Publications and Products

NM EPSCoR-supported faculty and students disseminate their work in a variety of formats including journal articles, book chapters, conference proceedings, and data products. Click on an author's name to discover other publications by that author.



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Adaptive Participant Selection in Heterogeneous Federated Learning

Rana Albelaihi, Xiang Sun, Warren Craft, Liangkun Yu, Chonggang Wang

Dec. 2021
Abstract
Conference Proceedings:
2021 IEEE Global Communications Conference (GLOBECOM)
Challenges and Opportunities for Data Science and Machine Learning in IoT Systems – A Timely Debate: Part 1

Sumi Helal, Flavia Delicato, Cintia Margi, Satyajayant Misra, Markus Endler

Dec. 2021
Abstract
Journal Article:
IEEE Internet of Things Magazine
Multi-way Time Series Join on Multi-length Patterns

Parvez Mollah, Vinicius Souza, Abdullah Mueen

Dec. 2021
Abstract
Conference Proceedings:
2021 IEEE International Conference on Data Mining (ICDM)
Recommending novel and relevant reviews to expand users’ knowledge about a product

Edgar Ceh-Varela, Huiping Cao

Dec. 2021
Abstract
Conference Proceedings:
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)
Unfalsified Switching Adaptive Voltage Control for Islanded Microgrids

Seyed Habibi, Ali Bidram

Dec. 2021
Abstract
Journal Article:
IEEE Transactions on Power Systems
Concatenated Spatially Coupled LDPC Codes with Sliding Window Decoding for Joint Source-Channel Coding

Ahmad Golmohammadi, David Mitchell

Nov. 2021
Abstract
Journal Article:
IEEE Transactions on Communications
Deep Learning-based User Authentication with Surface EMG Images of Hand Gestures

Qingqing Li, Zhirui Luo, Jun Zheng

Nov. 2021
Abstract
Conference Proceedings:
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
Explicit basis function kernel methods for cloud segmentation in infrared sky images

Guillermo Terren-Serrano, Manel Martínez-Ramón

Nov. 2021
Abstract
Journal Article:
Energy Reports
UAV Assisted Cellular Networks With Renewable Energy Charging Infrastructure: A Reinforcement Learning Approach

Michelle Sherman, Sihua Shao, Xiang Sun, Jun Zheng

Nov. 2021
Abstract
Conference Proceedings:
MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)
Reevaluating the Change Point Detection Problem with Segment-based Bayesian Online Detection

Erick Draayer, Huiping Cao, Yifan Hao

Oct. 2021
Abstract
Conference Proceedings:
Proceedings of the 30th ACM International Conference on Information & Knowledge Management
Segmentation Algorithms for Ground-Based Infrared Cloud Images

Guillermo Terren-Serrano, Manel Martínez-Ramón

Oct. 2021
Abstract
Conference Proceedings:
2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)
Wind Flow Estimation in Thermal Sky Images for Sun Occlusion Prediction

Guillermo Terren-Serrano, Manel Martínez-Ramón

Oct. 2021
Abstract
Conference Proceedings:
2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)
Comparative analysis of methods for cloud segmentation in ground-based infrared images

Guillermo Terren-Serrano, Manel Martínez-Ramón

Sep. 2021
Abstract
Journal Article:
Renewable Energy
Distributed Finite-Time Event-Triggered Frequency and Voltage Control of AC Microgrids

Jeewon Choi, Seyed Habibi, Ali Bidram

Sep. 2021
Abstract
Journal Article:
IEEE Transactions on Power Systems
Detecting Cyber Attacks in Smart Grids Using Semi-Supervised Anomaly Detection and Deep Representation Learning

Ruobin Qi, Craig Rasband, Jun Zheng, Raul Longoria

Aug. 2021
Abstract
Journal Article:
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