Synchronization-based graph spatio-temporal attention network for seizure prediction by Jie Xiang, Yanan Li, Xubin Wu, Yanqing Dong, Xin Wen, Yan Niu

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Towards large-scale analyses of settlement patterns in urbanizing landscapes—findings of first studies for India, Egypt, and China by Thanh Thi Nguyen, Thomas Esch, Ellen Hoffmann, Julian Zeidler, Lorenz Gruber, Dennis Kaiser, Andreas Buerkert

“…Based on first comprehensive tests for the Punjab (India), the Nile Delta (Egypt) and the North China Plain, the results of our study suggest that the presented methods allow a quantitative and qualitative characterization and comparison of settlement patterns between different regions of the world. …”
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Cross-Modal Object Detection Based on Content-Guided Feature Fusion and Self-Calibration by Liyang Ning, Xuxun Liu, Luoyu Zhou, Xueyu Zou

“…First, we introduce a parallel network in the backbone to enable the model to process information from different modalities simultaneously. Second, we design a content-guided fusion module (CGF) in the feature extraction network, leveraging both transformer and convolution operations to capture global and local information, thereby enhancing the model’s ability to focus on detailed object features. …”
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The Effects of Consumption Habits and Borrowing on Working Life in the Context of Employee Poverty by Furkan Düzenli

“…The study was carried out with a literature review, which is one of the qualitative research methods, document analysis was used to analyse the data related to working life, and content analysis was used to analyse the data. …”
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Ocean Currents Velocity Hindcast and Forecast Bias Correction Using a Deep-Learning Approach by Ali Muhamed Ali, Hanqi Zhuang, Yu Huang, Ali K. Ibrahim, Ali Salem Altaher, Laurent M. Chérubin

“…U-Net was modified to create a Transform Model that retains the temporal and spatial evolution of the differences between the model and observations to produce a correction in the form of regression weights that evolves spatially and temporally with the model both forward and backward in time, beyond the observation period. …”
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Geomagnetically Induced Current Modeling in New Zealand: Extreme Storm Analysis Using Multiple Disturbance Scenarios and Industry Provided Hazard Magnitudes by D. H. Mac Manus, C. J. Rodger, M. Dalzell, A. Renton, G. S. Richardson, T. Petersen, M. A. Clilverd

“…In this study we utilize the magnetic field waveforms measured during three large geomagnetic storms and scale them to expected worst case extreme storm magnitudes. Multiple methods are used to simulate the varying magnitude of the magnetic field across the different latitudes of New Zealand. …”
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Designing a Policy Model Based on the Development of Human Capabilities of the Ministry of Education of the Kurdistan Region of Iraq by Rahman Rasul Fatah, Mojtaba Amiri, Seyed Reza Seyed Javadin, Rasool Norouzi Seyed Hosseini

“…In this regard, human capabilities in the field of education were identified in Kurdistan, and logical connections between influential components were established to formulate a policy for developing human capabilities.MethodsThis research was conducted using qualitative research methods and a grounded theory approach. …”
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High-value utilization of agricultural residues based on component characteristics: Potentiality and challenges by Rui Xu, Jingwen Chen, Nina Yan, Bingqian Xu, Zhichao Lou, Lei Xu

“…Additionally, it comprehensively evaluates energy consumption and environmental impacts across different conversion methods, addressing a significant gap in systematic evaluation in this field. …”
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Expressional Alteration of Cytokeratins in Oral Leukoplakia and Oral Leukoplakia-associated Oral Squamous Cell Carcinoma: A Cross-sectional Study by Mehebuba Sultana, Pooja Lahiri, Mousumi Pal, Neha Shah, SK Abdul Mahmud, Jyotirmoy Chatterjee, Sanjeet Kr Das, Sangeeta Sinha

“…We will compare and corroborate, the expressions of CK 8/18 and CK 5/6 in NOM, OLKP, and OSCC, and assess their roles as potential biomarkers in malignant transformation. Materials and Methods: This cross-sectional study was conducted in the Department of Oral and Maxillofacial Pathology at Guru Nanak Institute of Dental Sciences and Research (GNIDSR), Kolkata, and the School of Medical Science and Technology (SMST), IIT, Kharagpur, West Bengal, India, from January 2019 to February 2020. …”
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Multipath-Assisted Ultra-Wideband Vehicle Localization in Underground Parking Environment Using Ray-Tracing by Shuo Hu, Lixin Guo, Zhongyu Liu, Shuaishuai Gao

