Kate Smith-Miles

113 papers A* 4A 2B 8C 2Misc 3Journal 68Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
A block-building constraint programming model for the container loading problem.
Comput. Oper. Res.
Chang Liu, Kate Smith-Miles, Tony Wauters, Alysson M. Costa
2025 J jnl
On the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis.
INFORMS J. Comput.
Vivek Katial, Kate Smith-Miles, Charles D. Hill, Lloyd C. L. Hollenberg
2024 J jnl
Characterising harmful data sources when constructing multi-fidelity surrogate models.
Artif. Intell.
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
2024 J jnl
Characterising harmful data sources when constructing multi-fidelity surrogate models.
CoRR
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
2024 — conf
Extending Instance Space Analysis to Algorithm Configuration Spaces.
GECCO Companion
Anthony Rasulo, Kate Smith-Miles, Mario A. Muñoz, Julia Handl, Manuel López-Ibáñez
2024 — conf
Instance Space Analysis and Item Response Theory for Algorithm Testing.
GECCO Companion
Kate Smith-Miles, Mario Andrés Muñoz, Sevvandi Kandanaarachchi
2024 J jnl
Instance space analysis for 2D bin packing mathematical models.
Eur. J. Oper. Res.
Chang Liu, Kate Smith-Miles, Tony Wauters, Alysson M. Costa
2024 J jnl
On the impact of initialisation strategies on Maximum Flow algorithm performance.
Comput. Oper. Res.
Hossein Alipour, Mario Andrés Muñoz, Kate Smith-Miles
2024 J jnl
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation.
Data Min. Knowl. Discov.
João Luiz Junho Pereira, Kate Smith-Miles, Mario Andrés Muñoz, Ana Carolina Lorena
2023 J jnl
An Efficient Transformer for Simultaneous Learning of BEV and Lane Representations in 3D Lane Detection.
CoRR
Ziye Chen, Kate Smith-Miles, Bo Du, Guoqi Qian, Mingming Gong
2023 J jnl
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory.
CoRR
Sevvandi Kandanaarachchi, Kate Smith-Miles
2023 J jnl
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory.
J. Mach. Learn. Res.
Sevvandi Kandanaarachchi, Kate Smith-Miles
2023 J jnl
Enhanced instance space analysis for the maximum flow problem.
Eur. J. Oper. Res.
Hossein Alipour, Mario Andrés Muñoz, Kate Smith-Miles
2023 A* conf
Generating Dynamic Kernels via Transformers for Lane Detection.
ICCV
Ziye Chen, Yu Liu, Mingming Gong, Bo Du, Guoqi Qian, Kate Smith-Miles
2023 J jnl
Instance Space Analysis for Algorithm Testing: Methodology and Software Tools.
ACM Comput. Surv.
Kate Smith-Miles, Mario Andrés Muñoz
2023 J jnl
Instance Space Analysis of Search-Based Software Testing.
CoRR
Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti
2023 J jnl
Instance Space Analysis of Search-Based Software Testing.
IEEE Trans. Software Eng.
Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti
2022 J jnl
Algorithm selection and instance space analysis for curriculum-based course timetabling.
J. Sched.
Arnaud De Coster, Nysret Musliu, Andrea Schaerf, Johannes Schoisswohl, Kate Smith-Miles
2022 J jnl
Analyzing randomness effects on the reliability of exploratory landscape analysis.
Nat. Comput.
Mario Andrés Muñoz, Michael Kirley, Kate Smith-Miles
2022 J jnl
Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances.
INFORMS J. Comput.
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
2022 — conf
Generating Diverse Clustering Datasets with Targeted Characteristics.
BRACIS (1)
Luiz Henrique dos Santos Fernandes, Kate Smith-Miles, Ana Carolina Lorena
2022 J jnl
Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis.
IEEE Trans. Evol. Comput.
Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles
2022 J jnl
Relating instance hardness to classification performance in a dataset: a visual approach.
Mach. Learn.
Pedro Yuri Arbs Paiva, Camila Castro Moreno, Kate Smith-Miles, Maria Gabriela Valeriano, Ana Carolina Lorena
2022 J jnl
Revisiting Facial Age Estimation With New Insights From Instance Space Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Kate Smith-Miles, Xin Geng
2021 J jnl
An Instance Space Analysis of Regression Problems.
