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Perceptrons

Video summarization based on multi-scale feature fusion

Jing Bao, Shipeng Xu, Jing Zhang

published 23 Jul 2026

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Sample-efficient fine-tuning with textual prompts for time series forecasting

Kaibin Wei, Jianqiang Jing, Jiawei Liu, Qing Liu, Xiannian Xie

published 08 Jul 2026

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Towards intelligent railway monitoring: A novel hybrid deep learning architecture for railway obstacle detection

Christopher Mai, Luca Eisentraut, Merlin Schadt, Ricardo Buettner

published 29 May 2026

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A curated dataset and lightweight deep learning framework for tea leaf disease classification

Sakibul Hasan Chowdhury, Md Shohel Arman, Masrafe Bin Hannan Siam, Md Rayhan Khan, Afia Hasan, Parvez Ahmed Moju Fahim

published 15 May 2026

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Development of machine learning models for predicting early pregnancy outcomes based on β-hCG, progesterone, and estradiol

Luming Chen, Fangxiang Mu, Kexin Wang, Fang Wang

published 27 Apr 2026

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Correlation analysis and prediction models for loess compressibility in Ili region, Xinjiang

Zhiqi Liu, Lifeng Chen, Kai Chen, Zizhao Zhang, Jinyu Chang

published 23 Mar 2026

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Point cloud generation adversarial network based on self-attention and curvature

Fusheng Sun, Chaofan Shen, Yu Kong, Zhiqiang Zhang, Mingyue Hu, Fengguang Xiong

published 27 Feb 2026

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STF-DKANMixer: Tri-component decomposition with KAN-MLP hybrid architecture for time series forecasting

Junxiang Wei, Rongzuo Guo, Yuning Wang

published 08 Dec 2025

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Multilayer perceptron neural network-genetic algorithm for modeling Nicotiana tabacum leaf quality

Mohammad Reza Najafi, Mohammad Ali Aghajani, Naser Safaie, Siamak Rahmanpour

published 07 Oct 2025

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Detection of false position attacks in VANETs through bagging ensemble learning

Bekan Kitaw Mekonen, Lemi Bane, Negasa Berhanu Fite

published 01 Aug 2025

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Soft label collaborative view consistency enhancement with application to incomplete multi-view clustering

Jie Zhang, Jiali Tang

published 01 Jul 2025

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An image and text-based fake news detection with transfer learning

Esther Irawati Setiawan, Patrick Sutanto, Christian Nathaniel Purwanto, Joan Santoso, FX Ferdinandus, Nemuel Daniel Pah, Mauridhi Hery Purnomo

published 17 Jun 2025

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A comparative study of various statistical and machine learning models for predicting restaurant demand in Bangladesh

Md Shakhawath Hossain, Farjana Parvin

published 04 Jun 2025

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