Analysis Use Motivation Study Student in Islamic Religious Education Learning Using the PAKEM Method in Senior High Schools by Abu Warasy Batula, Achmad Faqihuddin, Haris Munandar, Zakaria

“…Relationship is the aspect with the highest score, indicating students' perceptions of the practical value of PAI in their lives, followed by satisfaction, reflecting the success of the method in creating a positive and satisfying learning experience. …”
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The effectiveness of e-learning in focused cardiac ultrasound training: a prospective controlled study by Johannes Ruppert, Rebecca Krüger, Sebastian Göbel, Susanna Wolfhard, Liv-Annebritt Lorenz, Andreas Michael Weimer, Roman Kloeckner, Elias Waezsada, Holger Buggenhagen, Julia Weinmann-Menke, Johannes Matthias Weimer

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Attitude and Challenges of Indian Medical Undergraduate Students in Learning Ophthalmology at Puducherry, Southern India: A Mixed-method Study by VS Naggalakshmi, Lalithambigai Chellamuthu, K Srikanth, V Jyothi

“…Further, to explore the experiences, perceived factors influencing learning and suggestions for improvement in teaching and learning ophthalmology among medical undergraduate students at Puducherry, Southern India. …”
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A Systematic Literature Review of Current Machine Learning Approaches for Detecting GNSS Spoofing Attacks by Susan Bertram, Luca Eisentraut, Ricardo Buettner

“…Most detection methods are based on supervised learning methods or neural networks and have mainly been tested through simulations. …”
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Integrative analysis of gene expression and DNA methylation through one‐class logistic regression machine learning identifies stemness features in medulloblastoma by Hao Lian, Yi‐Peng Han, Yu‐Chao Zhang, Yang Zhao, Shan Yan, Qi‐Feng Li, Bao‐Cheng Wang, Jia‐Jia Wang, Wei Meng, Jian Yang, Qin‐Hua Wang, Wei‐Wei Mao, Jie Ma

“…Here, we employed a trained stemness index model based on an existent one‐class logistic regression (OCLR) machine‐learning method to score MB samples; we then obtained two stemness indices, a gene expression‐based stemness index (mRNAsi) and a DNA methylation‐based stemness index (mDNAsi), to perform an integrated analysis of MB stemness in a cohort of primary cancer samples (n = 763). …”
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A BERT-based rice enhancer identification model combined with sequence-representation differential entropy interpretation by Yajing Pu, Xintong Hao, Zhaoqi Zheng, Huiyan Ma, Zhibin Lv

“…Enhancers, as key elements regulating the spatiotemporal-specific expression of genes, represent a core challenge in functional genomics due to their precise identification requirements. Current deep learning-based methods for rice enhancer identification face limitations primarily in feature extraction efficiency and the generalization capabilities of model architectures. …”
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Handling method for GPS outages based on PSO-LSTM and fading adaptive Kalman filtering by Xiaoming Li, Xianchen Wang, Can Pei

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A Titanium Alloy Defect Detection Method Based on Optical–Acoustic Image Fusion by Mingzhen Wang, Yang Zhao, Yufeng Huang, Gang Zhao

“…To address this limitation, this paper proposes a titanium alloy defect detection method based on optical–acoustic image fusion. A detection system was developed to achieve comprehensive and precise inspection of titanium alloys by integrating advanced deep learning-based optical testing technology, reliable C-scan ultrasonic detection technology, and information fusion techniques. …”
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GT-SRR: A Structured Method for Social Relation Recognition with GGNN-Based Transformer by Dejiao Huang, Menglei Xia, Ruyi Chang, Xiaohan Kong, Shuai Guo

“…The task for SRR in this model is image-based. Specifically, the purpose of a novel and robust hybrid feature extraction module is to capture individual characteristics, relative positional information, and group-level cues, which are used to construct relation nodes and group nodes. …”
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Orbital Analysis of a Dual Asteroid System Explorer Based on the Finite Element Method by Linli Su, Wenyu Feng, Lie Yang, Zichen Fan, Mingying Huo, Naiming Qi

