java, Anupam Joshi, Tim Finin, Yaacov Yesha, Yelena Yesha
Second Space: A Generative Model for the Blogosphere. ICWSM (2008)
Anand Patwardhan, Jim Parker, Michaela Iorga, Anupam Joshi, Tom Karygiannis, Yelena Yesha
Threshold-based intrusion detection in ad hoc networks and secure AODV. Ad Hoc Networks 6 (4) (2008)
Milton Halem, Curt Tilmes, Yelena Yesha, David Chapman, Phuong Nguyen
Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite. IGARSS (4) (2008)
Milton Halem, Curt Tilmes, Yelena Yesha, Sharon Shen, Mitchell D. Goldberg, L. H. Zhou
Service Oriented Atmospheric Radiances (SOAR) - A Web Service Research Tool for the Gridding and Synthesis of Multi-Sensor Satellite Radiance Data for Weather and Climate Studies. WEBIST (1) (2007)
Sheetal K. Agarwal, Anupam Joshi, Timothy W. Finin, Yelena Yesha, Tim Ganous
A Pervasive Computing System for the Operating Room of the Future. Mob. Networks Appl. 12 (2-3) (2007)
Milton Halem, Anand Patwardhan, Sandor Dornbush, Michael S. Seablom, Yelena Yesha
Sensor Web Design Studies for Realtime Dynamic Congestion Pricing. PerCom Workshops (2007)
Patricia Ordóñez, Palanivel A. Kodeswaran, Vlad Korolev, Wenjia Li, Onkar Walavalkar, Ben Elgamil, Anupam Joshi, Tim Finin, Yelena Yesha, I. George
A Ubiquitous Context-Aware Environment for Surgical Training. MobiQuitous (2007)
Pranam Kolari, Tim Finin, Kelly A. Lyons, Yelena Yesha, Yaacov Yesha, Stephen G. Perelgut, Jen Hawkins
On the Structure, Properties and Utility of Internal Corporate Blogs. ICWSM (2007)
Anand Patwardhan, Filip Perich, Anupam Joshi, Tim Finin, Yelena Yesha
Networks. Int. J. Wirel. Inf. Networks 13 (4) (2006)
Yong Rao, Padmavathi Mundur, Yelena Yesha
Fuzzy SVM Ensembles for Relevance Feedback in Image Retrieval. CIVR (2006)
Padmavathi Mundur, Yong Rao, Yelena Yesha
Keyframe-based video summarization using Delaunay clustering. Int. J. Digit. Libr. 6 (2) (2006)
Anand Patwardhan, Anupam Joshi, Tim Finin, Yelena Yesha
A Data Intensive Reputation Management Scheme for Vehicular Ad Hoc Networks. MobiQuitous (2006)
Soon Ae Chun, Yelena Yesha, Nabil R. Adam, Vijay Atluri
Challenges in eGovernment technology transfer. DG.O (2006)
Pranam Kolari, Timothy W. Finin, Yelena Yesha, Kelly A. Lyons, Jen Hawkins, Stephen G. Perelgut
Policy Management of Enterprise Systems: A Requirements Study. POLICY (2006)
Avinash Shenoi, Yelena Yesha, Yaacov Yesha, Anupam Joshi
A framework for specification and performance evaluation of service discovery protocols in mobile ad-hoc networks. Ad Hoc Networks 4 (1) (2006)
Dipanjan Chakraborty, Anupam Joshi, Yelena Yesha
Integrating service discovery with routing and session management for ad-hoc networks. Ad Hoc Networks 4 (2) (2006)
Dipanjan Chakraborty, Anupam Joshi, Yelena Yesha, Timothy W. Finin
Toward Distributed Service Discovery in Pervasive Computing Environments. IEEE Trans. Mob. Comput. 5 (2) (2006)
Li Ding, Pranam Kolari, Tim Finin, Anupam Joshi, Yun Peng, Yelena Yesha
On Homeland Security and the Semantic Web: A Provenance and Trust Aware Inference Framework. AAAI Spring Symposium: AI Technologies for Homeland Security (2005)
Anand Patwardhan, Filip Perich, Anupam Joshi, Tim Finin, Yelena Yesha
Active collaborations for trustworthy data management in ad hoc networks. MASS (2005)
Alan J. King, Olga Streltchenko, Yelena Yesha
Using multi-agent simulation to understand trading dynamics of a derivatives market. Ann. Math. Artif. Intell. 44 (3) (2005)
Dipanjan Chakraborty, Anupam Joshi, Timothy W. Finin, Yelena Yesha
Service Composition for Mobile Environments. Mob. Networks Appl. 10 (4) (2005)
Filip Perich, Anupam Joshi, Yelena Yesha, Timothy W. Finin
Collaborative joins in a pervasive computing environment. VLDB J. 14 (2) (2005)
Dong-Ho Kim, Il Im, Vijayalakshmi Atluri, Michael Bieber, Nabil R. Adam, Yelena Yesha
A clickstream-based collaborative filtering personalization model: towards a better performance. WIDM (2004)
Olga Ratsimore, Dipanjan Chakraborty, Anupam Joshi, Timothy W. Finin, Yelena Yesha
Service Discovery in Agent-Based Pervasive Computing Environments. Mob. Networks Appl. 9 (6) (2004)
Dipanjan Chakraborty, Yelena Yesha, Anupam Joshi
A distributed service composition protocol for pervasive environments. WCNC (2004)
Yong Rao, Padmavathi Mundur, Yelena Yesha
Automatic video summarization for wireless and mobile environments. ICC (2004)
Filip Perich, Jeffrey Undercoffer, Lalana Kagal, Anupam Joshi, Timothy W. Finin, Yelena Yesha
In Reputation We Believe: Query Processing in Mobile Ad-Hoc Networks. MobiQuitous (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yelena Yesha