Sione Palu

12 articles

The Use of Java in Machine Learning

Definition Machine learning (ML) is the study of computational methods and construction of computer programs that automatically improve performance based on experience. ML is the...

Instance-Based Learning: A Java Implementation

Definition Instance-Based Learning (IBL) is defined as the generalizing of a new instance (target) to be classified from the stored training examples. Training examples are...

Data Visualization in Java for Technical Computing

Introduction The primary goal of visual analysis for Technical Computing is to enable the engineer, scientist, economist, and all related professionals to better understand his/her...

Role of Java in the Semantic Web

<!-- Untitled Role of Java in Semantic Web --> Definition The definition of Semantic Web according to Tim Berners-Lee, the inventor of World Wide Web is: "The extension...

Real-time Specification for Java (RTSJ)

<!-- Real-time Specification for Java Real-time Specification for Java --> Introduction Some features of the Java language specification, particularly the non-deterministic runtime garbage collections and threading, have hindered...

Numeric Computations in Java

<!-- Numeric Computations in Java --> Introduction Numerical computation is the study and devising of procedures, methods, and functions for solving problems with a computer. An...

Java in Soft Computing

Imprecise Reasoning The human senses interpret perceived external information, which is incomplete and imprecise, and try to form reasoning vital for survival. Fuzzy set theory...

Financial Modeling and Bollinger Bands

The image frame below shows the simulation of some arbitrary (random) stock-price moving average and its Bollinger Bands over discrete time periods. The user...

Java in Science: Data Inter- and Extrapolation Using Numerical Methods of Polynomial Fittings, Part 4

Review Part 3 Running the Complete Program Here is the complete program. Please review the lessons of Parts 1 through 3 before using it. import Jama.*; import jamlab.*; public...

Java in Science: Data Inter- and Extrapolation Using Numerical Methods of Polynomial Fittings, Part 3

Review Part 2 Polynomial Fittings Now that we have introduced concepts in Linear Algebra, it is time we apply it to a category of numerical analysis...

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