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Mathematics, Volume 12, Issue 21

2024 November-1 - 142 articles

Cover Story: High-dimensional sparse matrix data, like word-word co-occurrence counts and e-commerce item pairs, often have skewed non-negative values with many zeros. We predict item or user relevance using unknown dense vector representations. Our model employs zero-inflated Gamma random variables and cosine similarities. We estimate the unknown parameters with shared parameter alternating zero-inflated Gamma regression models (SA-ZIGs), considering canonical and log link models. We propose two parameter updating schemes and an algorithm for estimating parameters, as well as an analytical convergence analysis. Numerical studies show that a SA-ZIG with a learning rate adjustment performs well, while Fisher scoring without adjustment may fail to find the maximum likelihood estimate. View this paper
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Articles (142)

  • Article
  • Open Access
1,390 Views
12 Pages

4 November 2024

This paper aims to investigate appropriate mathematical models devoted to the optimization of some cleaning processes related to pharmaceutical contaminant removal. In our recent works, we found the rehabilitation of the existing cleaning plants as a...

  • Article
  • Open Access
8 Citations
2,478 Views
26 Pages

Fuzzy Logic Controller for Power Control of an Electric Arc Furnace

  • Loredana Ghiormez,
  • Manuela Panoiu and
  • Caius Panoiu

4 November 2024

Electric Arc Furnaces (EAFs) are widely used in the steel manufacturing industry to melt scrap steel by employing a large number of electric arcs. EAFs play an important role in ensuring the efficient production of steel. However, their nonlinear and...

  • Article
  • Open Access
3 Citations
4,007 Views
16 Pages

Heart Rate Estimation Algorithm Integrating Long and Short-Term Temporal Features

  • Jie Sun,
  • Zhanwang Zhang,
  • Jiaqi Liu,
  • Lijian Zhou and
  • Songtao Hu

4 November 2024

Non-contact heart rate monitoring from facial videos utilizing remote photoplethysmography (rPPG) has gained significant traction in remote health monitoring. Given that rPPG captures the dynamic blood flow within the human body and constitutes a tim...

  • Feature Paper
  • Article
  • Open Access
1 Citations
3,413 Views
13 Pages

4 November 2024

This paper presents a novel method for fabricating three-dimensional (3D) microstructures of cobalt–platinum (Co-Pt) permanent magnets using a localized electrochemical deposition (LECD) technique. The method involves the use of an electrolyte...

  • Article
  • Open Access
1,854 Views
21 Pages

4 November 2024

In this study, we propose an adversarial learning approach to the asset pricing model estimation problem which aims to find estimates of factors and loadings that capture time-series covariations while minimizing the worst-case cross-sectional pricin...

  • Article
  • Open Access
2 Citations
1,495 Views
19 Pages

Truncation Error of the Network Simulation Method: Chaotic Dynamical Systems in Mechanical Engineering

  • Joaquín Solano,
  • Javier Mulas-Pérez,
  • Francisco Balibrea and
  • José Andrés Moreno-Nicolás

4 November 2024

This article focuses on the study of local truncation errors (LTEs) in the Network Simulation Method (NSM), specifically when using the trapezoidal method and Gear’s methods. The NSM, which represents differential equations through electrical c...

  • Feature Paper
  • Article
  • Open Access
2,290 Views
17 Pages

4 November 2024

Order execution is an extremely important problem in the financial domain, and recently, more and more researchers have tried to employ reinforcement learning (RL) techniques to solve this challenging problem. There are a lot of difficulties for conv...

  • Article
  • Open Access
1 Citations
3,776 Views
25 Pages

IMITASD: Imitation Assessment Model for Children with Autism Based on Human Pose Estimation

  • Hany Said,
  • Khaled Mahar,
  • Shaymaa E. Sorour,
  • Ahmed Elsheshai,
  • Ramy Shaaban,
  • Mohamed Hesham,
  • Mustafa Khadr,
  • Youssef A. Mehanna,
  • Ammar Basha and
  • Fahima A. Maghraby

3 November 2024

Autism is a challenging brain disorder affecting children at global and national scales. Applied behavior analysis is commonly conducted as an efficient medical therapy for children. This paper focused on one paradigm of applied behavior analysis, im...