ACM Trans. Knowl. Discov. Data
Mario Andrés Muñoz, Tao Yan, Matheus R. Leal, Kate Smith-Miles, Ana Carolina Lorena, Gisele L. Pappa, Rômulo Madureira Rodrigues
2021 J jnl
Anomaly Detection in High-Dimensional Data.
J. Comput. Graph. Stat.
Priyanga Dilini Talagala, Rob J. Hyndman, Kate Smith-Miles
2021 J jnl
Instance space analysis for a personnel scheduling problem.
Ann. Math. Artif. Intell.
Lucas Kletzander, Nysret Musliu, Kate Smith-Miles
2021 J jnl
On the diversity and robustness of parameterised multi-objective test suites.
Appl. Soft Comput.
Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles
2021 J jnl
PyHard: a novel tool for generating hardness embeddings to support data-centric analysis.
CoRR
Pedro Yuri Arbs Paiva, Kate Smith-Miles, Maria Gabriela Valeriano, Ana Carolina Lorena
2021 J jnl
Revisiting
Comput. Oper. Res.
Kate Smith-Miles, Jeffrey Christiansen, Mario Andrés Muñoz
2021 J jnl
Symmetry breaking of identical projects in the high-multiplicity RCPSP/max.
J. Oper. Res. Soc.
Steven J. Edwards, Davaatseren Baatar, Kate Smith-Miles, Andreas T. Ernst
2021 J jnl
Towards Understanding Clustering Problems and Algorithms: An Instance Space Analysis.
Algorithms
Luiz Henrique dos Santos Fernandes, Ana Carolina Lorena, Kate Smith-Miles
2020 J jnl
A transformation technique for the clustered generalized traveling salesman problem with applications to logistics.
Eur. J. Oper. Res.
Pouya Baniasadi, Mehdi Foumani, Kate Smith-Miles, Vladimir Ejov
2020 J jnl
Generating New Space-Filling Test Instances for Continuous Black-Box Optimization.
Evol. Comput.
Mario A. Muñoz, Kate Smith-Miles
2020 J jnl
Generation techniques for linear programming instances with controllable properties.
Math. Program. Comput.
Simon Bowly, Kate Smith-Miles, Davaatseren Baatar, Hans D. Mittelmann
2020 B conf
Instance Space Analysis of Combinatorial Multi-objective Optimization Problems.
CEC
Estefania Yap, Mario A. Muñoz, Kate Smith-Miles, Arnaud Liefooghe
2020 J jnl
On normalization and algorithm selection for unsupervised outlier detection.
Data Min. Knowl. Discov.
Sevvandi Kandanaarachchi, Mario A. Muñoz, Rob J. Hyndman, Kate Smith-Miles
2020 J jnl
Predicting solutions of large-scale optimization problems via machine learning: A case study in blood supply chain management.
Comput. Oper. Res.
Babak Abbasi, Toktam Babaei, Seyedeh Zahra Hosseinifard, Kate Smith-Miles, Maryam Dehghani
2020 J jnl
Stochastic optimization of two-machine flow shop robotic cells with controllable inspection times: From theory toward practice.
Robotics Comput. Integr. Manuf.
Mehdi Foumani, Ayaz Razeghi, Kate Smith-Miles
2019 J jnl
Anomaly Detection in High Dimensional Data.
CoRR
Priyanga Dilini Talagala, Rob J. Hyndman, Kate Smith-Miles
2019 A conf
Evolving stellar models to find the origins of our galaxy.
GECCO
Conrad Chan, Aldeida Aleti, Alexander Heger, Kate Smith-Miles
2019 — conf
Instance Space Analysis for Unsupervised Outlier Detection.
EDML@SDM
Sevvandi Kandanaarachchi, Mario A. Muñoz, Kate Smith-Miles
2019 — conf
Instance Spaces for Objective Assessment of Algorithms and Benchmark Test Suites.
EDML@SDM
Kate Smith-Miles
2018 J jnl
A cross-entropy method for optimising robotic automated storage and retrieval systems.
