Kate Smith-Miles

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An analysis of customer retention and insurance claim patterns using data mining: a case study

Kate Smith-Miles, Robert J. Willis, Malcolm Brooks, 2000, J. Oper. Res. Soc..

Instance Spaces for Objective Assessment of Algorithms and Benchmark Test Suites

Kate Smith-Miles, 2019, EDML@SDM.

A Data Mining Architecture for Clustered Environments

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2002, PARA.

Generation techniques for linear programming instances with controllable properties

Kate Smith-Miles, Hans D. Mittelmann, Simon Bowly, 2019, Mathematical Programming Computation.

The impact of various carbon reduction policies on green flowshop scheduling

Kate Smith-Miles, Mehdi Foumani, K. Smith‐Miles, 2019, Applied Energy.

Early classification of spatio-temporal events using partial information

Kate Smith-Miles, Sevvandi Kandanaarachchi, Rob J Hyndman, 2020, PloS one.

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

Babak Abbasi, Kate Smith-Miles, Zahra Hosseinifard, 2020, Comput. Oper. Res..

Matching Data Mining Algorithm Suitability to Data Characteristics Using a Self-Organizing Map

Victor Ciesielski, Kate Smith-Miles, Frederick Woo, 2001, HIS.

Facial age estimation by nonlinear aging pattern subspace

Zhi-Hua Zhou, Kate Smith-Miles, Xin Geng, 2008, ACM Multimedia.

Parametric Optimization in Data Mining Incorporated with GA-Based Search

Kate Smith-Miles, David Taniar, Ling Tan, 2002, International Conference on Computational Science.

Redundant association rules reduction techniques

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2007, Int. J. Bus. Intell. Data Min..

Network and information security: A computational intelligence approach: Special Issue of Journal of Network and Computer Applications

Lakhmi C. Jain, Ajith Abraham, Kate Smith-Miles, 2007, J. Netw. Comput. Appl..

Adaptive Fusion of Gait and Face for Human Identification in Video

Kate Smith-Miles, Qiang Wu, Ming Li, 2008, 2008 IEEE Workshop on Applications of Computer Vision.

Towards objective measures of algorithm performance across instance space

Kate Smith-Miles, Rhyd Lewis, Davaatseren Baatar, 2014, Comput. Oper. Res..

Automatic parameter selection for polynomial kernel

Kate Smith-Miles, Shawkat Ali, K. Smith‐Miles, 2003, Proceedings Fifth IEEE Workshop on Mobile Computing Systems and Applications.

HDGSOM: a modified growing self-organizing map for high dimensional data clustering

Kate Smith-Miles, Rasika Amarasiri, Damminda Alahakoon, 2004, Fourth International Conference on Hybrid Intelligent Systems (HIS'04).

Modelling the Effect of Premium Changes on Motor Insurance Customer Retention Rates Using Neural Networks

Kate Smith-Miles, Malcolm Brooks, Ai Cheo Yeo, 2001, International Conference on Computational Science.

Genetic Line Search

Sebastián Lozano, Fernando Guerrero, Kate Smith-Miles, 2001, International Conference on Computational Science.

A clustering algorithm based on an estimated distribution model

Kate Smith-Miles, David Taniar, Ling Tan, 2005, Int. J. Bus. Intell. Data Min..

Parallel Fuzzy c-Means Clustering for Large Data Sets

Sebastián Lozano, Kate Smith-Miles, David Taniar, 2002, Euro-Par.

Imaging Spectroscopy

Alessandro Neri, Arun Ross, Qionghai Dai, 2009, Encyclopedia of Biometrics.

A Survey on Age Estimation Techniques

Xilin Chen, Yun, Shuicheng Yan, 2017 .

Cash flow forecasting using supervised and unsupervised neural networks

Kate Smith-Miles, Larisa Lokmic, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

A Knowledge Discovery Approach to Understanding Relationships between Scheduling Problem Structure and Heuristic Performance

Ross J. W. James, Kate Smith-Miles, John W. Giffin, 2009, LION.

Soft Computing Paradigms for Web Access Pattern Analysis

Xiaozhe Wang, Ajith Abraham, Kate Smith-Miles, 2002, FSKD.

