Complex Activity Recognition and Process Mining. My main focus is on discovering activities and processes from a variety of data sources via artificial intelligence and machine learning algorithms.
Take for example a video feed as an input. The desired output is to recognize the activities that are recorded in the video, their start and completion times and who performed them.
The output is mined via process mining to discover and predict processes that are composed of these activities.
There are many application domains such as the treatment of patients within a hospital, processing of multiple projects within an organization, a drug deal or the flow of customers and dishes within a restaurant, just to name a few.
Robust Resource Allocation and Scheduling. Application domains are:Industry 4.0, project management, healthcare etc.
What leads a startup to succeed (or not)? What is the impact of incubators and accelerators on startups' performances? We are currently forming, for this international research, a unique database that stores data collected from startups, incubators and accelerators.