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Deep learning

Impact of deep learning and post-processing algorithms performances on biodiversity metrics assessed on videos

Valentine Fleuré, Kévin Planolles, [ ... ], Sébastien Villéger

A rolling bearing fault diagnosis method based on an improved parallel one-dimensional convolutional neural network

Hongwei Bai, Weiyan Tong, Zhenkun Geng, Cheng Gao

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

Hao Li, Zhuqi Li, [ ... ], Hongbo Mu

FCMI-YOLO: An efficient deep learning-based algorithm for real-time fire detection on edge devices

Junjie Lu, Yuchen Zheng, [ ... ], Yunping Wu

Advancing smart communities with a deep learning framework for sustainable resource management

Yongyan Zhao

GNN-RMNet: Leveraging graph neural networks and GPS analytics for driver behavior and route optimization in logistics

Eman Ali Aldhahri, Abdulwahab Ali Almazroi, [ ... ], Nasir Ayub

Automatic detection of foreign object intrusion along railway tracks based on MACENet

Xichun Chen, Yu Tian, [ ... ], Shiya Cheng

Analysis of multipath effects in global trade networks based on multimodal, high dimensional, heterogeneous transformer architecture: Deconstruction of nonlinear cascade and dynamic chain reaction

Chengfu Fan, Shoujiu Xiong, Fei Zhou

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, [ ... ], Tran Thanh Tung

MSMCE: A novel representation module for classification of raw mass spectrometry data

Fengyi Zhang, Boyong Gao, [ ... ], Xingchuang Xiong

Leveraging deep learning for the detection of socially desirable tendencies in personnel selection: A proof-of-concept

Tony C. Lee, Matthias Ziegler

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

Dhirendra Prasad Yadav, Deepak Kumar, [ ... ], Panos Liatsis

An open-source interactive AI framework for assisting automatic literature review in forensic medicine: Focus on brain injury mechanisms

Ya-Wen Liu, Dong-Hua Zou, [ ... ], Ning-Guo Liu

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