Distance-driven Fusion of Gait and Face for Human Identification in Video

Kate Smith-Miles, Qiang Wu, Ming Li, 2007 .

Generalising Algorithm Performance in Instance Space: A Timetabling Case Study

Kate Smith-Miles, Leo Lopes, K. Smith‐Miles, 2011, LION.

Approximate Bayesian computation for estimating rate constants in biochemical reaction systems

Kate Smith-Miles, Tianhai Tian, Qianqian Wu, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

FPGA based implementation of a Hopfield neural network for solving constraint satisfaction problems

David Abramson, Kate Smith-Miles, David J. Duke, 1998, Proceedings. 24th EUROMICRO Conference (Cat. No.98EX204).

Performance Analysis of Continuous Black-Box Optimization Algorithms via Footprints in Instance Space

Kate Smith-Miles, Mario A. Muñoz, Mario Andrés Muñoz, 2016, Evolutionary Computation.

Projection defocus correction using adaptive kernel sampling and geometric correction in dual-planar environments

Kate Smith-Miles, Shamsuddin N. Ladha, S. Chandran, 2011, CVPR 2011 WORKSHOPS.

The Personal Name Problem and a Data Mining Solution

Kate Smith-Miles, Vincent Cheng-Siong Lee, Clifton Phua, 2009, Encyclopedia of Data Warehousing and Mining.

Neural techniques for combinatorial optimization with applications

Marimuthu Palaniswami, Kate Smith-Miles, Mohan Krishnamoorthy, 1998, IEEE Trans. Neural Networks.

Face Image Modeling by Multilinear Subspace Analysis With Missing Values

Zhi-Hua Zhou, Kate Smith-Miles, Xin Geng, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

On chaotic simulated annealing

Kate Smith-Miles, Lipo Wang, Lipo Wang, 1998, IEEE Trans. Neural Networks.

Exploratory data analysis

Kate Smith-Miles, 2011 .

Fuzzy-neuro Web-Based Multilingual Knowledge Management

Chung-Hsing Yeh, Rowena Chau, Kate Smith-Miles, 2006, FSKD.

A novel Episodic Associative Memory model for enhanced classification accuracy

Kate Smith-Miles, Leelani Kumari Wickramasinghe, Damminda Alahakoon, 2007, Pattern Recognit. Lett..

Predicting Metaheuristic Performance on Graph Coloring Problems Using Data Mining

Kate Smith-Miles, Brendan Wreford, Leo Lopes, 2013, Hybrid Metaheuristics.

Scheduling of two-machine robotic rework cells: In-process, post-process and in-line inspection scenarios

Kate Smith-Miles, Mehdi Foumani, Indra Gunawan, 2017, Robotics Auton. Syst..

Predicting Bad Credit Risk: An Evolutionary Approach

Susan E. Bedingfield, Kate Smith-Miles, 2003, ICANN.

Discovering the suitability of optimisation algorithms by learning from evolved instances

Jano I. van Hemert, Kate Smith-Miles, K. Smith‐Miles, 2011, Annals of Mathematics and Artificial Intelligence.

How to extract meaningful shapes from noisy time-series subsequences?

Kate Smith-Miles, Yanfei Kang, Danijel Belusic, 2013, 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).

Measuring algorithm footprints in instance space

Kate Smith-Miles, Thomas T. Tan, K. Smith‐Miles, 2012, 2012 IEEE Congress on Evolutionary Computation.

A Comparison of Supervised and Unsupervised Learning Approaches to ISO-Resource Grouping for Acute Healthcare in Australia

Leonid Churilov, Kate Smith-Miles, Eu-Gene Siew, 2002, FSKD.

PPDAM: Privacy-Preserving Distributed Association-Rule-Mining Algorithm

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2005, Int. J. Intell. Inf. Technol..

HDGSOMr: a high dimensional growing self-organizing map using randomness for efficient Web and text mining

Kate Smith-Miles, Rasika Amarasiri, Malin Premaratne, 2005, The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05).

What Data Mining Can Discover From Your Face... No More Lying About Your Age!

Kate Smith-Miles, 2009, AusDM.

Pitfalls in Instance Generation for Udine Timetabling

Kate Smith-Miles, Leo Lopes, 2010, LION.

