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Support vector machines

Predicting achievement of clinical goals using machine learning in myasthenia gravis

Hiroyuki Akamine, Akiyuki Uzawa, Satoshi Kuwabara, Shigeaki Suzuki, Yosuke Onishi, Manato Yasuda, Yukiko Ozawa, Naoki Kawaguchi, Tomoya Kubota, Masanori P. Takahashi, Yasushi Suzuki, Genya Watanabe, Takashi Kimura, Takamichi Sugimoto, Makoto Samukawa, Naoya Minami, Masayuki Masuda, Shingo Konno, Yuriko Nagane, Kimiaki Utsugisawa

published 14 Aug 2025

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Wear state identification of reciprocating sliding friction Pairs with frictional vibration

Haijie Yu, Haijun Wei

published 14 Aug 2025

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OptiSelect and EnShap: Integrating machine learning and game theory for ischemic stroke prediction

Pritam Chakraborty, Anjan Bandyopadhyay, Sricheta Parui, Sujata Swain, Partha Sarathy Banerjee, Tapas Si, Hong Qin, Saurav Mallik

published 13 Aug 2025

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Screening for Parkinson’s disease using “computer vision”

Narongrit Kasemsap, Purinat Tikkapanyo, Panupong Wanjantuk, Nisa Vorasoot, Kannikar Kongbunkiat, Anupol Panitchote

published 12 Aug 2025

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Oak-YOLO: A high-performance detection model for automated Oak seed defect identification

Hao Li, Zhuqi Li, Dongkui Chen, Wangyu Wu, Xuanlong He, Hongbo Mu

published 08 Aug 2025

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Mangrove species classification using a proposed ensemble U-Net model and Planet satellite imagery: A case study in Ngoc Hien district, Ca Mau province, Vietnam

Tran Dang Hung, Minh Hai Pham, Bui Thanh Huyen, Tran Hong Hanh, Pham Hong Tinh, Nguyen Thanh Bang, Tran Thanh Tung

published 06 Aug 2025

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Machine learning-based predictive modeling of angina pectoris in an elderly community-dwelling population: Results from the PoCOsteo study

Shahrokh Mousavi, Zahrasadat Jalalian, Sima Afrashteh, Akram Farhadi, Iraj Nabipour, Bagher Larijani

published 05 Aug 2025

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Leveraging potential of limpid attention transformer with dynamic tokenization for hyperspectral image classification

Dhirendra Prasad Yadav, Deepak Kumar, Anand Singh Jalal, Bhisham Sharma, Panos Liatsis

published 04 Aug 2025

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Spatiotemporal patterns of water and vegetation in Poyang Lake from 2013 to 2021 using remote sensing data

Zhigang Lu, Zihao Chen, Meng Zhou, Daxing Lei, Yifan Chen

published 31 Jul 2025

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Features extraction based on Naive Bayes algorithm and TF-IDF for news classification

Li Zhang

published 30 Jul 2025

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Low-cost computation for isolated sign language video recognition with multiple reservoir computing

A.R. Syulistyo, Y. Tanaka, D. Pramanta, N. Fuengfusin, H. Tamukoh

published 30 Jul 2025

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Indigenous wood species classification using a multi-stage deep learning with grad-CAM explainability and an ensemble technique for Northern Bangladesh

Ashrafun Zannat, Md. Saiful Islam, Md. Shahriar Zaman, Sadman Saif

published 29 Jul 2025

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Advanced feature engineering in Acute:Chronic Workload Ratio (ACWR) calculation for injury forecasting in elite soccer

Jaime B. Matas-Bustos, Antonio M. Mora-García, Moisés de Hoyo Lora, Alejandro Nieto-Alarcón, Francisco T. Gonzalez-Fernández

published 23 Jul 2025

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