Active KompAKI Developing automated AI tools to increase level of automation while preparing tabular data in ML pipelines. IML4E Developing the IML4E framework, covering methods, techniques and tools that are dedicated to deliver and maintain high quality smart software in efficient, scalable and manageable processes. ETNS Development of interative explainability tool for NLP systems COMBINE Customization of classification ensembles based on data characteristics Completed ComNSense Grammar-based generation of interior models by mobile participants iEnergy An IoT Framework for Smart Energy Management SCARE System Correctness Under Adverse Conditions XAI4ML Developing XAI-based tools to enhance ML models considering different data modalities ValIoT Active data validation to increase fault tolerance in model-driven model-driven IoT applications ApplS-LAB Applied Sensing Technology Research Laboratory