IJWOS · ISSN 3049-2424 · Subject Guides
Machine learning research paper publication
Prepare a subject-focused manuscript with appropriate methods, evidence and references.
Prepare a machine learning manuscript
Machine learning manuscripts may address classification, regression, clustering and model evaluation. Prevent data leakage between training and test sets. Explain preprocessing, hyperparameter selection and the evaluation split. Compare the method with meaningful baselines, and report whether improvements are stable rather than relying on a single favourable run.
Your preparation checklist
- Explain split strategy
- Fit preprocessing using training data only
- Report hyperparameter selection
- Include variation across runs where appropriate
A useful manuscript focus
A classification paper could compare precision and recall across classes and explain how class imbalance affects the results.
Use this as an illustration of a focused research design, not as a claim about an article already published by IJWOS. Your own paper should make its contribution explicit and support conclusions with the data, sources or analysis actually reported.
IJWOS publication fees and DOI options
| Author category | Fee | DOI |
|---|---|---|
| Indian authors | ₹499 | Without DOI |
| Indian authors | ₹699 | With DOI |
| International authors | US $20 | With DOI |
Indian plans cover up to 8 authors and 20 pages; the international plan covers up to 8 authors. Contact editor@ijwos.com about longer manuscripts, additional authors, international page limits or an unclear author category before payment.
Submission and editorial decisions
Submit the complete manuscript through the official IJWOS form and retain your Paper ID. Follow any assessment or revision instructions, and make payment according to the acceptance communication. Publication depends on editorial acceptance and complete documents; payment does not guarantee acceptance, indexing or a fixed review duration.
Questions about this topic
What should the paper's contribution explain?
Explain the specific research question, the evidence supporting the answer and the limits of your conclusions. For example: A classification paper could compare precision and recall across classes and explain how class imbalance affects the results.
Where can I ask about my manuscript?
Email editor@ijwos.com with your Paper ID, title and question. For payment queries, include the selected plan and transaction confirmation. Read the cancellation and refund policy before payment.
Related publication guides
Need help with your manuscript?
Email editor@ijwos.com with your Paper ID, research topic and question. Confirm the applicable fees and editorial requirements before payment.
