A computational approach and software package RNAexploreR for grouping RNA molecules of human genes by exon features by M. M. Yatskou, V. V. Skakun, V. V. Grinev

Get full text

Design and Implementation of an Integrated Management System for Backfill Experimental Data by Yunpeng Kou, Yuhang Liu, Guoqing Li, Jie Hou, Liming Luan, Hao Wang

“…Developing a data interface, having a built-in test formula and customizing a multidimensional data analysis enable the system to solve the problems in data collection, data accounting, and data analysis. …”
Get full text

Disaggregate models with aggregate data: Two UrbanSim applications by Zachary Patterson, Marko Kryvobokov, Fabrice Marchal, Michel Bierlaire

“…In the context of UrbanSim, this is manifested in models with relatively few variables and dubious simulation results—in other words, while it is possible to develop an UrbanSim application with aggregate data, it should not be used for applied analysis. …”
Get full text

A Selective Overview of Quantile Regression for Large-Scale Data by Shanshan Wang, Wei Cao, Xiaoxue Hu, Hanyu Zhong, Weixi Sun

“…Large-scale data, characterized by heterogeneity due to heteroskedastic variance or inhomogeneous covariate effects, arises in diverse fields of scientific research and technological development. …”
Get full text

Data Management System and Software for Comprehensive Assessment of the State of the Biosphere by P. K. Shalkevich, D. S. Lavnikovich, Yu. S. Gorodnaya, A. V. Chementsova

“…As part of solving the problem of a comprehensive assessment of the state of the biosphere, the urgent question is to develop a geographic information system that will not only store large amounts of data of various types, but also provide the ability to use methods for processing and analyzing this data, numerical modeling me thods and intelligent decision-making methods. …”
Get full text

Automatic and Versatile Test Bench for Data Collection on Battery Cells by Esteban Marsal, Nicolás Martínez, Alfredo Pérez Vega-Leal, Federico Barrero, Mohamad Hamdan, Manuel G. Satué

“…Assessing performance requires evaluating parameters such as the state of health (SoH) of the battery, which necessitates developing a system capable of efficiently gathering large amounts of data. …”
Get full text

Developing Inclusive Learning Environments : Collaborative Learning Innovations for Students with Disabilities in Higher Education by Nisak Ruwah Ibnatur Husnul, Nani Rusnaeni

“…The data analysis technique is carried out descriptively qualitatively, which includes needs analysis, learning design, collaborative learning video development, and evaluation of the effectiveness of the learning implemented. …”
Get full text

Groups at high risk of developing respiratory tuberculosis among adult population of Kaluga Oblast by I. S. Lapshina, E. B. Tsybikova, M. Yu. Kotlovskiy

“…Pearson's chi-square test (χ2) was used for data analysis.Results. Among adult population, 8 groups facing the high risk of developing tuberculosis have been identified: HIV-positive individuals, people exposes to tuberculosis patients with a positive result of sputum testing, drug users, inmates staying in institutions of the Federal Penitentiary Service, individuals not screened for ≥ 2 years, homeless, migrants, and persons with alcohol addiction.According to results of analysis of factors that had a negative impact on the course of respiratory tuberculosis, the highest risk of developing a severe course was registered only in groups at advanced risk of tuberculosis: HIV-positive individuals, drug users, persons with alcohol addiction, homeless, individuals not screened for ≥ 2 years, and people exposes to tuberculosis patients with a positive result of sputum testing.…”
Get full text

Optimizing field work practices in vocational schools by developing a management information system by Mutia Liana, M Lutfi Firdaus, Manap Somantri

“…Trial data via questionnaire. Descriptive data analysis. …”
Get full text

Thermo-microstructural-mechanical modeling on effect of travel speeds on thin Ti–6Al–4V deposits developed by laser wire deposition by Qi Zhang, Fatih Sikan, Nejib Chekir, Mathieu Brochu

“…A finite element analysis (FEA) thermal model was developed to simulate the deposition process and predict the thermal history. …”
Get full text

Implementation of the K-Means Algorithm for Customer Churn Segmentation in Developing Bank Marketing Strategies by Reva Nur Rahmadiana, Dinda Lestarini

