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Yelena Yesha
Professor 

Primary Role:Principal Faculty

Department: CSEE
E-mail:

Biography: Yelena Yesha is a tenured Professor at the Department of Computer Science and Electrical Engineering at the University of Maryland, Baltimore County. She is also the Director of the National Science Foundation I/UCRC Center for Hybrid Multicore Productivity Research. She received her B.Sc. degrees in Computer Science and in Applied Mathematics from York University, Toronto, Canada, in 1984 and her M.Sc. degree and Ph.D. degree in Computer Science from The Ohio State University in 1986 and 1989, respectively. She has published 14 books as an author or editor, and more than 200 papers in prestigious refereed journals and refereed conference proceedings, and has been awarded external funding in a total amount exceeding 40 million dollars. Dr. Yesha is a fellow of IBM Centre for Advanced Studies.

 

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79 Refereed Publications

2015

1. Yin Huang et al., "A database-based distributed computation architecture with Accumulo and D4M: An application of eigensolver for large sparse matrix", InProceedings, IEEE International Conference on Big Data, November 2015, 11 downloads.

2. Anuja Kench et al., "Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management", InProceedings, International Conference on Healthcare Informatics (ICHI), November 2015, 13 downloads.

3. Jay Gholap et al., "Collaborative data mining for clinical trial analytics", InProceedings, IEEE International Conference on Big Data Bioinformatics and Biomedicine (BIBM), November 2015, 13 downloads.

4. Yuanyuan Feng et al., "Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata", InProceedings, 2015 IEEE 5th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), November 2015, 20 downloads.

5. Akshay Grover et al., "SQL-like big data environments: Case study in clinical trial analytics", InProceedings, IEEE International Conference on Big Data, November 2015, 17 downloads.

6. Madhu Ahluwalia et al., "Target-Based, Privacy Preserving, and Incremental Association Rule Mining", Article, IEEE Transactions on Services Computing, November 2015, 18 downloads.

7. Michael A. Grasso et al., "Using big data to evaluate the association between periodontal disease and rheumatoid arthritis", InProceedings, AMIA Annual Symphosium, November 2015, 13 downloads.

8. Michael A. Grasso et al., "Validation of a Large Rheumatoid Arthritis Cohort and Preventive Health Screening", Article, Arthritis & Rheunatology, November 2015.

2014

9. Karuna Pande Joshi et al., "USM Community Cloud: VCL-based Academic Cloud", InProceedings, 2nd International IBM Cloud Academy Conference ICA CON 2014, Atlanta, May 2014, 512 downloads.

10. Karuna Pande Joshi et al., "Automating Cloud Services Lifecycle through Semantic technologies", Article, IEEE Transactions on Service Computing, January 2014, 864 downloads.

2013

11. Lushan Han et al., "Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy", Article, IEEE Transactions on Knowledge and Data Engineering (TKDE), June 2013, 1476 downloads.

12. Karuna Pande Joshi et al., "A policy-based cloud broker for the VCL platform", Article, International Journal of Cloud Computing, January 2013, 645 downloads.

2012

13. Michael A. Grasso et al., "Genetic information for chronic desease prediction", InProceedings, Bioinformatics and Biomedicine Workshops (BIBMW), November 2012.

14. Karuna Pande Joshi et al., "Workshop on Analytics for Big Data Generated by Healthcare and Personalized Medicine Domain", InProceedings, Conference of the Center for Advanced Studies on Collaborative Research (CASCOn 2012), November 2012.

15. Karuna Pande Joshi et al., "A Policy-based Approach to Smart Cloud Services", InProceedings, Proceedings of the Annual Service Research and Innovation Institute Global Conference, July 2012, 886 downloads.

16. Karuna Pande Joshi et al., "Policy based Cloud Services on a VCL platform", InProceedings, Proceedings of the first International IBM Cloud Academy Conference (ICA CON 2012), April 2012, 1358 downloads.

