Prior to PILOT, fitting linear model trees was slow and prone to overfitting, especially with large datasets. Traditional regression trees struggled to capture linear relationships effectively. Linear ...

This project is an implementation of Linear Discriminant Analysis (LDA) from scratch in Python. LDA is a classification algorithm used in machine learning that finds a linear combination of features ...

In this paper, an Improved Affine-Scaling Interior Point Algorithm for Linear Programming has been proposed. Computational results of selected practical problems affirming the proposed algorithm have ...

Purkinje cells can encode the strength of parallel fiber inputs in their firing by using 2 fundamentally different mechanisms, either as pauses or as linear increases in firing rate. It is not clear ...

Quantum computing is becoming a very hot research topic nowadays. There are various computing models [1, 2], including quantum query complexity [3–5], communication complexity [6, 7], and quantum ...

Java implementations of Linear Search and Interpolation Search algorithms for an integer array. It prompts the user for input, searches for a specified key using both algorithms, and displays the ...

Abstract: For medical diagnoses and treatments, it is often desirable to wirelessly trace an object that moves inside the human body. A magnetic tracing technique suggested for such applications uses ...