Work with Yelena Yesha | NotedSource
At the University of Miami, Dr. Yelena Yesha is the Knight
Foundation Endowed Chair of Data Science and AI at the
Frost Institute for Data Science and Computing (IDSC). At
IDSC, Dr. Yesha is also the Director for the Machine
Learning and AI program, as well as Innovation Officer and
Head of International Relations. In her Innovation role,
Dr. Yesha assists faculty in engaging government and
industrial partners to collaborate with the University and
consults with faculty on developing research ideas into
innovations. Dr. Yesha was the Founding Director of the
[National Science Foundation](https://www.nsf.gov/)
[Center for Accelerated Real Time
Analytics](https://carta.umbc.edu/) (CARTA), an NSF-funded
Industry/University Cooperative Research Center (I/UCRC)
that aims to develop long-term partnerships among
industry, academia, and government. CARTA partners with
Rutgers University New Brunswick, North Carolina State
University, the University of Maryland Baltimore County
(UMBC), Tel Aviv University, and the [University of
Miami](https://carta.miami.edu/
"https://carta.miami.edu/") Dr. Yesha received her B.Sc.
degrees in Computer Science and in Applied Mathematics
from [York University](https://www.yorku.ca/index.html),
Toronto, Canada, and her M.Sc. degree and Ph.D. degree in
Computer Science from [The Ohio State
University](https://www.osu.edu/). She has published 11
books as author or editor, and more than 200 papers in
prestigious refereed journals and refereed conference
proceedings, and she has been awarded external funding in
a total amount exceeding $65 million dollars. She is
currently working with leading industrial companies and
government agencies on new innovative technology in the
areas of blockchains, cybersecurity, and big data
analytics with applications to electronic commerce,
climate change, and digital healthcare. Dr. Yesha is a
fellow of the [IBM Centre for Advanced
Studies](https://casweb.59b0587b.public.multi-containers.ibm.com/ibm/cas/canada/)
Forbes magazine highlighted Dr. Yesha's accomplishments in
technology in a two-part profile: Part I: [Dr. Yelena
Yesha: Meet The Tenacious Pioneer Pushing Innovation To
Address Real World
Problems](https://www.forbes.com/sites/cognitiveworld/2018/12/12/dr-yelena-yesha-meet-the-tenacious-pioneer-pushing-innovation-to-address-real-world-problems/?sh=7b0374424e9a)
and Part II: [Dr. Yelena Yesha: Pushing Technology
Boundaries To Solve The World's Biggest
Problems](https://www.forbes.com/sites/cognitiveworld/2019/02/20/dr-yelena-yesha-pushing-technology-boundaries-to-solve-the-worlds-biggest-problems-part-ii/?sh=d537b0a224ab)
https://cv.notedsource.io/me/yelenayesha
Yelena Yesha
University of Maryland, Baltimore County
Miami, Florida, United States of
America
Research Expertise
Big data analytics
Library and Information Sciences
Software
Computer Networks and Communications
Electrical and Electronic Engineering
Information Systems
Hardware and Architecture
Computational Theory and Mathematics
Computer Science Applications
Applied Mathematics
Statistics and Probability
Information Systems and Management
Theoretical Computer Science
Computational Mathematics
Control and Optimization
Public Administration
Pharmaceutical Science
Management Information Systems
Health Informatics
Biomedical Engineering
Biomaterials
Artificial Intelligence
Surgery
Cardiology and Cardiovascular Medicine
Pharmacology
Molecular Medicine
Signal Processing
About
At the University of Miami, Dr. Yelena Yesha
is the Knight Foundation Endowed Chair of Data
Science and AI at the Frost Institute for Data
Science and Computing (IDSC). At IDSC, Dr.
Yesha is also the Director for the Machine
Learning and AI program, as well as Innovation
Officer and Head of International Relations.
In her Innovation role, Dr. Yesha assists
faculty in engaging government and industrial
partners to collaborate with the University
and consults with faculty on developing
research ideas into innovations. Dr. Yesha was
the Founding Director of the [National Science
Foundation](https://www.nsf.gov/) [Center for
Accelerated Real Time
Analytics](https://carta.umbc.edu/) (CARTA),
an NSF-funded Industry/University Cooperative
Research Center (I/UCRC) that aims to develop
long-term partnerships among industry,
academia, and government. CARTA partners with
Rutgers University New Brunswick, North
Carolina State University, the University of
Maryland Baltimore County (UMBC), Tel Aviv
University, and the [University of
Miami](https://carta.miami.edu/
"https://carta.miami.edu/") Dr. Yesha received
her B.Sc. degrees in Computer Science and in
Applied Mathematics from [York
University](https://www.yorku.ca/index.html),
Toronto, Canada, and her M.Sc. degree and
Ph.D. degree in Computer Science from [The
Ohio State University](https://www.osu.edu/).
