Big Data Analysis Using Apache Spark MLlib and Hadoop HDFS with Scala and Java by Hoger Khayrolla Omar, Alaa Khalil Jumaa

“…In this paper, some comparisons are presented about the time performance evaluation among Scala and Java in apache spark MLlib. …”
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Pursuing Paradigm Shift in Construction Safety Management: A Theoretical Introduction to the Safety Action Evaluation by Ahmed Jalil Al-Bayati, Keith J. Kowalkowski, Daniela Schröter

“…A robust research methodology was employed to develop a first-of-its-kind safety performance evaluation system. By employing literature and the Delphi method, the research team identified 19 safety actions that could be undertaken by frontline supervisors to improve overall safety performance. …”
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Structural Health Monitoring System for a Complicated Long-Span Continuous Girder Bridge: Implementation and Demonstration by Zhi-Wen Wang, Lie-Ping Xu, You-Liang Ding, Run-Zhou You, Jian-Bin Zhu, Sha Shan

“…The collected data provide scientific guidance for the performance evaluation of the Dongbao River Xin’an Bridge and the optimized design of similar bridges.…”
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Management of human talent and job skills of health personnel in a hospital in Peru by Karen Sthephanie Gómez Guadalupe, Davis Alberto Mejía Pinedo, Carlos Diez Morales, Ericcson Felix Castillo Saavedra, Cecilia Elizabeth Reyes Alfaro, Cintia Rosales Márquez

“…The dimensions of recruitment, selection, training, reward, and performance evaluation also showed specific correlations with job competencies, with coefficients ranging from 0.876 to 0.978. …”
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Optimalisasi Prediksi Harga Ihsg Menggunakan Hybrid Weighted Fuzzy Time Series Hidden Markov Model Dengan Algoritma Evolusi Differensial by Alya Fitri Syalsabilla, Suci Astutik, Agus Fachrur Rozy

“…This research aims to enhance the prediction of IHSG price through hybrid model optimization and performance evaluation. The study employs IHSG monthly data from January to December 2023 from www.yahoo.finance.com. …”
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The Evaluation of Short- and Long-Term Performance of Cold-Mix Asphalt Patching Materials by Chien-Wei Huang, Tsung-Han Yang, Guan-Bo Lin

“…Therefore, the short-term (initial stability) and long-term (in-service durability) performance evaluation of CMA patching materials is necessary. …”
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The assessment of sports performance by grip pressure using flexible piezoresistive pressure sensors in seven sports events by Kebao Zhang, Beilei Guo, Mingchuan Yang, Yi Jia, Kehu Zhang, Liu Wang

“…Abstract Flexible micro-sensors have significant application potential in the field of sports performance evaluation. The aim of this study is to assess sports performance by grip pressure using a MMSS sensor (MXene as the sensitive material and melamine sponge as the substrate, a type of flexible piezoresistive pressure sensor). …”
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Hysteresis Nonlinearity Identification Using New Preisach Model-Based Artificial Neural Network Approach by Mohammad Reza Zakerzadeh, Mohsen Firouzi, Hassan Sayyaadi, Saeed Bagheri Shouraki

“…Here a novel neural network approach based on the Preisach model is addressed, provides accurate hysteresis nonlinearity modeling in comparison with the classical Preisach model and can be used for many applications such as hysteresis nonlinearity control and identification in SMA and Piezo actuators and performance evaluation in some physical systems such as magnetic materials. …”
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Adsorption of Acetic Acid, Cadmium ions, Lead ions and Iodine Using Activated Carbon from Waste Wood and Rice Husks by TO Goodhead, KK Dagde

“…This paper presents the performance evaluation of locally prepared activated carbon from rice husk and saw dust. …”
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Modeling the Smart Factory Manufacturing Products Characteristics: The Perspective of Energy Consumption by A.B.M. Salman Rahman, Myeongbae Lee, Jonghyun Lim, Yongyun Cho, Changsun Shin