17. Ashwini Lahane et al., "Detection of Unsafe Action from Laparoscopic Cholecystectomy Video", InProceedings, Proceedings of ACM SIGHIT International Health Informatics Symposium, January 2012, 829 downloads.

18. Justin Martineau et al., "Sub-cellular Feature Detection and Automated Extraction of Collocalized Actin and Myosin Regions", InProceedings, Proceedings of ACM SIGHIT International Health Informatics Symposium, January 2012, 559 downloads.

2011

19. Karuna Pande Joshi et al., "Managing the Quality of Virtualized Services", InProceedings, Proceedings of the SRII Global Conference 2011, March 2011, 870 downloads.

2010

20. Curt Tilmes et al., "Tracking Provenance of Earth Science Data", Article, Earth Science Informatics, November 2010, 760 downloads.

21. Karuna Pande Joshi et al., "User-centric Smart Services on the Cloud", InBook, The Smart Internet, October 2010, 848 downloads.

22. David Chapman et al., "Scientific Services on the Cloud ", InBook, Handbook of Cloud Computing, September 2010, 670 downloads.

23. Karuna Pande Joshi et al., "Policy Driven Negotiations for Managing Virtualized Services on the Cloud", InProceedings, Proceedings of 19th Annual Frontiers in Service Conference, Sweden, June 2010, June 2010, 561 downloads.

24. Karuna Pande Joshi et al., " Integrated Lifecycle of IT Services in a Cloud Environment (Detailed paper)", InProceedings, In proceedings of The Third International Conference on the Virtual Computing Initiative (ICVCI 2009), April 2010, 1390 downloads.

25. Curt Tilmes et al., "Provenance Artifact Identification in the Atmospheric Composition Processing System (ACPS)", InProceedings, Proceedings of the 2nd Workshop on the Theory and Practice of Provenance, February 2010, 398 downloads.

2009

26. Michael A. Grasso et al., "Video Summarization of Laparoscopic Cholecystectomies", InProceedings, Proceedings of the AMIA 2009 Annual Symposium, November 2009, 1189 downloads.

27. Karuna Pande Joshi et al., "User-centric Smart Services", Proceedings, (Invited paper) in proceedings of CASCON 2009, November 2009, 1413 downloads.

28. Karuna Pande Joshi et al., "Quality metrics for Virtualized IT Services on the Cloud", InProceedings, Proceedings of 18th Annual Frontiers in Service Conference, Hawaii, 2009, October 2009.

29. Lushan Han et al., "Finding Semantic Web Ontology Terms from Words", InProceedings, Proceedings of the Eigth International Semantic Web Conference, October 2009, 1433 downloads.

30. Karuna Pande Joshi et al., "Integrated Lifecycle of IT Services in a Cloud Environment (extended abstract)", InProceedings, In proceedings of The Third International Conference on the Virtual Computing Initiative (ICVCI 2009), October 2009, 1361 downloads.

31. Lushan Han et al., "Data Integration for E-Science Using Correlated Concepts", InProceedings, Microsoft eScience Workshop 2009, September 2009.

32. Milton Halem et al., "Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite", Article, IEEE Geoscience and Remote Sensing Symposium, 2008., February 2009.

33. Milton Halem et al., "Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies", Article, IEEE Transactions on Geoscience and Remote Sensing, January 2009.

2008

34. Onkar Walavalkar et al., "Streaming Knowledge Bases", InProceedings, Proceedings of the Fourth International Workshop on Scalable Semantic Web knowledge Base Systems, October 2008, 2561 downloads.

35. Pranam Kolari et al., "Expert Search using Internal Corporate Blogs", InProceedings, Workshop on Future Challenges in Expertise Retrieval, SIGIR 2008, July 2008, 1646 downloads.

36. Amit Karandikar et al., "Second Space: A Generative Model For The Blogosphere", InProceedings, Proceedings of the International Conference on Weblogs and Social Media (ICWSM 2008), March 2008, 3235 downloads.

2007

37. Milton Halem et al., "SOAR: A System for the Analysis of Atmospheric Radiances", InProceedings, EOS Transactions, December 2007.

