Kate Smith-Miles

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 53

Top Venues

Publications

Hossein Alipour, Mario Andrés Muñoz, Kate Smith-Miles
On the impact of initialisation strategies on Maximum Flow algorithm performance. Comput. Oper. Res. 163 (2024)
Chang Liu, Kate Smith-Miles, Tony Wauters, Alysson M. Costa
Instance space analysis for 2D bin packing mathematical models. Eur. J. Oper. Res. 315 (2) (2024)
Anthony Rasulo, Kate Smith-Miles, Mario A. Muñoz, Julia Handl, Manuel López-Ibáñez
Extending Instance Space Analysis to Algorithm Configuration Spaces. GECCO Companion (2024)
João Luiz Junho Pereira, Kate Smith-Miles, Mario Andrés Muñoz, Ana Carolina Lorena
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation. Data Min. Knowl. Discov. 38 (2) (2024)
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
Characterising harmful data sources when constructing multi-fidelity surrogate models. CoRR (2024)
Kate Smith-Miles, Mario Andrés Muñoz, Sevvandi Kandanaarachchi
Instance Space Analysis and Item Response Theory for Algorithm Testing. GECCO Companion (2024)
Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti
Instance Space Analysis of Search-Based Software Testing. CoRR (2023)
Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti
Instance Space Analysis of Search-Based Software Testing. IEEE Trans. Software Eng. 49 (4) (2023)
Hossein Alipour, Mario Andrés Muñoz, Kate Smith-Miles
Enhanced instance space analysis for the maximum flow problem. Eur. J. Oper. Res. 304 (2) (2023)
Kate Smith-Miles, Mario Andrés Muñoz
Instance Space Analysis for Algorithm Testing: Methodology and Software Tools. ACM Comput. Surv. 55 (12) (2023)
Ziye Chen, Kate Smith-Miles, Bo Du, Guoqi Qian, Mingming Gong
An Efficient Transformer for Simultaneous Learning of BEV and Lane Representations in 3D Lane Detection. CoRR (2023)
Sevvandi Kandanaarachchi, Kate Smith-Miles
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory. J. Mach. Learn. Res. 24 (2023)
Sevvandi Kandanaarachchi, Kate Smith-Miles
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory. CoRR (2023)
Ziye Chen, Yu Liu, Mingming Gong, Bo Du, Guoqi Qian, Kate Smith-Miles
Generating Dynamic Kernels via Transformers for Lane Detection. ICCV (2023)
Pedro Yuri Arbs Paiva, Camila Castro Moreno, Kate Smith-Miles, Maria Gabriela Valeriano, Ana Carolina Lorena
Relating instance hardness to classification performance in a dataset: a visual approach. Mach. Learn. 111 (8) (2022)
Arnaud De Coster, Nysret Musliu, Andrea Schaerf, Johannes Schoisswohl, Kate Smith-Miles
Algorithm selection and instance space analysis for curriculum-based course timetabling. J. Sched. 25 (1) (2022)
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances. INFORMS J. Comput. 34 (6) (2022)
Luiz Henrique dos Santos Fernandes, Kate Smith-Miles, Ana Carolina Lorena
Generating Diverse Clustering Datasets with Targeted Characteristics. BRACIS (1) (2022)
Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles
Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis. IEEE Trans. Evol. Comput. 26 (6) (2022)
Mario Andrés Muñoz, Michael Kirley, Kate Smith-Miles
Analyzing randomness effects on the reliability of exploratory landscape analysis. Nat. Comput. 21 (2) (2022)
Kate Smith-Miles, Xin Geng
Revisiting Facial Age Estimation With New Insights From Instance Space Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Lucas Kletzander, Nysret Musliu, Kate Smith-Miles
Instance space analysis for a personnel scheduling problem. Ann. Math. Artif. Intell. 89 (7) (2021)
Steven J. Edwards, Davaatseren Baatar, Kate Smith-Miles, Andreas T. Ernst
Symmetry breaking of identical projects in the high-multiplicity RCPSP/max. J. Oper. Res. Soc. 72 (8) (2021)
Priyanga Dilini Talagala, Rob J. Hyndman, Kate Smith-Miles
Anomaly Detection in High-Dimensional Data. J. Comput. Graph. Stat. 30 (2) (2021)
Mario Andrés Muñoz, Tao Yan, Matheus R. Leal, Kate Smith-Miles, Ana Carolina Lorena, Gisele L. Pappa, Rômulo Madureira Rodrigues
An Instance Space Analysis of Regression Problems. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles
On the diversity and robustness of parameterised multi-objective test suites. Appl. Soft Comput. 110 (2021)
Pedro Yuri Arbs Paiva, Kate Smith-Miles, Maria Gabriela Valeriano, Ana Carolina Lorena
PyHard: a novel tool for generating hardness embeddings to support data-centric analysis. CoRR (2021)
Luiz Henrique dos Santos Fernandes, Ana Carolina Lorena, Kate Smith-Miles
Towards Understanding Clustering Problems and Algorithms: An Instance Space Analysis. Algorithms 14 (3) (2021)
Kate Smith-Miles, Jeffrey Christiansen, Mario Andrés Muñoz
via Instance Space Analysis. Comput. Oper. Res. 128 (2021)
Mehdi Foumani, Ayaz Razeghi, Kate Smith-Miles
Stochastic optimization of two-machine flow shop robotic cells with controllable inspection times: From theory toward practice. Robotics Comput. Integr. Manuf. 61 (2020)
Mario A. Muñoz, Kate Smith-Miles
Generating New Space-Filling Test Instances for Continuous Black-Box Optimization. Evol. Comput. 28 (3) (2020)
Babak Abbasi, Toktam Babaei, Seyedeh Zahra Hosseinifard, Kate Smith-Miles, Maryam Dehghani
Predicting solutions of large-scale optimization problems via machine learning: A case study in blood supply chain management. Comput. Oper. Res. 119 (2020)
Simon Bowly, Kate Smith-Miles, Davaatseren Baatar, Hans D. Mittelmann
Generation techniques for linear programming instances with controllable properties. Math. Program. Comput. 12 (3) (2020)
Estefania Yap, Mario A. Muñoz, Kate Smith-Miles, Arnaud Liefooghe
Instance Space Analysis of Combinatorial Multi-objective Optimization Problems. CEC (2020)
Pouya Baniasadi, Mehdi Foumani, Kate Smith-Miles, Vladimir Ejov
A transformation technique for the clustered generalized traveling salesman problem with applications to logistics. Eur. J. Oper. Res. 285 (2) (2020)
Sevvandi Kandanaarachchi, Mario A. Muñoz, Rob J. Hyndman, Kate Smith-Miles
On normalization and algorithm selection for unsupervised outlier detection. Data Min. Knowl. Discov. 34 (2) (2020)
Conrad Chan, Aldeida Aleti, Alexander Heger, Kate Smith-Miles
Evolving stellar models to find the origins of our galaxy. GECCO (2019)
Sevvandi Kandanaarachchi, Mario A. Muñoz, Kate Smith-Miles
Instance Space Analysis for Unsupervised Outlier Detection. EDML@SDM (2019)
Priyanga Dilini Talagala, Rob J. Hyndman, Kate Smith-Miles
Anomaly Detection in High Dimensional Data. CoRR (2019)
Kate Smith-Miles
Instance Spaces for Objective Assessment of Algorithms and Benchmark Test Suites. EDML@SDM (2019)
Mario A. Muñoz, Laura Villanova, Davaatseren Baatar, Kate Smith-Miles
Instance spaces for machine learning classification. Mach. Learn. 107 (1) (2018)
Mehdi Foumani, Asghar Moeini, Michael Haythorpe, Kate Smith-Miles
A cross-entropy method for optimising robotic automated storage and retrieval systems. Int. J. Prod. Res. 56 (19) (2018)
Carolina Segovia, Kate Smith-Miles
Integrating Game Theory and Data Mining for Dynamic Distribution of Police to Combat Crime. WI (2018)
Carlos Oliveira, Aldeida Aleti, Lars Grunske, Kate Smith-Miles
Mapping the Effectiveness of Automated Test Suite Generation Techniques. IEEE Trans. Reliab. 67 (3) (2018)
Rhyd Lewis, Kate Smith-Miles
A heuristic algorithm for finding cost-effective solutions to real-world school bus routing problems. J. Discrete Algorithms (2018)
Ingrida Steponavice, Rob J. Hyndman, Kate Smith-Miles, Laura Villanova
Dynamic algorithm selection for pareto optimal set approximation. J. Glob. Optim. 67 (1-2) (2017)
Mehdi Foumani, Kate Smith-Miles, Indra Gunawan, Asghar Moeini
A framework for stochastic scheduling of two-machine robotic rework cells with in-process inspection system. Comput. Ind. Eng. 112 (2017)
Rhydian Lewis, Kate Smith-Miles, Kyle Phillips
The School Bus Routing Problem: An Analysis and Algorithm. IWOCA (2017)
Mehdi Foumani, Indra Gunawan, Kate Smith-Miles
Increasing Throughput for a Class of Two-Machine Robotic Cells Served by a Multifunction Robot. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Mario A. Muñoz, Kate Smith-Miles
