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Support vector machines

Explainable one-class feature extraction by adaptive resonance for anomaly detection in quality assurance

Hootan Kamran, Dionne Aleman, Chris McIntosh, Tom Purdie

published 10 Jun 2025

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Software technical debt prediction based on complex software networks

Bo Jiang, Jiaye Cen, Erluan Zhu, Jiale Wang

published 09 Jun 2025

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BanglaNewsClassifier: A machine learning approach for news classification in Bangla Newspapers using hybrid stacking classifiers

Tanzir Hossain, Ar-Rafi Islam, Md Humaion Kabir Mehedi, Annajiat Alim Rasel, M. Abdullah-AL-Wadud, Jia Uddin

published 09 Jun 2025

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Dynamically weighted graph neural network for detection of early mild cognitive impairment

Li Liu, Yifei Li, Kai Yang

published 04 Jun 2025

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Principal fitted component framework for robust support vector regression based on bounded loss: A simulation study with potential applications

Aiman Tahir, Maryam Ilyas

published 04 Jun 2025

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Assessing generalizability of a dengue classifier across multiple datasets

Bingqian Lu, Yanni Li, Ciaran Evans

published 03 Jun 2025

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Cuproptosis-related gene signatures define the immune microenvironment in diabetic nephropathy

Hongmin Luo, Yuxuan Cao, Liping Guo, Hui Li, Yingying Yuan, Fan Lu

published 03 Jun 2025

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Image based fog density estimation

Mingrui Dai, Weifeng Shi, Guohua Li

published 02 Jun 2025

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A high-efficiency palmprint recognition model integrating ROI and Gabor filtering

Nan Zhang, Maolong Xi

published 02 Jun 2025

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Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in comparing classification methods on high-dimensional data

Marieke Stolte, Nicholas Schreck, Alla Slynko, Maral Saadati, Axel Benner, Jörg Rahnenführer, Andrea Bommert, for the topic group “High-dimensional data” (TG9) of the STRATOS Initiative

published 02 Jun 2025

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EODA: A three-stage efficient outlier detection approach using Boruta-RF feature selection and enhanced KNN-based clustering algorithm

Sunil Kumar, Sudeep Varshney, Usha Jain, Prashant Johri, Abdulaziz S. Almazyad, Ali Wagdy Mohamed, Mehdi Hosseinzadeh, Mohammad Shokouhifar

published 30 May 2025

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GDFGAT: Graph attention network based on feature difference weight assignment for telecom fraud detection

An Tong, Bochao Chen, Zhe Wang, Jiawei Gao, Chi Kin Lam

published 30 May 2025

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Segmentation-based deep 2D-3D multibranch learning approach for effective hyperspectral image classification

Tanver Ahmed, Adiba Mahjabin Nitu, Masud Ibn Afjal, Md Abdulla Al Mamun, Md Palash Uddin

published 30 May 2025

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