Data-Driven Machine-Learning Model in District Heating System for Heat Load Prediction: A Comparison Study by Fisnik Dalipi, Sule Yildirim Yayilgan, Alemayehu Gebremedhin

“…The algorithms examined are Support Vector Regression (SVR), Partial Least Square (PLS), and random forest (RF). We use the data collected from buildings at several locations for a period of 29 weeks. …”
Get full text

Quantum Safe Multi-Factor User Authentication Protocol for Cloud-Assisted Medical IoT by Arman Ahmad, S. Jagatheswari

“…The proposed protocol utilizes a post-quantum fuzzy commitment (PQFC) scheme to enhance security and is rigorously analyzed under the random oracle model and ProVerif tool. Its functionality and security are thoroughly assessed, demonstrating adherence to key requirements such as memoryless operation, user anonymity, mutual authentication, and resistance to various threats, including biometric tampering, stolen-verifier attacks, and insider attacks. …”
Get full text

Penerapan Model Problem Based Learning dan Penggunaan Board Game Career Racing Dalam Peningkatan Kematangan Karier Peserta Didik by Firosalia Kristin, Tritjahjo Danny Soesilo, Yustinus Windrawanto, Aurellia Jeslyn, Adi Nurhidayat

“…The subjects were 10 students from grade 12 IPS 1 selected using purposive random sampling based on low and moderate career maturity characteristics. …”
Get full text

Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm by Zhenzhong Lu, Ziqi Hu, Lin Ma, Shangtao Huang, Tao Peng, Min Liu, Biao Han, Jiali Liao, Zihao Wang, Yanling Sun

“…WOA is used to invert and simulate the bubbles that follow a certain distribution, adding different levels of random noise to verify the stability of the algorithm. …”
Get full text

Relationship Between Communication Skills and Classroom Management Skills of Elementary School Teachers by Beenish Abdul Khaliq, Dr Alina Raza, Dr Fouzia Ajmal

“…A total of 93 teachers from government girls' elementary schools were selected through random sampling. Data was collected via a structured five-point Likert scale questionnaire, measuring dimensions of communication skills (verbal, non-verbal, written, visual) and classroom management skills (time, discipline, instructional, resource management). …”
Get full text

Finite Element Model Updating of Satellite Sailboard Based on Sensitivity Analysis by Haitao Luo, Wei Wang, Jia Fu, Lichuang Jiao

“…The simulation and test acceleration response of the modified finite element model of a honeycomb panel are compared under the two conditions of sine sweep and random vibration. The acceleration response curves of reference points are consistent, and amplitude and frequency errors are within acceptable limits. …”
Get full text

Diagnosis of Coronary Heart Disease via Robust Artificial Neural Network Classifier by Adaptive Synthetic Sampling Approach by Elahe Moradi

“…On the other hand, due to the imbalance of CHD data, three data balancing methods, including Random Over Sampling (ROS), Synthetic Minority Over Sampling Technique (SMOTE), and Adaptive Synthetic Sampling (ADASYN) approaches, have been applied to the CHD data set. …”
Get full text

Socioeconomic Determinants of Agricultural Extension Needs among Yam Farmers in Nasarawa State, Nigeria by Danlami Haruna Yakubu, Gumugumu Godknows Brakiebou Douseifa, Ango Adamu Kamba, Jazuli Alhassan

“…A multistage sampling procedure involving both purposive and random selection was used to select 295 farmers for the study. …”
Get full text

Economic Analysis of Household Processing Sugar Nagari Bukik Batabuah Agam District by Alvindo Dermawan, Nofialdi Nofialdi, Yusmarni Yusmarni

“…A method of the respondents is by means simple random sampling as many as 30 households respondents. …”
Get full text

An ecological network for large carnivores as a key tool for protecting landscape connectivity in the Carpathians by Kristýna Vlková, Vladimír Zýka, Cristian Remus Papp, Dušan Romportl

