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Deep learning

ConvLSTM-based tropical cyclone intensity estimation and classification using satellite imagery over the North Indian ocean

Manju M. S., Harsh Pateriya, Rajeev Kumar Gupta, Deepak Singh Tomar, Punit Gupta, Asmir Butkovic

published 05 Dec 2025

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Brain tumour segmentation in fused MRI-PET images with permutate U-Net framework

Yepuganti Karuna, Venu Allapakam, S. Priyanka, SK. Riyaz Hussian, Peet Nalwaya, Saladi Saritha

published 04 Dec 2025

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AttentionDriveNet: Fusion of deep cognitive network with Attention modeling for robust navigation in Self-driving vehicles

Sushruta Mishra, Rishabh Mohata, Hrudaya Kumar Tripathy, Jnyana Ranjan Mohanty, Kshira Sagar Sahoo, N. Z. Jhanjhi, Abdullah Alourani

published 04 Dec 2025

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PixlMap: A generalisable pixel classifier for cellular phenotyping in multiplex immunofluorescence images

Rachel L. Baird, David Mason, Kai Rakovic, Fiona Ballantyne, Ian R. Powley, Anastasia Georgakopoulou, Lucy Hillary, Thomas G. Bird, Leah Officer-Jones, John Le Quesne

published 03 Dec 2025

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A novel agricultural commodity price prediction model integrating deep learning and enhanced swarm intelligence algorithm

Kaixuan Sun, Qi Yao, Yanhui Li

published 02 Dec 2025

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From data to diagnosis: An innovative approach to epilepsy prediction with CGTNet incorporating spatio-temporal features

Dianli Wang, Enping Li, Yang Wang, Zhiyang Liu, Aixia Sun, Wei Wei, Xuning Zhang, Cheng Peng, Fengtao Wei

published 02 Dec 2025

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HAttFFNN: Hybridized attention mechanism-based feedforward neural network deep learning model for the plastic material classification of three stage materials on spectroscopic data

Nazym Alimbekova, Hari Mohan Rai, Tursinbay Turymbetov, Ainur Zhumadillayeva

published 02 Dec 2025

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Integrating graph neural networks and LSTM for path optimization in smart port multi-modal systems

Jiangjiang He, Weixun Chen, Jiaren Sun, Lin Zhu

published 02 Dec 2025

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Stock price dynamics prediction based on multi-scale fractals and deep learning

Yuanyuan Du, Ye Tian

published 02 Dec 2025

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SCADET: A detection framework for AI-generated artwork integrating dynamic frequency attention and contrastive spectral analysis

Xiaolong Zhang, Zekai Yu, Jianqiao Zhao

published 26 Nov 2025

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Large language models for prognostic analysis in mechanical fault diagnosis

Hao Zhang, Wei Wang, Longfei Zhang, Siyu Shao, Qingli Wang, Jiandong Li, Jun Hu

published 21 Nov 2025

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Lightweight deep neural networks: Optimization of vehicle classification using ICBAM based on depthwise separable convolutions

Qifeng Niu, Jinhui Han, Zhen Sui, Feng Xu

published 21 Nov 2025

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Structured matching models in multimodal information fusion: An optimized Kuhn-Munkres algorithm

Qingnan Ji, Jinxia Wang, Lixian Wang

published 21 Nov 2025

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