2022
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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).
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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.
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2021
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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).
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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).
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MODELESS: MODulation rEcognition with LimitEd SuperviSion..
Wei Xiong, Petko Bogdanov, and Mariya Zheleva.
IEEE International Conference on Sensing, Communication and Networking (IEEE SECON 2021).
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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).
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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).
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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.
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2020
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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).
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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).
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Towards scalable zero-shot modulation recognition.
Wei Xiong, Petko Bogdanov, and Mariya Zheleva.
The 2020 IEEE 92nd Vehicular Technology Conference (IEEE VTC-Fall'20).
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LinksIQ: Robust and Efficient Modulation Recognition with Imperfect Spectrum Scans.
Wei Xiong, Karyn Doke, Petko Bogdanov, and Mariya Zheleva.
arXiv preprint arXiv:2005.04149.
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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.
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2019
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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).
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Third-Party Cellular Congestion Detection and Augmentation.
Paul Schmitt, Daniel Iland, Mariya Zheleva, and Elizabeth Belding.
IEEE Transactions on Mobile Computing (IEEE TMC).
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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).
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2018
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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).
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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).
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2017
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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).
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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).
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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.
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2016
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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).
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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).
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2015
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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).
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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).
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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).
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2014
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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).
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2013
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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).
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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).
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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).
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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).
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2012
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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).
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2011
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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).
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