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Mathematics, Volume 11, Issue 1

2023 January-1 - 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
6,015 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
3,988 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
22 Citations
5,055 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
19 Citations
6,685 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
3,373 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
2,583 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
3,375 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
2,983 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
2,195 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 FξFη, is called the product-convolution of Fξ an...

  • Article
  • Open Access
1 Citations
2,813 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...

  • Article
  • Open Access
4 Citations
2,689 Views
12 Pages

3 January 2023

An automatic temporal video segmentation framework is introduced in this article. The proposed cut detection technique performs a high-level feature extraction on the video frames, by applying a multi-scale image analysis approach combining nonlinear...

  • Article
  • Open Access
5 Citations
2,484 Views
14 Pages

Multiaxial Strength Criterion Model of Concrete Based on Random Forest

  • Xingqiao Chen,
  • Dongjian Zheng,
  • Yongtao Liu,
  • Xin Wu,
  • Haifeng Jiang and
  • Jianchun Qiu

3 January 2023

The concrete strength criterion is the basis of strength analysis and evaluation under a complex stress state. In this paper, a large number of multiaxial strength tests were carried out, and many mathematical expressions of strength criteria were pr...

  • Article
  • Open Access
5 Citations
3,498 Views
26 Pages

3 January 2023

The assumption of the Convergence–Confinement Method (CCM) is the analysis of the interaction behavior of the support and ground of a deep circular tunnel under an isotropic stress field. Aiming to improve this method, this paper proposes a dis...

  • Article
  • Open Access
25 Citations
3,992 Views
16 Pages

3 January 2023

A method is proposed for recognizing and predicting non-linear systems employing a radial basis function neural network (RBFNN) and robust hybrid particle swarm optimization (HPSO) approach. A PSO is coupled with a spiral-shaped mechanism (HPSO-SSM)...

  • Article
  • Open Access
2,312 Views
18 Pages

Geometry of Tangent Poisson–Lie Groups

  • Ibrahim Al-Dayel,
  • Foued Aloui and
  • Sharief Deshmukh

3 January 2023

Let G be a Poisson–Lie group equipped with a left invariant contravariant pseudo-Riemannian metric. There are many ways to lift the Poisson structure on G to the tangent bundle TG of G. In this paper, we induce a left invariant contravariant ps...

  • Article
  • Open Access
1 Citations
2,848 Views
21 Pages

3 January 2023

The private sector, in order to function properly, needs financing from the national financial sector, and so the efficiency and competitiveness of said financial sector arouse the interest of many researchers, who perform analyses in order to provid...

  • Article
  • Open Access
11 Citations
2,767 Views
17 Pages

The ISM Method to Analyze the Relationship between Blockchain Adoption Criteria in University: An Indonesian Case

  • Vincent F. Yu,
  • Achmad Bahauddin,
  • Putro F. Ferdinant,
  • Agustina Fatmawati and
  • Shih-Wei Lin

3 January 2023

Referring to the widespread problem of diploma forgery in Indonesian educational institutions as the impetus for UNTIRTA’s latest vision as an “Integrated, Smart, and Green University,” UNTIRTA intends to use blockchain technology t...

  • Article
  • Open Access
11 Citations
2,251 Views
18 Pages

Perov Fixed-Point Results on F-Contraction Mappings Equipped with Binary Relation

  • Fahim Ud Din,
  • Muhammad Din,
  • Umar Ishtiaq and
  • Salvatore Sessa

3 January 2023

The purpose of this article is to discuss some new aspects of the vector-valued metric space. The idea of an arbitrary binary relation along with the well-known F contraction is used to demonstrate the existence of fixed points in the context of a co...

  • Article
  • Open Access
16 Citations
7,602 Views
13 Pages

3 January 2023

The common feature for a nontrivial hard problem is the existence of nontrivial topological structures, non-planarity graphs, nonlocalities, or long-range spin entanglements in a model system with randomness. For instance, the Boolean satisfiability...

