ILLEGAL APPENDAGES TO RESIDENTIAL BUILDINGS IN KUMASI, GHANA A CASE STUDY OF NORTH SUNTRESO by E Adinyira, P Anokye

“…This evident inadequacy of urban space particularly for housing development and the continuous population growth in Kumasi has fuelled the proliferation of illegal appendages to residential buildings at an alarming rate. Illegal appendages, have been an aspect of the after construction process that have been ignored by many the world over. …”
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Anomaly classification in IIoT edge devices by Danny Alexandro Múnera-Ramírez, Diana Patricia Tobón-Vallejo, Martha Lucía Rodríguez-López

“…Considering metrics such as false positive rate, false negative rate, accuracy, F1-score, and execution time, we concluded that SVM and MLP were the best methods for the case study because of their accuracy (78.6 and 76.1, respectively) and low execution time (17.3ms and 0.35ms). …”
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Hazard forecasting techniques implementation in crane safety instruments using a crane anemometer by V. A. Roshchin, S. D. Ivanov, A. N. Nazarov

“…This article describes an algorithm developed by the authors for the operation of a crane anemometer that measures the gust rate and average wind speed and determines the predicted wind speed on the basis of it. …”
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The Importance of Poneromorph Ants for Seed Dispersal in Altered Environments by Fabio Souto Almeida, Antonio José Mayhe-Nunes, Jarbas M Queiroz

“…In the present study, we assessed fragments of secondary forest and pastures focusing on two aspects of the seed dispersal process: removal rate and dispersal distance. We collected data in forest fragments named Forest 1 (6 ha), Forest 2 (36 ha), and Forest 3 (780 ha), and in a pasture in the municipality of Vassouras, Rio de Janeiro, southeastern Brazil. …”
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Application of artificial intelligence and machine learning in lung transplantation: a comprehensive review by Xiting Liu, Wenqian Chen, Wenwen Du, Pengmei Li, Pengmei Li, Xiaoxing Wang

“…The management of lung transplant recipients is a complex, multi-stage process that involves preoperative, intraoperative, and postoperative phases, integrating multidimensional data such as demographics, clinical data, pathology, imaging, and omics. …”
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Sentiment Analysis on the PT Pertamina Corruption Case using IndoBERT and RCNN Methods by Wildan Jaya Kusoema, Ichsan Ibrahim

“…The dataset consists of 10,078 YouTube comments collected via the YouTube Data API, which were then preprocessed, automatically labeled using an Indonesian-language RoBERTa model, and balanced through class distribution techniques including undersampling and contextual embedding-based augmentation with IndoBERT. …”
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ANALISIS KEMAMPUAN LITERASI NUMERASI SISWA SMP KRISTEN KALAM KUDUS AMBON by Tanwey Gerson Ratumanan, Reinhard Salamor, Eunike Ester Mataheru

“…To obtain data on the learning process in school, the development of  numeracy literacy, was conducted using Learning Process Document wich was prepared by Mathematics Teacher. …”
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Intrusion detection algorithm of wireless network based on network traffic anomaly analysis by Xiangqian Nie, Jiao Xing, Qimeng Li, Fan Xiao

“…The processed data is then fed into an anomaly analysis module, where abnormal traffic features are extracted and dimensionality-reduced via a stacked autoencoder to form standardized anomaly profiles. …”
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Expert Ranking of Employees in Large Enterprises Using Tacit Reputation by Saba Mahmood, Anwar Ghani, Ali Daud, Riad Alharbey, Amal Bukhari, Bader Alshemaimri

“…The results reveal that the technique is independent of the rating pattern and density of data.…”
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Comparative Evaluation of Neural Network Models for Optimizing ECG Signal in Non-Uniform Sampling Domain by Pratixita Bhattacharjee, Piotr Augustyniak

“…Evaluation of both strategies’ efficacy is performed by calculating signal distances at lower and higher sampling rates. First, a collection of synthetic data points that resembled the P-QRS-T wave was used to train the model. …”
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Unlocking the potential of wearable technology: Fitbit-derived measures for predicting ADHD in adolescents by Muhammad Mahbubur Rahman, Muhammad Mahbubur Rahman

