Enhanced Rolling Bearing Fault Diagnosis Using Multimodal Deep Learning and Singular Spectrum Analysis by Yunhang Wang, Hongwei Wang, Ruoyang Bai, Yuxin Shi, Xicong Chen, Qingang Xu

“…Furthermore, decision-level multimodal feature fusion is achieved by applying a weighted average method to integrate the features from different deep learning models, aiming to obtain more comprehensive fault prediction results. …”
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Kajian Metal–Organic Frameworks (MOFS) sebagai Material Baru Pengantar Obat by Qonita Awliya Hanif, Reva Edra Nugraha, Witri Wahyu Lestari

“…The drug loading method consists of two categories, namely the direct incorporation of biomedical agents and post-synthesis method. …”
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Prediction of teaching quality in the context of smart education: application of multimodal data fusion and complex network topology structure by Chunzhong Li, Chenglan Liu, Wenliang Ju, Yuanquan Zhong, Yonghui Li

“…Firstly, the article utilized a score management system and intelligent cameras to collect multimodal learning data; then, the original signal was decomposed into detail layers and approximation layers of different frequencies using wavelet transform, and high-frequency detail layers were processed for denoising through threshold functions; afterwards, in order to reduce the network size and parameters, attention mechanism was applied to screen the input features of the neural network; using students, teachers, and learning resources as network nodes, the connections between nodes were analyzed and a complex network topology structure was constructed; then, attention mechanism was used to fuse multimodal data, assigning different weights to each modality, integrating educational information, and highlighting key information in the prediction task. …”
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Research on Hyperspectral Inversion of Soil Organic Carbon in Agricultural Fields of the Southern Shaanxi Mountain Area by Yunhao Han, Bin Wang, Jingyi Yang, Fang Yin, Linsen He

“…Subsequently, multiple spectral transformation methods, including continuous wavelet transform (CWT), reciprocal, first-order derivative, second-order derivative, and continuum removal, were applied to the corrected spectral data to enhance their spectral response characteristics. …”
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Correlation between Asphaltene Stability in n-Heptane and Crude Oil Composition Revealed with Chemical Imaging by Anton A. Gabrienko, Velu Subramani, Oleg N. Martyanov, Sergei G. Kazarian

“…Five crude oil samples with different physical properties have been studied with respect to asphaltene stability. …”
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Lidar-Binocular Camera-Integrated Navigation System for Underground Parking by Wei He, Rui Li, Wenjie Liao

“…Results show that under different error statistical methods, the distance error values of the proposed navigation system are 0.00901, 0.059, 0.00766, and 0.087 m, respectively which present a much higher precision than 5.0 m in the specification requested for inertial-integrated navigation terminal.…”
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Study on the Performance of Interactive Cascade Ventilation Oriented to the Non-uniform Indoor Environment Requirement by Li Han, Li Jinchao, Nana, Kong Xiangfei

“…A new ventilation method called interactive cascade ventilation was proposed in this study to facilitate a healthy and comfortable indoor environment with low energy consumption. …”
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Investigation of Antibacterial and Antifungal Efficacy of Zinc and Silver Nanoparticles Synthesized from Nasturtium officinale by Leyla Ercan

“…Plants are extremely suitable for the synthesis of nanoparticles due to their natural and easy availability and the large number of components they contain with different properties. For this purpose, silver nanoparticles and zinc nanoparticles (AgNPs and ZnNPs), two different nanoparticles were synthesized from an edible plant, watercress (Nasturtium officinale). …”
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Robust Optimization for Cooperative Task Assignment of Heterogeneous Unmanned Aerial Vehicles with Time Window Constraints by Zhichao Gao, Mingfa Zheng, Haitao Zhong, Yu Mei

“…To model the time window constraints, we employ the big-M method. To address the uncertainty in fuel consumption, we apply an adjustable robust optimization approach combined with duality theory, which allows us to derive the robust equivalent form and transform the model into a deterministic mixed-integer linear programming problem. …”
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Wavenumber Processing Techniques to Determine Structural Intensity and Its Divergence from Optical Measurements without Leakage Effects by Jean-Claude Pascal, Jing-Fang Li, Xavier Carniel