  • Article
  • Open Access
88 Citations
9,718 Views
19 Pages

Machine-Learning Methods on Noisy and Sparse Data

  • Konstantinos Poulinakis,
  • Dimitris Drikakis,
  • Ioannis W. Kokkinakis and
  • Stephen Michael Spottswood

3 January 2023

Experimental and computational data and field data obtained from measurements are often sparse and noisy. Consequently, interpolating unknown functions under these restrictions to provide accurate predictions is very challenging. This study compares...

  • Article
  • Open Access
2,418 Views
12 Pages

3 January 2023

The discovery of the cisplatin drug attracted considerable research attention as scientists strove to understand the drug’s mechanism in the human body that is responsible for destroying cancer cells, particularly the coordination between the c...

  • Article
  • Open Access
10 Citations
3,438 Views
14 Pages

Spatial Computing in Modular Spiking Neural Networks with a Robotic Embodiment

  • Sergey A. Lobov,
  • Alexey N. Mikhaylov,
  • Ekaterina S. Berdnikova,
  • Valeri A. Makarov and
  • Victor B. Kazantsev

3 January 2023

One of the challenges in modern neuroscience is creating a brain-on-a-chip. Such a semiartificial device based on neural networks grown in vitro should interact with the environment when embodied in a robot. A crucial point in this endeavor is develo...

  • Article
  • Open Access
98 Citations
9,102 Views
19 Pages

3 January 2023

Attackers are increasingly targeting Internet of Things (IoT) networks, which connect industrial devices to the Internet. To construct network intrusion detection systems (NIDSs), which can secure Agriculture 4.0 networks, powerful deep learning (DL)...

  • Article
  • Open Access
120 Citations
7,555 Views
22 Pages

2 January 2023

In this paper, a new one-dimensional fractional chaotic map is proposed and an image encryption scheme based on parallel DNA coding is designed by using the chaotic map. The mathematical model of the new chaotic system combines a sine map and a fract...

  • Article
  • Open Access
101 Citations
11,138 Views
21 Pages

2 January 2023

Accurate and real-time forecasting of the price of oil plays an important role in the world economy. Research interest in forecasting this type of time series has increased considerably in recent decades, since, due to the characteristics of the time...

  • Article
  • Open Access
3 Citations
3,453 Views
16 Pages

2 January 2023

An intelligent agent is a program that can make decisions or perform a service based on its environment, user input, and experiences. Due to the complexity of its state and action spaces, agents are approximated by deep neural networks (DNNs), and it...

  • Article
  • Open Access
1 Citations
2,752 Views
13 Pages

A Trie Based Set Similarity Query Algorithm

  • Lianyin Jia,
  • Junzhuo Tang,
  • Mengjuan Li,
  • Runxin Li,
  • Jiaman Ding and
  • Yinong Chen

2 January 2023

Set similarity query is a primitive for many applications, such as data integration, data cleaning, and gene sequence alignment. Most of the existing algorithms are inverted index based, they usually filter unqualified sets one by one and do not have...

  • Article
  • Open Access
8 Citations
2,365 Views
16 Pages

2 January 2023

Models of double-source queuing-inventory systems are studied in the presence of a finite buffer for waiting in the queue of consumer customers, where instant destruction of inventory is possible. It is assumed that the lead times of orders, as well...

  • Article
  • Open Access
5 Citations
3,990 Views
20 Pages

2 January 2023

This manuscript introduces a new concept of statistical depth function: the compositional D-depth. It is the first data depth developed exclusively for text data, in particular, for those data vectorized according to a frequency-based criterion, such...

  • Article
  • Open Access
4 Citations
1,626 Views
13 Pages

2 January 2023

A new approach to the numerical study of arbitrary waveform impulses in a layered porous and fractured-porous medium in a two-dimensional formulation has been developed. Layers can have different characteristics and contain fractures. A computer impl...

  • Feature Paper
  • Article
  • Open Access
3 Citations
2,584 Views
36 Pages

Queueing Inventory System in Transport Problem

  • Khamis A. K. Al Maqbali,
  • Varghese C. Joshua,
  • Ambily P. Mathew and
  • Achyutha Krishnamoorthy

2 January 2023

In this paper, we consider the batch arrival of customers to a transport station. Customers belonging to each category is considered as a single entity according to a BMMAP. An Erlang clock of order m starts ticking when the transport vessel reaches...