  • Article
  • Open Access
2 Citations
1,399 Views
17 Pages

3 November 2024

This paper addresses the problem of distributed constrained optimization in a multi-agent system where some agents may deviate from the prescribed update rules due to failures or malicious adversarial attacks. The objective is to minimize the collect...

  • Article
  • Open Access
1,469 Views
24 Pages

Efficiency Investigation of Langevin Monte Carlo Ray Tracing

  • Sergey Ershov,
  • Vladimir Frolov,
  • Alexander Nikolaev,
  • Vladimir Galaktionov and
  • Alexey Voloboy

3 November 2024

The main computationally expensive task of realistic computer graphics is the calculation of global illumination. Currently, most of the lighting simulation methods are based on various types of Monte Carlo ray tracing. One of them, the Langevin Mont...

  • Feature Paper
  • Article
  • Open Access
12 Citations
1,696 Views
20 Pages

3 November 2024

Let M(Spin(8,C)) be the moduli space of Spin(8,C)-Higgs bundles over a compact Riemann surface X of genus g2. This admits a system called the Hitchin integrable system, induced by the Hitchin map, the fibers of which are Prym varieties. Moreover,...

  • Article
  • Open Access
2 Citations
1,832 Views
29 Pages

Exploring Kink Solitons in the Context of Klein–Gordon Equations via the Extended Direct Algebraic Method

  • Saleh Alshammari,
  • Othman Abdullah Almatroud,
  • Mohammad Alshammari,
  • Hamzeh Zureigat and
  • M. Mossa Al-Sawalha

2 November 2024

This work employs the Extended Direct Algebraic Method (EDAM) to solve quadratic and cubic nonlinear Klein–Gordon Equations (KGEs), which are standard models in particle and quantum physics that describe the dynamics of scaler particles with sp...

  • Article
  • Open Access
1 Citations
1,444 Views
19 Pages

2 November 2024

Different researchers have analyzed effective computational methods that maintain the precision of Allen–Cahn (AC) equations and their constant security. This article presents a method known as the reduced-order model technique by utilizing ker...

  • Feature Paper
  • Article
  • Open Access
946 Views
13 Pages

2 November 2024

In light of the planar inverse problem of Newtonian Dynamics, we study the monoparametric family of regular orbits f(r,θ)=c in polar coordinates (where c is the parameter varying along the family of orbits), which are generated by planar potent...

  • Article
  • Open Access
3 Citations
1,828 Views
15 Pages

1 November 2024

The local binary pattern (LBP) has been widely used for extracting texture features. However, the LBP and most of its variants tend to focus on pixel units within small neighborhoods, neglecting differences in direction and relationships among differ...

  • Article
  • Open Access
2 Citations
2,618 Views
21 Pages

A Fuzzer for Detecting Use-After-Free Vulnerabilities

  • Xiaoqi Zhao,
  • Haipeng Qu,
  • Jiaohong Yi,
  • Jinlong Wang,
  • Miaoqing Tian and
  • Feng Zhao

1 November 2024

Fuzzing is an extensively used automated vulnerability detection technique. Most existing fuzzers are guided by edge coverage, which makes them less effective in detecting specific vulnerabilities, especially use-after-free (UAF) vulnerabilities. Thi...

  • Article
  • Open Access
8 Citations
5,446 Views
30 Pages

Solving Viscous Burgers’ Equation: Hybrid Approach Combining Boundary Layer Theory and Physics-Informed Neural Networks

  • Rubén Darío Ortiz Ortiz,
  • Oscar Martínez Núñez and
  • Ana Magnolia Marín Ramírez

1 November 2024

In this paper, we develop a hybrid approach to solve the viscous Burgers’ equation by combining classical boundary layer theory with modern Physics-Informed Neural Networks (PINNs). The boundary layer theory provides an approximate analytical s...

  • Article
  • Open Access
2 Citations
1,783 Views
14 Pages

31 October 2024

In this work, a functional variant of the polynomial analogue of Gandy’s fixed point theorem is obtained. Sufficient conditions have been found to ensure that the complexity of recursive functions does not exceed polynomial bounds. This opens u...

  • Article
  • Open Access
5 Citations
3,061 Views
32 Pages

31 October 2024

The study presents a comprehensive framework for integrating foundation models (FMs), federated learning (FL), and Artificial Intelligence of Things (AIoT) technologies to enhance aircraft health monitoring systems (AHMSs). The proposed architecture...

