Browsing Data Science Institute (Scholarly Articles) by Author "d’Aquin, Mathieu"
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Facilitating scientometrics in learning analytics and educational data mining - The LAK dataset
Dietze, Stefan; Taibi, Davide; d’Aquin, Mathieu (IOS Press, 2016-11-06)The Learning Analytics and Knowledge (LAK) Dataset represents an unprecedented corpus which exposes a near complete collection of bibliographic resources for a specific research discipline, namely the connected areas of ... -
Privacy, security and policies: A review of problems and solutions with semantic web technologies
Kirrane, Sabrina; Villata, Serena; d’Aquin, Mathieu (IOS Press, 2018)Semantic Web technologies aim to simplify the distribution, sharing and exploitation of information and knowledge, across multiple distributed actors on the Web. As with all technologies that manipulate information, there ... -
Synergy between embedding and protein functional association networks for drug label prediction using harmonic function
Timilsina, Mohan; Mc Kernan, Declan Patrick; Yang, Haixuan; d’Aquin, Mathieu (ACM and IEEE, 2020-10-16)Semi-Supervised Learning (SSL) is an approach to machine learning that makes use of unlabeled data for training with a small amount of labeled data. In the context of molecular biology and pharmacology, one can take advantage ...