Kate SmithMiles
Affiliations: Monash University, Melbourne, Australia
According to our database^{1},
Kate SmithMiles
authored at least 172 papers
between 1996 and 2021.
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Bibliography
2021
ACM Trans. Knowl. Discov. Data, 2021
J. Oper. Res. Soc., 2021
PyHard: a novel tool for generating hardness embeddings to support datacentric analysis.
CoRR, 2021
Revisiting <i>where are the hard knapsack problems?</i> via Instance Space Analysis.
Comput. Oper. Res., 2021
Appl. Soft Comput., 2021
Ann. Math. Artif. Intell., 2021
Towards Understanding Clustering Problems and Algorithms: An Instance Space Analysis.
Algorithms, 2021
2020
Stochastic optimization of twomachine flow shop robotic cells with controllable inspection times: From theory toward practice.
Robotics Comput. Integr. Manuf., 2020
Generation techniques for linear programming instances with controllable properties.
Math. Program. Comput., 2020
A transformation technique for the clustered generalized traveling salesman problem with applications to logistics.
Eur. J. Oper. Res., 2020
Generating New SpaceFilling Test Instances for Continuous BlackBox Optimization.
Evol. Comput., 2020
Data Min. Knowl. Discov., 2020
Predicting solutions of largescale optimization problems via machine learning: A case study in blood supply chain management.
Comput. Oper. Res., 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
CoRR, 2019
Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning colocated with SIAM International Conference on Data Mining (SDM 2019), 2019
Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning colocated with SIAM International Conference on Data Mining (SDM 2019), 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
2018
IEEE Trans. Reliab., 2018
Mach. Learn., 2018
A heuristic algorithm for finding costeffective solutions to realworld school bus routing problems.
J. Discrete Algorithms, 2018
A crossentropy method for optimising robotic automated storage and retrieval systems.
Int. J. Prod. Res., 2018
Integrating Game Theory and Data Mining for Dynamic Distribution of Police to Combat Crime.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
2017
Increasing Throughput for a Class of TwoMachine Robotic Cells Served by a Multifunction Robot.
IEEE Trans Autom. Sci. Eng., 2017
Scheduling of twomachine robotic rework cells: Inprocess, postprocess and inline inspection scenarios.
Robotics Auton. Syst., 2017
J. Glob. Optim., 2017
Performance Analysis of Continuous BlackBox Optimization Algorithms via Footprints in Instance Space.
Evol. Comput., 2017
A framework for stochastic scheduling of twomachine robotic rework cells with inprocess inspection system.
Comput. Ind. Eng., 2017
Proceedings of the Combinatorial Algorithms  28th International Workshop, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Realistic Projection on Casual DualPlanar Surfaces with Global Illumination Compensation.
Int. J. Image Graph., 2016
Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016
2015
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015
Notes on Feasibility and Optimality Conditions of SmallScale Multifunction Robotic Cell Scheduling Problems With Pickup Restrictions.
IEEE Trans. Ind. Informatics, 2015
Comput. Oper. Res., 2015
Resolution of deadlocks in a robotic cell scheduling problem with postprocess inspection system: Avoidance and recovery scenarios.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015
Effects of function translation and dimensionality reduction on landscape analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Discret. Appl. Math., 2014
Comput. Oper. Res., 2014
Mathematical modeling of GATAswitching for regulating the differentiation of hematopoietic stem cell.
BMC Syst. Biol., 2014
Approximate Bayesian computation schemes for parameter inference of discrete stochastic models using simulated likelihood density.
BMC Bioinform., 2014
Proceedings of the Learning and Intelligent Optimization, 2014
2013
Predicting Metaheuristic Performance on Graph Coloring Problems Using Data Mining.
Proceedings of the Hybrid Metaheuristics, 2013
Solving boundary value problems, integral, and integrodifferential equations using Gegenbauer integration matrices.
J. Comput. Appl. Math., 2013
Fast, accurate, and smallscale direct trajectory optimization using a Gegenbauer transcription method.
J. Comput. Appl. Math., 2013
J. Comput. Appl. Math., 2013
Oper. Res., 2013
Stochastic modelling of biochemical systems of multistep reactions using a simplified twovariable model.