Web page clustering using a self-organizing map of user navigation patterns

Kate Smith-Miles, Alan Ng, K. Smith‐Miles, 2003, Decis. Support Syst..

Web Traffic Mining Using a Concurrent Neuro-Fuzzy Approach

Xiaozhe Wang, Ajith Abraham, Kate Smith-Miles, 2002, HIS.

Ontology Learning from Text: A Soft Computing Paradigm

Chung-Hsing Yeh, Rowena Chau, Kate Smith-Miles, 2006, ICONIP.

Improved Support Vector Machine Generalization Using Normalized Input Space

Kate Smith-Miles, Shawkat Ali, 2006, Australian Conference on Artificial Intelligence.

A new parallel genetic algorithm

David Taniar, Kate Smith-Miles, Ling Tan, 2002, Proceedings International Symposium on Parallel Architectures, Algorithms and Networks. I-SPAN'02.

A New Approach of Eliminating Redundant Association Rules

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2004, DEXA.

Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different Doctor-Patient Stability

Leonid Churilov, Kate Smith-Miles, Eu-Gene Siew, 2008, PAKDD.

Fast, accurate, and small-scale direct trajectory optimization using a Gegenbauer transcription method

Kate Smith-Miles, Kareem T. Elgindy, K. Smith‐Miles, 2013, J. Comput. Appl. Math..

An Efficient Compression Technique for Frequent Itemset Generation in Association Rule Mining

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2005, PAKDD.

Cross-disciplinary perspectives on meta-learning for algorithm selection

Kate Smith-Miles, K. Smith‐Miles, 2009, CSUR.

Meta-learning for data summarization based on instance selection method

Kate Smith-Miles, Rafiqul M. D. Islam, K. Smith‐Miles, 2010, IEEE Congress on Evolutionary Computation.

Realistic Projection on Casual Dual-Planar Surfaces with Global Illumination Compensation

Kate Smith-Miles, Sharat Chandran, Shamsuddin N. Ladha, 2016, Int. J. Image Graph..

Communal Detection of Implicit Personal Identity Streams

Kate Smith-Miles, Vincent Cheng-Siong Lee, Ross W. Gayler, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

A Personalized Multilingual Web Content Miner: PMWeb Miner

Chung-Hsing Yeh, Rowena Chau, Kate Smith-Miles, 2005, ICCSA.

Instance space analysis for a personnel scheduling problem

Nysret Musliu, Kate Smith-Miles, Lucas Kletzander, 2020, Annals of Mathematics and Artificial Intelligence.

Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions

Zhi-Hua Zhou, Kate Smith-Miles, Xin Geng, 2008, IEEE Transactions on Neural Networks.

Instance Space Analysis for Unsupervised Outlier Detection

Kate Smith-Miles, Mario A. Muñoz, Sevvandi Kandanaarachchi, 2019, EDML@SDM.

A mathematical programming approach to optimise insurance premium pricing within a data mining framework

Kate Smith-Miles, Robert J. Willis, Malcolm Brooks, 2002, J. Oper. Res. Soc..

Temporal Representation in Spike Detection of Sparse Personal Identity Streams

Kate Smith-Miles, Vincent Cheng-Siong Lee, Ross W. Gayler, 2006, WISI.

Clustering Massive High Dimensional Data with Dynamic Feature Maps

Kate Smith-Miles, Rasika Amarasiri, Damminda Alahakoon, 2006, ICONIP.

Facial age estimation by multilinear subspace analysis

Kate Smith-Miles, Xin Geng, K. Smith‐Miles, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Visualising forecasting algorithm performance using time series instance spaces

Kate Smith-Miles, Rob J. Hyndman, Yanfei Kang, 2017 .

Exploratory Data Analysis

Kate Smith-Miles, K. Smith‐Miles, 2011, International Encyclopedia of Statistical Science.

A DTD for an XML-Based Mathematical Modeling Language

Sebastián Lozano, Kate Smith-Miles, Juan José Domínguez-Jiménez, 2003, International Conference on Computational Science.

On the communal analysis suspicion scoring for identity crime in streaming credit applications

Kate Smith-Miles, Vincent Cheng-Siong Lee, Ross W. Gayler, 2009, Eur. J. Oper. Res..

