Statistical Learning

Latest research

1. A physics-informed stacked ensemble learning framework for thrust force prediction in ultrasonic vibration-assisted micro-drilling of DD6 superalloy

   • Sami Ullah
   • Zhiqiang Liang

   in International Journal on Interactive Design and Manufacturing (IJIDeM)

   Article 27 August 2026

   

2. Machine Learning Prediction of Local Failure in GI Brain Metastases on the Day of Gamma Knife Radiosurgery

   • Jheremy S. Reyes
   • Alexandros Bouras
   • Constantinos G. Hadjipanayis

   in Journal of Gastrointestinal Cancer

   Article 27 August 2026

   

3. AI-Powered Student Dropout Prediction and Personalized Intervention Using TC-Net in Education

   • Meng Luo

   in Discover Artificial Intelligence

   Article Open access 27 August 2026

   

4. The effect of portfolio size on return prediction in the Korean stock market

   • Gangseok Moon
   • Sejin Park
   • Seongjoo Song

   in Journal of the Korean Statistical Society

   Article 27 August 2026

   

5. Machine Learning-Based Prediction of Bank Financial Stability: Empirical Evidence From ASEAN Commercial Banks

   • Ardiansyah Japlani
   • Febriyanto
   • Eva Faliyanti

   in Asia-Pacific Financial Markets

   Article 27 August 2026

   

6. Data-Driven Machining: A Critical Review of Machine Learning Applications in Modeling, Control, and Optimization

   • Ermias Wubete Fenta
   • Syed Sohail Akhtar
   • Ammar Alsheghri

   in Arabian Journal for Science and Engineering

   Article 27 August 2026

   

7. Certainty-Aware Partition and Sufficient Utilization of Noisy Samples

   • Jia Zhang
   • Gaoxia Jiang
   • Wenjian Wang

   in Machine Learning

   Article 26 August 2026

   

8. Students’ Performance Prediction by Exploratory Data Analysis (EDA) and Machine Learning (ML) Analysis

   • Poornima. A
   • Inbavalli. M

   in Canadian Journal of Science, Mathematics and Technology Education

   Article 26 August 2026

   

9. Machine learning-based prediction model for postoperative blood transfusion in pediatric patients with Hirschsprung’s disease

   • Jianfeng Luo
   • Yangyi Wei
   • Long Li

   in Pediatric Surgery International

   Article 26 August 2026

   

10. A robust stacking ensemble of dual backbones and self-supervised pretraining for automatic fetal head circumference measurement

    • Fatemeh Mirzadeh Sarcheshmeh
    • Ali Karimi
    • Nayereh Rahmati

    in Discover Artificial Intelligence

    Article Open access 26 August 2026

    

11. Discrepancy modeling using machine learning for improving permeability prediction in complex clastic reservoirs

    • Mostafa S. Khalid

    in Acta Geodaetica et Geophysica

    Article 26 August 2026

    

12. Advances in semi and self-supervised learning techniques for cross-domain visual inspection tools

    • Saad Mazhar Khan
    • Imran Shafi
    • Imran Ashraf

    in International Journal of Machine Learning and Cybernetics

    Article 26 August 2026

    

13. SHAP-based interpretation of machine learning models for cardiometabolic risk in fatty liver disease

    • Wenni Zhuang
    • Haitao Shi
    • Longbao Yang

    in Journal of King Saud University Computer and Information Sciences

    Article Open access 26 August 2026

    

14. Predicting Tensile Strength of Limestone Rocks from Experimental Data of Physical Properties: Statistical Correlations and Machine-Learning Models

    • Mohammad O. Taamneh
    • Abdulla A. Sharo
    • Fahad F. Alqahtani

    in Rock Mechanics and Rock Engineering

    Article 26 August 2026

    

15. Everyone Says...

    • Jeffrey R. Wilson
    • Chiu-I (Aki) Chen

    in Copernicus Books

    Book 2026

    

16. Explainable artificial intelligence reveals key surgical parameters in robot-assisted and open radical prostatectomy

    • Christian R. Klein
    • Pia Heuser
    • Philipp Krausewitz

    in Scientific Reports

    Article Open access 26 August 2026

    

17. Hybrid Sparrow Search Algorithm Support Vector Machine Regression Bidirectional Long-Short Term Memory (SSA-SVR-BiLSTM) model with Lagrange-based weighting for PM\(_{2.5}\) prediction and stratified evaluation

    • Maria Fernanda Camargo
    • Sergio Diaz
    • Alejandra Baena

    in Environmental and Ecological Statistics

    Article Open access 26 August 2026

    

18. Machine learning driven multidimensional evaluation system for teaching quality of vocational education teachers

    • Ruijuan Liu
    • Hui Li
    • Chao Xu

    in Discover Artificial Intelligence

    Article Open access 26 August 2026

    

19. Reservoir prediction from seismic data using hybrid CNN-BiLSTM

    • Wenliang Nie
    • Wei Huang
    • Xiaotao Wen

    in Earth Science Informatics

    Article 26 August 2026

    

20. Multi-Class Fault Detection and Diagnosis of Rolling Bearings: a Machine Learning Approach

    • Md Muzakkir Quamar
    • Abdulrazaq Nafiu Abubakar
    • Ali Nasir

    in Journal of Vibration Engineering & Technologies

    Article 26 August 2026