Research Publications

Recent Publications

S. Chau, C. Rojas, J. G. Jetcheva, M. Markart, S. Vijayakumar, S. Yuan, V. Stowbunenko, A. N. Shelton, W. B. Andreopoulos. Comparison between ribosomal assembly and machine learning tools for microbial identification of organisms with different characteristics. Submitted for publication.

G. Chaphekar and J.G.Jetcheva. HealthLies: Dataset and Machine Learning Models for Detecting Fake Health News. Proceedings of IEEE Big Data Service (BDS), 8th Annual IEEE Conference on Big Data Services and Machine Learning Applications, August 2022. Best Application Paper Award. 

S. Vijayakumar and J.G.Jetcheva. SMARTREC: A Conversational Recommendation System Using Semantic Knowledge Graphs. Proceedings of IEEE Big Data Service (BDS), 8th Annual IEEE Conference on Big Data Services and Machine Learning Applications, August 2022. 

S. Palanikumar and J. G. Jetcheva. Phishing Detection for Chabots: Do traditional machine learning approaches rely on the wrong features? Poster presentation at Silicon Valley Cybersecurity Conference, December 2021.

Research publications prior to 2020

R. Srinivasan, J. G. Jetcheva and A. Chander.  Last Mile End-User Programmers: Programming Exposure, Influences, and Preferences in the General Population. Proceedings of ACM International Conference on Software Engineering (ICSE) 2017, Buenos Aires, Argentina, May 24-28, 2017. Poster and short paper.

C. Chen, Y. Okubo, J. G. Jetcheva and A. Chander.  The Art of Being an Imperfect Chatbot. (Technical Report)

M. Kazerooni and J. G. Jetcheva.  Micro-Flex: A Flexible VPP Resource Selection Framework based on Micro Balancing Events.  Proceedings of the IEEE Power Engineering Society General Meeting, Boston, MA, July 2016.

J. G. Jetcheva, M. Majidpour, and W. Chen.  Neural Network Model Ensembles for Building-Level Electricity Load Forecasting.  Elsevier Journal on Energy and Buildings. Vol. 84, pp. 214-223, December 2014.

R. Berthier, D. Urbina, A. Cardenas, M. Guerrero, U. Herberg, J. G. Jetcheva, D. Mashima, J. Huh, and R. Bobba.  On the Practicality of Detecting Anomalies with Encrypted Traffic in AMI.  Proceedings of the IEEE Conference on Smart Grid Communications (SmartGridComm), Venice, Italy, Nov. 3-6, 2014.  Best Paper Award.

U. Herberg, D. Mashima, J. G. Jetcheva, and S. Mirzazad-Barijough.  OpenADR 2.0 Deployment Architectures: Options and Implications.  Proceedings of the IEEE Conference on Smart Grid Communications (SmartGridComm), Venice, Italy, Nov. 3-6, 2014.

A. Cardenas, R. Berthier, R. Bobba, J. Huh, J. G. Jetcheva, D. Grochocki, and William Sanders. A Framework for Evaluating Intrusion Detection Architectures in Advanced Metering Infrastructures.  IEEE Transactions on Smart Grid, Vol. 5, Issue 2, pp. 906-915, March 2014.

R. Berthier, J. G. Jetcheva, D. Mashima, J. Huh, D. Grochocki, R. Bobba, A. Cardenas, and W. H. Sanders.  Reconciling Security Protection and Monitoring Requirements in Advanced Metering Infrastructures.  Proceedings of the IEEE International Conference on Smart Grid Communications (SmartGridComm), Vancouver, Canada, Oct. 21-24, 2013.

S. Subbayya, J. G. Jetcheva, and W. Chen.  Model Selection for Short-Term Microgrid-Scale Electricity Load Forecasts.  Proceedings of the Fourth IEEE PES Conference on Innovative Smart Grid Technologies (ISGT), Washington, D.C., February 2013.

D. Grochocki, J. Huh, R. Berthier, R. Bobba, A. Cardenas, J. G. Jetcheva, and W. Sanders.  AMI Threats, Intrusion Detection Requirements and Deployment Recommendations. Proceedings of the Third IEEE International Conference on Smart Grid Communications (SmartGridComm), Tainan City, Taiwan, November 2012.

J. G. Jetcheva, D. Popa, M. G. Stuber, and H. Van Wyk. The Need for Efficient Reliable Multicast in Smart Grid Networks.  Internet Architecture Board Workshop on Interconnecting Smart Objects with the Internet, Prague, Czech Republic, March 2011.