Increasing Throughput for a Class of Two-Machine Robotic Cells Served by a Multifunction Robot

Kate Smith-Miles, Mehdi Foumani, Indra Gunawan, 2017, IEEE Transactions on Automation Science and Engineering.

A meta-learning approach to automatic kernel selection for support vector machines

Kate Smith-Miles, Shawkat Ali, K. Smith‐Miles, 2006, Neurocomputing.

On normalization and algorithm selection for unsupervised outlier detection

Kate Smith-Miles, Mario A. Muñoz, Rob J. Hyndman, 2019, Data Mining and Knowledge Discovery.

A Taxonomy for Inter-Model Parallelism in High Performance Data Mining

Kate Smith-Miles, David Taniar, Ling Tan, 2002, ICEIS.

Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation

Kate Smith-Miles, Terence Kwok, 2001, IWANN.

Image Formation Process

Arun Ross, Qionghai Dai, Kin-Man Lam, 2009, Encyclopedia of Biometrics.

Revisiting Facial Age Estimation With New Insights From Instance Space Analysis

Kate Smith-Miles, Xin Geng, K. Smith‐Miles, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Clustering Web User Interests Using Self Organising Maps

Xiaozhe Wang, Kate Smith-Miles, 2002, HIS.

Characteristic-Based Clustering for Time Series Data

Xiaozhe Wang, Kate Smith-Miles, Rob J. Hyndman, 2006, Data Mining and Knowledge Discovery.

Data Mining with Combined Use of Optimization Techniques and Self-Organizing Maps for Improving Risk Grouping Rules: Application to Prostate Cancer Patients

Leonid Churilov, Kate Smith-Miles, Adil M. Bagirov, 2005, J. Manag. Inf. Syst..

Notes on Feasibility and Optimality Conditions of Small-Scale Multifunction Robotic Cell Scheduling Problems With Pickup Restrictions

Kate Smith-Miles, Mehdi Foumani, M. Yousef Ibrahim, 2015, IEEE Transactions on Industrial Informatics.

Visualising the diversity of benchmark instances and generating new test instances to elicit insights into algorithm performance

Kate Smith-Miles, 2014 .

Exploring the role of graph spectra in graph coloring algorithm performance

Kate Smith-Miles, Davaatseren Baatar, 2014, Discret. Appl. Math..

Continuous Function Optimisation via Gradient Descent on a Neural Network Approximation Function

Jatinder N. D. Gupta, Kate Smith-Miles, J. Gupta, 2001, IWANN.

Context-aware fusion: A case study on fusion of gait and face for human identification in video

Kate Smith-Miles, Qiang Wu, Ming Li, 2010, Pattern Recognit..

Integrating AI and Data Mining

Kok-Leong Ong, Kate Smith-Miles, Wee Keong Ng, 2006 .

Meta-Learning: From Classification to Forecasting, to Optimization, and Beyond

Kate Smith-Miles, 2007, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007).

Resilient Identity Crime Detection

Kate Smith-Miles, Vincent Cheng-Siong Lee, Ross W. Gayler, 2012, IEEE Transactions on Knowledge and Data Engineering.

Computation of meta-learning classifiers in distributed data mining using a novel cognitive memory model

Kate Smith-Miles, Leelani Kumari Wickramasinghe, Damminda Alahakoon, 2005, IEEE/WIC/ACM International Conference on Intelligent Agent Technology.

Determining the Validity of Clustering for Data Fusion

Kate Smith-Miles, Peter van der Putten, Sheldon Chuan, 2001, HIS.

Neural Networks for Combinatorial Optimization: A Review of More Than a Decade of Research

Kate Smith-Miles, K. Smith‐Miles, 1999, INFORMS J. Comput..

A Data Mining Architecture for Distributed Environments

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2002, IICS.

A unified framework for chaotic neural-network approaches to combinatorial optimization

Kate Smith-Miles, Terence Kwok, K. Smith‐Miles, 1999, IEEE Trans. Neural Networks.

A Comparison of GRASP and an Exact Method for Solving a Production and Delivery Scheduling Problem

Sebastián Lozano, Fernando Guerrero, Kate Smith-Miles, 2001, HIS.

Dynamic algorithm selection for pareto optimal set approximation

Kate Smith-Miles, Rob J. Hyndman, Rob J Hyndman, 2017, J. Glob. Optim..