Generating custom classification datasets by targeting the instance space. GECCO (Companion) (2017)
Mario A. Muñoz, Kate Smith-Miles
Non-parametric model of the space of continuous black-box optimization problems. GECCO (Companion) (2017)
Mehdi Foumani, Kate Smith-Miles, Indra Gunawan
Scheduling of two-machine robotic rework cells: In-process, post-process and in-line inspection scenarios. Robotics Auton. Syst. 91 (2017)
Shamsuddin N. Ladha, Kate Smith-Miles, Sharat Chandran
Realistic Projection on Casual Dual-Planar Surfaces with Global Illumination Compensation. Int. J. Image Graph. 16 (3) (2016)
Kate Smith-Miles, Simon Bowly
Generating new test instances by evolving in instance space. Comput. Oper. Res. 63 (2015)
Mehdi Foumani, Indra Gunawan, Kate Smith-Miles, M. Yousef Ibrahim
Notes on Feasibility and Optimality Conditions of Small-Scale Multifunction Robotic Cell Scheduling Problems With Pickup Restrictions. IEEE Trans. Ind. Informatics 11 (3) (2015)
Mehdi Foumani, Indra Gunawan, Kate Smith-Miles
Resolution of deadlocks in a robotic cell scheduling problem with post-process inspection system: Avoidance and recovery scenarios. IEEM (2015)
Mario A. Muñoz, Kate Smith-Miles
Effects of function translation and dimensionality reduction on landscape analysis. CEC (2015)
Ingrida Steponavice, Rob J. Hyndman, Kate Smith-Miles, Laura Villanova
Efficient Identification of the Pareto Optimal Set. LION (2014)
Tianhai Tian, Kate Smith-Miles
Mathematical modeling of GATA-switching for regulating the differentiation of hematopoietic stem cell. BMC Syst. Biol. 8 (S-1) (2014)
Kate Smith-Miles, Davaatseren Baatar, Brendan Wreford, Rhyd Lewis
Towards objective measures of algorithm performance across instance space. Comput. Oper. Res. 45 (2014)
Kate Smith-Miles, Davaatseren Baatar
Exploring the role of graph spectra in graph coloring algorithm performance. Discret. Appl. Math. 176 (2014)
Qianqian Wu, Kate Smith-Miles, Tianhai Tian
Approximate Bayesian computation schemes for parameter inference of discrete stochastic models using simulated likelihood density. BMC Bioinform. 15 (S-12) (2014)
Kareem T. Elgindy, Kate Smith-Miles
On the optimization of Gegenbauer operational matrix of integration. Adv. Comput. Math. 39 (3-4) (2013)
Leo Lopes, Kate Smith-Miles
Generating Applicable Synthetic Instances for Branch Problems. Oper. Res. 61 (3) (2013)
Qianqian Wu, Kate Smith-Miles, Tianhai Tian
Approximate Bayesian computation for estimating rate constants in biochemical reaction systems. BIBM (2013)
Qianqian Wu, Kate Smith-Miles, Tianshou Zhou, Tianhai Tian
Stochastic modelling of biochemical systems of multi-step reactions using a simplified two-variable model. BMC Syst. Biol. 7 (S-4) (2013)
Kareem T. Elgindy, Kate Smith-Miles
Solving boundary value problems, integral, and integro-differential equations using Gegenbauer integration matrices. J. Comput. Appl. Math. 237 (1) (2013)
Yanfei Kang, Kate Smith-Miles, Danijel Belusic
How to extract meaningful shapes from noisy time-series subsequences? CIDM (2013)
Kate Smith-Miles, Thomas T. Tan
Measuring algorithm footprints in instance space. IEEE Congress on Evolutionary Computation (2012)
Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler
Resilient Identity Crime Detection. IEEE Trans. Knowl. Data Eng. 24 (3) (2012)
Sverre Gunnersen, Kate Smith-Miles, Vincent C. S. Lee
Towards objective data selection in bankruptcy prediction. IEEE Congress on Evolutionary Computation (2012)
Qianqian Wu, Kate Smith-Miles, Tianhai Tian
A two-variable model for stochastic modelling of chemical events with multi-step reactions. BIBM (2012)
Kate Smith-Miles, Leo Lopes
Measuring instance difficulty for combinatorial optimization problems. Comput. Oper. Res. 39 (5) (2012)
Donald E. Brown, Fazel Famili, Gerhard Paass, Kate Smith-Miles, Lyn C. Thomas, Richard Weber, Ricardo Baeza-Yates, Cristián Bravo, Gaston L'Huillier, Sebastián Maldonado
Future trends in business analytics and optimization. Intell. Data Anal. 15 (6) (2011)
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang
Face Image Modeling by Multilinear Subspace Analysis With Missing Values. IEEE Trans. Syst. Man Cybern. Part B 41 (3) (2011)
Kate Smith-Miles, Jano I. van Hemert
Discovering the suitability of optimisation algorithms by learning from evolved instances. Ann. Math. Artif. Intell. 61 (2) (2011)
Shamsuddin N. Ladha, Kate Smith-Miles, Sharat Chandran
Projection defocus correction using adaptive kernel sampling and geometric correction in dual-planar environments. CVPR Workshops (2011)
Kate Smith-Miles, Leo Lopes
Generalising Algorithm Performance in Instance Space: A Timetabling Case Study. LION (2011)
Xin Geng, Kate Smith-Miles, Liang Wang, Ming Li, Qiang Wu
Context-aware fusion: A case study on fusion of gait and face for human identification in video. Pattern Recognit. 43 (10) (2010)
Clifton Phua, Vincent C. S. Lee, Kate Smith-Miles, Ross W. Gayler
A Comprehensive Survey of Data Mining-based Fraud Detection Research CoRR (2010)
Laura Villanova, Paolo Falcaro, Davide Carta, Irene Poli, Rob J. Hyndman, Kate Smith-Miles
Functionalization of microarray devices: Process optimization using a multiobjective PSO and multiresponse MARS modeling. IEEE Congress on Evolutionary Computation (2010)
Leo Lopes, Kate Smith-Miles
Pitfalls in Instance Generation for Udine Timetabling. LION (2010)
Kate Smith-Miles, Jano I. van Hemert, Xin Yu Lim
Understanding TSP Difficulty by Learning from Evolved Instances. LION (2010)
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou
Facial Age Estimation by Learning from Label Distributions. AAAI (2010)
Kate Smith-Miles, Rafiqul M. D. Islam
Meta-learning for data summarization based on instance selection method. IEEE Congress on Evolutionary Computation (2010)
Kate Smith-Miles
What Data Mining Can Discover From Your Face... No More Lying About Your Age! AusDM (2009)
Kate Smith-Miles, Ross J. W. James, John W. Giffin, Yiqing Tu
A Knowledge Discovery Approach to Understanding Relationships between Scheduling Problem Structure and Heuristic Performance. LION (2009)
Xin Geng, Kate Smith-Miles
Facial age estimation by multilinear subspace analysis. ICASSP (2009)
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang
Face image modeling by multilinear subspace analysis with missing values. ACM Multimedia (2009)
Clifton Phua, Ross W. Gayler, Vincent C. S. Lee, Kate Smith-Miles
On the communal analysis suspicion scoring for identity crime in streaming credit applications. Eur. J. Oper. Res. 195 (2) (2009)
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou
Facial age estimation by nonlinear aging pattern subspace. ACM Multimedia (2008)
Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles
Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions. IEEE Trans. Neural Networks 19 (8) (2008)
Kate Smith-Miles
Cross-disciplinary perspectives on meta-learning for algorithm selection. ACM Comput. Surv. 41 (1) (2008)
Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles
Correction to "Automatic Age Estimation Based on Facial Aging Patterns". IEEE Trans. Pattern Anal. Mach. Intell. 30 (2) (2008)
Eu-Gene Siew, Leonid Churilov, Kate Smith-Miles, Joachim P. Sturmberg
Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability. PAKDD (2008)
Xin Geng, Liang Wang, Ming Li, Qiang Wu, Kate Smith-Miles
Adaptive Fusion of Gait and Face for Human Identification in Video. WACV (2008)
Shawkat Ali, Kate Smith-Miles
On optimal degree selection for polynomial kernel with support vector machines: Theoretical and empirical investigations. Int. J. Knowl. Based Intell. Eng. Syst. 11 (1) (2007)
Kate Smith-Miles
Meta-Learning: From Classification to Forecasting, to Optimization, and Beyond. ACIS-ICIS (2007)
Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles
Automatic Age Estimation Based on Facial Aging Patterns. IEEE Trans. Pattern Anal. Mach. Intell. 29 (12) (2007)
Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate Smith-Miles
A novel Episodic Associative Memory model for enhanced classification accuracy. Pattern Recognit. Lett. 28 (10) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kate Smith-Miles