38. Sheetal Agarwal et al., "A Pervasive Computing System for the Operating Room of the Future", Article, Mobile Networks and Applications, August 2007, 2607 downloads.

39. Patti Ordonez et al., "A Ubiquitous Context-Aware Environment for Surgical Training", InProceedings, Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems, August 2007, 1580 downloads.

40. Milton Halem et al., " A Web Service Tool (SOAR) for the Dynamic Generation of L1 Grids of Coincident AIRS, AMSU and MODIS Satellite Sounding Radiance Data for Climate Studies ", Article, EOS Transactions, June 2007.

41. Anand Patwardhan et al., "Threshold-based Intrusion Detection in Ad Hoc Networks and Secure AODV", Article, Ad Hoc Networks Journal (ADHOCNET), May 2007, 2315 downloads.

42. Pranam Kolari et al., "On the Structure, Properties and Utility of Internal Corporate Blogs", InProceedings, Proceedings of the International Conference on Weblogs and Social Media (ICWSM 2007), March 2007, 11910 downloads.

43. Milton Halem et al., "Sensor Web Design Studies for Realtime Dynamic Congestion Pricing", Proceedings, PerTrans07, March 2007, 2710 downloads.

2006

44. Pranam Kolari et al., "Monitoring Conversations on the Blogosphere: An Enterprise Perspective", InProceedings, CASCON 2006 Exhibit Program, October 2006.

45. Anand Patwardhan et al., "A Data Intensive Reputation Management Scheme for Vehicular Ad Hoc Networks", InProceedings, Second International Workshop on Vehicle-to-Vehicle Communications, Third Annual International Conference on Mobile and Ubiquitous Systems: Networking & Services, July 2006, 2567 downloads.

46. Anand Patwardhan et al., "Querying in Packs: Trustworthy Data Management in Ad Hoc Networks", Article, International Journal of Wireless Information Networks, June 2006, 2816 downloads.

47. Pranam Kolari et al., "Policy Management of Enterprise Systems: A Requirements Study", InProceedings, Proceedings of the IEEE Workshop on Policies for Distributed Systems and Networks, June 2006, 4411 downloads.

48. Dipanjan Chakraborty et al., "Integrating service discovery with routing and session management for ad-hoc networks", Article, Ad Hoc Networks, March 2006.

49. Dipanjan Chakraborty et al., "Toward Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing , February 2006, 1766 downloads.

2005

50. Anand Patwardhan et al., "Active Collaborations for Trustworthy Data Management in Ad Hoc Networks", InProceedings, Proceedings of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, November 2005, 2490 downloads.

51. Filip Perich et al., "Collaborative Joins in a Pervasive Computing Environment", Article, VLDB Journal, April 2005, 2966 downloads.

52. Li Ding et al., "On Homeland Security and the Semantic Web: A Provenance and Trust Aware Inference Framework", InProceedings, Proceedings of the AAAI SPring Symposium on AI Technologies for Homeland Security, March 2005, 3191 downloads.

53. Dipanjan Chakraborty et al., "Service Composition for Mobile Environments", Article, Journal on Mobile Networking and Applications, Special Issue on Mobile Services, January 2005, 3231 downloads.

2004

54. Olga Streltchenko et al., "Multi-agent simulation of financial markets", InBook, Formal Modeling in Electronic Commerce: Representation, Inference, and Strategic Interaction, December 2004, 2380 downloads.

55. Filip Perich et al., "In Reputation We Believe: Query Processing in Mobile Ad-Hoc Networks", InProceedings, International Conference on Mobile and Ubiquitous Systems: Networking and Services, August 2004, 3317 downloads.

56. Dipanjan Chakraborty et al., "Towards Distributed Service Discovery in Pervasive Computing Environments", Article, IEEE Transactions on Mobile Computing, July 2004, 2759 downloads.

57. Filip Perich et al., "On Data Management in Pervasive Computing Environments", Article, IEEE Transactions on Knowledge and Data Engineering, May 2004, 4527 downloads.