“…This study aims to segment customers based on characteristics that influence their churn risk using the K-Means algorithm. The data used in this research is secondary data consisting of 9,763 customer records from a bank customer churn dataset obtained via the Kaggle platform. …”
Get full text

Learning Analytics: A Data Mining and Machine Learning Perspective by Salam Ullah Khan, Kifayat Ullah, Mahvash Arsalan Lodhi, Sadaqat Ali Khan Bangash

“… Tremendous proliferation in data generation in the past few years has paved the way for new research and the development of new and improved techniques and algorithms in different fields of science and education. …”
Get full text

The Role of Education in Developing a Green Economy: A Case Study of Kazakhstan and Turkey by N. Ketenci, G. Zh. Nurmukhanova

“…From a practical point of view, the study’s results will provide empirical data and analysis that can be useful for developing educational and economic strategies and more effective government programs aimed at reducing CO2 emissions, improving environmental quality and promoting green growth.…”
Get full text

Implementation of the Prototype Method in Developing a Questionnaire Information System for Integrated Survey Services by Rhoedy Setiawan, Zainur Romadhon, Alvin Rainaldy Hakim

“…Universitas Muria Kudus (UMK) still relies on manual survey methods, leading to data duplication, input errors, and delays in analysis. …”
Get full text

Detection of OSA Through the Application of Deep Learning on Polysomnography Data by Hasan Ulutas, Recep Sinan Arslan, Muhammet Emin Sahin, Halil Ibrahim Cosar, Cagri Arisoy, Ahmet Sertol Koksal, Mehmet Bakir, Bulent Ciftci

“…By employing meticulous data collection, preprocessing, and analysis, the study demonstrates the potential of DNNs to capture intricate and high-dimensional features within complex sleep data, allowing precise and reliable diagnosis. …”
Get full text

Generative Artificial Intelligence for Hyperspectral Sensor Data: A Review by Diaa Addeen Abuhani, Imran Zualkernan, Raghad Aldamani, Mohamed Alshafai

“…GAI methods address the inherent challenges of HSI data, such as high dimensionality, noise, and the need to preserve spectral-spatial correlations, rendering them indispensable for modern HSI analysis. …”
Get full text

Methodology for extracting narratives from social media big data by E. Yu. Petrov, A. Yu. Sarkisova, D. O. Dunaeva, A. S. Voronov, M. G. Myagkov

“…Purpose: of the article is to present the experience in developing and testing the methodology for extracting a system of narratives on a socially significant phenomenon from authentic social network big data (using the example of narratives about COVID-19 vaccination in the Russian social network VKontakte during the pandemic).Methods: of automated data analysis were used by the tools of the PolyAnalyst analytical platform: topic modeling (PLSA method), text indexing algorithms with the sentence identification stage, clustering, data aggregation, data normalization, calculation of a quantitative index. …”
Get full text

Challenges in data collection for enhancing productivity in Brazilian industrial processes by Haroldo Lhou Hasegawa, Rafael Sene de Lima, Vidal Dias da Mota Junior, Ricardo Luiz Perez Teixeira

“…This included content analysis and semi-structured interviews with company managers. …”
Get full text

Incomplete basic vaccination and associated factors among children aged 12–23 months in resource-limited countries: a spatial and multilevel regression analysis of recent DHS data... by Mihret Getnet, Mihret Getnet, Melak Jejaw, Tadele Biresaw Belachew, Banchlay Addis, Endalkachew Dellie, Tesfahun Zemene Tafere, Nigusu Worku, Demiss Mulatu Geberu, Lake Yazachew, Getachew Teshale, Misganaw Guadie Tiruneh, Kaleb Assegid Demissie

“…A total of 48 resource-limited countries and a total weighted sample of 202,029 children (12–23 months) were included in our study. The data extraction, recoding, and analysis were conducted using STATA V.17. …”
Get full text

Gender differences in drug-induced precocious puberty: a real-world analysis of adverse event reports from the FDA FAERS database (2004–2024) by Bangguo Song, Peihao Zhang, Shupeng Chen, Yang Zhang, Jihong Hu

“…Disproportionality analysis (DPA) was applied to detect potential signals of DIPP. …”
Get full text