Int. J. Prod. Res.
Mehdi Foumani, Asghar Moeini, Michael Haythorpe, Kate Smith-Miles
2018 J jnl
A heuristic algorithm for finding cost-effective solutions to real-world school bus routing problems.
J. Discrete Algorithms
Rhyd Lewis, Kate Smith-Miles
2018 J jnl
Instance spaces for machine learning classification.
Mach. Learn.
Mario A. Muñoz, Laura Villanova, Davaatseren Baatar, Kate Smith-Miles
2018 B conf
Integrating Game Theory and Data Mining for Dynamic Distribution of Police to Combat Crime.
WI
Carolina Segovia, Kate Smith-Miles
2018 J jnl
Mapping the Effectiveness of Automated Test Suite Generation Techniques.
IEEE Trans. Reliab.
Carlos Oliveira, Aldeida Aleti, Lars Grunske, Kate Smith-Miles
2017 J jnl
A framework for stochastic scheduling of two-machine robotic rework cells with in-process inspection system.
Comput. Ind. Eng.
Mehdi Foumani, Kate Smith-Miles, Indra Gunawan, Asghar Moeini
2017 J jnl
Dynamic algorithm selection for pareto optimal set approximation.
J. Glob. Optim.
Ingrida Steponavice, Rob J. Hyndman, Kate Smith-Miles, Laura Villanova
2017 — conf
Generating custom classification datasets by targeting the instance space.
GECCO (Companion)
Mario A. Muñoz, Kate Smith-Miles
2017 J jnl
Increasing Throughput for a Class of Two-Machine Robotic Cells Served by a Multifunction Robot.
IEEE Trans Autom. Sci. Eng.
Mehdi Foumani, Indra Gunawan, Kate Smith-Miles
2017 — conf
Non-parametric model of the space of continuous black-box optimization problems.
GECCO (Companion)
Mario A. Muñoz, Kate Smith-Miles
2017 J jnl
Scheduling of two-machine robotic rework cells: In-process, post-process and in-line inspection scenarios.
Robotics Auton. Syst.
Mehdi Foumani, Kate Smith-Miles, Indra Gunawan
2017 C conf
The School Bus Routing Problem: An Analysis and Algorithm.
IWOCA
Rhydian Lewis, Kate Smith-Miles, Kyle Phillips
2016 — ch.
On Sampling Methods for Costly Multi-Objective Black-Box Optimization.
Advances in Stochastic and Deterministic Global Optimization
Ingrida Steponavice, Mojdeh Shirazi-Manesh, Rob J. Hyndman, Kate Smith-Miles, Laura Villanova
2016 J jnl
Realistic Projection on Casual Dual-Planar Surfaces with Global Illumination Compensation.
Int. J. Image Graph.
Shamsuddin N. Ladha, Kate Smith-Miles, Sharat Chandran
2015 B conf
Effects of function translation and dimensionality reduction on landscape analysis.
CEC
Mario A. Muñoz, Kate Smith-Miles
2015 J jnl
Generating new test instances by evolving in instance space.
Comput. Oper. Res.
Kate Smith-Miles, Simon Bowly
2015 — ch.
Incremental Learning.
Encyclopedia of Biometrics
Xin Geng, Kate Smith-Miles
2015 J jnl
Notes on Feasibility and Optimality Conditions of Small-Scale Multifunction Robotic Cell Scheduling Problems With Pickup Restrictions.
IEEE Trans. Ind. Informatics
Mehdi Foumani, Indra Gunawan, Kate Smith-Miles, M. Yousef Ibrahim
2015 — conf
Resolution of deadlocks in a robotic cell scheduling problem with post-process inspection system: Avoidance and recovery scenarios.
IEEM
Mehdi Foumani, Indra Gunawan, Kate Smith-Miles
2014 J jnl
Approximate Bayesian computation schemes for parameter inference of discrete stochastic models using simulated likelihood density.
BMC Bioinform.
Qianqian Wu, Kate Smith-Miles, Tianhai Tian
2014 — conf
Efficient Identification of the Pareto Optimal Set.