  • Article
  • Open Access
2 Citations
2,178 Views
13 Pages

2 January 2023

The method of the optimal movement trajectory construction in the terrain patrolling tasks is proposed. The method is based on the search of the Hamiltonian circuit on the graph of the terrain map and allows automatic construction of the optimal clos...

  • Article
  • Open Access
11 Citations
2,047 Views
11 Pages

2 January 2023

Under just-in-time production, this paper studies a single machine common due-window (denoted by CONW) assignment scheduling problem with position-dependent weights and resource allocations. A job’s actual processing time can be determined by t...

  • Feature Paper
  • Article
  • Open Access
2 Citations
3,905 Views
19 Pages

Portfolio Evaluation with the Vector Distance Based on Portfolio Composition

  • Heonbae Jeon,
  • Soonbong Lee,
  • Hongseon Kim,
  • Seung Bum Soh and
  • Seongmoon Kim

1 January 2023

We propose a novel portfolio evaluation method, a distance-based approach, which directly evaluates the portfolio composition rather than portfolio returns. In this approach, we consider a portfolio as an estimator for an in-sample tangency portfolio...

  • Article
  • Open Access
21 Citations
3,286 Views
24 Pages

1 January 2023

Internet of Things devices, platform programs, and network applications are all vulnerable to cyberattacks (digital attacks), which can be prevented at different levels by using cybersecurity protocol. In the Internet of Things (IoT), cyberattacks ar...

  • Review
  • Open Access
2 Citations
2,796 Views
16 Pages

Modelling the Upper Airways of Mandibular Advancement Surgery: A Systematic Review

  • Mohd Faruq Abdul Latif,
  • Nik Nazri Nik Ghazali,
  • M. F. Abdullah,
  • Norliza Binti Ibrahim,
  • Roziana M. Razi,
  • Irfan Anjum Badruddin,
  • Sarfaraz Kamangar,
  • Mohamed Hussien,
  • N. Ameer Ahammad and
  • Azeem Khan

1 January 2023

Obstructive sleep apnea syndrome is a conceivably hazardous ailment. Most end up with non-reversible surgical techniques, such as the maxillomandibular advancement (MMA) procedure. MMA is an amazingly obtrusive treatment, regularly connected to compl...

  • Article
  • Open Access
17 Citations
4,757 Views
18 Pages

Finding the Optimal Topology of an Approximating Neural Network

  • Kostadin Yotov,
  • Emil Hadzhikolev,
  • Stanka Hadzhikoleva and
  • Stoyan Cheresharov

1 January 2023

A large number of researchers spend a lot of time searching for the most efficient neural network to solve a given problem. The procedure of configuration, training, testing, and comparison for expected performance is applied to each experimental neu...

  • Article
  • Open Access
8 Citations
2,249 Views
19 Pages

1 January 2023

In order to overcome the drawbacks of expensive function evaluation in the practical reliability-based design optimization (RBDO) problem, researchers have proposed the black box-based RBDO method. The algorithm flow of the commonly employed RBDO met...

  • Article
  • Open Access
16 Citations
2,546 Views
20 Pages

Dual Solutions of Unsteady Mixed Convection Hybrid Nanofluid Flow Past a Vertical Riga Plate with Radiation Effect

  • Rusya Iryanti Yahaya,
  • Norihan Md Arifin,
  • Ioan Pop,
  • Fadzilah Md Ali and
  • Siti Suzilliana Putri Mohamed Isa

1 January 2023

A mathematical model for the unsteady, two-dimensional mixed convection stagnation point flow over a Riga plate is presented in this study. Convective boundary conditions, time-dependent derivatives, mixed convection, radiation effects, and the Grinb...

