PRINCIPAL COMPONENT ANALYSIS-VECTOR AUTOREGRESSIVE INTEGRATED (PCA-VARI) MODEL USING DATA MINING APPROACH TO CLIMATE DATA IN THE WEST JAVA REGION by Devi Munandar, Budi Nurani Ruchjana, Atje Setiawan Abdullah

“…The Knowledge Discovery in Database (KDD) method was conducted for empirical analysis. Pre-processing is an analysis of raw climate data. …”
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Hyperspectral In-Situ Monitoring for Deep Learning-Based Anomaly Classification in Metal Additive Manufacturing by Charles Snyers, Julien Ertveldt, Kyriakos Efthymiadis, Jan Helsen

“…The classification mechanism of the proposed model is investigated thanks to the Guided GradCAM visualization method and links with the melt pool temperature distribution are formulated. …”
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The Characteristics of Teaching Material Arabic Speaking Skills in Higher Education by Puti Zulharby, Yumna Rasyid, Nuruddin Nuruddin

“…This research was conducted by examining a variety of literature relating to teaching materials and Arabic speaking skills. The research method applied survey, involving 97 students from the Arabic Language Education Study Program in several universities in Indonesia and structured interviews with lecturers who supported Arabic speaking skills. …”
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Parameter-efficient adaptation with multi-channel adversarial training for far-field speech recognition by Tong Niu, Yaqi Chen, Dan Qu, Hengbo Hu, ChengRan Liu

“…To overcome these problems, we introduce a parameter-efficient speech prefix tuning (SPT) for FSR based on Whisper for the first time. This method uses fixed-length vector sequences appended to input features of each layer, enhancing the model’s capability for handling complex FSR tasks. …”
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Optical widefield nuclear magnetic resonance microscopy by Karl D. Briegel, Nick R. von Grafenstein, Julia C. Draeger, Peter Blümler, Robin D. Allert, Dominik B. Bucher

“…Abstract Microscopy enables detailed visualization and understanding of minute structures or processes. …”
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Slipping Trend Prediction Based on Improved Informer by Jingchun Huang, Sheng He, Haoxiang Feng, Yongjiang Yu

“…Based on the improved Informer algorithm, this paper proposes a slip trend prediction method, which can predict the slipping state of n time steps according to the data of the previous seconds. …”
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Unveiling Learning Strategies in the Mirror-Drawing Task: A Single-Case Study of Movement Stability and Complexity Using Entropy by Hiroki Murakami, Norimasa Yamada

“…This case study aimed to analyze motor learning characteristics by combining traditional measures with entropy analysis, a method for capturing movement stability and complexity. …”
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Innovative defect cluster analysis algorithm and tool powered by machine learning techniques by Shuai Ren, Huizhao Li, Dandan Chen, Lingyu Dong, Changjun Hu

“…This paper makes four key contributions: (1) it employs the union-find algorithm to efficiently segment defect clusters in molecular dynamics data; (2) it integrates machine learning with material defect cluster characteristics, proposing a novel algorithm for defect cluster identification and classification, enabling detailed cluster visualization; (3) it introduces a defect data filtering method based on normal distribution, improving defect cluster classification accuracy; and (4) it develops software for analyzing defect clusters in nuclear reactor materials based on the proposed algorithms. …”
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Computational algorithm of high-intensity focused ultrasound beam of cancer tissue model for hyperthermia therapy by Kitsakorn Locharoenrat, Kittiphot Songkaitiwong

“…Computational operation is based on Pennes bioheat’s concept. This method provides precise heat transfer values relied on thermal conduction in soft tissue and thermal convection in blood vessel domain. …”
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Analyzing the Success of Adopting Metaverse in Construction Industry: Structural Equation Modelling by Ahsan Waqar, Idris Othman, Muhammad Shafiq Aiman, Muhammad Basit Khan, Md. Mahmodul Islam, Hamad Almujibah, Malik Abdul Karim

