A non-invasive method for link upgrade planning using coarse-grained measurements. - Douglas J. Leith; Christopher M. Kellett; Peter Clifford; Jonathan Epperlein; Robert N. Shorten (IEEE Commun. Lett., 2007)

A frequency domain method for optimal periodic control. - Jonathan P. Epperlein; Bassam Bamieh (ACC, 2012)

Control laboratory experiments in thermoacoustics using the Rijke tube. - Jonathan P. Epperlein; Bassam Bamieh; Karl Johan Åström (ACC, 2014)

Spatially invariant embeddings of systems with boundaries. - Jonathan P. Epperlein; Bassam Bamieh (ACC, 2016)

Resource allocation with population dynamics. - Jonathan Epperlein; Jakub Marecek (Allerton, 2017)

Asymptotic Output-Feedback Stabilization of Linear Evolution Equations with Uncertain Inputs via Equivalent Control Method. - Jonathan P. Epperlein; Orest V. Iftime; Sergiy Zhuk; Andrey Polyakov 001 (CDC, 2018)

Bayesian classifier for Route prediction with Markov chains. - Jonathan P. Epperlein; Julien Monteil; Mingming Liu 001; Yingqi Gu; Sergiy Zhuk; Robert Shorten (ITSC, 2018)

The Use of Presence Data in Modelling Demand for Transportation. - Jonathan Epperlein; Jaroslaw Legierski; Marcin Luckner; Jakub Marecek; Rahul Nair (CoRR, 2018)

Recovering Markov models from closed-loop data. - Jonathan P. Epperlein; Sergiy Zhuk; Robert Shorten (Autom., 2019)

Localization of the LQR Feedback Kernel in Spatially-Invariant Problems over Sobolev Spaces. - Emily Jensen; Jonathan P. Epperlein; Bassam Bamieh (CDC, 2020)

Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. - Sergiy Zhuk; Jonathan P. Epperlein; Rahul Nair; Seshu Tirupathi; Pól Mac Aonghusa; Donal O'Shea; Ronan A. Cahill (MICCAI (3), 2020)

Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology. - Jonathan P. Epperlein; Mykhaylo Zayats; Seshu Tirupathi; Sergiy Zhuk; Tigran T. Tchrakian; Pol Mac Aonghusa; Donal F. O'Shea; Niall P. Hardy; Jeffrey Dalli; Ronan A. Cahill (AMIA, 2021)

Minimax sliding mode control design for linear evolution equations with noisy measurements and uncertain inputs. - Sergiy Zhuk; Orest V. Iftime; Jonathan P. Epperlein; Andrei Polyakov 001 (Syst. Control. Lett., 2021)

Robust Learning Protocol for Federated Tumor Segmentation Challenge. - Ambrish Rawat; Giulio Zizzo; Swanand Kadhe; Jonathan P. Epperlein; Stefano Braghin (BrainLes@MICCAI (2), 2022)

Extracting, Visualizing, and Learning from Dynamic Data: Perfusion in Surgical Video for Tissue Characterization. - Jonathan P. Epperlein; Niall P. Hardy; Pol Mac Aonghusa; Ronan A. Cahill (ICDH, 2022)

Reinforcement learning with algorithms from probabilistic structure estimation. - Jonathan P. Epperlein; Roman Overko; Sergiy Zhuk; Christopher K. King; Djallel Bouneffouf 001; Andrew Cullen; Robert Shorten (Autom., 2022)

A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation. - Jonathan P. Epperlein; Sergiy Zhuk (CoRR, 2022)

A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces. - Tobia Boschi; Francesca Bonin; Rodrigo Ordonez-Hurtado; Alessandra Pascale; Jonathan P. Epperlein (ICML, 2024)

Feature Selection for Functional Data Classification. - Tobia Boschi; Francesca Bonin; Jonathan Epperlein; Rodrigo Ordonez-Hurtado; Alessandra Pascale (CoRR, 2024)