A multiscale analysis of investments placement in the regions of the European part of Russia in the post-Soviet period by Nataliya Aleksandrovna Schitova, Liliya Igorevna Korneva

“…The main methodological setting consists in the sequential coupled analysis of data on the location of investments and the transformation of the territorial-sectoral structure of the economy at different territorial levels. …”
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Current Status and Prospects of Ecological Restoration and Brownfield Reuse Research Based on Bibliometric Analysis: A Literature Review by Lin Zhang, Yuzhou Wang, Qi Ding, Yang Shi

“…Based on the results of quantitative analysis, this paper reviews the main research theories, methods, and technologies of ecological restoration and brownfield reuse at home and abroad, as well as response strategies in different regions and future prospects under challenges. …”
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Driver Steering Intention Prediction for Human-Machine Shared Systems of Intelligent Vehicles Based on CNN-GRU Network by Chen Zhou, Fan Zhang, Edric John Cruz Nacpil, Zheng Wang, Fei-Xiang Xu

“…The proposed prediction method also possesses adaptability to different driver behaviors.…”
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Multimodal sleep staging network based on obstructive sleep apnea by Jingxin Fan, Jingxin Fan, Jingxin Fan, Mingfu Zhao, Li Huang, Li Huang, Bin Tang, Bin Tang, Lurui Wang, Zhong He, Zhong He, Xiaoling Peng

“…MSDC-SSNet transforms two channels of electroencephalogram (EEG) and one channel of electrooculogram (EOG) signals into time-frequency representations to obtain feature sequences at different temporal and frequency scales. …”
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New source of cellulase production using a metagenomic technique by Safaa M. Ali, Nadia A. Soliman

“…The total genomic DNA was extracted using a kit (QIAGEN), and then digested by different restriction enzymes BamHI. The digested fragments ranging from ~300-5000 bp were ligated, cloned into pUC19 vector, and then transformed into Escherichia coli DH5α. …”
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Patterns in time series to image phase and multi-step forecasting of financial indices by Jun Wu, Cheng Wang, Zelin Zhang, Lang He, Yaxiong Chen, Wenming Cheng

“…Abstract Imaging time series have become an important method for constructing pattern features. The idea that transforming the original 1D time series into a 2D image makes properties from different levels in a spanned space. …”
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Volatility Analysis of Exchange Rate with Correlated Errors: A Sliding Data Matrix Approach by Felix Okoe Mettle, Gabriel Kallah-Dagadu, Emmanuel Aidoo, Godwin Debrah, Dennis Arku

“…The main objective of this study is to propose a method of analysing the volatility of a seemingly random walk time series with correlated errors without transforming the series as performed traditionally. …”
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Consistency control of grid-connected substation voltage regulation based on photovoltaic inverter power coordination by Jun Liu, Fan Yang, Bingbing Lu, Lijia Ren

“…The experimental results show that this method can effectively reduce the voltage fluctuations caused by the distributed photovoltaic access, control the maximum instantaneous overvoltage of transformers within the set threshold range, improve the accuracy of voltage regulation consistency control in the grid-connected substations, and ensure the stable operation of the power grid.…”
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Assessing Geometric and Radiometric Accuracy of DJI P4 MS Imagery Processed with Agisoft Metashape for Shrubland Mapping by Tiago van der Worp da Silva, Luísa Gomes Pereira, Bruna R. F. Oliveira

“…Subsequently, the orthomosaics were transformed into reflectance orthomosaics using various radiometric correction methods. …”
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Enhanced Fault Localization for Active Distribution Networks via Robust Three-Phase State Estimation by Guorun He, Dong Liang, Yuezi Zhao, Xiaoxue Wang

“…Accurate fault localization is critical for ensuring reliable power supply in active distribution networks, yet conventional state estimation (SE)-based methods fail to differentiate authentic fault responses from measurement distortions due to uncertainties in fault parameters. …”
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Morphological Homonyms in the Modern Mari Language by Elena G. Lastochkina