  • Article
  • Open Access
1 Citations
2,347 Views
22 Pages

A Multicriteria Customer Classification Method in Supply Chain Management

  • Felipe Barrera,
  • Marina Segura and
  • Concepción Maroto

31 October 2024

Since Kraljic’s strategic matrix was applied to supply chain management, classification of items, suppliers, and customers has become of increasing interest to research and companies. The aim of this research is to develop an easily interpretab...

  • Article
  • Open Access
1,183 Views
14 Pages

A Comparative View of Becker, Lomnitz, and Lambert Linear Viscoelastic Models

  • Juan Luis González-Santander and
  • Francesco Mainardi

31 October 2024

We compare the classical viscoelastic models due to Becker and Lomnitz with respect to a recent viscoelastic model based on the Lambert W function. We take advantage of this comparison to derive new analytical expressions for the relaxation spectrum...

  • Article
  • Open Access
1,382 Views
39 Pages

31 October 2024

The scattering problem of elastic waves impinging on periodic single and double arrays of parallel cylindrical defects is considered for isotropic materials. An analytic expression for the scattering matrix is obtained by means of the Lippmann–...

  • Article
  • Open Access
1 Citations
1,845 Views
13 Pages

Hierarchical Optimal Dispatching of Electric Vehicles Based on Photovoltaic-Storage Charging Stations

  • Ziyuan Liu,
  • Junjing Tan,
  • Wei Guo,
  • Chong Fan,
  • Wenhe Peng,
  • Zhijian Fang and
  • Jingke Gao

31 October 2024

Electric vehicles, known for their eco-friendliness and rechargeable–dischargeable capabilities, can serve as energy storage batteries to support the operation of the microgrid in certain scenarios. Therefore, photovoltaic-storage electric vehi...

  • Article
  • Open Access
13 Citations
12,430 Views
32 Pages

Ensemble-Based Machine Learning Algorithm for Loan Default Risk Prediction

  • Abisola Akinjole,
  • Olamilekan Shobayo,
  • Jumoke Popoola,
  • Obinna Okoyeigbo and
  • Bayode Ogunleye

31 October 2024

Predicting credit default risk is important to financial institutions, as accurately predicting the likelihood of a borrower defaulting on their loans will help to reduce financial losses, thereby maintaining profitability and stability. Although mac...

  • Article
  • Open Access
2 Citations
1,980 Views
19 Pages

31 October 2024

The consensus problem of a multi-agent system with nonlinear second-order underactuated agents is addressed. The essence of the approach can be outlined as follows: the output is redesigned first so that the agents attain the minimum-phase property....

  • Article
  • Open Access
2 Citations
2,128 Views
12 Pages

31 October 2024

Prime Power RSA is a variant of the RSA scheme due to Takagi with modulus N=prq for r2, where p,q are of the same bit-size. In this paper, we concentrate on one type of Prime Power RSA which assumes e·d1modpr1(p1)(...

  • Article
  • Open Access
6 Citations
1,263 Views
20 Pages

31 October 2024

This paper investigates the nonlinear dynamic deflection, natural frequency, and wave propagation in functionally graded (FG) porous piezoelectric microscale tubes under periodic load, hygrothermal conditions, and an external electric field. The piez...

  • Article
  • Open Access
1 Citations
1,262 Views
24 Pages

31 October 2024

This study looks at how travelers move between MADINA and JEDDA, using the UPPAAL Stratego tool to tackle the complexities of urban mobility. As cities grow, effective transportation planning becomes more challenging. Travelers have three options: ca...

  • Article
  • Open Access
2 Citations
1,567 Views
14 Pages

31 October 2024

Designing maintenance strategies for a vast portfolio of aging infrastructures requires decision-makers to ensure adequate safety levels while addressing the requirements on service interruptions, costs, and workforce availability. This study address...

  • Article
  • Open Access
2,226 Views
22 Pages

31 October 2024

Observational data with massive sample sizes are often distributed on many local machines. From an experimental design perspective, investigators often desire to identify the effect of new treatments (even ML algorithms) on many blocks of experimenta...

  • Article
  • Open Access
2 Citations
1,630 Views
15 Pages

31 October 2024

In this paper, we study the initial value problem for the fractional differential equation with multiple deviating arguments. By using Krasnoselskii’s fixed point theorem, the conditions of solvability of the problem are obtained. Furthermore,...