LION
Ingrida Steponavice, Rob J. Hyndman, Kate Smith-Miles, Laura Villanova
2014 J jnl
Exploring the role of graph spectra in graph coloring algorithm performance.
Discret. Appl. Math.
Kate Smith-Miles, Davaatseren Baatar
2014 J jnl
Mathematical modeling of GATA-switching for regulating the differentiation of hematopoietic stem cell.
BMC Syst. Biol.
Tianhai Tian, Kate Smith-Miles
2014 J jnl
Towards objective measures of algorithm performance across instance space.
Comput. Oper. Res.
Kate Smith-Miles, Davaatseren Baatar, Brendan Wreford, Rhyd Lewis
2013 — conf
Approximate Bayesian computation for estimating rate constants in biochemical reaction systems.
BIBM
Qianqian Wu, Kate Smith-Miles, Tianhai Tian
2013 J jnl
Generating Applicable Synthetic Instances for Branch Problems.
Oper. Res.
Leo Lopes, Kate Smith-Miles
2013 C conf
How to extract meaningful shapes from noisy time-series subsequences?
CIDM
Yanfei Kang, Kate Smith-Miles, Danijel Belusic
2013 J jnl
On the optimization of Gegenbauer operational matrix of integration.
Adv. Comput. Math.
Kareem T. Elgindy, Kate Smith-Miles
2013 — ch.
Predicting Metaheuristic Performance on Graph Coloring Problems Using Data Mining.
Hybrid Metaheuristics
Kate Smith-Miles, Brendan Wreford, Leo Lopes, Nur Insani
2013 J jnl
Solving boundary value problems, integral, and integro-differential equations using Gegenbauer integration matrices.
J. Comput. Appl. Math.
Kareem T. Elgindy, Kate Smith-Miles
2013 J jnl
Stochastic modelling of biochemical systems of multi-step reactions using a simplified two-variable model.
BMC Syst. Biol.
Qianqian Wu, Kate Smith-Miles, Tianshou Zhou, Tianhai Tian
2012 — conf
A two-variable model for stochastic modelling of chemical events with multi-step reactions.
BIBM
Qianqian Wu, Kate Smith-Miles, Tianhai Tian
2012 B conf
Measuring algorithm footprints in instance space.
IEEE Congress on Evolutionary Computation
Kate Smith-Miles, Thomas T. Tan
2012 J jnl
Measuring instance difficulty for combinatorial optimization problems.
Comput. Oper. Res.
Kate Smith-Miles, Leo Lopes
2012 J jnl
Resilient Identity Crime Detection.
IEEE Trans. Knowl. Data Eng.
Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler
2012 B conf
Towards objective data selection in bankruptcy prediction.
IEEE Congress on Evolutionary Computation
Sverre Gunnersen, Kate Smith-Miles, Vincent C. S. Lee
2011 J jnl
Discovering the suitability of optimisation algorithms by learning from evolved instances.
Ann. Math. Artif. Intell.
Kate Smith-Miles, Jano I. van Hemert
2011 — ch.
Exploratory Data Analysis.
International Encyclopedia of Statistical Science
Kate Smith-Miles
2011 J jnl
Face Image Modeling by Multilinear Subspace Analysis With Missing Values.
IEEE Trans. Syst. Man Cybern. Part B
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang
2011 J jnl
Future trends in business analytics and optimization.
Intell. Data Anal.
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
2011 — conf
Generalising Algorithm Performance in Instance Space: A Timetabling Case Study.
LION
Kate Smith-Miles, Leo Lopes
2011 — conf
Projection defocus correction using adaptive kernel sampling and geometric correction in dual-planar environments.
CVPR Workshops
Shamsuddin N. Ladha, Kate Smith-Miles, Sharat Chandran
2010 J jnl
A Comprehensive Survey of Data Mining-based Fraud Detection Research
CoRR
Clifton Phua, Vincent C. S. Lee, Kate Smith-Miles, Ross W. Gayler
2010 J jnl
Context-aware fusion: A case study on fusion of gait and face for human identification in video.
Pattern Recognit.
Xin Geng, Kate Smith-Miles, Liang Wang, Ming Li, Qiang Wu
2010 A* conf
Facial Age Estimation by Learning from Label Distributions.
