Recent papers on Machine Learning Integration

Sorted by publication year (newest first) via OpenAlex. List regenerates every 24h.

1. Essays on Financial Machine Learning: Nonlinearity, Predictability and Data-Theory Integration

   2031 · Open MIND · Wang, Yinuo

   2031

2. Integrating machine learning and system dynamics

   2026 · Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) · Hesham, Mahmoud,, Hubert, Korzilius,, Marcel, Olde Rikkert, et al.

   2026

3. Metaheuristic Optimization and Machine Learning Integration for Intelligent Microgrid Management: A Comprehensive Review

   2026 · Archives of Computational Methods in Engineering · Saxena, Vivek

   2026

4. Integrating Machine Learning and Data-Driven Modeling: Predicting Dengue Outbreaks and Revealing Spatially Heterogeneous Climatic Drivers in Brazil

   2026 · Figshare · Li, Danyang

   2026

5. Monitoring female fertile ground: a pilot study of continuous body temperature measurement using a skin wearable device and machine learning integration

   2026 · Zenodo (CERN European Organization for Nuclear Research) · Läänelaid, Siret

   2026

6. Integrative Machine Learning Framework for Detecting Resistance-Associated Mutations in Cancer Cell Lines

   2026 · Ahmad, Salim

   2026

7. Integrating a Physical Prior into a Machine Learning Model for Quantum Noise Reduction in X-ray Imaging

   2026 · Zenodo (CERN European Organization for Nuclear Research) · Jean, Gregory

   2026

8. Integrating multi-omics and machine learning to explore the role of amino acid metabolism in intervertebral disk degeneration

   2026 · Frontiers in Neurology · Li, Xusheng, Shuid, Ahmad Nazrun, Miswan, Mohd Fairudz Mohd et al.

   2026

9. Enhancing daily peak water level forecasts in tidal-dominated regions using machine learning and future tide integration

   2026 · Hydrological Sciences Journal · Le, Ngoc Anh, Nguyen, Hao Quang, Thanh, Phong Nguyen et al.

   2026

10. Integrating Life Cycle Assessment with Scale-Up Modeling and Machine Learning for Greener Pharmaceutics: The Case of (−)-Chloramphenicol

    2026 · ACS Sustainable Chemistry & Engineering · Ungureanu, Andrei, Sola, Antonella, Ferrari, Anna Maria et al.

    2026

11. Integrative Bioinformatics, Experimental Validation, and Interpretable Machine Learning Reveal Oxyresveratrol‐Mediated Protection Against Cadmium‐Induced Lung Adenocarcinoma‐Related Transcriptional Dysregulation

    2026 · Environmental Toxicology · Isıyel, Murat, Ceylan, Hamid, Demir, Yeliz

    2026

12. Discovering novel Ni-Mn-X based shape memory alloys with narrow thermal hysteresis: A strategy integrating first-principles calculations and machine learning

    2026 · Intermetallics · Li, Hui, Zhao, Wenbin, Tian, Xiaohua et al.

    2026

13. Integration of transfer learning and ensembles of extreme learning machines with fuzzy activation function for autism diagnosis

    2026 · Progress in Artificial Intelligence · Chang, Daquan

    2026

14. Glycolytic reprogramming in host response to <i>Borrelia burgdorferi</i> : A gene signature revealed by integrative bioinformatics analysis and machine learning

    2026 · Experimental and Therapeutic Medicine · Dong, Yan, Chen, Yantong, Luo, Yanshuang et al.

    2026

15. Integrating experimental data and machine learning to predict collapse potential of loessic and lacustrine–alluvial soils using suction and SWCC parameters

    2026 · Scientific Reports · Tabatabaei, Azam Al-Sadat, Abtahi, Sayyed Mahdi, Hashemolhosseini, Hamid et al.

    2026

16. Development of a Machine Learning–Based VO ₂ max Prediction Framework Integrating Missing Data Imputation and SHAP Interpretation

    2026 · Measurement Interdisciplinary Research and Perspectives · Lee, J P., Kim, Changgyun

    2026

17. Toward Next-Generation Antifouling Membranes: A Synergistic Approach Integrating Thermodynamics, Surface Design, and Machine Learning

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Emdad, Hossain Md

    2026

18. Machine learning-based integration of respiratory oscillometry and spirometry for predicting clinical outcomes in spinal muscular atrophy

    2026 · European Journal of Pediatrics · Chang, Hsin-Hui, Liang, Wen‐Chen, Hsieh, Tang‐Hsu et al.

    2026

19. ADVANCED MACHINE LEARNING FRAMEWORKS FOR PNEUMONIA DIAGNOSIS: INTEGRATING MULTIMODAL SIGNALS AND PRIVACY-PRESERVING TECHNIQUES

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Abbas, Faizan, Arshad, Batool, Wajiha et al.

    2026

20. Mining and Validation of Novel Umami Peptides in Non-Alcoholic Beer by Integrating Machine Learning Prediction, Molecular Docking, and Sensory Validation, and Their Multidimensional Sensory Impacts on Beer Body

    2026 · Foods · Wu, Yashuai, Tian, Wenjing, Shi, Zihan et al.

    2026

21. Integrative Analysis of Flight Performance Data Using Basic Machine Learning Approaches in Racing Homing Pigeons (&lt;em&gt;Columba livia&lt;/em&gt;)

    2026 · Preprints.org · Şentürk, Nursen, Çobanoğlu, Özden, Ardicli, Sena

    2026

22. Integrating Metabolomics and Machine Learning for Advanced Chemical Detection

    2026 · Sensors · Picone, Gianfranco

    2026

23. Dynamic machine learning model integrating resting energy expenditure for predicting postoperative complications after gastrectomy for gastric cancer

    2026 · Journal of Cancer Research and Clinical Oncology · Yang, Dinghua, Liu, Hongda, Xia, Yiwen et al.

    2026