  • Feature Paper
  • Article
  • Open Access
1,228 Views
20 Pages

31 October 2024

In cluster analysis one often finds several partitions of a data set using different clustering methods and algorithms set with a variety of hyperparameters and tunings. The number of clusters K is one of the most relevant of such hyperparameters. Cl...

  • Article
  • Open Access
17 Citations
11,215 Views
29 Pages

Hybrid Approach to Automated Essay Scoring: Integrating Deep Learning Embeddings with Handcrafted Linguistic Features for Improved Accuracy

  • Muhammad Faseeh,
  • Abdul Jaleel,
  • Naeem Iqbal,
  • Anwar Ghani,
  • Akmalbek Abdusalomov,
  • Asif Mehmood and
  • Young-Im Cho

31 October 2024

Automated Essay Scoring (AES) systems face persistent challenges in delivering accuracy and efficiency in evaluations. This study introduces an approach that combines embeddings generated using RoBERTa with handcrafted linguistic features, leveraging...

  • Article
  • Open Access
3,011 Views
19 Pages

31 October 2024

The fuel economy of electric vehicles (EVs) is an important factor in determining the competitiveness of EVs. Since the fuel economy is affected by the efficiency of an e-powertrain composed of a motor and inverter, it is necessary to select a high-e...

  • Article
  • Open Access
6 Citations
2,480 Views
17 Pages

Explaining the Anomaly Detection in Additive Manufacturing via Boosting Models and Frequency Analysis

  • Mario Vozza,
  • Joseph Polden,
  • Giulio Mattera,
  • Gianfranco Piscopo,
  • Silvestro Vespoli and
  • Luigi Nele

31 October 2024

Anomaly detection is an important feature in modern additive manufacturing (AM) systems to ensure quality of the produced components. Although this topic is well discussed in the literature, current methods rely on black-box approaches, limiting our...

  • Article
  • Open Access
4 Citations
1,686 Views
21 Pages

31 October 2024

This study investigates the evolutionary game dynamics among electric vehicle distribution entities in the context of shared charging facilities, addressing the critical issue of inadequate charging resources. To understand the behavior of different...

  • Article
  • Open Access
2 Citations
1,205 Views
22 Pages

Numerical Modeling of Two-Phase Fluid Filtration for Carbonate Reservoir in Two-Dimensional Formulation

  • Ravil M. Uzyanbaev,
  • Yuliya O. Bobreneva,
  • Yury A. Poveshchenko,
  • Viktoriia O. Podryga,
  • Sergey V. Polyakov,
  • Parvin I. Rahimly and
  • Irek M. Gubaydullin

31 October 2024

This work considers the isothermal process of incompressible viscous fluid filtration in an oil-saturated, fractured-porous reservoir. A study of the pressure and water saturation distribution process is carried out for a case in which a production w...

  • Article
  • Open Access
1,677 Views
27 Pages

31 October 2024

This paper presents a mathematical approach to analyzing carbon abatement costs and the allocation of carbon emission allowances in China’s industrial sectors. We utilize input–output data from 30 Chinese provinces between 2009 and 2018 t...

  • Article
  • Open Access
3 Citations
5,203 Views
13 Pages

Dominion on Grids

  • Jianning Su,
  • Julian Allagan,
  • Shanzhen Gao,
  • Olumide Malomo,
  • Weizheng Gao and
  • Ephrem Eyob

31 October 2024

The domination (number) of a graph G=(V,E), denoted by γ(G), is the size of the minimum dominating sets of V(G), also known as γ-sets. As such, the dominion of G, denoted by ζ(G), counts all its γ-...

  • Article
  • Open Access
7 Citations
2,754 Views
14 Pages

Artificial Neural Network-Based Data-Driven Parameter Estimation Approach: Applications in PMDC Motors

  • Faheem Ul Rehman Siddiqi,
  • Sadiq Ahmad,
  • Tallha Akram,
  • Muhammad Umair Ali,
  • Amad Zafar and
  • Seung Won Lee

31 October 2024

The optimal performance of direct current (DC) motors is intrinsically linked to their mathematical models’ precision and their controllers’ effectiveness. However, the limited availability of motor characteristic information poses signif...

