This thesis's research focus is on computational statistics along with DEAR (abbreviation of differential equation associated regression) model direction, and that in mind, the journal papers are written as contributions to statistical machine learning algorithm literature

Cui, Yan Hong

English

Cape Town University OpenUCT

A comparison of methods for multiclass support vector machines.

A computational scheme for reasoning in dynamic probabilistic networks.

A Naïve Five-Element String Algorithm.

A New Solution for Maintenance Scheduling in Deregulated Environment based on Lost Opportunity Cost of Market Participation and Reliability.

A Stackelberg solution for games with many players.

A sufficient and necessary condition of uncertainty distribution.

Activity recognition from user-annotated acceleration data. Pervasive Comput 3001:1–17.

An Introduction to Computational Learning Theory.

An Uncertain Regression Model.

Application of Uncertain Canonical Process in Spatial Predictions.

Applied Regression Analysis, 2nd edn.

Basic Elements and Problems of Probability Theory.

Bayesian Networks,

Bayesian Reliability Modelling. In:

Bayesian Statistics: An Introduction.

Bayesian Theory.

Bayesian Uncertainty Decision Analysis.

Bivariate DEMR Modeling of Range Shifts in Aulax Umbellata Shrubs From

Cl assification of a known sequence of motions and postures from accelerometry data using adapted Gaussian mixture models.

Classical and Modern Regression with Applications, 2nd edn.

Climate Change Impact on Quiver Trees in Arid Namibia.

Computer Models in Genetics.

Computer Simulation in Genetics. London:

Cooperative and Noncooperative Multi-Level Programming. Springer.Dordrecht - Heidelberg - London -

Correctness criteria of some algorithms for uncertain reasoning using incidence calculus.

Data mining: practical machine learning tools and techniques, 2nd edn. The Morgan Kaufmann series in data management system,

Dealing with Terrorism after Sptember 11, 2001: An Overview.

DEAR CUSUM Control Chart,

DEAR Theory in System Analysis.

Decision Theoretic Generalizations of the PAC Model for Neural Net and Other Learning Applications.

Decision Theory under General Uncertainty.

DEMR Embedded Models in Density Saddlepoint Approximations,

DEMR Modeling Brunsvigia Litoralis Plant Distribution in 2004, Western Region District Council, South Africa,

Economics of alliances: The lessons for collective action.

Fast training of support vector machines by extracting boundary data.

Foundations of the Theory of Probability.

Fuzzy set theory to establish resilient production systems.

Fuzzy Sets as a Basis for a Theory of Possibility. Fuzzy Sets and Systems 1:3–28.

Fuzzy Sets,

Gaussian Processes for Machine Learning.

Gaussian processes for regression. In: Touretzky

Grey Differential Equation GM(1,1) Model in Reliability Engineering.

Grey dynamic modeling and its application in long-term prediction of food productions.

Grey Information.

Grey Prediction and Decision, 2nd edn. Huazhong

Grey Repairable System Analysis (Plenary Lecture),

Grey Systems - Modeling and prediction. Yang's Scientific Press,

Grey Systems (Social Economical). The Publishing House of Defense Industry,

Grey Theoretical Foundations.

Handbook of Reliability Engineering.

Harmony Element Algorithm – A Naive Initial Searching Range.

Harmony element algorithm-A naïve initial searching range,

How to generate uncertain measure.

Imprecise Uncertainty Modeling of Air Pollutant PM10.

Incidence calculus: a mechanism for probabilistic reasoning.

Interval Analysis. Prentice-Hall,

Introductory Mathematical Statistical Theory. The Scientific Publishing House,

Lambda Algorithm and Maximum Likelihood Estimation.

Lambda Algorithm and Nash Numerical Solution.

Lambda Algorithm.

Lifetime Distributions with Wave-like Bathtub hazard.

Linear Statistical Inference and Its Applications.

Mathematical Statistics: A Decision Theoretic Approach.New York:

Matlab Help Example: Rastrigin’s function: Getting Started with Genetic algorithm (Genetic Algorithm and Direct Search Toolbox).

Maximum Likelihood Estimation of 2-Parameter Wave-Like Lifetime Distributions. Advanced Reliability Modeling IV-Beyond the Tradidtional Reliability and Maintainability Approaches.

Merging Nash Equilibrium Solution with Genetic Algorithm: The Game Genetic Algorithm.

Modified Harmony Elements Algorithm for the Optimization of Mechanical Engineering Design.

Multivariate DEMR Model – Formation and Foundation,

Nash genetic algorithms: examples and applications.

Nash-lambda Algorithm with Applications in Reliability and Risk.

On a Graph of Hoffman and Singleton.

On the Stackelberg strategy in nonzero-sum games.

On the the optimality of the simple Bayesian classifier under zero-one loss.

Operations for learning with graphical model.

Optimal maintenance service contract negotiation with aging equipments.

Optimal Statistical Decisions.

Probabilistic posture classification for human-behavior analysis.

Probably approximately correct learning.

Random Fuzzy Variable Foundation for Grey Differential Equation Modelling.

Reducing the number of training samples for fast support vector machine classification. Neural Inf Process Lett Rev 2(3):57–65.

Regression Analysis for Interval-Valued Data, In: Data Analysis, Classification and Related Methods,

Reliability-Modeling, Prediction, and Optimization.

Repairable System Modeling via Grey Differential Equations.

Sequential provision of public goods.

Simulation of genetic systems by automatic digital computers.

Software Reliability Modeling Based on Grey System Theory.

Some PAC-Bayesian theorems.

Some research problems in uncertainty theory,

Stackelberg-Nash equilibrium for multilevel programming with multiple followers using genetic algorithms.

Statistical Models and Methods for Lifetime Data.

Statistical-Grey Consistent Grey Differential Equation Modelling. MSc thesis,

Support vector machines for pattern classification.

The Autocorrelation of a Standard Uncertain Canonical Process.

The Autocorrelation of an Uncertain Integral Driven Process.

The Coupling of regression Modeling and Differential Equation Model in GM(1,1) Modeling and Extended GM(1,1) Models.

The Ecology of Terror Defense.

The Primary Methods of Grey System Theory (A Chinese-English Terminology Dictionary), 2nd edn. Huazhong

Contributions to statistical machine learning algorithm

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