Analysis of signals from air conditioner compressors with ordinal patterns and machine learning by Keila Barbosa, Alejandro C Frery, George DC Cavalcanti

“…This approach makes it easier to identify recurring or abnormal patterns in machine operations that may indicate wear or impending failure. Additionally, Ordinal Patterns allow for precise and understandable visualization of operational data, making interpreting results more accessible for professionals who may not be experts in data analysis. …”
Get full text

MEAT TRADE DYNAMICS: MONTHLY PATTERNS IN ROMANIA’S IMPORTS (CMA AND HOLT-WINTERS METHODS) by Aurelia Vasilica BĂLAN, Elena TOMA

“…This study examines the trend of meat imports from Romania using monthly data from January 2011 to May 2024. The analysis aims to project the values of meat imports until May 2025 by using various forecasting algorithms to understand import trends and seasonality. …”
Get full text

The siRNA Non-seed Region and Its Target Sequences Are Auxiliary Determinants of Off-Target Effects. by Piotr J Kamola, Yuko Nakano, Tomoko Takahashi, Paul A Wilson, Kumiko Ui-Tei

“…Analysis of experimentally validated miRNA targets demonstrated a similar trend, indicating a putative conserved mechanistic feature of seed region-dependent targeting mechanism. These observations may prove useful as parameters for off-target prediction algorithms and improve siRNA 'specificity' design rules.…”
Get full text

The Impact of Acute Hydration on Body Composition Assessment Using the Bioelectrical Impedance Method in Female Pilates Novices by Lejla Dizdarević, Saša Vuk

“…It is concluded that fluid intake immediately before BIA analysis may temporarily affect the results, which may lead to misinterpretations of body composition. …”
Get full text

Grid-Connected Solar PV System with Maximum Power Point Tracking and Battery Energy Storage Integrated with Sophisticated Three-Level NPC Inverter by D. Ravi Kishore, T. Vijay Muni, B. Srinivas Raja, Mukesh Pushkarna, B. Srikanth Goud, Kareem M. AboRas, Sadam Alphonse

“…An NPC inverter with adjustable neutral-point clamping may achieve this result. To achieve this result, a modernized NPC inverter is used. …”
Get full text

An Efficient Method for Diagnosing Brain Tumors Based on MRI Images Using Deep Convolutional Neural Networks by Thanh Han-Trong, Hinh Nguyen Van, Huong Nguyen Thi Thanh, Vu Tran Anh, Dung Nguyen Tuan, Luu Vu Dang

“…Those results of the evaluated algorithms through the coefficient F1-score are greater than 94% and the highest value is 97.65%.…”
Get full text

Analytic-Numerical Approach to Solving Singularly Perturbed Parabolic Equations with the Use of Dynamic Adapted Meshes by D. V. Lukyanenko, V. T. Volkov, N. N. Nefedov, L. Recke, K. Schneider

“…The main objective of the paper is to present a new analytic-numerical approach to singularly perturbed reaction-diffusion-advection models with solutions containing moving interior layers (fronts). …”
Get full text

Diagnosis and treatment of acute coronary syndrome during the novel coronavirus infection COVID-19 pandemic by A. M. Namitokov, O. P. Ishevskaya, V. I. Fetisova, E. D. Kosmacheva, V. A. Porkhanov

“…Based on the available data, the main organizational and therapeutic approaches for ACS during the COVID-19 pandemic are reflected.…”
Get full text

THE USE OF DATA AGGREGATION IN MOBILE SENSOR NETWORKS by M. A. Smolnikov, Y. A. Skudnyakov

“…In the article the comparison of traditional routing algorithms with content based routing algorithms is performed. …”
Get full text

Genetic variants and molecular profiling of 46,XY gonadal dysgenesis using whole-exome sequencing by Ning Zhang, Ning Zhang, Ning Zhang, Shuoming You, Shuoming You, Jingjing Guo, Jingjing Guo, Xingyu Chang, Xingyu Chang, Junjun Qiu, Junjun Qiu, Keqin Hua, Keqin Hua