Incremental Learning

Xin Geng, Kate Smith-Miles, K. Smith‐Miles, 2009, Encyclopedia of Biometrics.

FOM: A Framework for Metaheuristic Optimization

Fernando Guerrero, Kate Smith-Miles, Jesús Racero, 2003, International Conference on Computational Science.

Understanding TSP Difficulty by Learning from Evolved Instances

Jano I. van Hemert, Kate Smith-Miles, Xin Yu Lim, 2010, LION.

A framework for stochastic scheduling of two-machine robotic rework cells with in-process inspection system

Kate Smith-Miles, Mehdi Foumani, Asghar Moeini, 2017, Comput. Ind. Eng..

Fusion of face and voice for automatic human age estimation

Kate Smith-Miles, Xin Geng, Erqing Fang, 2011, ICCD 2011.

Mapping the Effectiveness of Automated Test Suite Generation Techniques

Lars Grunske, Kate Smith-Miles, Aldeida Aleti, 2018, IEEE Transactions on Reliability.

On the optimization of Gegenbauer operational matrix of integration

Kate Smith-Miles, Kareem T. Elgindy, 2013, Adv. Comput. Math..

Integrating Game Theory and Data Mining for Dynamic Distribution of Police to Combat Crime

Kate Smith-Miles, Carolina Segovia, 2018, 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI).

Instance spaces for machine learning classification

Kate Smith-Miles, Mario A. Muñoz, Davaatseren Baatar, 2017, Machine Learning.

Anomaly Detection in High-Dimensional Data pdf

Kate Smith-Miles, Rob J. Hyndman, Rob J Hyndman, 2019, J. Comput. Graph. Stat..

Personalized Multilingual Web Content Mining

Chung-Hsing Yeh, Rowena Chau, Kate Smith-Miles, 2004, KES.

A Comprehensive Survey of Data Mining-based Fraud Detection Research pdf

Kate Smith-Miles, Vincent Cheng-Siong Lee, Ross W. Gayler, 2010, ArXiv.

A heuristic algorithm for finding cost-effective solutions to real-world school bus routing problems

Kate Smith-Miles, Rhyd Lewis, K. Smith‐Miles, 2018, J. Discrete Algorithms.

Maximum-entropy estimated distribution model for classification problems

Kate Smith-Miles, David Taniar, Ling Tan, 2006, Int. J. Hybrid Intell. Syst..

Generating custom classification datasets by targeting the instance space

Kate Smith-Miles, Mario A. Muñoz, Mario Andrés Muñoz, 2017, GECCO.

On Sampling Methods for Costly Multi-Objective Black-Box Optimization

Kate Smith-Miles, Rob J. Hyndman, Rob J Hyndman, 2016, Advances in Stochastic and Deterministic Global Optimization.

Solving boundary value problems, integral, and integro-differential equations using Gegenbauer integration matrices

Kate Smith-Miles, Kareem T. Elgindy, K. Smith‐Miles, 2013, J. Comput. Appl. Math..

Special Issue on Business Analytics and Intelligent Optimization

Richard Weber, Kate Smith-Miles, 2014, Intell. Data Anal..

Experimental analysis of chaotic neural network models for combinatorial optimization under a unifying framework

Kate Smith-Miles, Terence Kwok, K. Smith‐Miles, 2000, Neural Networks.

Artificial Neural Networks for Combinatorial Optimization

Kate Smith-Miles, Jean-Yves Potvin, J. Potvin, 2003, Handbook of Metaheuristics.

ODAM: An optimized distributed association rule mining algorithm

David Taniar, Kate Smith-Miles, Mafruz Zaman Ashrafi, 2004, IEEE Distributed Systems Online.

Optimization via Intermittency with a Self-Organizing Neural Network

Kate Smith-Miles, Terence Kwok, K. Smith‐Miles, 2005, Neural Computation.

Symmetry breaking of identical projects in the high-multiplicity RCPSP/max

Andreas T. Ernst, Kate Smith-Miles, Davaatseren Baatar, 2019, J. Oper. Res. Soc..

