A file archival integrity check method based on the BiLSTM + CNN model and deep learning by Jinxun Li, Tingjun Wang, Chao Ma, Yunxuan Lin, Qing Yan

“…An updated Archive File Integrity Check Method (AFICM) may solve these issues, and the paper explains it. Deep learning allows the combination of a Bidirectional Long-Short Term Memory (Bi-LSTM) with adaptive gating and an adaptive Temporal Convolutional Neural Network (TCNN) with multi-scale temporal attention. …”
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Independent aggregation in the nordic day-ahead market: What is the welfare impact of socializing supplier compensation payments? by Kārlis Baltputnis, Tim Schittekatte, Zane Broka

“…This paper addresses the participation of independent aggregators (IAs) for demand response (DR) in European electricity markets. …”
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Robust and Sparse Kernel-Free Quadratic Surface LSR via L_2,p-Norm With Feature Selection for Multi-Class Image Classification by Yongqi Zhu, Zhixia Yang, Junyou Ye, Yongxing Hu

“…The salient features and theoretical analysis of our proposed method are comprehensively discussed in this paper. Extensive experiments on synthetic and real datasets validate the effectiveness of our method, surpassing other state-of-the-art methods in terms of classification accuracy and feature selection performance.…”
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Research on low carbon dispatch technology for wind and solar grid connection in the Gobi Desert and barren land areas by Yanhong Ma, QingQuan Lv, Jianmei Zhang, Chunxiang Yang, Qiang Zhou

“…In response to the challenge of new energy consumption in the Gobi Desert and barren land areas, this paper introduces a low-carbon dispatch strategy for power systems that is based on hierarchical and incremental optimization. …”
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A Structural Comparison between the Origin-Destination Matrices Based on Local Windows with Socioeconomic, Land-Use, and Population Characteristics by Shahriar Afandizadeh Zargari, Amirmasoud Memarnejad, Hamid Mirzahossein

“…Meanwhile, the GSSI method only focuses on the geographical adjacency and correlation of zones while selecting local windows. Accordingly, this paper developed a novel method named Socioeconomy, Land-use, and Population Structural Similarity Index (SLPSSI) in which local windows are selected according to socioeconomic, land-use, and population properties for SSIM comparison of OD matrices. …”
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Variability of Ionosphere Over Indian Longitudes to a Variety of Space Weather Events During December 2006 by Alok Kuman Ranjan, M. V. Sunil Krishna, C. Amory‐Mazaudier, R. Fleury, S. Sripathi, Geeta Vichare, W. Younas

“…Abstract This paper highlights the impact of intense solar events over India during 3–20 December 2006. …”
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A Collaborative Data Network for the Asia Oceania Region Enabled by Emerging Technologies to Foster Innovation in a Secure and Open Environment by Alison Specht, Kim Bryceson, Shoufeng Cao, Margaret O’Brien, S. M. Guru, Pedro Pizzigatti Correa, Michelle Waycott

“…Confidence in the value of data is best achieved if the information used to underpin statements and conclusions is open to scrutiny. This paper presents a framework for the creation of a collaborative data network for the Asia-Oceania region that will allow members to hold, manage, and share data about their countries and regions. …”
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Treatment for neovascular age-related macular degeneration: reasonable expectations of physicians and patients by A.B. Durasov

“…Poor adherence to treatment (non-compliance or nonpersistence of anti-VEGF therapy) significantly affects treatment outcomes in real-world clinical practice. This paper reviews criteria which predict the response to antivasoproliferative therapy and improving treatment adherence. …”
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Translation, Adaptation, and Validation in Portuguese of an Acceptance Scale for Human–Robot Interaction in an Industrial Context by Ana Pinto, Leticia Lemos, Carla Carvalho, Joana Santos, Paulo Menezes, Tatsuya Nomura

“…In this context, the study of human behavior and attitudes towards human–robot interaction (HRI) is crucial for understanding the acceptance of this emerging technology, which, in turn, can drive the development of more well-designed industrial robotic systems. This paper is aimed at translating, adapting, and validating a scale designed to measure acceptance in the context of HRI within industrial settings, with a focus on collaborative robots (cobots). …”
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DIDACTIC TERMS OF USE OF BIOGRAPH INFINITI SPECIALIZED SOFTWARE IN UKRAINE’S HIGHER EDUCATION INSTITUTIONS by Olha M. Lunhol, Olha A. Haborets, Hanna M. Kolieva, Artur O. Voloboiev

“…The authors analyzed scientific and professional literature on the development and introduction of specialized software products in the educational process of higher education institutions in Ukraine and across the globe. The paper defines the advantages and prospects of carrying out a cycle laboratory work and research with BioGraph Infiniti tools and the principles of work with ProComp Infinity hardware. …”
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Comparison Between Convolutional Neural Network CNN and SVM in Skin Cancer Images Recognition by Zaid Ghazi Hadi, Ahmed R. Ajel, Ayad Q. Al-Dujaili