She has published 11 books as author or
editor, and more than 200 papers in
prestigious refereed journals and refereed
conference proceedings, and she has been
awarded external funding in a total amount
exceeding $65 million dollars. She is
currently working with leading industrial
companies and government agencies on new
innovative technology in the areas of
blockchains, cybersecurity, and big data
analytics with applications to electronic
commerce, climate change, and digital
healthcare. Dr. Yesha is a fellow of the [IBM
Centre for Advanced
Studies](https://casweb.59b0587b.public.multi-containers.ibm.com/ibm/cas/canada/)
Forbes magazine highlighted Dr. Yesha's
accomplishments in technology in a two-part
profile: Part I: [Dr. Yelena Yesha: Meet The
Tenacious Pioneer Pushing Innovation To
Address Real World
Problems](https://www.forbes.com/sites/cognitiveworld/2018/12/12/dr-yelena-yesha-meet-the-tenacious-pioneer-pushing-innovation-to-address-real-world-problems/?sh=7b0374424e9a)
and Part II: [Dr. Yelena Yesha: Pushing
Technology Boundaries To Solve The World's
Biggest
Problems](https://www.forbes.com/sites/cognitiveworld/2019/02/20/dr-yelena-yesha-pushing-technology-boundaries-to-solve-the-worlds-biggest-problems-part-ii/?sh=d537b0a224ab)
Legacy Map
Full ViewPublications
Updating and Querying Databases that Track
Mobile Units
Mobile Data Management and
Applications
1999
Keyframe-based video summarization using
Delaunay clustering
International Journal on Digital
Libraries
2006
GSD: a novel group-based service discovery
protocol for MANETS
4th International Workshop on Mobile
and Wireless Communications
Network
Toward Distributed service discovery in
pervasive computing environments
IEEE Transactions on Mobile
Computing
2006
Electronic commerce: tutorial
ACM SIGMOD Record
1998
Medium access control protocols for
multimedia traffic in wireless networks
IEEE Network
1999
Service Composition for Mobile
Environments
Mobile Networks and Applications
2005
Relational transducers for electronic
commerce
Proceedings of the seventeenth ACM
SIGACT-SIGMOD-SIGART symposium on
Principles of database systems
1998
On data management in pervasive computing
environments
IEEE Transactions on Knowledge and Data
Engineering
2004
A Pervasive Computing System for the
Operating Room of the Future
Mobile Networks and Applications
2007
A Reactive Service Composition
Architecture for Pervasive Computing
Environments
Mobile and Wireless
Communications
2003
Electronic Commerce
Lecture Notes in Computer Science
1996
A Data Intensive Reputation Management
Scheme for Vehicular Ad Hoc Networks
2006 3rd Annual International
Conference on Mobile and Ubiquitous
Systems - Workshops
2006
Data Mining—Next Generation Challenges and
Future Directions edited by H. Kargupta,
A. Joshi, K. Sivakumar and Y. Yesha
Biometrics
2006
Policy Management of Enterprise Systems: A
Requirements Study
Seventh IEEE International Workshop on
Policies for Distributed Systems and
Networks (POLICY'06)
Globalizing business, education, culture
through the Internet
Communications of the ACM
1997
Automating Cloud Services Life Cycle
through Semantic Technologies
IEEE Transactions on Services
Computing
2014
Strategic directions in electronic
commerce and digital libraries
ACM Computing Surveys
1996
Improving Word Similarity by Augmenting
PMI with Estimates of Word Polysemy
IEEE Transactions on Knowledge and Data
Engineering
2013
A clickstream-based collaborative
filtering personalization model
Proceedings of the 6th annual ACM
international workshop on Web
information and data management
2004
Warehousing and mining Web logs
Proceedings of the 2nd international
workshop on Web information and data
management
1999
eNcentive
Proceedings of the 5th international
conference on Electronic commerce - ICEC
'03
2003
Algorithms for a Core and k-Tree Core of a
Tree
Journal of Algorithms
1993
Tracking Moving Objects Using Database
Technology in DOMINO
Next Generation Information
Technologies and Systems
1999
Threshold-based intrusion detection in ad
hoc networks and secure AODV
Ad Hoc Networks
2008
Modeling and Evaluating Trust Network
Inference
Unknown Venue
2005
Service Discovery in Agent-Based Pervasive
Computing Environments
Mobile Networks and Applications
2004
Profile Driven Data Management for
Pervasive Environments
Lecture Notes in Computer Science
2002
Blockchains for Government
Digital Government: Research and
Practice
2020
A distributed service composition protocol
for pervasive environments
2004 IEEE Wireless Communications and
Networking Conference (IEEE Cat.
