Frontiers in Applied Mathematics and Statistics | Mathematics of Computation and Data Science

Original Research

Published on 30 Jan 2026

Fuzzy decision-tree regression model and its application to measure some climate change factors

in Mathematics of Computation and Data Science

Ali Salman Habeeb
Hussein A. Hasan
Adnan M. Al-Sinjary

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2026.1732313

399 views

Original Research

Published on 15 Oct 2025

An innovative hybrid control chart combining wavelet decomposition and support vector machine for effective outlier detection

in Mathematics of Computation and Data Science

Taha Hussein Ali
Hutheyfa Hazem Taha
Bekhal Samad Sedeeq
Heyam A. A. Hayawi

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1682448

1,224 views

Original Research

Published on 03 Sep 2025

DFW: a novel weighting scheme for covariate balancing and treatment effect estimation

in Mathematics of Computation and Data Science

Ahmad Saeed Khan
Erik Schaffernicht
Johannes Andreas Stork

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1645805

1,450 views

Original Research

Published on 01 Sep 2025

Density peak clustering algorithm based on weighted mutual K-nearest neighbors

in Mathematics of Computation and Data Science

Chunhua Ren
Chaorong Li
Yang Yu
Wanan Yang
Ruiqi Guo

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1598165

2,342 views

Original Research

Published on 21 Aug 2025

Research on error control method for polynomial approximation based on equal amplitude oscillation theorem

in Mathematics of Computation and Data Science

Letong Zhou
Liguo Zhao

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1641597

1,944 views

Original Research

Published on 21 Aug 2025

CUR matrix approximation through convex optimization for feature selection

in Mathematics of Computation and Data Science

Kathryn Linehan
Radu Balan

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1632218

2,152 views
1 citation

Original Research

Published on 12 Aug 2025

Enhancing disaster prediction with Bayesian deep learning: a robust approach for uncertainty estimation

in Mathematics of Computation and Data Science

Hao Peng
Sen Shen
Haichao Zhang
Fei Wang
Fawang Guo
Ruige Zhang

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1653562

1,989 views

Correction

Published on 08 Aug 2025

Correction: From energy to ecology: decarbonization pathways for sustainable high-performance computing through global carbon-energy nexus analysis

in Mathematics of Computation and Data Science

Guancong Yu
Ziyan Wang
Yulan Xu
Zhuofan Javan Sun
Susan Chen

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1667229

816 views

Original Research

Published on 18 Jun 2025

From energy to ecology: decarbonization pathways for sustainable high-performance computing through global carbon-energy nexus analysis

in Mathematics of Computation and Data Science

Guancong Yu
Ziyan Wang
Yulan Xu
Zhuofan Javan Sun
Susan Chen

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1595365

2,141 views
2 citations

Original Research

Published on 19 May 2025

Fourier-mixed window attention for efficient and robust long sequence time-series forecasting

in Mathematics of Computation and Data Science

Nhat Thanh Tran
Jack Xin

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1600136

1,858 views
2 citations

Original Research

Published on 11 Apr 2025

Big data-driven corporate financial forecasting and decision support: a study of CNN-LSTM machine learning models

in Mathematics of Computation and Data Science

Aixiang Yang

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1566078

6,894 views
10 citations

Original Research

Published on 17 Jan 2025

Exploring a novel approach for computing topological descriptors of graphene structure using neighborhood multiple M-polynomial

in Mathematics of Computation and Data Science

Tumiso Kekana
Kazeem Olalekan Aremu
Maggie Aphane

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1508134

1,924 views
1 citation

Original Research

Published on 11 Dec 2024

Dynamic ensemble-based machine learning models for predicting pest populations

in Mathematics of Computation and Data Science

Ankit Kumar Singh
Md Yeasin
Ranjit Kumar Paul
A. K. Paul
Anita Sarkar

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1435517

3,003 views
6 citations

Original Research

Published on 20 Nov 2024

Solution analysis for non-linear fractional differential equations

in Mathematics of Computation and Data Science

Shiferaw Geremew Kebede
Assia Guezane Lakoud
Haider Ebrahim Yesuf

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1499179

2,108 views
1 citation

Original Research

Published on 02 Oct 2024

Empirical validation of the use of projective techniques in psychological testing using Galois fields

in Mathematics of Computation and Data Science

Ibragim Suleimenov
Mariya Kostsova
Anastasiya Grishina
Dinara Matrassulova
Yelizaveta Vitulyova

