Publications

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2022	Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification. Erma Perenda, Sreeraj Rajendran, Gerome Bovet, Sofie Pollin, and Mariya Zheleva. IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN).
	Understanding Drivers and Challenges of Multi-Actor Collaborations at the Local Level. Qianli Yuan, Karyn Doke, Mila Gasco-Hernandez, J. Ramon Gil-Garcia, Mariya Zheleva, and Petko Bogdanov. Hawaii International Conference on System Sciences 2022 (HICSS 2022), Best paper nomination.
2021	Improving Emergency Preparedness and Response in Rural Areas.. Karyn Doke, Habib Affinih, Qianli Yuan, Mila Gasco-Hernandez, J. Ramon Gil-Garcia, Petko Bogdanov, and Mariya Zheleva. ACM SIGCAS Conference on Computing and Sustainable Societies (ACM COMPASS 2021).
	CORE: Connectivity Optimization via REinforcement Learning in WANETs.. Alexander Gorovitz, Karyn Doke, Lin Zhang, Mariya Zheleva, and Petko Bogdanov. IEEE International Conference on Sensing, Communication and Networking (IEEE SECON 2021).
	MODELESS: MODulation rEcognition with LimitEd SuperviSion.. Wei Xiong, Petko Bogdanov, and Mariya Zheleva. IEEE International Conference on Sensing, Communication and Networking (IEEE SECON 2021).
	SYMMeTRy: Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition. Wei Xiong, Lin Zhang, Maxwel McNeil, Petko Bogdanov, and Mariya Zheleva. IEEE Transactions on Mobile Computing (IEEE TMC 2021).
	Learning the unknown: Improving modulation classification performance in unseen scenarios. Erma Perenda, Sreeraj Rajendran, Gerome Bovet, Sofie Pollin, and Mariya Zheleva. IEEE International Conference on Computer Communications (IEEE INFOCOM 2021).
	Understanding the Determinants of Adoption and Use of Information and Communication Technologies for Emergency Management: Proposing a Research Agenda based on Existing Academic Literature. Qianli Yuan, Yenisel Gulatee, Mila Gasco-Hernandez, Mariya Zheleva, Petko Bogdanov, and J. Ramon Gil-Garcia. Hawaii International Conference on System Sciences 2021 (HICSS 2021), Best paper nomination.
2020	Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition. Wei Xiong, Lin Zhang, Maxwel McNeil, Petko Bogdanov, and Mariya Zheleva. IEEE International Conference on Computer Communications (IEEE INFOCOM 2020).
	Protecting location privacy from untrusted wireless service providers. Keen Sung, Brian Neil Levine, and Mariya Zheleva. 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec'20).
	Towards scalable zero-shot modulation recognition. Wei Xiong, Petko Bogdanov, and Mariya Zheleva. The 2020 IEEE 92nd Vehicular Technology Conference (IEEE VTC-Fall'20).
	LinksIQ: Robust and Efficient Modulation Recognition with Imperfect Spectrum Scans. Wei Xiong, Karyn Doke, Petko Bogdanov, and Mariya Zheleva. arXiv preprint arXiv:2005.04149.
	Supporting Resilience in Rural Emergency Preparedness and Response Through Improved Information Access. Karyn Doke, Qianli Yuan, Mila Gasco-Hernandez, Megan Sutherland-Mitzer, J. Ramon Gil-Garcia, Petko Bogdanov, and Mariya Zheleva. SIGMOBILE GetMobile: Mobile Computing and Communications, September 2020.
2019	Robust and Efficient Modulation Recognition Based on Local Sequential IQ Features. Wei Xiong, Petko Bogdanov, and Mariya Zheleva. IEEE International Conference on Computer Communications (IEEE INFOCOM 2019).
	Third-Party Cellular Congestion Detection and Augmentation. Paul Schmitt, Daniel Iland, Mariya Zheleva, and Elizabeth Belding. IEEE Transactions on Mobile Computing (IEEE TMC).
	Towards a Socio-Technical Framework for Bridging the Digital Divide in Rural Emergency Preparedness and Response: Integrating User Adoption, Heterogeneous Wide Area Networks, and Advanced Data Science. Mila Gasco-Hernandez, Mariya Zheleva, Petko Bogdanov, and J. Ramon Gil-Garcia. Proceedings of the 20th Annual International Conference on Digital Government Research (dg.o 2019).
