A Multimodal Dataset of Fact-Checked News from Chile’s Constitutional Processes: Collection, Processing, and Analysis by Ignacio Molina, Brian Keith, Mauricio Matus

“…The dataset implements advanced natural language processing through RoBERTa and computer vision techniques via EfficientNet, with unified multimodal analysis using the CLIP model. …”
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Optimized Time Series Feature Selection for Manufacturing AI: Reducing Complexity and Improving Classification Accuracy by Jaeseok Jang, Chanyoung Jung, Hail Jung

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Gait Recognition With Wearable Sensors Using Modified Residual Block-Based Lightweight CNN by Md. Al Mehedi Hasan, Fuad Al Abir, Md. Al Siam, Jungpil Shin

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CyclicAugment: Optimized Medical Image Analysis via Adaptive Augmentation Intensity by Min-Jun Kim, Jung-Woo Chae, Hyun-Chong Cho

“…Computer-aided diagnosis (CADx) systems play a crucial role in accurately diagnosing and monitoring diseases through medical imaging. …”
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Using Digital Tools to Understand Global Development Continuums by J. de Curtò, I. de Zarzà

“…This paper leverages computational tools, advanced visualization techniques, and mathematical modeling to challenge these conventional categories and reveal a continuous development spectrum among nations. …”
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Satellite-particle control technique based on gas-flow-regulation during gas atomization process by HE Xin-yu, LI Xing-gang, Huang Yu-he, ZHU Qiang

“…The evolution of macro flow patterns and particle trajectories were studied based on the numerical simulation by the commercial computational fluid dynamics software ANSYS Fluent. …”
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Analysis the Composition of Hydraulic Radial Force on Centrifugal Pump Impeller: A Data-Centric Approach Based on CFD Datasets by Hehui Zhang, Kang Li, Ting Liu, Yichu Liu, Jianxin Hu, Qingsong Zuo, Liangxing Jiang

“…Data analysis methods included exploratory data analysis (EDA) to uncover patterns and trigonometric function fitting to model force variations accurately. …”
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Optimized classification of potato leaf disease using EfficientNet-LITE and KE-SVM in diverse environments by Gopal Sangar, Velswamy Rajasekar

“…EfficientNet-LITE improves the model's emphasis on pertinent features through Channel Attention (CA) and 1-D Local Binary Pattern (LBP), while preserving computational economy with a reduced model size of 12.46 MB, fewer parameters at 3.11M, and a diminished FLOP count of 359.69 MFLOPs.ResultsBefore optimization, the SVM classifier attained an accuracy of 79.38% on uncontrolled data and 99.07% on laboratory-controlled data. …”
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Enhancing prosthetic hand control: A synergistic multi-channel electroencephalogram by Pooya Chanu Maibam, Dingyi Pei, Parthan Olikkal, Ramana Kumar Vinjamuri, Nayan M. Kakoty

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A Multi-Scale Adaptive Fusion Network: End-to-End Interpretable Small-Sample Classifier for Motor Imagery EEG by Qiulei Han, Yan Sun, Ze Song, Hongbiao Ye, Tingwei Chen, Jian Zhao

“…Brain-computer interface (BCI) technology based on motor imagery (MI) represents an advanced human-computer interaction approach that enables us to communicate and exchange directly with the external environment through neural activities. …”
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SMS3D: 3D Synthetic Mushroom Scenes Dataset for 3D Object Detection and Pose Estimation by Abdollah Zakeri, Bikram Koirala, Jiming Kang, Venkatesh Balan, Weihang Zhu, Driss Benhaddou, Fatima A. Merchant

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Enhanced Heat Removal Using Buoyancy-Tracking Exhaust Vents for Moving Heat Sources in Industrial Environments: CFD and Experimental Study by Zhongwu Xie, Wei Yin, Xiaoli Hao, Shaobo Zhang, Theofanis Psomas, Torbjörn Lindholm, Lars Ekberg

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Fast Anomaly Detection for Vision-Based Industrial Inspection Using Cascades of Null Subspace PCA Detectors by Muhammad Bilal, Muhammad Shehzad Hanif

“…This cascading mechanism not only simplifies the computations at each stage by quickly eliminating clear cases but also progressively refines the anomaly decision, leading to enhanced overall accuracy. …”
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EEG–fNIRS signal integration for motor imagery classification using deep learning and evidence theory by Mohammed E. Seno, Niladri Maiti, Maulik Patel, Mihirkumar M. Patel, Kalpesh B. Chaudhary, Ashish Pasaya, Babacar Toure

“…To address the limitations of traditional unimodal brain-computer interface BCI) technologies based on electroencephalography (EEG) such as low spatial resolution and high susceptibility to noise an increasing number of neuroscience-driven studies have begun to focus on BCI systems that fuse EEG signals with functional near-infrared spectroscopy (fNIRS) signals. …”
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Numerical simulation study on oxygen transport in the natural circulation process of liquid lead–bismuth eutectic by Xiangdong Wang, Wentao Guo, Shengfei Wang, Haicai Lv, Fang Liu, Zhangpeng Guo

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Influence of Urban Morphologies on the Effective Mean Age of Air at Pedestrian Level and Mass Transport Within Urban Canopy Layer by Yuanyuan Lin, Mathias Cehlin, Arman Ameen, Mats Sandberg, Marita Wallhagen

“…At the breathing level (<i>z</i> = 1.7 m), the results indicated three distinct distribution patterns of insufficiently ventilated areas: within recirculation zones behind buildings, in the downstream sections of the main road, or within recirculation zones near lateral facades. …”
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Host-Affected Body Coloration Dynamics in <i>Perina nuda</i> Larvae: A Quantitative Analysis of Color Variations and Endogenous Plant Influences by Songkai Liao, Xinjie Mao, Yuan Liu, Guihua Luo, Jiajin Wang, Haoyu Lin, Ming Tang, Hui Chen

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The diagnostic utility of lung ultrasound in the assessment of interstitial lung disease associated with rheumatoid arthritis by Shaoyu Zheng, Zexuan Zhou, Guangzhou Du, Qingzi Chen, Shaoqi Chen, Jianqun Lin, Shijian Hu, Weijin Zhang, Kedi Zheng, Jinghua Zhuang, Meigan Huang, Barbara Ruaro, Cosimo Bruni, Anna-Maria Hoffmann-Vold, Marco Matucci-Cerinic, Daniel E. Furst, Yukai Wang

“…All patients underwent chest high-resolution computed tomography (HRCT) and LUS within one month. …”
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Poor prognostic factors for relapse of interstitial lung disease in microscopic polyangiitis: the Japanese multicentre REVEAL cohort study by Shogo Matsuda, Takuya Kotani, Ayana Okazaki, Daisuke Nishioka, Yuichi Masuda, Mayu Shiomi, Ryu Watanabe, Tomoki Taniguchi, Atsushi Manabe, Keiichiro Kadoba, Tsuneyasu Yoshida, Ryosuke Hiwa, Wataru Yamamoto, Motomu Hashimoto, Tohru Takeuchi

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Miliary Mesothelioma by Dujinthan Jayabalan, Michaela Donaghy, Chloe Charlesworth, Edward Fysh, Y. C. Gary Lee

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