BMC Syst. Biol., 2013
Adv. Comput. Math., 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
Approximate Bayesian computation for estimating rate constants in biochemical reaction systems.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
IEEE Trans. Knowl. Data Eng., 2012
Comput. Oper. Res., 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
A twovariable model for stochastic modelling of chemical events with multistep reactions.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
Proceedings of the MetaLearning in Computational Intelligence, 2011
Proceedings of the International Encyclopedia of Statistical Science, 2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
Intell. Data Anal., 2011
Discovering the suitability of optimisation algorithms by learning from evolved instances.
Ann. Math. Artif. Intell., 2011
Proceedings of the Learning and Intelligent Optimization  5th International Conference, 2011
Projection defocus correction using adaptive kernel sampling and geometric correction in dualplanar environments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Contextaware fusion: A case study on fusion of gait and face for human identification in video.
Pattern Recognit., 2010
CoRR, 2010
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010
Functionalization of microarray devices: Process optimization using a multiobjective PSO and multiresponse MARS modeling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the TwentyFourth AAAI Conference on Artificial Intelligence, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Biometrics, 2009
Rule induction for forecasting method selection: Metalearning the characteristics of univariate time series.
Neurocomputing, 2009
On the communal analysis suspicion scoring for identity crime in streaming credit applications.
Eur. J. Oper. Res., 2009
A Knowledge Discovery Approach to Understanding Relationships between Scheduling Problem Structure and Heuristic Performance.
Proceedings of the Learning and Intelligent Optimization, Third International Conference, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009
2008
Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions.
IEEE Trans. Neural Networks, 2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
ACM Comput. Surv., 2008
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008
Using Supervised and Unsupervised Techniques to Determine Groups of Patients with Different DoctorPatient Stability.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Towards insightful algorithm selection for optimisation using metalearning concepts.
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Pattern Recognit. Lett., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
On optimal degree selection for polynomial kernel with support vector machines: Theoretical and empirical investigations.
Int. J. Knowl. Based Intell. Eng. Syst., 2007
Network and information security: A computational intelligence approach: Special Issue of Journal of Network and Computer Applications.
J. Netw. Comput. Appl., 2007
Int. J. Bus. Intell. Data Min., 2007
Proceedings of the Data Mining and Analytics 2007, 2007
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
2006
A metalearning approach to automatic kernel selection for support vector machines.
Neurocomputing, 2006
Int. J. Hybrid Intell. Syst., 2006
Data Min. Knowl. Discov., 2006
Appl. Soft Comput., 2006
Proceedings of the Intelligence and Security Informatics, International Workshop, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006
2005
Proceedings of the Classification and Clustering for Knowledge Discovery, 2005
A Longitudinal Comparison of Supervised and Unsupervised Learning Approaches to IsoResource Grouping for Acute Healthcare in Australia.
Proceedings of the Classification and Clustering for Knowledge Discovery, 2005
Neural Comput., 2005
J. Netw. Comput. Appl., 2005
Data Mining with Combined Use of Optimization Techniques and SelfOrganizing Maps for Improving Risk Grouping Rules: Application to Prostate Cancer Patients.
J. Manag. Inf. Syst., 2005
Int. J. Data Warehous. Min., 2005
Int. J. Intell. Inf. Technol., 2005
Int. J. Bus. Intell. Data Min., 2005
Comput. Oper. Res., 2005
HDGSOMr: A High Dimensional Growing SelfOrganizing Map Using Randomness for Efficient Web and Text Mining.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
An Efficient Compression Technique for Frequent Itemset Generation in Association Rule Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the Advances in Neural Networks  ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the Computational Science and Its Applications, 2005
Proceedings of the Computational Science, 2005
Computation of MetaLearning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005
2004
A noisy selforganizing neural network with bifurcation dynamics for combinatorial optimization.
IEEE Trans. Neural Networks, 2004
IEEE Distributed Syst. Online, 2004
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2004
HDGSOM: A Modified Growing SelfOrganizing Map for High Dimensional Data Clustering.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS37 2004), 2004
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004
Reducing Communication Cost in a Privacy Preserving Distributed Association Rule Mining.
Proceedings of the Database Systems for Advances Applications, 2004
2003
Decis. Support Syst., 2003
Proceedings of the Distributed Computing, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003
Proceedings of the Computational Science  ICCS 2003, 2003
Proceedings of the Computational Science  ICCS 2003, 2003
Proceedings of the Computational Science  ICCS 2003, 2003
Evolutionary Rule Generation Classification and Its Application to Multiclass Data.