“…The worst thing is that the divergence of a free plate cannot correctly be estimated by existing wavenumber processing such as the STF and zero padding method. In this paper, a new algorithm -- mirror processing, is developed. …”
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Effects of calcination temperatures on structural, functional, morphological, and magnetic properties of strontium ferrite (SrFe2O4) nanoparticles by T. Sivanandan, Sigamani Saravanan

“…In this proposed work, the strontium ferrite (SrFe2O4) nanoparticles were successfully synthesized in the presence of strontium nitrate (Sr (NO3)2) and ferric nitrate (Fe (NO3).9H2O) as primary sources by using chemical co-precipitation method. The prepared powders were kept different calcinations temperature (650, 750 and 850 ​°C) and characterized by X-ray diffraction (XRD), Fourier transform infrared (FTIR) spectroscopy, scanning electron microscopy (SEM) and vibrating sample magnetometer (VSM) techniques. …”
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Application of EMD, ANN and DNN for Self-Aligning Bearing Fault Diagnosis by Narendiranath Babu THAMBA, Arun ARAVIND, Abhishek RAKESH, Mohamed JAHZAN, Rama Prabha D.

“…This study aims at developing a novel method for the analysis of the various faults in self-aligning bearings as well as the automatic classification of faults using artificial neural network (ANN) and deep neural network (DNN). …”
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Degeneralization Algorithm for Generation of Büchi Automata Based on Contented Situation by Laixiang Shan, Jun Qin, Mingshi Chen, Zheng Qin

“…We present on-the-fly degeneralization algorithm used to transform generalized Büchi automata (GBA) into Büchi Automata (BA) different from the standard degeneralization algorithm. …”
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Effect of Reaction Temperature on Size and Optical Properties of NiTiO3 Nanoparticles by R. Vijayalakshmi, V. Rajendran

“…Nickel titanate (NiTiO3) nanoparticles were successfully prepared by wet-chemical method, using nickel acetate and titanium(IV) isopropoxide as Ni, Ti sources and citric acid as complexing reagent. …”
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Genetic study of Salmonella spp. Producting Betalatimase (ESBLs) by Baghdad Science Journal

“…Ten isolates were collected from different clinical sources from laboratory in medicine century . …”
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Coprolite Multimodal Analysis: A Tool for <i>Hyaenid</i> Predator Identification by Yannicke Dauphin, Jean-Philip Brugal

“…Our preliminary findings suggest that multivariate statistical analysis of these components could provide a reliable method for species identification based solely on fecal content, results which can be applied in research on fossil materials.…”
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Regiocontroll synthesis cellulose-graft-polycaprolactone copolymer (2,3-di-O-PCL-cellulose) by a new route by K. L. Wang, N. Jiang, B. B. He, D. X. Kang

“…It is strongly believed that the new discovery may give a novel, environmental, simple and inexpensive method to modify cellulose chemically with various side chains grafted on a given hydroxyl, through liberating hydroxyl as reactive group from hydrogen bonds broken selectively by different solvents.…”
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Evolution Mechanism of Macromolecular Structure in Coal during Heat Treatment: Based on FTIR and XRD In Situ Analysis Techniques by Dun Wu, Wenyong Zhang

“…The XRD patterns of coal have different characteristics at different pyrolysis temperatures. …”
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The Spatiotemporal Variations in and Propagation of Meteorological, Agricultural, and Groundwater Droughts in Henan Province, China by Huazhu Xue, Ruirui Zhang, Wenfei Luan, Zhanliang Yuan

“…The Pearson correlation coefficient (PCC) and theory of run were utilized to identify the propagation times between different types of droughts. Cross-wavelet transform (XWT) and wavelet coherence (WTC) were applied to investigate the linkages among the three types of droughts. …”
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Study on the Characteristics and Formation Mechanism of Pressure Fluctuation in an Axial Flow Pump Based on Dynamic Mode Decomposition by Z. Y. Zhuang, H. H. Zhou, Z. Y. Yu

“…In addition, the used method, which combines both FFT and DMD, revealed that the formation mechanisms of pressure fluctuations at different frequencies are different. …”
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