Julien Ugon

50 papers C 1Misc 1Journal 44Unranked 4
YearRankTypeTitle / Venue / Authors
2026 C conf
"You're not learning": A layered formative intervention to turn AI misuse into a learning opportunity.
ACE
Julien Ugon, Charlotte Pierce, Andrew Cain, Brianna Laird
2025 — conf
Optical X-Haul for Beyond 5G: Cost-Effective Deployment Strategies.
OFC
Brianna Laird, Chathurika Ranaweera, Julien Ugon
2025 J jnl
Variational Properties of the Abstract Subdifferential Operator.
J. Optim. Theory Appl.
Reinier Díaz Millán, Nadezda Sukhorukova, Julien Ugon
2024 J jnl
Extragradient method with feasible inexact projection to variational inequality problem.
Comput. Optim. Appl.
R. Díaz Millán, Orizon Pereira Ferreira, Julien Ugon
2024 J jnl
The linkedness of cubical polytopes: Beyond the cube.
Discret. Math.
Hoa T. Bui, Guillermo Pineda-Villavicencio, Julien Ugon
2024 J jnl
Uniqueness of solutions in multivariate Chebyshev approximation problems.
Optim. Lett.
Vera Roshchina, Nadezda Sukhorukova, Julien Ugon
2023 J jnl
A comparison of rational and neural network based approximations.
CoRR
Vinesha Peiris, Reinier Díaz Millán, Nadezda Sukhorukova, Julien Ugon
2023 J jnl
Approximate Douglas-Rachford algorithm for two-sets convex feasibility problems.
J. Glob. Optim.
R. Díaz Millán, Orizon Pereira Ferreira, Julien Ugon
2023 J jnl
Edge connectivity of simplicial polytopes.
Eur. J. Comb.
Vincent Pilaud, Guillermo Pineda-Villavicencio, Julien Ugon
2023 J jnl
Frank-Wolfe algorithm for DC optimization problem.
CoRR
R. Díaz Millán, Orizon P. Ferreira, Julien Ugon
2022 J jnl
A generalisation of de la Vallée-Poussin procedure to multivariate approximations.
Adv. Comput. Math.
Nadezda Sukhorukova, Julien Ugon
2022 J jnl
Finding Maximum Cliques in Large Networks.
CoRR
Su Yuan Chan, Kerri Morgan, Julien Ugon
2022 J jnl
Linkedness of Cartesian products of complete graphs.
Ars Math. Contemp.
Leif K. Jørgensen, Guillermo Pineda-Villavicencio, Julien Ugon
2022 J jnl
Minimum Number of Edges of Polytopes with $2d+2$ Vertices.
Electron. J. Comb.
Guillermo Pineda-Villavicencio, Julien Ugon, David T. Yost
2022 J jnl
Structural-functional connectivity bandwidth of the human brain.
NeuroImage
Nicholas Parsons, Julien Ugon, Kerri Morgan, Sergiy Shelyag, Alex Hocking, Su Yuan Chan, Govinda R. Poudel, Juan Dominguez Duque, Karen Caeyenberghs
2021 J jnl
Flexible rational approximation for matrix functions.
CoRR
Elior Kalfon, Vinesha Peiris, Nir Sharon, Nadia Sukhorukova, Julien Ugon
2021 J jnl
Generalised rational approximation and its application to improve deep learning classifiers.
Appl. Math. Comput.
Vinesha Peiris, Nir Sharon, Nadezda Sukhorukova, Julien Ugon
2021 J jnl
Supernodes.
CoRR
Su Yuan Chan, Kerri Morgan, Nick Parsons, Julien Ugon
2021 J jnl
Supernodes: a generalization of the rich-club.
J. Complex Networks
Su Yuan Chan, Kerri Morgan, Nicholas Parsons, Julien Ugon
2021 J jnl
The Linkedness of Cubical Polytopes: The Cube.
Electron. J. Comb.
Hoa T. Bui, Guillermo Pineda-Villavicencio, Julien Ugon
2020 J jnl
An algorithm for best generalised rational approximation of continuous functions.
CoRR
R. Díaz Millán, Nadezda Sukhorukova, Julien Ugon
2020 J jnl
Connectivity of cubical polytopes.
J. Comb. Theory A
Hoa T. Bui, Guillermo Pineda-Villavicencio, Julien Ugon
2020 J jnl
Polytopes Close to Being Simple.
Discret. Comput. Geom.
Guillermo Pineda-Villavicencio, Julien Ugon, David T. Yost
2019 J jnl
Lower bound theorems for general polytopes.
Eur. J. Comb.
Guillermo Pineda-Villavicencio, Julien Ugon, David T. Yost
2019 J jnl
On the Reconstruction of Polytopes.
Discret. Comput. Geom.
Joseph Doolittle, Eran Nevo, Guillermo Pineda-Villavicencio, Julien Ugon, David T. Yost
2018 J jnl
Nonsmooth DC programming approach to clusterwise linear regression: optimality conditions and algorithms.