“…This study enhances our understanding of the genetic etiology and pathogenesis of 46,XY GD, which may aid in the diagnosis and intervention of this disorder.…”
Get full text

Model of knowledge representation in the system of information support for decision making by S. F. Lipnitsky

“…The formalization of such relations provides an adequate representation of knowledge and serves as a theoretical basis for the algorithmization of user interaction with the system.When solving the problem of knowledge modeling, three main goals are pursued: the construction of a mathematical model of semantic relations, the study of the properties of marginal syntagmas and the construction of algorithms for the formation of a dictionary of syntagmatic structures.Methods. …”
Get full text

THE IMPACT OF ALGERIAN RESEARCHERS TOWARDS NATIONAL RESEARCH AND ITS IMPACT ON THE IMPACT FACTOR OF SCIENTIFIC JOURNALS by Meryem HADDAD

“…The objective is to analyze the algorithms provided by ResearchGate, Google Scholar to calculate its true impact factor through citation analysis. …”
Get full text

ARTIFICIAL INTELLIGENCE MANAGEMENT AND ETHICS IN THE IMPLEMENTATION OF MECHATRONIC SYSTEMS IN THE AUTOMOTIVE INDUSTRY: CHALLENGES AND APPLIED SOLUTIONS by ȚÎȚU Aurel Mihail, BÂLC Emanuel, BÂLC Daniel, OPREAN Constantin

“…At the same time, the ethical challenges related to the explainability of AI algorithms, the transparency of automated decisions and the protection of personal data are discussed. …”
Get full text

A MODEL OF THE ENGLISH-UKRAINIAN SUB-CORPUS OF TEXTS OF NATO, UN AND WTO OFFICIAL AND BUSINESS DOCUMENTS by Yuliya I. Demyanchuk

“…We generalized the statement that the EUS is a dynamic, context-dependent sub-corpus (only official and business texts of international organizations, such as NATO, UN, WTO) and an optimal algorithm designed to be easily downloaded and used. …”
Get full text

How news media frame data risks in their coverage of big data and AI by Dennis Nguyen

“…Public discourses have become sensitive to the ethical challenges of big data and artificial intelligence, as scandals about privacy invasion, algorithmic discrimination, and manipulation in digital platforms repeatedly make news headlines. …”
Get full text

Psychometry of Latent Characteristics: Tools, Problems of Rank Information Processing, Solutions by V.G, Mitikhin

“…The algorithms of the AHP normative approach are presented, which allow obtaining numerical, personalized assessments of psychosocial characteristics. …”
Get full text

Modelling water table depth at rewetted peatlands with Sentinel-1 and Sentinel-2 by Eoin Reddin, Jennifer Hanafin, Mingming Tong, Laurence Gill, Mark G. Healy

“…There is evidence that satellite remote sensing techniques may be effective tools at monitoring water table depth. …”
Get full text

Integrative Analysis of Neutrophil-Associated Genes Reveals Prognostic Significance and Immune Microenvironment Modulation in Cervical Cancer by Ting Hu, Haijing Wu, Xinghan Cheng, Haoyue Gao, Min Yang

“…<b>Conclusions:</b> We developed a NAGS signature that may inform prognosis and immune microenvironment status in cervical cancer. …”
Get full text

Diagnostic and prognostic value of inflammatory indices in patients with prediabetes and type 2 diabetes mellitus by Z.O. Shaienko, H.Yu. Morokhovets

“…Inflammatory indices derived from complete blood count parameters may serve as accessible and cost-effective tools for assessing meta-inflammation. …”
Get full text

Advancing Mental Health Care: A Comprehensive Review of Digital Tools and Technologies for Enhancing Diagnosis, Treatment, and Wellness by Muhammad Khalid Anser, Agha Amad Nabi, Ishfaq Ahmad, Muhammad Moinuddin Qazi Abro, Khalid Zaman

“…Online therapy platforms let marginalized individuals obtain therapy remotely. Wearable technology may detect heart rate, blood pressure, and sleep length, which may reveal mental health difficulties. …”
Get full text