Proceedings of the Computational Science  ICCS 2003, 2003
Proceedings of the Computational Science  ICCS 2003, 2003
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
Improving Risk Grouping Rules for Prostate Cancer Patients Using SelfOrganizing Maps.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
A SelfOrganising Neural Network with Intermittent Switching for Combinatorial Optimisation.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
An XML Schema Definition for an Operations Research Modeling Language.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Matching SVM Kernel's Suitability to Data Characteristics Using Tree by Fuzzy Cmeans Clustering.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Developing a Personal Multilingual Web Space.
Proceedings of the 21st IASTED International MultiConference on Applied Informatics (AI 2003), 2003
Proceedings of the Handbook of Metaheuristics, 2003
2002
A mathematical programming approach to optimise insurance premium pricing within a data mining framework.
J. Oper. Res. Soc., 2002
Proceedings of the Applied Parallel Computing Advanced Scientific Computing, 2002
Proceedings of the International Symposium on Parallel Architectures, 2002
Proceedings of the Innovative Internet Computing Systems, Second International Workshop, 2002
A Taxonomy for InterModel Parallelism in High Performance Data Mining.
Proceedings of the ICEIS 2002, 2002
Proceedings of the Computational Science  ICCS 2002, 2002
Clustering Web User Interests Using Self Organising Maps.
Proceedings of the Soft Computing Systems  Design, Management and Applications, 2002
Web Traffic Mining Using a Concurrent NeuroFuzzy Approach.
Proceedings of the Soft Computing Systems  Design, Management and Applications, 2002
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS35 2002), 2002
Soft Computing Paradigms for Web Access Pattern Analysis.
Proceedings of the FSDK'02, 2002
A Comparison of Supervised and Unsupervised Learning Approaches to ISOResource Grouping for Acute Healthcare in Australia.
Proceedings of the FSDK'02, 2002
Proceedings of the EuroPar 2002, 2002
2001
Clustering technique for risk classification and prediction of claim costs in the automobile insurance industry.
Intell. Syst. Account. Finance Manag., 2001
Continuous Function Optimisation via Gradient Descent on a Neural Network Approximation Function.
Proceedings of the Connectionist Models of Neurons, 2001
Nonlinear System Dynamics in the Normalisation Process of a SelfOrganising Neural Network for Combinatorial Optimisation.
Proceedings of the Connectionist Models of Neurons, 2001
Modelling the Effect of Premium Changes on Motor Insurance Customer Retention Rates Using Neural Networks.
Proceedings of the Computational Science  ICCS 2001, 2001
Proceedings of the Computational Science  ICCS 2001, 2001
Matching Data Mining Algorithm Suitability to Data Characteristics Using a SelfOrganizing Map.
Proceedings of the Hybrid Information Systems, 2001
Determining the Validity of Clustering for Data Fusion.
Proceedings of the Hybrid Information Systems, 2001
A Comparison of GRASP and an Exact Method for Solving a Production and Delivery Scheduling Problem.
Proceedings of the Hybrid Information Systems, 2001
2000
Experimental analysis of chaotic neural network models for combinatorial optimization under a unifying framework.
Neural Networks, 2000
An analysis of customer retention and insurance claim patterns using data mining: a case study.
J. Oper. Res. Soc., 2000
Neural networks in business: techniques and applications for the operations researcher.
Comput. Oper. Res., 2000
Proceedings of the IEEEINNSENNS International Joint Conference on Neural Networks, 2000
1999
A unified framework for chaotic neuralnetwork approaches to combinatorial optimization.
IEEE Trans. Neural Networks, 1999
Neural Networks for Combinatorial Optimization: A Review of More Than a Decade of Research.
INFORMS J. Comput., 1999
1998
IEEE Trans. Neural Networks, 1998
IEEE Trans. Neural Networks, 1998
FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems.
Proceedings of the 24th EUROMICRO '98 Conference, 1998
1997
IEEE J. Sel. Areas Commun., 1997
1996
An argument for abandoning the travelling salesman problem as a neuralnetwork benchmark.
IEEE Trans. Neural Networks, 1996
Comput. Oper. Res., 1996