No.04TH8733)
An analytic model of hierarchical mass
storage systems with network-attached
storage devices
ACM SIGMETRICS Performance Evaluation
Review
1996
A Ubiquitous Context-Aware Environment for
Surgical Training
2007 Fourth Annual International
Conference on Mobile and Ubiquitous
Systems: Networking & Services
(MobiQuitous)
2007
In reputation we believe: query processing
in mobile ad-hoc networks
The First Annual International
Conference on Mobile and Ubiquitous
Systems: Networking and Services, 2004.
MOBIQUITOUS 2004.
Integrating service discovery with routing
and session management for ad-hoc networks
Ad Hoc Networks
2006
Scientific Services on the Cloud
Handbook of Cloud Computing
2010
PatientService: electronic patient record
redaction and delivery in pervasive
environments
Proceedings. 18th IEEE International
Symposium on Defect and Fault Tolerance
in VLSI Systems
Modeling Moving Objects for Location Based
Services
Developing an Infrastructure for Mobile
and Wireless Systems
2002
Analytical performance modeling of
hierarchical mass storage systems
IEEE Transactions on Computers
1997
A Scalable System for Community Discovery
in Twitter During Hurricane Sandy
2014 14th IEEE/ACM International
Symposium on Cluster, Cloud and Grid
Computing
2014
A new token based distributed mutual
exclusion algorithm
Proceedings 1993 IEEE Workshop on
Advances in Parallel and Distributed
Systems
EDI through a distributed information
systems approach
Proceedings of the Thirty-First Hawaii
International Conference on System
Sciences
P2P M-commerce in pervasive environments
ACM SIGecom Exchanges
2002
Tracking provenance of earth science data
Earth Science Informatics
2010
Optimal allocation for partially
replicated database systems on ring
networks
IEEE Transactions on Knowledge and Data
Engineering
1994
Collaborative joins in a pervasive
computing environment
The VLDB Journal
2005
An analytic model of hierarchical mass
storage systems with network-attached
storage devices
Proceedings of the 1996 ACM SIGMETRICS
international conference on Measurement
and modeling of computer systems -
SIGMETRICS '96
1996
SQL-like big data environments: Case study
in clinical trial analytics
2015 IEEE International Conference on
Big Data (Big Data)
2015
Managing the Quality of Virtualized
Services
2011 Annual SRII Global
Conference
2011
The SIGIR 2008 workshop on future
challenges in expertise retrieval (fCHER)
ACM SIGIR Forum
2008
Neighborhood-Consistent Transaction
Management for Pervasive Computing
Environments
Lecture Notes in Computer Science
2003
Vigil: Providing Trust for Enhanced
Security in Pervasive Systems
Unknown Venue
2005
Querying in Packs: Trustworthy Data
Management in Ad Hoc Networks
International Journal of Wireless
Information Networks
2006
Fuzzy SVM Ensembles for Relevance Feedback
in Image Retrieval
Lecture Notes in Computer Science
2006
Active collaborations for trustworthy data
management in ad hoc networks
IEEE International Conference on Mobile
Adhoc and Sensor Systems Conference,
2005.