Optim. Methods Softw.
Adil M. Bagirov, Julien Ugon
2018 J jnl
The Excess Degree of a Polytope.
SIAM J. Discret. Math.
Guillermo Pineda-Villavicencio, Julien Ugon, David T. Yost
2017 — conf
An Agile Group Aware Process beyond CRISP-DM: A Hospital Data Mining Case Study.
ICCDA
Vishakha Sharma, Andrew Stranieri, Julien Ugon, Peter Vamplew, Laura Martin
2017 J jnl
Characterization Theorem for Best Polynomial Spline Approximation with Free Knots, Variable Degree and Fixed Tails.
J. Optim. Theory Appl.
Jean-Pierre Crouzeix, Nadezda Sukhorukova, Julien Ugon
2017 Misc conf
Detection of Outlier Behaviour Amongst Health/Medical Providers Servicing TAC Clients.
AusDM
Musa Mammadov, Rob Muspratt, Julien Ugon
2016 J jnl
Chebyshev Approximation by Linear Combinations of Fixed Knot Polynomial Splines with Weighting Functions.
J. Optim. Theory Appl.
Nadezda Sukhorukova, Julien Ugon
2016 J jnl
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems.
Pattern Recognit.
Adil M. Bagirov, Sona Taheri, Julien Ugon
2015 J jnl
An algorithm for clusterwise linear regression based on smoothing techniques.
Optim. Lett.
Adil M. Bagirov, Julien Ugon, Hijran G. Mirzayeva
2015 J jnl
Global optimality conditions and optimization methods for constrained polynomial programming problems.
Appl. Math. Comput.
Zhiyou Wu, Jing Tian, Julien Ugon, Liang Zhang
2015 J jnl
Global optimality conditions and optimization methods for polynomial programming problems.
J. Glob. Optim.
Zhi-You Wu, J. Tian, Julien Ugon
2015 J jnl
Nonsmooth Optimization Algorithm for Solving Clusterwise Linear Regression Problems.
J. Optim. Theory Appl.
Adil M. Bagirov, Julien Ugon, Hijran G. Mirzayeva
2015 J jnl
Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction.
Neural Comput. Appl.
Jin Wang, Chee Peng Lim, Douglas C. Creighton, Abbas Khosravi, Saeid Nahavandi, Julien Ugon, Peter Vamplew, Andrew Stranieri, Laura Martin, Anton Freischmidt
2014 J jnl
Optimality conditions and optimization methods for quartic polynomial optimization.
Appl. Math. Comput.
Zhiyou Wu, Jing Tian, Jing Quan, Julien Ugon
2013 J jnl
Nonsmooth nonconvex optimization approach to clusterwise linear regression problems.
Eur. J. Oper. Res.
Adil M. Bagirov, Julien Ugon, Hijran G. Mirzayeva
2012 J jnl
A modified parallel optimization system for updating large-size time-evolving flow matrix.
Inf. Sci.
Ting Yu, Julien Ugon, Wei Yu
2012 J jnl
Computational Complexity, NP Completeness and Optimization Duality: A Survey.
Electron. Colloquium Comput. Complex.
Prabhu Manyem, Julien Ugon
2011 J jnl
An efficient algorithm for the incremental construction of a piecewise linear classifier.
Inf. Syst.
Adil M. Bagirov, Julien Ugon, Dean Webb
2011 J jnl
Classification through incremental max-min separability.
Pattern Anal. Appl.
Adil M. Bagirov, Julien Ugon, Dean Webb, Bülent Karasözen
2011 J jnl
Codifferential method for minimizing nonsmooth DC functions.
J. Glob. Optim.
Adil M. Bagirov, Julien Ugon
2011 J jnl
Fast modified global k-means algorithm for incremental cluster construction.
Pattern Recognit.
Adil M. Bagirov, Julien Ugon, Dean Webb
2009 J jnl
Workload coverage through nonsmooth optimization.
Optim. Methods Softw.
Nadezda Sukhorukova, Julien Ugon, John Yearwood
2006 J jnl
Classes and clusters in data analysis.
Eur. J. Oper. Res.
Alex M. Rubinov, N. V. Soukhorokova, Julien Ugon
2006 — conf
Coverage in WLAN with Minimum Number of Access Points.
VTC Spring
Shahnaz Kouhbor, Julien Ugon, Alex M. Rubinov, Alex Kruger, Musa A. Mammadov
2006 J jnl
Piecewise Partially Separable Functions and a Derivative-free Algorithm for Large Scale Nonsmooth Optimization.
J. Glob. Optim.
Adil M. Bagirov, Julien Ugon
2005 — conf
Optimal Placement of Access Point in WLAN Based on a New Algorithm.
ICMB
Shahnaz Kouhbor, Julien Ugon, Alex Kruger, Alex M. Rubinov