Cross-Country Ski Skating Style Sub-Technique Detection and Skiing Characteristic Analysis on Snow Using High-Precision GNSS by Shunya Uda, Naoto Miyamoto, Kiyoshi Hirose, Hiroshi Nakano, Thomas Stöggl, Vesa Linnamo, Stefan Lindinger, Masaki Takeda

“…Based on these data, sub-techniques were classified by defining waveform patterns for G2, G3, G4, and G6P (G6 with poling action). …”
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Human Behavior Analysis Using Radar Data: A Survey by Patrycja Miazek, Alicja Zmudzinska, Pawel karczmarek, Adam Kiersztyn

“…Transfer learning addresses issues related to data scarcity, while data fusion models integrate information from multiple sources. …”
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Surgical Treatment and Complications of Pectus Excavatum in Childhood, Adolescence and Adulthood: A Literature Review on the Nuss Technique by Alicija Šavareikaitė, Paulius Valatka

“…This study aims to analyze and summarize large-scale healthcare data on characteristics of complications in patients undergoing surgical correction for chest deformities, treated with the Nuss technique. …”
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Key features of observational research data preparation for evidence synthesis by A. A. Lazarev, K. V. Sapozhnikov, D. G. Tolkacheva, N. A. Sableva

“…This makes them especially valuable for decision-making aimed at improving the quality and accessibility of medical care.The objective of this article was to analyze key points related to OS data preparation derived from RWD for further evidence synthesis. …”
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Different pixel sizes of topographic data for prediction of soil salinity. by Shima Esmailpour, Ebrahim Mahmoudabadi, Mohammad Ghasemzadeh Ganjehie, Alireza Karimi

“…Modeling techniques can be powerful predictors of soil salinity across various scales, ranging from local landscapes to global territories. …”
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A Preliminary Investigation into the Design of Driver Evaluator Using a Physics-Assisted Machine Learning Technique by Mingke Hou, Francis Assadian

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[Comment] Long-term follow-up of the conventional versus no-touch isolation technique for resection of primary colon cancer (JCOG1006): randomized clinical trial by Li Laiyuan, Yang Xiongfei

“…[Conclusion] Long-term follow-up data did not support the superiority of ‘No Touch’ over ‘Conventional’ technique in patients with stages Ⅱ and Ⅲ colon cancer. …”
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Forecasting Influenza Trends Using Decomposition Technique and LightGBM Optimized by Grey Wolf Optimizer Algorithm by Yonghui Duan, Chen Li, Xiang Wang, Yibin Guo, Hao Wang

“…This paper seeks to improve the prediction accuracy of influenza-like illness (ILI) proportions by proposing a novel predictive model that integrates a data decomposition technique with the Grey Wolf Optimizer (GWO) algorithm, aiming to overcome the limitations of current prediction methods. …”
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Optimization of Hand Gesture Object Detection Using Fine-Tuning Techniques on an Integrated Service of Smart Robot by Faikul Umam, Hanifudin Sukri, Ach Dafid, Firman Maolana, Mycel Natalis Stopper Ndruru

“…In this research, the robot collects data from the camera, which is then processed using a Convolutional Neural Network (CNN). …”
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Impact of data spatial resolution on barley yield prediction mapping by F. Ksantini, M. Quemada, N. Arencibia-Pérez, A.F. Almeida-Ñauñay, E. Sanz, Ana M. Tarquis

“…Data-driven models and remote sensing techniques offer great crop monitoring and yield prediction potential. …”
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Impact of blended teaching on academic achievement and well-being in operating room students: a semi-experimental study by Somayeh Gheysari, Mehdi Hasanshahi, Parvin Ghaemmaghami, Fatemeh Vizeshfar

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Comprehensive review of federated learning challenges: a data preparation viewpoint by Nawraz Saeed, Mohamed Ashour, Maggie Mashaly

“…The paper aims to define the necessary work to optimize the effectiveness of these techniques with respect to distributed and isolated data in FL.…”
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Determinants of Auditor’s Ethical Sensitivity: Data from South Kalimantan by Widya Ais Sahla, Nurul Mukhlisah, Lea Emilia Farida

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Performance Enhancement of Video Data Transmission in Vehicular Adhoc Networks by Nandhini Vineeth, H S Guruprasad

“…The technique Network Coding was applied in VANETs and the possible recoder behaviors were simulated. …”
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Optimisation of Criminal Data Clustering Model using Information Gain by Prih Diantono Abda’u, Ratih Hafsarah Maharrani, Muhammad Nur Faiz, Oman Somantri

“…Crime is a phenomenon that significantly impacts society, necessitating mapping efforts that can be utilized for further analysis. Clustering, as a data analysis technique, groups objects based on similarities or differences in their characteristics. …”
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Effective k-nearest neighbor models for data classification enhancement by Ali A. Amer, Sri Devi Ravana, Riyaz Ahamed Ariyaluran Habeeb

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Adaptive estimation: Fuzzy data-driven gamma distribution via Bayesian and maximum likelihood approaches by Abbarapu Ashok, Nadiminti Nagamani

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A Review of Data for Compound Drought and Heatwave Stress Impacts on Crops: Current Progress, Knowledge Gaps, and Future Pathways by Ying Li, Ketema Zeleke, Bin Wang, De-Li Liu

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Highly Efficient JR Optimization Technique for Solving Prediction Problem of Soil Organic Carbon on Large Scale by Harsh Vazirani, Xiaofeng Wu, Anurag Srivastava, Debajyoti Dhar, Divyansh Pathak

“…Specifically, this study aims to (1) create an integrated dataset combining remote sensing and ground data for comprehensive SOC analysis, (2) develop a new optimization technique that enhances both machine learning and deep learning model performance, and (3) evaluate the algorithm’s efficiency and accuracy against established optimization methods like Jaya and GridSearchCV. …”
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South Africa Crime Visualization, Trends Analysis, and Prediction Using Machine Learning Linear Regression Technique by Ibidun Christiana Obagbuwa, Ademola P. Abidoye

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