  • Article
  • Open Access
9 Citations
3,972 Views
17 Pages

Single Image Super-Resolution Reconstruction with Preservation of Structure and Texture Details

  • Yafei Zhang,
  • Yuqing Huang,
  • Kaizheng Wang,
  • Guanqiu Qi and
  • Jinting Zhu

1 January 2023

In recent years, deep-learning-based single image super-resolution reconstruction has achieved good performance. However, most existing methods pursue a high peak signal-to-noise ratio (PSNR), while ignoring the quality of the structure and texture d...

  • Article
  • Open Access
3 Citations
2,168 Views
15 Pages

1 January 2023

In this paper, an efficient and straightforward numerical procedure is constructed to solve multi-dimensional linear and nonlinear elliptic partial differential equations (PDEs). Although the numerical procedure for the constraint-type fictitious tim...

  • Article
  • Open Access
19 Citations
3,679 Views
15 Pages

1 January 2023

The extensive application of the Internet of Things in the industrial field has formed the industrial Internet of Things (IIoT). By analyzing and training data from the industrial Internet of Things, intelligent manufacturing can be realized. Due to...

  • Article
  • Open Access
15 Citations
2,104 Views
14 Pages

ζ-Conformally Flat LP-Kenmotsu Manifolds and Ricci–Yamabe Solitons

  • Abdul Haseeb,
  • Mohd Bilal,
  • Sudhakar K. Chaubey and
  • Abdullah Ali H. Ahmadini

31 December 2022

In the present paper, we characterize m-dimensional ζ-conformally flat LP-Kenmotsu manifolds (briefly, (LPK)m) equipped with the Ricci–Yamabe solitons (RYS) and gradient Ricci–Yamabe solitons (GRYS). It is proven that the scalar curv...

  • Article
  • Open Access
2 Citations
2,319 Views
13 Pages

Dynamic Model of Enterprise Revenue Management Based on the SFA Model

  • Aliya Alimhanova,
  • Andrey Vazhdaev,
  • Artur Mitsel and
  • Anatoly Sidorov

31 December 2022

The actual problem of enterprise revenue management that requires an effective solution is considered. Revenue is the main source of cash proceeds specifically from the main enterprise activities, as well as one of the main factors affecting enterpri...

  • Article
  • Open Access
17 Citations
7,147 Views
16 Pages

DARI-Mark: Deep Learning and Attention Network for Robust Image Watermarking

  • Yimeng Zhao,
  • Chengyou Wang,
  • Xiao Zhou and
  • Zhiliang Qin

31 December 2022

At present, deep learning has achieved excellent achievements in image processing and computer vision and is widely used in the field of watermarking. Attention mechanism, as the research hot spot of deep learning, has not yet been applied in the fie...

  • Article
  • Open Access
7 Citations
2,372 Views
15 Pages

On Harmonic Complex Balancing Numbers

  • Fatih Yılmaz,
  • Aybüke Ertaş and
  • Jiteng Jia

31 December 2022

In the present work, we define harmonic complex balancing numbers by considering well-known balancing numbers and inspiring harmonic numbers. Mainly, we investigate some of their basic characteristic properties such as the Binet formula and Cassini i...

  • Article
  • Open Access
1 Citations
3,017 Views
22 Pages

Reliability Tests as a Strategy for the Sustainability of Products and Production Processes—A Case Study

  • Arturo Realyvásquez-Vargas,
  • Ramón Robles-Heredia,
  • Jorge Luis García-Alcaraz and
  • José Roberto Díaz-Reza

31 December 2022

Nowadays, manufacturing companies are looking to improve their sustainability to respond to the market and customers’ demands for sustainable products. Therefore, companies must improve their production processes to increase sustainability (eco...

  • Article
  • Open Access
12 Citations
3,549 Views
15 Pages

A Novel Neighborhood Granular Meanshift Clustering Algorithm

  • Qiangqiang Chen,
  • Linjie He,
  • Yanan Diao,
  • Kunbin Zhang,
  • Guoru Zhao and
  • Yumin Chen

31 December 2022

The most popular algorithms used in unsupervised learning are clustering algorithms. Clustering algorithms are used to group samples into a number of classes or clusters based on the distances of the given sample features. Therefore, how to define th...

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Mathematics - ISSN 2227-7390