A neural clustering approach to iso-resource grouping for acute healthcare in Australia

Leonid Churilov, Kate Smith-Miles, Eu-Gene Siew, 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

Evolutionary Rule Generation Classification and Its Application to Multi-class Data

Susan E. Bedingfield, Kate Smith-Miles, 2003, International Conference on Computational Science.

On optimal degree selection for polynomial kernel with support vector machines: Theoretical and empirical investigations

Kate Smith-Miles, Shawkat Ali, K. Smith‐Miles, 2007, Int. J. Knowl. Based Intell. Eng. Syst..

Efficient Identification of the Pareto Optimal Set

Kate Smith-Miles, Rob J. Hyndman, Rob J Hyndman, 2014, LION.

Measuring instance difficulty for combinatorial optimization problems

Kate Smith-Miles, Leo Lopes, K. Smith‐Miles, 2012, Comput. Oper. Res..

Resolution of deadlocks in a robotic cell scheduling problem with post-process inspection system: Avoidance and recovery scenarios

Kate Smith-Miles, Mehdi Foumani, Indra Gunawan, 2015, 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

Effects of function translation and dimensionality reduction on landscape analysis

Kate Smith-Miles, Mario A. Muñoz, Mario Andrés Muñoz, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

An XML Schema Definition for an Operations Research Modeling Language

Sebastián Lozano, Kate Smith-Miles, Gabriel Villa, 2003, HIS.

Facial Age Estimation by Learning from Label Distributions

Zhi-Hua Zhou, Kate Smith-Miles, Xin Geng, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Mathematical modeling of GATA-switching for regulating the differentiation of hematopoietic stem cell

Kate Smith-Miles, Tianhai Tian, T. Tian, 2014, BMC Systems Biology.

Automatic Age Estimation Based on Facial Aging Patterns

Zhi-Hua Zhou, Kate Smith-Miles, Xin Geng, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Improving Risk Grouping Rules for Prostate Cancer Patients Using Self-Organizing Maps

Richard Weber, Leonid Churilov, Kate Smith-Miles, 2003, HIS.

Evolving stellar models to find the origins of our galaxy

Kate Smith-Miles, Aldeida Aleti, Alexander Heger, 2019, GECCO.

Optimal Gegenbauer quadrature over arbitrary integration nodes

Kate Smith-Miles, Kareem T. Elgindy, K. Smith‐Miles, 2013, J. Comput. Appl. Math..

Performance-Enhancing Bifurcations in a Self-Organising Neural Network

Kate Smith-Miles, Terence Kwok, K. Smith‐Miles, 2003, IWANN.

A Neural Network Model for Hierarchical Multilingual Text Categorization

Chung-Hsing Yeh, Rowena Chau, Kate Smith-Miles, 2005, ISNN.

Kernal Width Selection for SVM Classification: A Meta-Learning Approach

Kate Smith-Miles, Shawkat Ali, 2005, Int. J. Data Warehous. Min..

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

Kate Smith-Miles, Mehdi Foumani, Vladimir Ejov, 2020, Eur. J. Oper. Res..

Matching SVM Kernel's Suitability to Data Characteristics Using Tree by Fuzzy C-means Clustering

Kate Smith-Miles, Shawkat Ali, 2003, HIS.

Improved Web Searching through Neural Network Based Index Generation

Xiaozhe Wang, Kate Smith-Miles, Damminda Alahakoon, 2003, International Conference on Computational Science.

Incremental Learning

Xin Geng, Kate Smith-Miles, K. Smith‐Miles, 2009, Encyclopedia of Biometrics.

Approximate Bayesian computation schemes for parameter inference of discrete stochastic models using simulated likelihood density

Kate Smith-Miles, Tianhai Tian, Qianqian Wu, 2014, BMC Bioinformatics.

The School Bus Routing Problem: An Analysis and Algorithm

Kate Smith-Miles, Rhyd Lewis, Kyle Phillips, 2017, IWOCA.

Adaptive Spike Detection for Resilient Data Stream Mining

Kate Smith-Miles, Vincent Cheng-Siong Lee, Ross W. Gayler, 2007, AusDM.

Towards objective data selection in bankruptcy prediction

Kate Smith-Miles, Vincent Cheng-Siong Lee, Sverre Gunnersen, 2012, 2012 IEEE Congress on Evolutionary Computation.