AAAI
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou
2010 B conf
Functionalization of microarray devices: Process optimization using a multiobjective PSO and multiresponse MARS modeling.
IEEE Congress on Evolutionary Computation
Laura Villanova, Paolo Falcaro, Davide Carta, Irene Poli, Rob J. Hyndman, Kate Smith-Miles
2010 B conf
Meta-learning for data summarization based on instance selection method.
IEEE Congress on Evolutionary Computation
Kate Smith-Miles, Md. Rafiqul Islam
2010 — conf
Pitfalls in Instance Generation for Udine Timetabling.
LION
Leo Lopes, Kate Smith-Miles
2010 — conf
Understanding TSP Difficulty by Learning from Evolved Instances.
LION
Kate Smith-Miles, Jano I. van Hemert, Xin Yu Lim
2009 — conf
A Knowledge Discovery Approach to Understanding Relationships between Scheduling Problem Structure and Heuristic Performance.
LION
Kate Smith-Miles, Ross J. W. James, John W. Giffin, Yiqing Tu
2009 A* conf
Face image modeling by multilinear subspace analysis with missing values.
ACM Multimedia
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang
2009 Misc conf
Facial age estimation by multilinear subspace analysis.
ICASSP
Xin Geng, Kate Smith-Miles
2009 — ch.
Incremental Learning.
Encyclopedia of Biometrics
Xin Geng, Kate Smith-Miles
2009 J jnl
On the communal analysis suspicion scoring for identity crime in streaming credit applications.
Eur. J. Oper. Res.
Clifton Phua, Ross W. Gayler, Vincent C. S. Lee, Kate Smith-Miles
2009 — ch.
The Personal Name Problem and a Data Mining Solution.
Encyclopedia of Data Warehousing and Mining
Clifton Phua, Vincent C. S. Lee, Kate Smith-Miles
2009 Misc conf
What Data Mining Can Discover From Your Face... No More Lying About Your Age!
AusDM
Kate Smith-Miles
2008 A conf
Adaptive Fusion of Gait and Face for Human Identification in Video.
WACV
Xin Geng, Liang Wang, Ming Li, Qiang Wu, Kate Smith-Miles
2008 J jnl
Correction to "Automatic Age Estimation Based on Facial Aging Patterns".
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles
2008 J jnl
Cross-disciplinary perspectives on meta-learning for algorithm selection.
ACM Comput. Surv.
Kate Smith-Miles
2008 A* conf
Facial age estimation by nonlinear aging pattern subspace.
ACM Multimedia
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou
2008 J jnl
Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions.
IEEE Trans. Neural Networks
Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles
2008 B conf
Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability.
PAKDD
Eu-Gene Siew, Leonid Churilov, Kate Smith-Miles, Joachim P. Sturmberg
2007 J jnl
A novel Episodic Associative Memory model for enhanced classification accuracy.
Pattern Recognit. Lett.
Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate Smith-Miles
2007 Misc conf
Adaptive Spike Detection for Resilient Data Stream Mining.
AusDM
Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler
2007 J jnl
Automatic Age Estimation Based on Facial Aging Patterns.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles
2007 — conf
Meta-Learning: From Classification to Forecasting, to Optimization, and Beyond.
ACIS-ICIS
Kate Smith-Miles
2007 J jnl
On optimal degree selection for polynomial kernel with support vector machines: Theoretical and empirical investigations.
Int. J. Knowl. Based Intell. Eng. Syst.
Shawkat Ali, Kate Smith-Miles
2006 — conf
Clustering Massive High Dimensional Data with Dynamic Feature Maps.
ICONIP (2)
Rasika Amarasiri, Damminda Alahakoon, Kate Smith-Miles
2006 — conf
Communal Detection of Implicit Personal Identity Streams.
ICDM Workshops
Clifton Phua, Ross W. Gayler, Kate Smith-Miles, Vincent C. S. Lee
2006 — conf
Fuzzy-neuro Web-Based Multilingual Knowledge Management.
FSKD
Rowena Chau, Chung-Hsing Yeh, Kate Smith-Miles