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Machine learning

Predicting rate of penetration (ROP) with machine learning models: A physics-validated comparative case study of Gradient Boosting Regressor (GBR), Random Forest (RF), and K-Nearest Neighbours (KNN)

Musaab Magzoub, Noora Al Mansoori, Mohammed Abdalla Ayoub Mohammed, Almostafa Alhadi, Kaushik Sivaramakrishnan, Munawar Shaik, Abu Bakar Adni

published 06 Nov 2026

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ACMNet: An attention-convolution mixed neural network for semantic segmentation of high-resolution remote sensing images

Shangkun Yu, Leijuan Yu, Tingting Wang, Rui Hu, Chengxin Wang

published 06 Nov 2026

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The role of digital and AI-based tools in music theory education

Ali Kalkan

published 06 Nov 2026

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An explainable machine learning framework for cross-dataset chronic kidney disease risk prediction using hybrid data balancing

Jarin Tasnim Mumu, Ismail Hossain, Kazi Md. Tanvir Anzum

published 05 Nov 2026

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Initial failure morphology of shallow loess containing millimeter-scale cracks: Insights from CT 3d imaging

Luqing Zhao, Cuiying Zhou, Zhen Liu, Qingyi Mu, Penghui Ma, Jianbing Peng

published 05 Nov 2026

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Crack identification and detection in mine boreholes using deep learning: A case study of hexi coal mine

Ruifeng Huang, Wanshun He, Lu Chen, Yanbin Xiang, Wenzhe Li

published 05 Nov 2026

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Integrative analysis reveals shared biomarkers and pathways in osteoporosis and rheumatoid arthritis using machine learning and single-cell sequencing

Jin Zhao, Yixuan Chen, Fei Yang, Cheng Tian, Wenyan Luo, Zhou Su, Bohuan Yang, Wei Liu, Hongbo Yang

published 04 Nov 2026

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Identification and validation of biomarkers associated with mitochondrial dynamics dysfunction in Parkinson’s disease based on GEO datasets

Dawei Gong, Guanyu Li, Ming Li, Bo Zhang, Weixiao Wang, Jinjin Chen, Yanyan Zhao

published 04 Nov 2026

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Differential and directional body coupling analysis in Parkinsonian gait

Arifa Zahir, Jaehong Yu, Jin-Sun Jun, Kiwon Park, Ryul Kim, Hyundoo Jeong

published 04 Nov 2026

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Transformer-aided guard: A hybrid spatio-temporal framework for confidence-aware intrusion detection in cyber-physical systems

Abeer Aljohani

published 04 Nov 2026

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Development and internal validation of machine learning models for predicting prediabetes in China

Zhengxin Jiang, Wen Qian, Haifang Yang, Yifang Luo, Wen Peng, Qiong Wu, Xiaoxing Wei

published 04 Nov 2026

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BanglaHateCorpus: A large-scale bangla benchmark for hate speech classification and a transformer-based deep learning method

Anika Tasnim Rodela, Mahbub E Sobhani, Sakif Naieb Raiyan, Mohammad Nurul Huda, Dewan Md. Farid

published 04 Nov 2026

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Explainable computational framework for subtype classification and biomarker identification in head and neck squamous cell carcinoma using machine learning

Anagha Rajan, Christopher Leela Biji, Mangalam Goutam Sinha, Iyappan Ramalakshmi Oviya

published 04 Nov 2026

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