Functionalization of microarray devices: Process optimization using a multiobjective PSO and multiresponse MARS modeling

Kate Smith-Miles, Rob J. Hyndman, Rob J Hyndman, 2010, IEEE Congress on Evolutionary Computation.

Rule induction for forecasting method selection: Meta-learning the characteristics of univariate time series

Xiaozhe Wang, Kate Smith-Miles, Rob J Hyndman, 2009, Neurocomputing.

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

Kate Smith-Miles, Mario A. Muñoz, Mario Andrés Muñoz, 2020, Evolutionary Computation.

A noisy self-organizing neural network with bifurcation dynamics for combinatorial optimization

Kate Smith-Miles, Terence Kwok, K. Smith‐Miles, 2004, IEEE Transactions on Neural Networks.

Towards insightful algorithm selection for optimisation using meta-learning concepts

Kate Smith-Miles, K. Smith‐Miles, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Improving risk grouping rules for prostate cancer patients with optimization

Leonid Churilov, Kate Smith-Miles, Adil M. Bagirov, 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

Reducing Communication Cost in a Privacy Preserving Distributed Association Rule Mining

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2004, DASFAA.

Dimension Reduction for Clustering Time Series Using Global Characteristics

Xiaozhe Wang, Kate Smith-Miles, Rob J. Hyndman, 2005, International Conference on Computational Science.

Instance Space Analysis of Combinatorial Multi-objective Optimization Problems

Arnaud Liefooghe, Kate Smith-Miles, Mario A. Muñoz, 2020, 2020 IEEE Congress on Evolutionary Computation (CEC).

Face Image Modeling by Multilinear Subspace Analysis With Missing Values

Zhi-Hua Zhou, Kate Smith-Miles, Xin Geng, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Static and Dynamic Channel Assignment Using Neural Networks

Marimuthu Palaniswami, Kate Smith-Miles, M. Palaniswami, 1997, IEEE J. Sel. Areas Commun..

Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry

Kate Smith-Miles, Malcolm Brooks, Ai Cheo Yeo, 2001, Intell. Syst. Account. Finance Manag..

On learning algorithm selection for classification

Kate Smith-Miles, Shawkat Ali, K. Smith‐Miles, 2006, Appl. Soft Comput..

Developing a Personal Multilingual Web Space

Chung-Hsing Yeh, Rowena Chau, Kate Smith-Miles, 2003, Applied Informatics.

Detecting and Classifying Events in Noisy Time Series

Kate Smith-Miles, Yanfei Kang, Danijel Belušić, 2014 .

A cross-entropy method for optimising robotic automated storage and retrieval systems

Kate Smith-Miles, Michael Haythorpe, Asghar Moeini, 2018, Int. J. Prod. Res..

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

Kate Smith-Miles, Mehdi Foumani, Ayaz Razeghi, 2020, Robotics Comput. Integr. Manuf..

2009 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009 - Proceedings: Welcome Message

Eamonn Keogh, Kate Smith-Miles, Vincent C. S. Lee, 2009, CIDM 2009.

Support Vector Machines for Characterising Whipple Shield Performance

Kate Smith-Miles, Shannon Ryan, Sevvandi Kandanaarachchi, 2015 .

Revisiting where are the hard knapsack problems? via Instance Space Analysis

Kate Smith-Miles, Jeffrey Christiansen, Mario A. Muñoz, 2021, Comput. Oper. Res..

A Compress-Based Association Mining Algorithm for Large Dataset

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2003, International Conference on Computational Science.

Non-parametric model of the space of continuous black-box optimization problems

Kate Smith-Miles, Mario A. Muñoz, 2017, GECCO.

Towards Privacy Preserving Distributed Association Rule Mining

Kate Smith-Miles, Mafruz Zaman Ashrafi, David Taniar, 2003, IWDC.

Managing uncertainty in early estimation of epidemic behaviors using scenario trees

Kate Smith-Miles, Ajith Gunatilaka, Alex Skvortsov, 2014 .

Strong Valid Inequalities Identification for Mixed Integer Programming Problems

Kate Smith-Miles, Asghar Moeini, K. Smith‐Miles, 2019, 1903.03961.

Image Acquisition

Alessandro Neri, Arun Ross, Qionghai Dai, 2009, Encyclopedia of GIS.