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1455500

2,684 views
4 citations

Original Research

Published on 15 Apr 2024

The application of propensity score methods in observational studies

in Mathematics of Computation and Data Science

Yuejuan Zhao

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1384217

3,119 views
3 citations

Original Research

Published on 04 Apr 2024

Persistence-based clustering with outlier-removing filtration

in Mathematics of Computation and Data Science

Alexandre Bois
Brian Tervil
Laurent Oudre

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1260828

3,254 views
2 citations

Original Research

Published on 02 Apr 2024

Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions

in Mathematics of Computation and Data Science

Edoardo Di Napoli
Xinzhe Wu
Thomas Bornhake
Piotr M. Kowalski

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1355726

1,516 views
1 citation

Original Research

Published on 13 Feb 2024

Comparative analysis of machine learning algorithms for predicting Dubai property prices

in Mathematics of Computation and Data Science

Abdulsalam Elnaeem Balila
Ani Bin Shabri

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1327376

14,088 views
10 citations

Original Research

Published on 12 Dec 2023

Real block-circulant matrices and DCT-DST algorithm for transformer neural network

in Mathematics of Computation and Data Science

Euis Asriani
Intan Muchtadi-Alamsyah
Ayu Purwarianti

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1260187

4,645 views
5 citations

Original Research

Published on 11 Dec 2023

Algorithm unfolding for block-sparse and MMV problems with reduced training overhead

in Mathematics of Computation and Data Science

Jan Christian Hauffen
Peter Jung
Nicole Mücke

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1205959

3,539 views
1 citation

Original Research

Published on 08 Dec 2023

Phase characteristics of vocal tract filter can distinguish speakers

in Mathematics of Computation and Data Science

Masahiro Okada
Hiroshi Ito

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1274846

2,094 views
1 citation

Original Research

Published on 17 Nov 2023

On the methodological framework of composite index under complex surveys and its application in development of food consumption index for India

in Mathematics of Computation and Data Science

Deepak Singh
Pradip Basak
Raju Kumar
Tauqueer Ahmad

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1274530

4,275 views
1 citation

Original Research

Published on 19 Oct 2023

Chi-square test for imprecise data in consistency table

in Mathematics of Computation and Data Science

Muhammad Aslam
Florentin Smarandache

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1279638

12,641 views
17 citations

180 articles

articles

Fuzzy decision-tree regression model and its application to measure some climate change factors

An innovative hybrid control chart combining wavelet decomposition and support vector machine for effective outlier detection

DFW: a novel weighting scheme for covariate balancing and treatment effect estimation

Density peak clustering algorithm based on weighted mutual K-nearest neighbors

Research on error control method for polynomial approximation based on equal amplitude oscillation theorem

CUR matrix approximation through convex optimization for feature selection

Enhancing disaster prediction with Bayesian deep learning: a robust approach for uncertainty estimation

Correction: From energy to ecology: decarbonization pathways for sustainable high-performance computing through global carbon-energy nexus analysis

From energy to ecology: decarbonization pathways for sustainable high-performance computing through global carbon-energy nexus analysis

Fourier-mixed window attention for efficient and robust long sequence time-series forecasting

Big data-driven corporate financial forecasting and decision support: a study of CNN-LSTM machine learning models

Exploring a novel approach for computing topological descriptors of graphene structure using neighborhood multiple M-polynomial

Dynamic ensemble-based machine learning models for predicting pest populations

Solution analysis for non-linear fractional differential equations

Empirical validation of the use of projective techniques in psychological testing using Galois fields

The application of propensity score methods in observational studies

Persistence-based clustering with outlier-removing filtration

Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions

Comparative analysis of machine learning algorithms for predicting Dubai property prices

Real block-circulant matrices and DCT-DST algorithm for transformer neural network

Algorithm unfolding for block-sparse and MMV problems with reduced training overhead

Phase characteristics of vocal tract filter can distinguish speakers

On the methodological framework of composite index under complex surveys and its application in development of food consumption index for India

Chi-square test for imprecise data in consistency table