  • Article
  • Open Access
3 Citations
1,002 Views
15 Pages

31 October 2024

This paper investigates the qualitative properties of the solutions for neutral implicit stochastic Hilfer fractional differential equations involving Lévy noise with retarded and advanced arguments. The existence property of the solution of t...

  • Article
  • Open Access
3 Citations
3,974 Views
21 Pages

31 October 2024

Sentiment is employed in various fields, such as collecting web-based opinions for the formulation of governmental policies, measuring employee and customer satisfaction levels in business organizations, and measuring the sentiment of the public in p...

  • Feature Paper
  • Article
  • Open Access
1 Citations
2,087 Views
13 Pages

Time Parametrized Motion Planning

  • Stuart Taylor,
  • Carol Linton,
  • James Biggs and
  • William Holderbaum

31 October 2024

Time can be treated as a free parameter to isotropically stretch the tangent space. A trajectory, which matches the boundary conditions on its configuration, is adjusted so that velocity conditions are met. The modified trajectory is found by substit...

  • Article
  • Open Access
2 Citations
1,665 Views
19 Pages

BlockLoader: A Comprehensive Evaluation Framework for Blockchain Performance Under Various Workload Patterns

  • Gang Wang,
  • Yanfeng Zhang,
  • Chenhao Ying,
  • Qinnan Zhang,
  • Zhiyuan Peng,
  • Xiaohua Li and
  • Ge Yu

31 October 2024

Hyperledger Fabric is one of the most popular permissioned blockchain platforms widely adopted in enterprise blockchain solutions. To optimize and fully utilize the platform, it is desired to conduct a thorough performance analysis of Hyperledger Fab...

  • Article
  • Open Access
1 Citations
1,136 Views
13 Pages

30 October 2024

A common cause of deterioration in historic manuscripts is ink transparency or bleeding from the opposite page. Philologists and paleographers can significantly benefit from minimizing these interferences when attempting to decipher the original text...

  • Article
  • Open Access
4 Citations
1,412 Views
28 Pages

30 October 2024

This paper introduces a novel four-parameter discrete bivariate distribution, termed the bivariate discretized Fréchet–Weibull distribution (BDFWD), with marginals derived from the discretized Fréchet–Weibull distribution. S...

  • Article
  • Open Access
1,369 Views
18 Pages

Modeling and Performance Evaluation of a Cellular Network with OMA and NOMA Users with Batch Arrivals by Means of an M[X]/M/S/0 Model

  • Luis Alberto Vásquez-Toledo,
  • Carlos González-Flores,
  • Miguel Lopez-Guerrero,
  • Alfonso Prieto-Guerrero,
  • José Alfredo Tirado-Méndez,
  • Ricardo Marcelín-Jiménez,
  • Enrique Rodriguez-Colina,
  • Michael Pascoe-Chalke and
  • Francisco R. Castillo-Soria

30 October 2024

Nowadays, efficient spectrum usage is one of the most important design principles to take into account in wireless communications due to the exponential growth of mobile devices. In that sense, solutions such as Non-Orthogonal Multiple Access (NOMA)...

  • Article
  • Open Access
802 Views
16 Pages

Construction of Akushsky Core Functions Without Critical Cores

  • Vladislav Lutsenko,
  • Mikhail Babenko and
  • Maxim Deryabin

30 October 2024

The residue number system is widely used in cryptography, digital signal processing, image processing systems, and other areas where high-performance computing is required. One of the main tools used in the residue number system is the Akushsky core...

  • Article
  • Open Access
1 Citations
1,595 Views
13 Pages

30 October 2024

The trust region method is an effective method for solving unconstrained optimization problems. Incorrectly updating the rules of the trust region radius will increase the number of iterations and affect the calculation efficiency. In order to obtain...

  • Article
  • Open Access
1 Citations
1,752 Views
20 Pages

Weighted Asymmetry Index: A New Graph-Theoretic Measure for Network Analysis and Optimization

  • Ali N. A. Koam,
  • Muhammad Faisal Nadeem,
  • Ali Ahmad and
  • Hassan A. Eshaq

30 October 2024

Graph theory is a crucial branch of mathematics in fields like network analysis, molecular chemistry, and computer science, where it models complex relationships and structures. Many indices are used to capture the specific nuances in these structure...

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Mathematics - ISSN 2227-7390