Multi-Agent Simulation of Financial
Markets
Formal Modelling in Electronic
Commerce
Constituent-centric municipal government
coalition portal
Proceedings of the 2006 national
conference on Digital government
research - dg.o '06
2006
An Approach to Dynamic Service Management
in Pervasive Computing Systems
Unknown Venue
2005
Managing Cloud Storage Obliviously
2016 IEEE 9th International Conference
on Cloud Computing (CLOUD)
2016
On temporal modeling in the context of
object databases
ACM SIGMOD Record
1993
Cloud big data decision support system for
machine learning on AWS: Analytics of
analytics
2017 IEEE International Conference on
Big Data (Big Data)
2017
Clinico-genomic Data Analytics for
Precision Diagnosis and Disease Management
2015 International Conference on
Healthcare Informatics
2015
Optimal allocation for partially
replicated database systems on tree-based
networks
Eleventh Annual International Phoenix
Conference on Computers and
Communication [1992 Conference
Proceedings]
1992
Generating Realistic COVID-19 x-rays with
a Mean Teacher + Transfer Learning GAN
2020 IEEE International Conference on
Big Data (Big Data)
2020
Target-Based, Privacy Preserving, and
Incremental Association Rule Mining
IEEE Transactions on Services
Computing
2017
Integrating domain knowledge in supervised
machine learning to assess the risk of
breast cancer
International Journal of Medical
Engineering and Informatics
2014
Using multi-agent simulation to understand
trading dynamics of a derivatives market
Annals of Mathematics and Artificial
Intelligence
2005
Middleware for mobile information access
Proceedings. 13th International
Workshop on Database and Expert Systems
Applications
An approximate performance model of a
Unitree mass storage system
Proceedings of IEEE 14th Symposium on
Mass Storage Systems
Extensions to the C programming language
for enhanced fault detection
Software: Practice and Experience
1993
Digital Library Task Force
Computer
1996
In Reputation We Believe: Query Processing
in Mobile Ad-Hoc Networks
Unknown Venue
2005
Systematic review of venous
thromboembolism risk categories derived
from Caprini score
Journal of Vascular Surgery: Venous and
Lymphatic Disorders
2022
Introduction to Enabling Technologies for
Wireless E-Business
Enabling Technologies for Wireless
E-Business
2006
Digital Libraries Current Issues
Lecture Notes in Computer Science
1995
Intrusion-Tolerant and
Confidentiality-Preserving
Publish/Subscribe Messaging
2020 International Symposium on
Reliable Distributed Systems
(SRDS)
2020
SksOpen: Efficient Indexing, Querying, and
Visualization of Geo-spatial Big Data
2013 12th International Conference on
Machine Learning and Applications
2013
Target-based database synchronization
Proceedings of the 2010 ACM Symposium
on Applied Computing
2010
Assured Information Sharing Life Cycle
2009 IEEE International Conference on
Intelligence and Security
Informatics
2009
Using peer-to-peer data routing for
infrastructure-based wireless networks
Proceedings of the First IEEE
International Conference on Pervasive
Computing and Communications, 2003.
(PerCom 2003).
Allia
Proceedings of the 2nd international
workshop on Mobile commerce
2002
On experiments with a transport protocol
for pervasive computing environments
Computer Networks
2002
Evolving databases: an application to
electronic commerce
Proceedings of the 1997 International
Database Engineering and Applications
Symposium (Cat. No.97TB100166)
The Smart Internet
Lecture Notes in Computer Science
2010
Towards a theory of cost management for
digital libraries and electronic commerce
ACM Transactions on Database
Systems
1998
Scalability Analysis of Blockchain on a
Serverless Cloud
2019 IEEE International Conference on
Big Data (Big Data)
2019
Personalized Decision Support System to
Enhance Evidence Based Medicine through
Big Data Analytics
2014 IEEE International Conference on
Healthcare Informatics
2014
Metabolic profiling in personalized
medicine: bridging the gap between
knowledge and clinical practice in Type 2
diabetes
Personalized Medicine
2011
Distinguishing Provenance Equivalence of
Earth Science Data
Procedia Computer Science
2011
A polynomial algorithm for computation of
the probability of conflicts in a database
under arbitrary data access distribution
Information Processing Letters
1988
Automatic Tuning of Hyperparameters for
Neural Networks in Serverless Cloud
2020 IEEE International Conference on
Big Data (Big Data)
2020
Consolidating billions of Taxi rides with
AWS EMR and Spark in the Cloud : Tuning,
Analytics and Best Practices
2018 IEEE International Conference on
Big Data (Big Data)
2018
YinMem: A distributed parallel indexed
in-memory computation system for large
scale data analytics
2016 IEEE International Conference on
Big Data (Big Data)
2016
Detection of unsafe action from
laparoscopic cholecystectomy video
Proceedings of the 2nd ACM SIGHIT
International Health Informatics
Symposium
2012
Private Valuation of Contingent Claims in
a Discrete Time/State Model
Handbook of Portfolio
Construction
2010
Education
York University
BS, Applied Mathematics, Computer Science / June, 1984
Toronto, Ontario, Canada
The Ohio State University
Master of Science, Computer Science / June, 1986
Columbus, Ohio, United States of
America
The Ohio State University
Ph.D., Computer Science / June, 1989
Columbus, Ohio, United States of
America
Links & Social Media
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