“…By introducing the application of the finite element method, detailed analysis of spacecraft orbit characteristics, and a stability characterization method based on a cloud model, this paper systematically explores the logic and structure of spacecraft orbit planning in a dual asteroid system.…”
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A method for English paragraph grammar correction based on differential fusion of syntactic features. by Weiling Liu, Caijun Zhao, Yongyi Li, Chenglong Cai, Hong Liu, Ruilin Qiu, Ruoci Su, Bingbing Li

“…Then carry out difference fusion analysis, measure the syntactic differences of adjacent sentences by cosine similarity, identify the significant differences caused by grammatical errors according to the preset threshold, lock the position and type of errors, and input the original sentence vector into the Seq2Seq model based on Transformer. …”
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UHVDC Transmission Line Fault Identification Method Based on Generalized Regression Neural Network by XIE Jia, LIU Feng, KE Yanguo, YIN Zhen, RUAN Wei, YAO Jinming

“…A protection method for ultra-high voltage direct current transmission lines based on generalized regression neural network (GRNN) is proposed to address the issues of easy rejection and long fault detection time in ultra-high voltage direct current protection. …”
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Design of AUV controller based on improved PPO algorithm by Desheng XU, Chunhui XU

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External validation of the Oncotype DX breast cancer recurrence score nomogram and development and validation of a novel machine learning-based model to predict postoperative overa... by Dongdong Wang, Xinfeng Wang, Xin Yang

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Land-sea Clutter Classification Method Based on Multi-channel Graph Convolutional Networks by Can LI, Zengfu WANG, Xiaoxuan ZHANG, Quan PAN

“…This classification process involves discriminating whether each azimuth-range cell in the Range-Doppler (RD) map is overland or sea. Traditional deep learning methods for this task require extensive, high-quality, and class-balanced labeled samples, leading to long training periods and high costs. …”
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The Effectiveness of Project-Based Differentiated Learning in Improving Descriptive Writing Skills : A Study of Elementary School Students by Nur Istiqomah, Tri Wintolo Apoko

“…In addition, qualitative results showed that students had positive perceptions of this learning method. This study provides recommendations for elementary school teachers to consider project-based differentiated learning for more effective teaching and contribute to increasing students' motivation and confidence in learning.…”
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Identification Method of Dynamic Propagation Process of Rock Fracture Based on Ground Penetrating Radar by CHEN Jun, ZHANG Bo, ZHUANG Xingyue, SONG Zhishu, ZHENG Jun

“…The proposed method effectively captures the dynamic evolution of fractures and provides reliable spatial positioning of fracture endpoints, offering a valuable tool for real-time monitoring and early warning of potential rock mass instabilities. …”
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Sentiment Analysis on the PT Pertamina Corruption Case using IndoBERT and RCNN Methods by Wildan Jaya Kusoema, Ichsan Ibrahim

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An intelligent simplification method for river networks with an unsupervised variational autoencoder by Di Wang, Haizhong Qian, Xiao Wang, Limin Xie, Yue Chen, Linghui Kong

“…Finally, the Decoder decoded the samples, mapped the latent variables back to the dimensions and distributions of the original data, and reconstructed the data as close as possible to the inputs and the river network based on the target scale. The experimental results showed that compared with the classical Douglas-Peucker, Wang-Müller, and Visvalingam-Whyatt algorithms, this method was superior in terms of preserving the overall structure, position, shape, and local morphology of the simplified river network.…”
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Integrating virtual reality and problem-based learning in STEM education: A contextual approach to enhance mathematical literacy through cultural heritage by Munzid Mahendra, Nanik Asriyah Ismawati, Adi Nur Cahyono

“…Students also provided positive feedback regarding the developed learning program. …”
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