Basics Clustering for recognizing medical patterns: Gaussian Mixture Models explained 24. April 2024 Medical data often contains complex patterns that are difficult to recognize with the naked eye, but which can be of... read more
Basics Navigating the Evolution of Automatic Speech Recognition (ASR) 10. April 2024 Automatic Speech Recognition (ASR) is a rapidly advancing technology that holds immense relevance in today's digital... read more
Basics Two Pruning Algorithms: MEP vs. PEP – one Goal, different Outcomes 28. February 2024 Recap: What is Decision Tree Pruning? Decision trees provide a practical and straightforward way to represent rules... read more
Basics Complex Decision Trees? How Pruning keeps the ML Tool organized 14. February 2024 Decision Trees are a highly popular tool in Machine Learning (ML). They represent a hierarchical, tree-like structure... read more
Basics Resource-aware Machine Learning: Concepts for greater energy efficiency 13. December 2023 Machine Learning (ML) and data mining have become integral parts of our everyday lives. As a result, the associated... read more
Basics Let us be clear: Why text simplification matters and what ML can do to help 15. November 2023 Think about the last time you found yourself struggling with the meaning of a complex article or document. Many of us... read more
Basics Explanation good, all good? How consumers can be informed about the deployment and functioning of AI systems 08. November 2023 Mithilfe von Methoden der erklärbaren Künstlichen Intelligenz (XAI, Explainable AI) können Entwickler*innen die... read more
Basics Towards human-centred Machine Learning 25. October 2023 Human-centred Machine Learning strives for a tight coupling of human and computer intelligence and a synergistic... read more
Basics Research Made Easy: Scientific Note-taking 05. April 2023 While researching and learning about new concepts, it is crucial for most researchers to structure and write down the... read more