Machine Learning
Machine learning is a subfield of Artificial Intelligence that uses data and statistical methods to train algorithms, so they can predict human behaviour.
Due to the recent technological advances, machine learning applications are used in many everyday activities, such as talking to your mobile phone (speech recognition), choosing a movie from a streaming service (recommendation engines), or using a self-driving car (computer vision).
The aim of this collection is to create a common space for researchers exploring different aspects of Machine Learning, including different methods and algorithms.
A non-exhaustive list of topics includes:
- Supervised learning
- Unsupervised learning
- Semi-supervised learning
- Reinforcement learning
- Pattern recognition
- Natural language processing
- Machine Listening
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Research ArticleRevisedPeer review process completedAuthors: Kersten Marx, Yalçın Kaymak, Zeinab Kargar, Robin Jentner, Nico NeuberFunders: No information providedPeer reviewers: Dheeraj Kumar Saini, Koulis PERICLEOUS, Youcheng ZongPublished: November 28, 2025
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Open LetterPeer review process completedAuthors: Sonia Longhi, Salvador Ventura, Sandra Macedo-Ribeiro, Leandro G. Radusky, Jovana Kovačević, R. Gonzalo Parra, Miguel A. Andrade-Navarro, Andrey V. Kajava, Zuzana Bednáriková, Alexander Monzon, Rita VilaçaFunders: COST ActionsPeer reviewers: Judith Bernett, Marcelo Melo, Nicola BordinPublished: July 15, 2025
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Research ArticlePeer review process completedAuthors: Lewis Lovell, Isabella C. Adriani, Giacomo Nodjoumi, Javier E. Suarez-Valencia, Daniel Le Corre, Anita Heward, Angelo Pio Rossi, Nick L. J. CoxFunders: Horizon 2020, Industrial LeadershipPeer reviewers: Heidar Malki, Shreya SantraPublished: June 13, 2024
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Research ArticleRevisedPeer review process completedAuthors: Enrico Brugnolotto, Preslav Aleksandrov, Marilyne Sousa, Vihar GeorgievFunders: Excellent Science, Horizon 2020, Marie-Sklodowska-Curie Actions (MSCA)Peer reviewers: Chen Luo, Jin Chang, Nasser Mohieddin Abukhdeir, Ning YuPublished: June 28, 2024
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Software Tool ArticleRevisedPeer review process completedAuthors: Alexander Goscinski, Christian A. Jorgensen, Victor Paul Principe, Guillaume Fraux, Sergei Kliavinek, Benjamin Aaron Helfrecht, Rhushil Vasavada, Philip Loche, Michele Ceriotti, Rose Kathleen CersonskyFunders: European Research Council (ERC), Excellent Science, Horizon 2020Peer reviewers: Andrew Rosen, Brian DeCost, Ekaterina Pas, Robert MeißnerPublished: December 26, 2025
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Research ArticleRevisedPeer review process completedAuthors: Burak Celen, Melik Bugra Ozcelik, Furkan Metin Turgut, Cisel Aras, Thyagesh Sivaraman, Yash Kotak, Christian Geisbauer, Hans-Georg SchweigerFunders: Horizon 2020, Societal ChallengesPeer reviewers: Min Ye, Suleyman TosunPublished: February 22, 2023
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Research ArticleRevisedPeer review process completedAuthors: Natália ResendeFunders: Excellent Science, Horizon 2020, Marie-Sklodowska-Curie Actions (MSCA)Peer reviewers: Cândido Oliveira, Michael CarlPublished: December 13, 2023