Generating Applicable Synthetic Instances for Branch Problems

Kate Smith-Miles, Leo Lopes, 2013, Oper. Res..

Stochastic scheduling of an automated two-machine robotic cell with in-process inspection system

Kate Smith-Miles, Mehdi Foumani, Asghar Moeini, 2015 .

A Longitudinal Comparison of Supervised and Unsupervised Learning Approaches to Iso-Resource Grouping for Acute Healthcare in Australia

Leonid Churilov, Kate Smith-Miles, Eu-Gene Siew, 2005, Classification and Clustering for Knowledge Discovery.

Applications of neural networks

Kate Smith-Miles, 2005, Comput. Oper. Res..

Future trends in business analytics and optimization

Donald E. Brown, Ricardo Baeza-Yates, Richard Weber, 2011, Intell. Data Anal..

Intelligent web traffic mining and analysis

Xiaozhe Wang, Ajith Abraham, Kate Smith-Miles, 2005, J. Netw. Comput. Appl..

Meta-Learning of Instance Selection for Data Summarization

Kate Smith-Miles, Rafiqul M. D. Islam, K. Smith‐Miles, 2011, Meta-Learning in Computational Intelligence.

Neural networks in business: techniques and applications for the operations researcher

Jatinder N. D. Gupta, Kate Smith-Miles, J. Gupta, 2000, Comput. Oper. Res..

A Feature‐Based Procedure for Detecting Technical Outliers in Water‐Quality Data From In Situ Sensors

Kate Smith-Miles, Kerrie Mengersen, Rob J. Hyndman, 2019, Water Resources Research.

A two-variable model for stochastic modelling of chemical events with multi-step reactions

Kate Smith-Miles, Tianhai Tian, Qianqian Wu, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.

Generating new test instances by evolving in instance space

Kate Smith-Miles, Simon Bowly, K. Smith‐Miles, 2015, Comput. Oper. Res..

A hybrid neural approach to combinatorial optimization

Marimuthu Palaniswami, Kate Smith-Miles, Mohan Krishnamoorthy, 1996, Comput. Oper. Res..

Analyzing randomness effects on the reliability of exploratory landscape analysis

Kate Smith-Miles, Michael Kirley, Mario Andrés Muñoz, 2021, Natural Computing.

An Instance Space Analysis of Regression Problems

Gisele L. Pappa, Kate Smith-Miles, Ana Carolina Lorena, 2021, ACM Trans. Knowl. Discov. Data.

PyHard: a novel tool for generating hardness embeddings to support data-centric analysis pdf

Pedro Yuri Arbs Paiva, Kate Smith-Miles, Ana Carolina Lorena, 2021, ArXiv.

Towards Understanding Clustering Problems and Algorithms: An Instance Space Analysis

Kate Smith-Miles, Ana Carolina Lorena, Luiz Henrique dos Santos Fernandes, 2021, Algorithms.

On the diversity and robustness of parameterised multi-objective test suites

Kate Smith-Miles, Estefania Yap, Mario Andrés Muñoz, 2021, Appl. Soft Comput..

Mathematical modelling of stem cell differentiation: the PU.1–GATA-1 interaction

Kate Smith-Miles, Tianhai Tian, Leo Lopes, 2012, Journal of mathematical biology.

Selecting suitable solution strategies for Classes of graph coloring instances using data mining

Kate Smith-Miles, Davaatseren Baatar, Nur Insani, 2013, 2013 International Conference on Information Technology and Electrical Engineering (ICITEE).

Anomaly Detection in Streaming Nonstationary Temporal Data

Kate Smith-Miles, Mario A. Muñoz, Rob J. Hyndman, 2020, Journal of Computational and Graphical Statistics.

Vision Assisted Safety Enhanced Shooting Range Simulator

Kate Smith-Miles, Sharat Chandran, Shamsuddin Ladha, 2010 .

Adaptive communal detection in search of adversarial identity crime

Kate Smith-Miles, Clifton Phua, Vincent Lee, 2007, DDDM '07.

Stochastic modelling of biochemical systems of multi-step reactions using a simplified two-variable model

Kate Smith-Miles, Tianhai Tian, Tianshou Zhou, 2013, BMC Systems Biology.