| 2026 | GECCO | Constructing Streams of Optimization Instances for Benchmarking Algorithm Selection and Configuration Approaches in Streaming Scenarios. | Margherita Battistotti, Manuel Lpez-Ibez, Kate Smith-Miles, Julia Handl, Mario Andrs Muoz |
| 2026 | GECCO | An Efficient Hybrid Racing Method for Portfolio Configuration. | Anthony Rasulo, Manuel Lpez-Ibez, Julia Handl, Mario Andrs Muoz, Kate Smith-Miles |
| 2024 | GECCO | Extending Instance Space Analysis to Algorithm Configuration Spaces. | Anthony Rasulo, Kate Smith-Miles, Mario A. Muoz, Julia Handl, Manuel Lpez-Ibez |
| 2024 | GECCO | Instance Space Analysis and Item Response Theory for Algorithm Testing. | Kate Smith-Miles, Mario Andrs Muoz, Sevvandi Kandanaarachchi |
| 2023 | ICCV | Generating Dynamic Kernels via Transformers for Lane Detection. | Ziye Chen, Yu Liu, Mingming Gong, Bo Du, Guoqi Qian, Kate Smith-Miles |
| 2020 | CEC | Instance Space Analysis of Combinatorial Multi-objective Optimization Problems. | Estefania Yap, Mario A. Muoz, Kate Smith-Miles, Arnaud Liefooghe |
| 2019 | GECCO | Evolving stellar models to find the origins of our galaxy. | Conrad Chan, Aldeida Aleti, Alexander Heger, Kate Smith-Miles |
| 2019 | SDM | Instance Space Analysis for Unsupervised Outlier Detection. | Sevvandi Kandanaarachchi, Mario A. Muoz, Kate Smith-Miles |
| 2019 | SDM | Instance Spaces for Objective Assessment of Algorithms and Benchmark Test Suites. | Kate Smith-Miles |
| 2017 | GECCO | Non-parametric model of the space of continuous black-box optimization problems. | Mario A. Muoz, Kate Smith-Miles |
| 2017 | GECCO | Generating custom classification datasets by targeting the instance space. | Mario A. Muoz, Kate Smith-Miles |
| 2017 | IWOCA | The School Bus Routing Problem: An Analysis and Algorithm. | Rhydian Lewis, Kate Smith-Miles, Kyle Phillips |
| 2015 | CEC | Effects of function translation and dimensionality reduction on landscape analysis. | Mario A. Muoz, Kate Smith-Miles |
| 2013 | CIDM | How to extract meaningful shapes from noisy time-series subsequences? | Yanfei Kang, Kate Smith-Miles, Danijel Belusic |
| 2012 | CEC | Towards objective data selection in bankruptcy prediction. | Sverre Gunnersen, Kate Smith-Miles, Vincent C. S. Lee |
| 2012 | CEC | Measuring algorithm footprints in instance space. | Kate Smith-Miles, Thomas T. Tan |
| 2011 | CVPR | Projection defocus correction using adaptive kernel sampling and geometric correction in dual-planar environments. | Shamsuddin N. Ladha, Kate Smith-Miles, Sharat Chandran |
| 2010 | AAAI | Facial Age Estimation by Learning from Label Distributions. | Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou |
| 2010 | CEC | Meta-learning for data summarization based on instance selection method. | Kate Smith-Miles, Md. Rafiqul Islam |
| 2010 | CEC | Functionalization of microarray devices: Process optimization using a multiobjective PSO and multiresponse MARS modeling. | Laura Villanova, Paolo Falcaro, Davide Carta, Irene Poli, Rob J. Hyndman, Kate Smith-Miles |
| 2009 | AusDM | What Data Mining Can Discover From Your Face... No More Lying About Your Age! | Kate Smith-Miles |
| 2009 | ICASSP | Facial age estimation by multilinear subspace analysis. | Xin Geng, Kate Smith-Miles |
| 2008 | PAKDD | Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability. | Eu-Gene Siew, Leonid Churilov, Kate Smith-Miles, Joachim P. Sturmberg |
| 2008 | WACV | Adaptive Fusion of Gait and Face for Human Identification in Video. | Xin Geng, Liang Wang, Ming Li, Qiang Wu, Kate Smith-Miles |
| 2007 | AusDM | Adaptive Spike Detection for Resilient Data Stream Mining. | Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler |
| 2006 | ICDM | Communal Detection of Implicit Personal Identity Streams. | Clifton Phua, Ross W. Gayler, Kate Smith-Miles, Vincent C. S. Lee |
| 2006 | ICONIP | Clustering Massive High Dimensional Data with Dynamic Feature Maps. | Rasika Amarasiri, Damminda Alahakoon, Kate Smith-Miles |