“…The homoform is not a permanent form, but a temporary one that exists until the next transformation. When they change, they already begin to differ from each other both in sound and form. …”
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THE CRIMINAL PROCEDURAL PHENOMENON OF THE OATH: A LEGAL RUDIMENT OR AN UNDERVALUED PUBLIC LAW PROCEDURE? by LATYPOV Vadim Sagit'yanovich

“…In the course of the study, the method of historical analysis is used, which makes it possible to determine the role and significance of the oath in criminal proceedings in different periods; the comparative legal method based on the analysis of criminal procedure legislation of some foreign countries; as well as the method of legal modeling, which allows to determine what transformations are required in the existing regulatory basis of the swearing-in procedure for individual participants in Russian criminal proceedings. …”
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The Estimation of Exergy Efficiency and Exergy Losses in Air Conditioning Systems of Operating Cleanrooms by a Grassmann Diagram by Dmytro Harasym, Volodymyr Labay

“…The simplest method of thermodynamic analysis is the energy method based on the law of energy conservation. …”
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BiMER: Design and Implementation of a Bimodal Emotion Recognition System Enhanced by Data Augmentation Techniques by Emrah Dikbiyik, Onder Demir, Buket Dogan

“…The ResNet50-CRNN+AT model, which we obtained the highest accuracy from the three different models developed for SER, creates the speech mode of BiMER, while the Bidirectional Encoder Representations from Transformers (BERT) model used for TER creates the text mode of BiMER. …”
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Short-Term Electricity Price Forecasting Using the Empirical Mode Decomposed Hilbert-LSTM and Wavelet-LSTM Models by Kunal Shejul, R. Harikrishnan, Amit Kukker

“…The objective is to improve the precision and adaptability of electricity price predictions by utilizing the temporal dependence identification capability of LSTM and the multiresolution analysis capability of the transforms. The proposed models combine these two effective methods in order to capture both the long-term trends and short-term variations present in electricity price time series data. …”
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Mobile Mapping System for Urban Infrastructure Monitoring: Digital Twin Implementation in Road Asset Management by Vittorio Scolamiero, Piero Boccardo, Luigi La Riccia

“…To meet this new goal, one must be able to understand the urban system through the integrated use of different methods in a multi-level approach. In this context, mobile surveying is a consolidated method for data collection in urban environments. …”
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Reverse design of solid propellant grain based on deep learning: Imaging internal ballistic data by Lin Sun, Xiangyu Peng, Yang Liu, Shu Long, Weihua Hui, Ran Wei, Futing Bao

“…This paper conducts comparative experiments across various neural network models, validating the effectiveness of the feature extraction method that transforms internal ballistic time-series data into images, as well as its generalization capability across different CNN architectures. …”
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Utilizing ultrasound for the extraction of polysaccharides from the tuber of Typhonium giganteum Engl.: Extraction conditions, structural characterization and bioactivities by Xi Peng, Jing-Ya Wang, Kui-Xu Gao, Zhi-Kun Wang, Qiao-Ling Deng, Yao Wang, Mei-Bian Hu, Yu-Jie Liu

“…Analysis of molecular weight (Mw) revealed the presence of three primary constituents within TGEP-U, and four main components in TGEP-H, and UAE reduced the average Mw of TGEPs. No obvious difference was found in the Fourier transform infrared spectroscopy analysis of TGEP-U and TGEP-H. …”
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Looking at NFT Art Through the Eyes of Virtual Communities: A Netnographic Analysis by Murat Aytas, Ceren Karaviran

“…With the rapid advancement of technology, the transformation of images into digital codes has enabled computer technologies and their derivatives to be included in the art environment, production, and exhibition methods, as well as traditional tools used in artworks. …”
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From Prompt To Response: Understanding Chatgpt Language Processing Framework To Improve Efl Teaching by Nawel Bengrait

“… Foreign Language (FL) learning and teaching have known a drastic shift due to the implementation of the fast-growing Artificial Intelligence (AI) tools. Traditional methods to teaching English involve one-size-fits-all approach that makes it challenging to address individual needs. …”
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