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 Object Detection: How machines recognize objects 31. May 2023 Many everyday scenarios require the simultaneous detection and localization of various objects. As humans, we have an... read more
Basics GraphSAGE: Predicting user behavior with ML-based recommendation services 23. May 2023 “Like!”. Every day, we receive personalized recommendations for products or content—whether shopping on various... read more
Basics Graph Neural Networks: An introduction to the world of graph-based AI models 10. May 2023 Every day, whether at work, during sports, or online in social networks, we interact with other people within social... read more
Basics Linear discriminant analysis: A method for dimension reduction of classifiable data sets 19. April 2023 In recent decades, digitalization has gained increasing importance, transforming nearly all aspects of our lives. One... 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