2018	AirPRESS: Efficient Spectrum Summarization Using Compressed Spectrum Scans. Mariya Zheleva, Timothy Larock, Paul Schmitt, and Petko Bogdanov. IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2018).
	AirVIEW: Unsupervised transmitter detection for next generation spectrum sensing. Mariya Zheleva, Tim Larock, Paul Schmitt, and Petko Bogdanov. IEEE International Conference on Computer Communications (IEEE INFOCOM 2018).
2017	Smallholder agriculture in the information age: Limits and opportunities. Mariya Zheleva, Petko Bogdanov, Daphney-Stravoula Zois, Wei Xiong, Ranveer Chandra, and Mark Kimball. Proceedings of ACM Third Workshop on Computing within Limits (LIMITS 2017).
	Enabling a Nationwide Radio Frequency Inventory Using the Spectrum Observatory. Mariya Zheleva, Ranveer Chandra, Aakanksha Chowdhery, Paul Garnett, Anoop Gupta, Ashish Kapoor, and Matt Valerio. IEEE Transactions on Mobile Computing (IEEE TMC).
	Smart City Sensing and Communication Sub-Infrastructure. M Habibzadeh, W Xiong, M Zheleva, EK Stern, BH Nussbaum, and T Soyata. IEEE Midwest Symposium on Circuits and Systems, Boston, MA.
2016	HybridCell: Cellular connectivity on the fringes with demand-driven local cells. Paul Schmitt, Daniel Iland, Mariya Zheleva, and Elizabeth Belding. IEEE International Conference on Computer Communications (IEEE INFOCOM 2016).
	Phonehome: Robust extension of cellular coverage. Paul Schmitt, Daniel Iland, Elizabeth Belding, and Mariya Zheleva. 2016 25th International Conference on Computer Communication and Networks (IEEE ICCCN 2016).
2015	Internet bandwidth upgrade: implications on performance and usage in rural zambia. Mariya Zheleva, Paul Schmitt, Morgan Vigil, and Elizabeth Belding. Information Technologies and International Development (ITID) 11(2).
	Power-Aware Relay Selection and Routing Scheme for Multi-Interface Sensor Networks. Mariya Zheleva and HyungJune Lee. International Journal of Computers Communications and Control (IJCCC) 10(3).
	Txminer: Identifying transmitters in real-world spectrum measurements. Mariya Zheleva, Ranveer Chandra, Aakanksha Chowdhery, Ashish Kapoor, and Paul Garnett. 2015 IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2015).
2014	Villagelink: Wide-area wireless coverage. Veljko Pejovic, David L Johnson, Mariya Zheleva, Elizabeth M Belding, and Albert Lysko. 2014 Sixth International Conference on Communication Systems and Networks (COMSNETS 2014).
2013	Kwiizya: Local cellular network services in remote areas. Mariya Zheleva, Arghyadip Paul, David L Johnson, and Elizabeth Belding. Proceeding of the 11th annual international conference on Mobile systems, applications, and services (MobiSys 2013).
	Bringing visibility to rural users in Cote d'Ivoire. Mariya Zheleva, Paul Schmitt, Morgan Vigil, and Elizabeth Belding. Proceedings of the Sixth International Conference on Information and Communications Technologies and Development: Notes-Volume 2 (ICTD 2013).
	Community detection in cellular network traces. Mariya Zheleva, Paul Schmitt, Morgan Vigil, and Elizabeth Belding. Proceedings of the Sixth International Conference on Information and Communications Technologies and Development: Notes-Volume 2 (ICTD 2013).
	The increased bandwidth fallacy: performance and usage in rural Zambia. Mariya Zheleva, Paul Schmitt, Morgan Vigil, and Elizabeth Belding. Proceedings of the 4th Annual Symposium on Computing for Development (ACM DEV4 2013).
2012	The Bandwidth Divide: Obstacles to Efficient Broadband Adoption in Rural Sub-Saharan Africa. Veljko Pejovic, David L Johnson, Mariya Zheleva, Elizabeth Belding, Lisa Parks, and Gertjan Stam. International Journal of Communication (IJoC).
2011	AirLab: consistency, fidelity and privacy in wireless measurements. Vinod Kone, Mariya Zheleva, Mile Wittie, Ben Y Zhao, Elizabeth M Belding, Haitao Zheng, and Kevin Almeroth. ACM SIGCOMM Computer Communication Review (ACM SIGCOMM CCR) 41(1).