“…To combat significant NLOS noise interference, a robust iterative reweighted least squares (W-IRLS) method synergizes initial weights with optimal position estimation. …”
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A Deep Neural Network Framework for Dynamic Two-Handed Indian Sign Language Recognition in Hearing and Speech-Impaired Communities by Vaidhya Govindharajalu Kaliyaperumal, Paavai Anand Gopalan

“…One may consider such as a connecting bridge for bridging communication gaps for the hearing- and speech-impaired, even though it remains as an advanced method for hand gesture expression along with identification through the various different unidentified signals to configure their palms. …”
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An Inverted Residual Cross Head Knowledge Distillation Network for Remote Sensing Scene Image Classification by Cuiping Shi, Mengxiang Ding, Liguo Wang

“…Moreover, in traditional knowledge distillation methods, conflicts sometimes arise between teacher predictions and true labels, which hinder the training of the model. …”
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Dual-Branch Network With Mutual Guidance for Hyperspectral Image Superresolution by Tiejun Zhang, Boqun Zhang, Nan Hu, Xinyu Li, Peng Li

“…However, most existing deep learning-based methods have not sufficiently considered the huge modality differences between these two types of images before feature fusion, potentially resulting in the loss of valuable information. …”
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TrexAB, a novel tetracycline resistance determinant in Streptococcus dysgalactiae by Marte Glambek, Marte Glambek, Morten Kjos, Marita T. Mårli, Zhian Salehian, Steinar Skrede, Steinar Skrede, Audun Sivertsen, Bård R. Kittang, Bård R. Kittang, Oddvar Oppegaard, Oddvar Oppegaard

“…In the present study, we wanted to explore the genetic basis for this low-grade resistance to tetracycline.MethodsGenome-wide association studies were performed on a collection of 407 SD genomes to identify potential novel resistance determinants. …”
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A BOX-YOLOv8 framework for automated hyperspectral core analysis by Hongyan Zhu, Anjie Li, Chengzhi Lin, Shuai Qin, Junhao Xie, Jackey J.K. Chai, Russell Rogers, Jun-Li Xu

“…The framework identifies core boxes (BOX-YOLOv8, achieving 99.5% mAP@0.5), precisely segments these boxes for geometric correction (SAM2), and segments core/soil material from the background using spectral differences (MLP). This automated pipeline significantly improves processing time compared to manual methods. …”
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How politics affect pandemic forecasting: spatio-temporal early warning capabilities of different geo-social media topics in the context of state-level political leaning by Dorian Arifi, Dorian Arifi, Bernd Resch, Bernd Resch, Mauricio Santillana, Mauricio Santillana, Steffen Knoblauch, Steffen Knoblauch, Steffen Knoblauch, Sven Lautenbach, Thomas Jaenisch, Thomas Jaenisch, Ivonne Morales

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CYTOKINES AND PROTEINS OF THE EXTRACELLULAR MATRIX IN THE BLOOD OF RATS OF DIFFERENT AGES AFTER FILLING THE DEFECT IN THE FEMORAL METAPHYSIS WITH ALLOGENEIC BONE IMPLANTS SATURATED... by Petro Vorontsov, Frida Leontieva, Vladyslav Tulyakov, Igor Husakov

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Research on 3D-image Based Size Measurement Algorithm of Locomotive Brake Shoe for Locomotive Robot by SHEN Yunbo, WANG Junping, ZHANG Huiyuan, YUAN Hongxiang, LI Miaocheng, CHEN Shenglan, JIANG Haixiao

“…The method is used to measure the brake shoe in different shape, position and lighting complex environment, and the Vernier Caliper is used to measure it. …”
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Advanced articulated motion prediction by Anthony Belessis, Iliana Loi, Konstantinos Moustakas

“…To achieve this, three novel Generative Adversarial models were developed. The models differ in the architecture of their generators that utilize: a Mixture-of-Experts method, a Latent-Modulated Noise Injection technique, and a Transformer-based architecture respectively. …”
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Complex Large-Deformation Multimodality Image Registration Network for Image-Guided Radiotherapy of Cervical Cancer by Ping Jiang, Sijia Wu, Wenjian Qin, Yaoqin Xie

“…The model uses wavelet transform to extract different components of the image and performs fusion and enhancement processing as the input to the model. …”
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