Open Access Machine Learning Journals with Rapid Review (2026)

📖 Top Journals for Fast ML Publication

For researchers in Machine Learning seeking **open access machine learning journals with rapid review**, this guide highlights reputable platforms offering **fast publication**, transparent editorial processes, and strong indexing including **Google Scholar**. These journals support timely dissemination of high-impact ML research across academia and industry.

Open access ensures your work is freely available to the global scientific community, enhancing visibility, citations, and collaborative opportunities.

📘 1. International Journal of Innovative Research in Engineering (IJIRE)

International Journal of Innovative Research in Engineering (e-ISSN: 2582-8746) is an open access journal covering Machine Learning, Artificial Intelligence, and Data Science topics. With **rapid review cycles**, **fast publication**, and **Google Scholar indexing**, IJIRE is a top choice for researchers seeking quick dissemination and global impact.

📗 2. Journal of Machine Learning Research (JMLR)

**Journal of Machine Learning Research (JMLR)** is a leading open access journal with rapid peer review and DOI issuance. It provides a platform for theoretical and applied ML research with strong indexing in major databases.

📙 3. International Journal of Deep Learning & Applications

This journal focuses on deep learning innovations within Machine Learning. As an open access publication with efficient editorial workflows, it offers **rapid review** and publication for cutting-edge research in neural networks, CNNs, and AI-driven systems.

📕 4. Machine Learning and AI Informatics Journal

Designed for interdisciplinary ML and AI studies, this open access journal promotes **fast publication** and rapid peer feedback. It’s ideal for research involving practical applications, algorithm design, and experimental insights.

📔 5. Journal of Intelligent Systems & Data Science

This journal covers ML, intelligent systems, and data analytics under an open access model. With **rapid review processes**, it supports early-career researchers and seasoned professionals alike in achieving timely publication and visibility.

📓 Top Tips for Publishing in Rapid Review Journals

• 📝 Align your manuscript with the journal’s scope and guidelines.
• ⚡ Submit early to benefit from **rapid review** and **fast publication** timelines.
• 🔍 Check DOI issuance and **Google Scholar indexing** before submission.
• 📌 Emphasize novelty, experiments, and clear presentation of results.
• 📚 Cite recent open access ML studies to strengthen literature review.

Choosing the right **open access machine learning journals with rapid review** can significantly enhance your research’s reach, citations, and academic impact in 2026.