J. G. Jetcheva and D. B. Johnson.  Routing Characteristics of Ad Hoc Networks with Unidirectional Links.  Elsevier Journal of Ad Hoc Networks. Vol. 4, Issue 3, pp. 303-325, May 2006.

J. G. Jetcheva and D. B. Johnson.  Multicast Routing in Ad Hoc Networks with Unidirectional Links.  Technical Report CMU-CS-04-175, Computer Science Department, Carnegie Mellon University, Pittsburgh, PA, December 2004.

J. G. Jetcheva and D. B. Johnson. A Performance Comparison of On-Demand Multicast Routing Protocols for Ad Hoc Networks.  Technical Report CMU-CS-04-176, Computer Science Department, Carnegie Mellon University, Pittsburgh, PA, December 2004.

J. G. Jetcheva, Y. Hu, S. PalChaudhuri, A. Saha, and D. B. Johnson.  Design and Evaluation of a Metropolitan Area Multitier Wireless Ad Hoc Network Architecture.  Proceedings of the 5th IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2003), Monterey, CA, October 2003.

S. Bhattacharyya, C. Diot, J. Jetcheva, and N. Taft.  Geographical and Temporal Characteristics of Inter-POP Flows: View from a Single POP.   European Transactions on Telecommunications (ETT), Vol. 13, No. 1, pp. 5-22, January/February 2002. Invited paper.

J. G. Jetcheva and D. B. Johnson.  Adaptive Demand-Driven Multicast Routing in Multi-Hop Wireless Ad Hoc Networks.  Proceedings of the ACM Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2001), Long Beach, CA, October 2001.

A. Sridharan, S. Bhattacharyya, C. Diot, R. Guerin, J. G. Jetcheva, and N. Taft.  On the Impact of Aggregation on the Performance of Traffic-Aware Routing. Proceedings of the 17th International Teletraffic Congress (ITC 2001), Salvador da Bahia, Brazil, September 2001.

N. Taft, S. Bhattacharyya, C. Diot, and J. G. Jetcheva. Understanding Traffic Dynamics at a Backbone POP.   Proceedings of SPIE ITCOM+OPTICOMM Workshop on Scalability and Traffic Control in IP Networks, Denver, CO, August 2001.

S. Bhattacharyya, C. Diot, J. G. Jetcheva, and N. Taft.   POP-Level and Access-Link-Level Traffic Dynamics in a Tier-1 POP.   ACM SIGCOMM Internet Measurement Workshop (IMW), San Francisco, CA, November 2001.

D. A. Maltz, J. Broch, J. Jetcheva, and D. B. Johnson.  The Effects of On-Demand Behavior on Routing Protocols for Multi-Hop Wireless Ad Hoc Networks.  IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Mobile and Wireless Networks, Vol. 17, No. 8, pp. 1439-1453, August 1999.

J. Broch, D. A. Maltz, D. B. Johnson, Y. Hu, and J. Jetcheva.  A Performance Comparison of Multi-Hop Wireless Ad Hoc Network Routing Protocols.  Proceedings of the Fourth Annual International Conference on Mobile Computing and Networking (MobiCom 1998), pp. 85-97, ACM, Dallas, TX, October 1998. 

Networking Standards and Requirements Publications

D. Popa, J. G. Jetcheva, N. Dejean, R. Salazar, J. Hui, K. Monden. Applicability Statement for the Routing Protocol for Low Power and Lossy Networks (RPL) in AMI Networks.  draft-ietf-roll-applicability-ami-06.txt

NISTIR 7761. Guidelines for Assessing Wireless Standards for Smart Grid Applications. February 2011.

J. G. Jetcheva, D. B. Johnson. The Adaptive Demand-Driven Multicast Routing Protocol for Mobile Ad Hoc Networks.  draft-jetcheva-manet-admr-00.txt

J. G. Jetcheva, Y. Hu, D. A. Maltz, D. B. Johnson.  A Simple Protocol for Multicast and Broadcast in Mobile Ad Hoc Networks. draft-ietf-manet-simple-mbcast-01.txt

D. B. Johnson, D. A. Maltz, Y. Hu, J. G. Jetcheva.  The Dynamic Source Routing Protocol for Mobile Ad Hoc Networks. draft-ietf-manet-dsr-07.txt