Cognito: Automated feature engineering for supervised learning

U Khurana, D Turaga, H Samulowitz… - 2016 IEEE 16th …, 2016 - ieeexplore.ieee.org
Feature engineering involves constructing novel features from given data with the goal of
improving predictive learning performance. Feature engineering is predominantly a human …

[HTML][HTML] A fast algorithm for solving tridiagonal quasi-Toeplitz linear systems

L Du, T Sogabe, SL Zhang - Applied Mathematics Letters, 2018 - Elsevier
In this paper, we consider the solution of tridiagonal quasi-Toeplitz linear systems. By
exploiting the special quasi-Toeplitz structure, we give a new decomposition form of the …

Fast solvers for tridiagonal Toeplitz linear systems

Z Liu, S Li, Y Yin, Y Zhang - Computational and Applied Mathematics, 2020 - Springer
Let A be a tridiagonal Toeplitz matrix denoted by A= Tritoep (β, α, γ) A= Tritoep (β, α, γ). The
matrix A is said to be: strictly diagonally dominant if| α|>| β|+| γ|| α|>| β|+| γ|, weakly …

[HTML][HTML] A fast algorithm for solving diagonally dominant symmetric pentadiagonal Toeplitz systems

JM McNally - Journal of Computational and Applied Mathematics, 2010 - Elsevier
Banded Toeplitz systems of linear equations arise in many application areas and have been
well studied in the past. Recently, significant advancement has been made in algorithm …

A parallel method for linear equations with tridiagonal Toeplitz coefficient matrices

LE Garey, RE Shaw - Computers & Mathematics with Applications, 2001 - Elsevier
There are many articles on symmetric tridiagonal Toeplitz and circulant systems. Such
systems in areas including numerical methods for solving boundary value differential …

[HTML][HTML] A communication-less parallel algorithm for tridiagonal Toeplitz systems

JM McNally, LE Garey, RE Shaw - Journal of computational and applied …, 2008 - Elsevier
Diagonally dominant tridiagonal Toeplitz systems of linear equations arise in many
application areas and have been well studied in the past. Modern interest in numerical …

A fast algorithm for solving Toeplitz penta-diagonal systems

SS Nemani - Applied mathematics and computation, 2010 - Elsevier
In this paper a fast algorithm for solving a large system with a symmetric Toeplitz penta-
diagonal coefficient matrix is presented. This efficient method is based on the idea of a …

A split-correct parallel algorithm for solving tridiagonal symmetric Toeplitz systems

JM Mc Nally, LE Garey, RE Shaw - International journal of …, 2000 - Taylor & Francis
In 1994, Yan and Chung produced a fast algorithm for solving a diagonally dominant
symmetric Toeplitz tridiagonal system of linear equations A x= b. In this work a method will …

A fast method for solving second order boundary value Volterra integro-differential equations

RE Shaw, LE Garey - International journal of computer …, 1997 - Taylor & Francis
Using finite difference methods to solve nonlinear Volterra integro-differential equations with
two point boundary conditions give rise to a symmetric banded coefficient matrix. A typical …

A direct method for solving circulant tridiagonal block systems of linear equations

SM El-Sayed - Applied mathematics and computation, 2005 - Elsevier
This paper presents a modification of Rojo's algorithm [Comput. Math. Appl. 20 (1990) 61] to
solve block circulant tridiagonal systems of linear equations which are Toeplitz and …