Special Issue "Classification and Regression in Machine Learning"
Deadline for manuscript submissions: closed (15 October 2020).
Interests: data mining; knowledge discovery; bio-inspired algorithms; bioinformatics
I would like to announce a Special Issue entitled “Classification and Regression in Machine Learning” to be published in the MDPI journal Algorithms. This Special Issue focuses on algorithms for two supervised machine learning tasks, namely, classification and regression. We invite papers describing novel research on methods and applications in these tasks, including survey papers discussing current issues and open research problems.
Potential topics include (but are not limited to):
- Machine learning algorithms (e.g., support vector machines, Bayesian learning, statistical methods);
- Bio-inspired algorithms (e.g., evolutionary algorithms, swarm intelligence, artificial neural networks);
- Model representation (e.g., decision and regression trees, rules, deep learning);
- Ensemble learning;
- Scalable and distributed learning;
- Interpretability of models;
- Evaluation techniques;
- Transparency and fairness;
- Application case studies;
Dr. Fernando Otero
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1000 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.