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Deep learning

Towards real-world monitoring scenarios: An improved point prediction method for crowd counting based on contrastive learning

Rundong Cao, Jiazhong Yu, Ziwei Liu, Qinghua Liang

published 02 Jul 2025

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Few-shot network intrusion detection method based on multi-domain fusion and cross-attention

Congyuan Xu, Donghui Li, Zihao Liu, Jun Yang, Qinfeng Shen, Ningbing Tong

published 02 Jul 2025

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Enhancing IDS for the IoMT based on advanced features selection and deep learning methods to increase the model trustworthiness

Ahmed Muqdad Alnasrallah, Maheyzah Md Siraj, Hanan Ali Alrikabi

published 02 Jul 2025

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Particle swarm optimization-based NLP methods for optimizing automatic document classification and retrieval

Bowen Zeng, Xianhe Shang, Rong Lu, Yugui Zhang

published 02 Jul 2025

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DMSU-Net++: A dual multiscale retinal vessel segmentation method based on improved U-Net++

Liu Ming, Li Qi

published 02 Jul 2025

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MRI based early Temporal Lobe Epilepsy detection using DGWO based optimized HAETN and Fuzzy-AAL Segmentation Framework (FASF)

Hasim Khan, Ahmed Ibrahim Alutaibi, Ghanshyam G. Tejani, Sunil Kumar Sharma, Ahmad Raza Khan, Fuzail Ahmad, Seyed Jalaleddin Mousavirad

published 02 Jul 2025

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SAMF-YOLO: A self-supervised, high-precision approach for defect detection in complex industrial environments

Jun Huang, Shamsul Arrieya Ariffin, Qiang Zhu, Wanting Xu, Qun Yang

published 01 Jul 2025

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RETRACTED: TGEL-transformer: Fusing educational theories with deep learning for interpretable student performance prediction

Yuhao Gong, Fei Wang, Yuchen Zhang, Jiaqi Geng

published 30 Jun 2025

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RETRACTED: Enhanced E-commerce decision-making through sentiment analysis using machine learning-based approaches and IoT

Yasser Filahi, Omer Melih Gul, Ali Elghirani, Erkut Arican, Ismail Burak Parlak, Seifedine Kadry, Kostas Karpouzis

published 30 Jun 2025

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A multi-domain collaborative denoising bearing fault diagnosis model based on dynamic inter-domain attention mechanism and noise-aware loss function

Weilin Cao, Liqiang Zhang

published 26 Jun 2025

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Constructing a domain-specific sentiment lexicon for agricultural product reviews using BERT and SO-PMI

Jinghua Wu, Peng Qiu, Xun Jia

published 26 Jun 2025

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A novel twin time series network for building energy consumption predicting

Zhixin Sun, Han Cui, Xiangxiang Mei, Hailei Yuan

published 26 Jun 2025

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Adaptive DDoS detection mode in software-defined SIP-VoIP using transfer learning with boosted meta-learner

Rume Elizabeth Yoro, Margaret Dumebi Okpor, Maureen Ifeanyi Akazue, Ejaita Abugor Okpako, Andrew Okonji Eboka, Patrick Ogholuwarami Ejeh, Arnold Adimabua Ojugo, Chris Chukwufunaya Odiakaose, Amaka Patience Binitie, Rita Erhovwo Ako, Victor Ochuko Geteloma, Paul Avwerosuo Onoma, Asuobite ThankGod Max-Egba, Ayei Egu Ibor, Sunny Innocent Onyemenem, Elochukwu Ukwandu

published 26 Jun 2025

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