58. Dipanjan Chakraborty et al., "A Distributed Service Composition Protocol for Pervasive Environments", Proceedings, Wireless Communcations and Networking Conference (WCNC), March 2004, 2520 downloads.

59. Dipanjan Chakraborty et al., "Integrating Service Discovery with Routing and Session Management for Ad hoc Networks", Article, Ad Hoc Networks Journal by Elsevier Science, March 2004, 2887 downloads.

60. Dipanjan Chakraborty et al., "A Queueing Theoretic Model for Service Discovery in Ad-hoc Networks", InProceedings, Communication Networks and Distributed Systems Modeling and Simulation Conference (CNDS), January 2004, 2327 downloads.

2003

61. Olga Vladi Ratsimor et al., "Service Discovery in Agent-based in Pervasive Computing Environments", Article, Journal on Mobile Networking and Applications, November 2003, 2383 downloads.

62. Olga Vladi Ratsimor et al., "eNcentive: A Framework for Intelligent Marketing in Mobile Peer-To-Peer Environments", InProceedings, The 5th International Conference on Electronic Commerce (ICEC 2003), October 2003, 5073 downloads.

63. Filip Perich et al., "Neighborhood-Consistent Transaction Management for Pervasive Computing Environments", InProceedings, 14th International Conference on Database and Expert Systems Applications (DEXA 2003), September 2003, 3510 downloads.

64. Amit Choudhri et al., "PatientService : Electronic Patient Record Redaction and Delivery in Pervasive Environments", InProceedings, Fifth International Workshop on Enterprise Networking and Computing in Healthcare Industry (Healthcom 2003), June 2003, 517 downloads.

65. Sethuram Balaji Kodeswaran et al., "Using Peer-to-Peer Data Routing for Infrastructure-based Wireless Networks ", InProceedings, First IEEE International Conference on Pervasive Computing and Communications , March 2003, 2035 downloads.

66. Karuna Pande Joshi et al., "On Using a Warehouse to Analyze Web Logs", InCollection, Distributed and Parallel Databases, March 2003, 2028 downloads.

67. Sasikanth Avancha et al., "P2P M-Commerce in Pervasive Environments", Article, ACM SIGecom Exchanges, January 2003, 3928 downloads.

2002

68. Sasikanth Avancha et al., "On Experiments with a Transport Protocol for Pervasive Computing Environments", Article, Computer Networks, November 2002, 1962 downloads.

69. Olga Vladi Ratsimor et al., "Combining Infrastructure and Ad hoc Collaboration For Data Management in Mobile Wireless Networks", InProceedings, Workshop on Ad hoc Communications and Collaboration in Ubiquitous Computing Environments, November 2002, 2419 downloads.

70. Sethuram Balaji Kodeswaran et al., "Numi: A Framework for Collaborative Data Management in a Network of InfoStations", InProceedings, UMBC SRC, November 2002, 3755 downloads.

71. Lalana Kagal et al., "Centaurus : An Infrastructure for Service Management in Ubiquitous Computing", Article, ACM Wireless Networks Journal, November 2002, 1876 downloads.

72. Dipanjan Chakraborty et al., "A Reactive Service Composition Architecture for Pervasive Computing Environments", InProceedings, Seventh Personal Wireless Communications Conference (PWC 2002), October 2002, 3398 downloads.

73. Olga Vladi Ratsimor et al., "Allia: Alliance-based Service Discovery for Ad-Hoc Environments", InProceedings, ACM Mobile Commerce Workshop, September 2002, 2515 downloads.

74. Dipanjan Chakraborty et al., "GSD: A Novel Group-based Service Discovery Protocol for MANETs", InProceedings, 4th IEEE Conference on Mobile and Wireless Communications Networks (MWCN), September 2002, 3170 downloads.

75. Dipanjan Chakraborty et al., "Middleware for Mobile Information Access", InProceedings, 5th International Workshop on Mobility in Databases and Distributed Systems (MDDS 2002), September 2002, 3119 downloads.

