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
Application What is it capable of and what does it cost? AI for the prediction of product features 28. June 2023 In the manufacturing industry, the demand for custom-made products for special applications is becoming increasingly... read more
Basics What are Support Vector Machines and how do they work? 07. March 2023 Support Vector Machines (SVM) are supervised learning methods primarily used for classification problems. Their... read more
Application Can I reduce my rent? Finding arguments in court decisions with Question Answering 08. February 2023 An essential part of a lawyer's work in preparing a lawsuit is comparing similar, already litigated cases. Judges also... read more
Application AI in radiology – Classifying and explaining hemorrhagic strokes with deep learning 27. July 2022 "Time is brain" – this well-known phrase encapsulates the challenge of a stroke. When a person suffers a stroke,... read more
Basics Classification in Machine Learning 18. May 2022 This post explains what lies behind the concept of classification, building on previous contributions in the series... read more
Application Priority for safe Machine Learning: On the robustness of neural networks 14. July 2021 Neural networks are highly suitable for image classification and are already widely used today, delivering outstanding... read more
Basics Intelligent labeling with active learning 10. February 2021 Every year, several zettabytes of data are generated. However, these raw data are often unusable for Machine Learning... read more
Basics How do machines learn? 13. January 2021 Machine Learning and Artificial Intelligence have become an integral part of today's world. As a technology, it finds... read more
