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Mathematics, Volume 11, Issue 1

January-1 2023 - 255 articles

Cover Story: Following random forest methodology, the FRSF is proposed as a new machine learning technique for solving time-to-event data using an ensemble of multiple fuzzy survival trees. In the learning process, the combination of methods such as the c-index, fuzzy sets theory, and the ensemble of multiple trees enable the automatic handling of imprecise data. We analyze the results of several experiments and test them statistically; they show the FRSF’s robustness, verifying that its generalization capacity is not reduced when modeling imprecise data. Furthermore, the results obtained using a real portfolio of a life insurance company demonstrate that the FRSF has a better performance in comparison with other state-of-the-art algorithms such as the traditional Cox model and other tree-based machine learning techniques such as the random survival forest. View this paper
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Articles (255)

  • Article
  • Open Access
9 Citations
5,787 Views
19 Pages

Estimating the Risk of Contracting COVID-19 in Different Settings Using a Multiscale Transmission Dynamics Model

  • Dramane Sam Idris Kanté,
  • Aissam Jebrane,
  • Anass Bouchnita and
  • Abdelilah Hakim

3 January 2023

Airborne transmission is the dominant route of coronavirus disease 2019 (COVID-19) transmission. The chances of contracting COVID-19 in a particular situation depend on the local demographic features, the type of inter-individual interactions, and th...

  • Editorial
  • Open Access
3 Citations
3,786 Views
5 Pages

3 January 2023

In engineering practice, structures with identical components or parts are useful from several points of view: less information is needed to describe the system; designs can be conceptualized quicker and easier; components are made faster than during...

  • Article
  • Open Access
20 Citations
4,650 Views
17 Pages

Estimation of Coefficient of Variation Using Calibrated Estimators in Double Stratified Random Sampling

  • Usman Shahzad,
  • Ishfaq Ahmad,
  • Amelia V. García-Luengo,
  • Tolga Zaman,
  • Nadia H. Al-Noor and
  • Anoop Kumar

3 January 2023

One of the most useful indicators of relative dispersion is the coefficient of variation. The characteristics of the coefficient of variation have contributed to its widespread use in most scientific and academic disciplines, with real life applicati...

  • Article
  • Open Access
16 Citations
6,237 Views
21 Pages

Equation-Based Modeling vs. Agent-Based Modeling with Applications to the Spread of COVID-19 Outbreak

  • Selain K. Kasereka,
  • Glody N. Zohinga,
  • Vogel M. Kiketa,
  • Ruffin-Benoît M. Ngoie,
  • Eddy K. Mputu,
  • Nathanaël M. Kasoro and
  • Kyamakya Kyandoghere

3 January 2023

In this paper, we explore two modeling approaches to understanding the dynamics of infectious diseases in the population: equation-based modeling (EBM) and agent-based modeling (ABM). To achieve this, a comparative study of these approaches was condu...

  • Article
  • Open Access
9 Citations
3,045 Views
15 Pages

Newton-Based Extremum Seeking for Dynamic Systems Using Kalman Filtering: Application to Anaerobic Digestion Process Control

  • Yang Tian,
  • Ning Pan,
  • Maobo Hu,
  • Haoping Wang,
  • Ivan Simeonov,
  • Lyudmila Kabaivanova and
  • Nicolai Christov

3 January 2023

In this paper, a new Newton-based extremum-seeking control for dynamic systems is proposed using Kalman filter for gradient and Hessian estimation as well as a stochastic perturbation signal with time-varying amplitude. The obtained Kalman filter bas...

  • Article
  • Open Access
7 Citations
2,440 Views
17 Pages

3 January 2023

The global μ-synchronization problem for nonlinear multi-weighted complex dynamical networks with uncertain parameter perturbation and mixed time-varying delays is investigated in this paper. Unlike other existing works, all delays, including samp...

  • Article
  • Open Access
8 Citations
3,197 Views
19 Pages

Retaliation against Ransomware in Cloud-Enabled PureOS System

  • Atef Ibrahim,
  • Usman Tariq,
  • Tariq Ahamed Ahanger,
  • Bilal Tariq and
  • Fayez Gebali

3 January 2023

Ransomware is malicious software that encrypts data before demanding payment to unlock them. The majority of ransomware variants use nearly identical command and control (C&C) servers but with minor upgrades. There are numerous variations of rans...

  • Article
  • Open Access
11 Citations
2,810 Views
23 Pages

3 January 2023

This paper presents an adaptive constrained attitude control for uncertain spacecraft. Inspired by the concept of nonsingular terminal sliding mode control and funnel control for nonlinear systems, a novel adaptive attitude control is introduced whic...

  • Article
  • Open Access
5 Citations
2,041 Views
11 Pages

3 January 2023

Assume that ξ and η are two independent random variables with distribution functions Fξ and Fη, respectively. The distribution of a random variable ξη, denoted by Fξ⊗Fη, is called the product-convolution of Fξ an...

  • Article
  • Open Access
2,658 Views
26 Pages

3 January 2023

A three-arm non-inferiority trial including a placebo is usually utilized to assess the non-inferiority of an experimental treatment to a reference treatment. Existing methods for assessing non-inferiority mainly focus on the fully observed endpoints...

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Mathematics - ISSN 2227-7390