“…This research employs a comprehensive mixed-method approach comprised of exploratory factor analysis (EFA) and structural equation modelling (SEM) to examine survey responses gathered from seasoned professionals in the architecture, engineering, and construction (AEC) sectors in Bangladesh. …”
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Evidence on the prevention of postoperative endophthalmitis by Lee Verzosa, MD, Vanessa Oh, MD

“…CLINICAL QUESTION: Among patients undergoing cataract extraction, what is the most effective regimen that can reduce the risk of endophthalmitis? SEARCH METHOD: A Medline search was performed using the keywords “endophthalmitis,” “cataract,” and “prevention.” …”
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RT-qPCR assay for detection of mink astrovirus in outbreaks of diarrhea on Danish mink farms. by Sofie Barsøe, Karin Ullman, Mikael Leijon, Kjell Olof Hedlund, Jonas Klingström, Louise Iuel Krarup, Lars Andresen, Michelle Lauge Quaade, Anne Sofie Hammer

“…In the current study we present an RT-qPCR method to detect mink astrovirus in fecal samples from mink kits with diarrhea. …”
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Bridge Damage Identification Using Time-Varying Filtering-Based Empirical Mode Decomposition and Pre-Trained Convolutional Neural Networks by Shenghuan Zeng, Jian Cui, Ding Luo, Naiwei Lu

“…This study presents a bridge damage identification framework integrating time-varying filtering-based empirical mode decomposition (TVFEMD) with pre-trained convolutional neural networks (CNNs). The proposed method enhances the key frequency-domain features of signals and suppresses the interference of non-stationary noise on model training through adaptive denoising and time–frequency reconstruction. …”
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Hexagonal Patterns in Diatom Silica Form via a Directional Two‐Step Process by Zipora Lansky, Diede deHaan, Yuval Piven, Katya Rechav, Assaf Gal

“…Nevertheless, direct investigations of the underlying formation process are challenging because this process occurs within the confines of the living cell. Here, a method is developed for in situ 3D visualization of silica development in the diatom Stephanopyxis turris, using electron microscopy slice‐and‐view techniques. …”
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Microscopic investigation of the occurring process of contact erosion by Yubo Li, Guo Yu, Lei He, Ying Cui

“…The findings in this study are through a visual experiment method to explain the instability modes and mechanism of particles in contact erosion and understand the relationship between particle migration and flow velocity.…”
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Stock Price Predictions with LSTM-ARIMA Hybrid Model under Neutrosophic Treesoft sets with MCDM interaction by Florentin Smarandache, G. Dhanalakshmi, Dr. S. Sandhiya

“…These weights are then used by the Technique for Order Preference by Similarity to Ideal solution (TOPSIS) technique, which is a component Multi Criteria Decision Making method (MCDM), to compute and rank the optimal stocks for investment. …”
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Application of business analysis tools in company management by A. Yu. Orlova, A. A. Sorokin, D. G. Lovyannikov

“…Based on the method of analysis and forecasting of time series, we have identified metrics for forecasting. …”
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Multiplexed Lectin-PAINT super-resolution microscopy enables cell glycotyping by Marrit M. E. Tholen, Roger Riera, Cristina Izquierdo-Lozano, Lorenzo Albertazzi

“…To address these limitations, we introduce ‘Lectin-PAINT,’ a super-resolution imaging method enabling multiplexed live-cell visualization of the cellular glycocalyx at the single-cell and single-molecule levels. …”
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Traveler-Related Mobile Application for Infectious Disease Self-Monitoring by Farindira Vesti Rahmasari, Cahya Damarjati, Dita Ria Selvyana, Mallika Imwong, Andhika Sahadewa

“…It analyzed 73 journals from the PubMed database using the descriptive-analytic method. The records used in this exploration study were those released between 2018 and 2023 that were collected based on the keywords “travelers’ application;” or “infectious disease”. …”
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Numerical Simulation of Ore Particle Flow Behaviour through a Single Drawpoint under the Influence of a Flexible Barrier by Qingfa Chen, Shikang Qin, Qinglin Chen

“…A model of the mass draw and synchronous filling no-top-pillar shrinkage stoping method was created based on the particle element theory and PFC2D software. …”
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