“…Both outputs were crucial for the connectivity modelling. We applied Random Walk and Least-Cost Path models and combined them to determine feasible connections between suitable habitats. …”
Get full text

TAXPAYERS’ AWARENESS, TAX PENALTIES AND TAX ADMINISTRATION IN NIGERIA by Benuh Adama Idris

“…The selection of the sample size was based on stratified random sampling method; copies of questionnaire were therefore distributed to the selected respondents.  …”
Get full text

RockCloud-Align: A High-Precision Benchmark for Rock-Mass Point-Cloud Registration by Yunbiao Wang, Dongbo Yu, Lupeng Liu, Jun Xiao

“…Building upon this dataset, we propose a novel registration method that eliminates the dependence on feature points and random sampling consensus, ensuring high efficiency and precision across diverse scenes and densities. …”
Get full text

Climate change adaptation strategies adopted by pastoralists in rangelands in Golestan province, Iran by Bahareh Behmanesh, Mohsen Sharaftmandrad, Mohammadreza Shahraki, Hossein Badripour

“…The statistical population consisted of 200 pastoralists from 3 pastoral units, of which 127 individuals were sampled using stratified random method. The results showed that 33.1% of the pastoralists had moderate adaptability to climate change. …”
Get full text

Explainable Machine Learning-Based Prediction Model for Diabetic Nephropathy by Jing-Mei Yin, Yang Li, Jun-Tang Xue, Guo-Wei Zong, Zhong-Ze Fang, Lang Zou

“…We compare four machine learning algorithms, including extreme gradient boosting (XGB), random forest, decision tree, and logistic regression, by AUC-ROC curves, decision curves, and calibration curves. …”
Get full text

Microscopic origin of the spatial and temporal precision in biological systems by Anupam Mondal, Anatoly B. Kolomeisky

“…It is even more surprising given that biological phenomena are regulated by multiple chemical reactions that are also random. Although the underlying molecular mechanisms of surprisingly high precision in biology remain not well understood, a novel theoretical picture that relies on the coupling of relevant stochastic processes has recently been proposed and applied to explain different phenomena. …”
Get full text

LINGKUNGAN FISIK, PEMBERANTASAN SARANG NYAMUK 3M PLUS DAN DEMAM BERDARAH DENGUE (DBD) DI PUSKESMAS PAYUNG SEKAKI by Angki Irawan, Elfia Suryati

“…The sampling technique used simple random sampling. Data collection was carried out by interview and observation with sample size of 194 household. …”
Get full text

Pengembangan instrumen skala general self-efficacy pada siswa sekolah menengah pertama by Athaya Yola Sevinka, Nyoman Dantes, Dewi Arum Widhayanti Metra Putri

“…The sampling technique uses a proportional stratified random sampling technique with a minimum sample of 175 students in 4 schools in the Kediri Regency, namely SMPN 1 Papar, SMPN 2 Papar, SMP Islam Kepung, SMPN 1 Gampengrejo. …”
Get full text

Investigating the Effects of Leader Credibility on Employee Communication Satisfaction by Effective Communication by Abbas Ghaedamini Harouni, Reza Ebrahimzadeh Dastjerdi, Morteza Torabi

“…The sample people were selected using a random sampling method and strata appropriate to the size of each selected class. …”
Get full text

Analisis Penerimaan Hulu Talent Yayasan Hasnur Centre Menggunakan TAM by Arif Muhammad Iqbal, Brina Miftahurrohmah

“…Pengujian menggunakan metode survey kuesioner kuantitatif menggunakan teknik Simple Random Sampling berisi statement tertutup yang disediakan peneliti. …”
Get full text

Speaking of Animals: A Conceptual analysis of Animal Metaphors in Yoruba by Oluwadamilare Adisa

“…Data collection involved a one-week purposive observation and audio-recording of random discussions among Yoruba speakers in Ibadan, consultation with Yoruba language teachers and elderly family members. …”
Get full text