“…Accurate automatic classification of skin lesion images is a great challenge as the image features are very close in these images. In this paper we used two methods for image recognition. …”
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Inter-laboratory Comparison between Particle and Bacterial Filtration Efficiencies of Medical Face Masks in the COVID-19 Context by Axel Fouqueau, Jérémie Pourchez, Lara Leclerc, Aurélien Peyron, Yoann Montigaud, Paul Verhoeven, Tatiana Macé, Alexandre Bescond, Dominique Thomas, Augustin Charvet, Mathieu Ghijselings, Pauline Hars, Franck Polyn, François Gaie-Levrel

“…Even though these measurements are simple, BFE testing still raise several scientific questions. This paper presents an inter-laboratory comparison between Bacterial Filtration Efficiency (BFE) and Particle Filtration Efficiency (PFE), in order to better understand and establish an overview of both ways for testing surgical masks. …”
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Research on the Operational Parameters and Performance of Key Components of an Industrial Hemp Harvester and Drier by Chao Feng, Changxi Liu, Bosheng Wang, Hang Shi, Hao Sun, Yufei Li, Jun Hu

“…Under the optimal operational parameter combination, the re-cut rate was 8.4%, with no missed cutting observed. This paper provides technical references for exploring the optimal operational parameters of industrial hemp harvesters for fiber to achieve high-quality harvesting operations.…”
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A Novel LQI-Based Speed Control of Switched Reluctance Motors for High Performance Applications by Paulo M. Robson Costa, Marcelo Vinicius De Paula, Pedro J. Dos Santos Neto, Tarcio Andre Dos Santos Barros

“…To address this challenge, this paper proposes the implementation of a Linear-Quadratic-Integral Regulator (LQI) for precise speed control of SRMs. …”
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An Advanced Otsu Method Integrated with Edge Detection and Decision Tree for Crack Detection in Highway Transportation Infrastructure by Haihang Han, Hanyu Deng, Qiao Dong, Xingyu Gu, Tianjie Zhang, Yangyang Wang

“…In the traditional pavement image segmentation, due to the small area of the pavement cracks, the gray level of crack pixels only accounts for a very small portion in the grayscale histogram, making it difficult to segment. This paper developed an improved Otsu method integrated with edge detection and a decision tree classifier for cracking identification in asphalt pavements. …”
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Effect of Dissolution and Dispersion Conditions of VC-713 on the Hydrate Inhibition by Ren Wang, Huicui Sun, Jinsheng Sun, Yuanzhi Qu, Jie Zhang, Xiaomei Shi, Ling Zhang, Dongdong Guo

“…VC-713 is a kind of hydrate kinetics inhibitor, which is widely used because of its strong hydrate inhibition. In this paper, VC-713 was dissolved and dispersed into its solution to various degrees by stirring the solution at the speeds of 600 r·min−1 and 12000 r·min−1. …”
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Prospects on Time-Domain Diffuse Optical Tomography Based on Time-Correlated Single Photon Counting for Small Animal Imaging by Yves Bérubé-Lauzière, Matteo Crotti, Simon Boucher, Seyedrohollah Ettehadi, Julien Pichette, Ivan Rech

“…This paper discusses instrumentation based on multiview parallel high temporal resolution (<50 ps) time-domain (TD) measurements for diffuse optical tomography (DOT) and a prospective view on the steps to undertake as regards such instrumentation to make TD-DOT a viable technology for small animal molecular imaging. …”
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Study on the application of brine mixing method in lithium extraction from Zabuye salt lake, Tibet by Qian Wu, Jiangjiang Yu, Jintao Zhang, Ke Zhang, Juntao Li, Deji Solange, Zhikui He, Lingzhong Bu, Zhen Nie

“…Years of production practice proved that due to the unsatisfactory quality and insufficient amount of lithium-rich brine used to make the SGSP, the yield and grade of lithium concentrate in the solar pond has been seriously affected. In this paper, it has been investigated that the change rule of brine composition with different brine mixing ratios through the same/cross-year brine mixing laboratory experiments and the cross-year brine mixing production test. …”
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Highly sensitive and real-simultaneous CH4/C2H2 dual-gas LITES sensor based on Lissajous pattern multi-pass cell by Haiyue Sun, Ying He, Shunda Qiao, Yahui Liu, Yufei Ma

“…In this paper, a novel highly sensitive methane (CH4) and acetylene (C2H2) dual-gas light-induced thermoelectric spectroscopy (LITES) sensor based on Lissajous space-division multiplexed (LSDM) technology and trapezoidal-head quartz tuning fork (QTF) detector was reported for the first time. …”
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Performance Evaluation of Compressive Strength Models for SRP and SRG-Confined Concrete Columns by Ehsan Janfada, HamidReza Nasseri, Hashem Jahangir

“…This paper focused on confining effects of externally bonded composites with polymer and grout matrices equipped with steel fibers, respectively named steel reinforced polymer (SRP) and steel reinforced grout (SRG) composites, as novel and effective methods of strengthening structures. …”
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