Kate Smith-Miles

Revisiting Facial Age Estimation with New Insights from Instance Space Analysis.

Kate Smith-Miles, Xin Geng

Journal article  |  2020  |  IEEE Transactions on Pattern Analysis and Machine Intelligence

When demonstrating the effectiveness of a new algorithm, researchers are traditionally encouraged to compare their algorithm's per..

Anomaly Detection in High-Dimensional Data

Priyanga Dilini Talagala, Rob J Hyndman, Kate Smith-Miles

Journal article  |  2020  |  Journal of Computational and Graphical Statistics

Generating New Space-Filling Test Instances for Continuous Black-Box Optimization

Mario A Munoz, Kate Smith-Miles

Journal article  |  2020  |  Evolutionary Computation

This article presents a method to generate diverse and challenging new test instances for continuous black-box optimization. Each ..

A transformation technique for the clustered generalized traveling salesman problem with applications to logistics

Pouya Baniasadi, Mehdi Foumani, Kate Smith-Miles, Vladimir Ejov

Journal article  |  2020  |  European Journal of Operational Research

Generation techniques for linear programming instances with controllable properties

Simon Bowly, Kate Smith-Miles, Davaatseren Baatar, Hans Mittelmann

Journal article  |  2020  |  Mathematical Programming Computation

Early classification of spatio-temporal events using partial information

Sevvandi Kandanaarachchi, Rob J Hyndman, Kate Smith-Miles

Journal article  |  2020  |  PLOS ONE

This paper investigates event extraction and early event classification in contiguous spatio-temporal data streams, where events n..

Predicting solutions of large-scale optimization problems via machine learning: A case study in blood supply chain management

B Abbasi, T Babaei, Z Hosseinifard, K Smith-Miles, M Dehghani

Journal article  |  2020  |  Computers & Operations Research

Practical constrained optimization models are often large, and solving them in a reasonable time is a challenge in many applicatio..

Parameter estimation for a point-source diffusion-decay morphogen model

Mark B Flegg, Mario A Munoz, Kate Smith-Miles, Wai Shan Yuen, Jennifer A Flegg, John G Carroll

Journal article  |  2020  |  Journal of Mathematical Biology

Instance space analysis for a personnel scheduling problem

Lucas Kletzander, Nysret Musliu, Kate Smith-Miles

Journal article  |  2020  |  Annals of Mathematics and Artificial Intelligence

Stochastic optimization of two-machine flow shop robotic cells with controllable inspection times: From theory toward practice

Mehdi Foumani, Ayaz Razeghi, Kate Smith-Miles

Journal article  |  2020  |  Robotics and Computer-Integrated Manufacturing