76. Filip Perich et al., "Profile Driven Data Management for Pervasive Environments", InProceedings, 13th International Conference on Database and Expert Systems Applications (DEXA 2002), September 2002, 3959 downloads.

2001

77. Olga Vladi Ratsimor et al., "Agents2Go: An Infrastructure for Location-Dependent Service Discovery in the Mobile Electronic Commerce Environment", InProceedings, ACM Mobile Commerce Workshop, July 2001, 4165 downloads.

1999

78. Anupam Joshi et al., "Agents, Mobility, and M-services: Creating the Next Generation Applications and Infrastructure on Mobile Ad-Hoc Networks", InBook, Developing an Infrastructure for Mobile and Wireless Systems, November 1999, 21 downloads.

79. Karuna Pande Joshi et al., "Warehousing and Mining Web Logs", InProceedings, Workshop on Web Information and Data Management, 1999 ACM Conference on Information and Knowledge Management (CIKM'99), November 1999, 2683 downloads.

15 Non-Refereed Publications

2011

1. Karuna Pande Joshi et al., "A Semantic Approach to Automate Service Management in the Cloud ", TechReport, UMBC Tech report TR-CS-11-02, June 2011, 580 downloads.

2. Lushan Han et al., "Improving Word Similarity by Augmenting PMI with Estimates of Word Polysemy", TechReport, University of Maryland, Baltimore County, June 2011.

2009

3. Karuna Pande Joshi et al., "A Framework for Relating Frontstage and Backstage Quality in Virtualized Services ", TechReport, TR-CS-09-01, May 2009, 1116 downloads.

4. Lushan Han et al., "Finding Appropriate Semantic Web Ontology Terms from Words", TechReport, , May 2009, 1556 downloads.

2006

5. Sheetal Agarwal et al., "A Pervasive Computing System for the Operating Room of the Future", TechReport, University of Maryland, Baltimore County, September 2006, 3146 downloads.

6. Sheetal Agarwal et al., "Context-Aware System to Create Electronic Medical Records", TechReport, , July 2006, 2418 downloads.

7. Pranam Kolari et al., "Policy Management of Enterprise Systems: A Requirements Study", TechReport, TR-CS-06-02 , March 2006, 1794 downloads.

2003

8. Filip Perich et al., "Collaborative Joins in a Pervasive Computing Environment", TechReport, University of Maryland, Baltimore County, August 2003, 3345 downloads.

9. Dipanjan Chakraborty et al., "Towards Distributed Service Discovery in Pervasive Computing Environments", TechReport, Submitted to IEEE TMC Technical Report TR-CS-03-26, June 2003, 2563 downloads.

2002

10. Sethuram Balaji Kodeswaran et al., "Numi: A Framework for Collaborative Data Management in a Network of InfoStations", TechReport, University of Maryland, Baltimore County, November 2002, 367 downloads.

11. Lalana Kagal et al., "Vigil: Providing Trust for Enhanced Security in Pervasive Systems", TechReport, University of Maryland, Baltimore County, August 2002, 4328 downloads.

12. Dipanjan Chakraborty et al., "A Reactive Service Composition Architecture for Pervasive Computing Environments", TechReport, University of Maryland, Baltimore County, March 2002, 3401 downloads.

13. Dipanjan Chakraborty et al., "Middleware for Mobile Information Systems", TechReport, University of Maryland, Baltimore County, March 2002, 2993 downloads.

2001

14. Filip Perich et al., "Query Routing and Processing in Mobile Ad-Hoc Environments", TechReport, University of Maryland, Baltimore County, November 2001, 3951 downloads.

1999

15. Lalana Kagal et al., "A Highly Adaptable Infrastructure for Service Discovery and Management in Ubiquitous Computing", TechReport, Technical Report, TR CS-01-06, November 1999.

 

Yelena Yesha is associated with 1 project:  Hide the list...

Active Project

 Semantic Cloud Services Framework, Principal Faculty.