“…Recent advancements in machine learning offer new opportunities to improve ADHD diagnosis using diverse data sources. This study explores the potential of Fitbit-derived physical activity data to enhance ADHD diagnosis.MethodWe analyzed a sample of 450 participants from the Adolescent Brain Cognitive Development (ABCD) study (data release 5.0). …”
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Creep Behavior and Long-Term Deformation Prediction of Ground Reinforced by High-Permeability Grouting by Li Chenhui, Xu Zhipeng, Zhou Pengkun, Zhang Hongbo, Zheng Yantao, Li Runguo, Liu Changwu

“…Full creep curves were recorded throughout the process. The effects of stress level on deformation magnitude and creep rate were evaluated, and the long-term strength of the grouted bodies under coupled stress–seepage conditions was derived using the isochronous stress method. …”
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Novel Electromagnetic-Interference-Free Indoor Environment Monitoring System by Mobile Camera-Image-Sensor-Based VLC by ZhenYang Ong, Vega Pradana Rachim, Wan-Young Chung

“…The image stream of the LED is captured and is processed locally in a mobile device. A single-receiver module with a camera image sensor can accept sensing data from six sensor modules simultaneously with a maximum transmission range up to 12 m and low error rate.…”
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MECHANISM ANALYSIS AND EXPERIMENTAL STUDY OF VACUUM ARC WELDING EQUIPMENT by MAO Jun, XIE ChunXue, XIE Miao, LIU ZhiXiang

“…Through the experimental data to verify and improve the theoretical research,in order to improve the success rate of vacuum arc welding equipment to provide a reliable basis for the value of the parameters and the solution.…”
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Distribution characteristics of abnormal formation pressures in the aquatic area of the Sakhalin shelf by A. K. Shatyrov

“…Data systematization and statistical generalization, partial borrowing of materials from field data, reference literature and published materials. …”
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REMOVAL OF AN ACID DYE FROM AQUEOUS SOLUTIONS BY ADSORPTION ON A COMMERCIAL GRANULAR ACTIVATED CARBON: EQUILIBRIUM, KINETIC AND THERMODYNAMIC STUDY by Marius Sebastian Secula, Benoît Cagnon, Igor Creţescu, Mariana Diaconu, Stelian Petrescu

“…Batch experiments were conducted to study the equilibrium isotherms and kinetics of Indigo Carmine on GAC. The kinetic data were analyzed using the Lagargren, Ho, Elovich, Weber-Morris and Bangham models in order to establish the most adequate model that describes this process, and to investigate the rate of IC adsorption. …”
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Protection Analysis of a Traveling-Wave, Machine-Learning Protection Scheme for Distributions Systems With Variable Penetration of Solar PV by Miguel Jimenez-Aparicio, Trupal R. Patel, Matthew J. Reno, Javier Hernandez-Alvidrez

“…Furthermore, estimations of the false trip probability and average unnecessary load loss are included, as these events may occur due to the misoperation and miscoordination of the proposed data-driven, signal-based relays. Results show high TW detection rates and fault location accuracies, which cause a small and bounded percentage of imprecise fault locations and unnecessary load loss. …”
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Edge Computing-Based Video Action Recognition Method and Its Application in Online Physical Education Teaching by Jinzhu Han, Jinjin Zhao, Yan Yue, Xinrui Che

“…This setup enables fast data processing, reduces transmission latency, and protects sensitive data. …”
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Barrio-Level Assessment of Solar Rooftop Energy and Initial Insights into Energy Inequalities in Puerto Rico by Carlos A. Peña-Becerra, Willian A. Pacheco-Cano, Daniel F. Aragones-Vargas, Agustín Irizarry-Rivera, Marcel Castro-Sitiriche

“…This study evaluates the potential of rooftop PV systems across Puerto Rico using the National Renewable Energy Laboratory’s (NREL) PV Rooftop Database, processing detailed roof surface data to estimate installed capacity, energy generation, Levelized Cost of Electricity (LCOE), and solar resource potential at municipal and barrio levels. …”
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Assessment of social cognition in patients with amyotrophic lateral sclerosis: protocol for a cross-sectional comparative study at Angers University Hospital by Julien Cassereau, Philippe Allain, Juliette Faure-de Baets, Jérémy Besnard, Etienne Emmelin

“…Group differences will be analysed using analysis of variance, while regression models will explore associations between social cognitive deficits and clinical markers of ALS progression.Ethics and dissemination This study has been approved by the French Ethics Committee (CPP) Ouest I under reference 2020-A01213-36. Data collection and processing comply with French and European data protection regulations (GDPR, Loi Informatique et Libertés). …”
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