“…The Root Mean Square Error (RMSE) performance evaluation result for ARIMA and SARIMA is 8.70 and 10.90, respectively. …”
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Improving detection of Parkinson’s disease with acoustic feature optimization using particle swarm optimization and machine learning by Elmoundher Hadjaidji, Mohamed Cherif Amara Korba, Khaled Khelil

“…The particle swarm optimization algorithm is employed for this purpose, with the Oxford PD dataset serving as the source data for training and validation. Performance evaluation encompasses four classification algorithms: support vector machine, Gradient Boosting (GB), k-nearest neighbors (KNN), and Naïve Bayes. …”
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Defect identification of fan blade based on adaptive parameter region growth algorithm by Wang Yifan, Wang Xueyao, Yang Dongmei, Ru Xinqin, Zhang Yuxin

“…Finally, the image of defect recognition is demonstrated through morphological algorithm and framing optimization, the Mean Intersection over Union (MIoU) performance evaluation index is analyzed, and the effectiveness of the algorithm is verified through experimental data comparison.…”
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Prediction of Transverse Reinforcement of RC Columns Using Machine Learning Techniques by Congzhen Xiao, Baojuan Qiao, Jianhui Li, Zhiyong Yang, Jiannan Ding

“…Through comprehensive performance evaluation on the testing set, an XGBoost model is selected. …”
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A dual benchmarking study of facial forgery and facial forensics by Minh Tam Pham, Thanh Trung Huynh, Thanh Tam Nguyen, Thanh Toan Nguyen, Thanh Thi Nguyen, Jun Jo, Hongzhi Yin, Quoc Viet Hung Nguyen

“…However, there is no comprehensive, fair, and unified performance evaluation to enlighten the community on best performing methods. …”
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Application of a Short-Term Hydrological Forecast System by Gökçen Uysal, Aynur Şensoy, A. Arda Şorman, M. Cansaran Ertaş

“…Hindcast simulations for the past period are implemented with a closed-loop structure on the Delft-FEWS platform, and performance evaluation is conducted by comparing them with streamflow observations. …”
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Research on the Sensitivity Enhancement Method of Inductive Conductivity Sensors Based on Impedance Matching by Yang Li, Rongxing Yu, Zhiqiang Liu, Yujie Gao, Chengxu Tang, Qiao Li, Chao Yuan

“…This paper presents the design and performance evaluation of an inductive conductivity sensor with a double tuning impedance matching network to enhance sensitivity and improve linearity. …”
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EFNet: estimation of left ventricular ejection fraction from cardiac ultrasound videos using deep learning by Waqas Ali, Wesam Alsabban, Muhammad Shahbaz, Ali Al-Laith, Bassam Almogadwy

“…The proposed method, EFNet, utilizes cardiac ultrasound video images for end-to-end EF value prediction. Performance evaluation on the EchoNet-Dynamic dataset yielded a mean absolute error (MAE) of 3.7 and an R2 score of 0.82. …”
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Adsorption of Acetic Acid, Cadmium ions, Lead ions and Iodine Using Activated Carbon from Waste Wood and Rice Husks by TO Goodhead, KK Dagde

“…This paper presents the performance evaluation of locally prepared activated carbon from rice husk and saw dust. …”
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Design and Implementation of Spatial Operators and Energy-Efficient Query Processing Strategy in Wireless Sensor Network Database System by Chong sok Lim, Jeong-Hoon Lee, Minjee Park, Soon J. Hyun

“…Our energy-efficient query processing strategy implements an in-network query management based on the lowest common ancestor (LCA) algorithm, so that the query processing cost for calculating the target spaces is greatly reduced by avoiding the need of heavy query/data transmissions between the base-station and target nodes. Performance evaluation shows that our proposed design and implementation of spatial query expressions and processing strategy achieve improved energy efficiency for database operations in the wireless sensor network.…”
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Effect of Biowaste on the High- and Low-Temperature Rheological Properties of Asphalt Binders by Xuancang Wang, Yuchen Guo, Guanyu Ji, Yi Zhang, Jing Zhao, Hao Su

“…A preliminary performance evaluation of the asphalt binder was performed. …”
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