Research
Web and Social Media Mining
Multimedia Understanding and Retrieval
Computer Vision
Multimodal Data Fusion
Big Data Processing and Analytics
AI-based Multimodal Analytics
Natural Language Processing
Knowledge Representation and Reasoning
Digital Twins
Decision Support based on Explainable AI
The large-scale availability of user-generated content on social media platforms has opened up new possibilities for studying and understanding real-world phenomena, trends and events. Social media is a highly heterogeneous source…
Read more…
Read more…
Big Data Collections (e.g. Earth Observation data, social media streams, large video collections, etc.) are characterized by large volumes, velocity and variety, due to their highly heterogeneous nature and timeliness.
Read more…
Read more…
Digital images and video footages comprise one of the core data types for human-machine interaction and visual understanding in general. Human perception along with human logic is the most attractive capabilities of the human…
Read more…
Read more…
A key requirement in multimodal domains is the ability to integrate the different pieces of information,to derive high-level interpretations. More precisely, in such environments, information is typically collected from…
Read more…
Read more…
Spatial, textual and visual data are ubiquitous and are massively generated by cameras, satellites, sensors and humans. Clustering large and semi-structured data is a very popular pattern recognition problem in the Big Data era…
Read more…
Read more…
Artificial intelligence (AI) technologies, and in particular the deep learning paradigm, are advancing at an astounding pace and appear to have the potential to significantly enhance the capabilities in a wide range of applications.
Read more…
Read more…
The increasing volume of digital textual information is calling for efficient and effective Natural Language Processing (NLP) methods that will allow humans and machines alike to digest the continuous flow of all the generated information.
Read more…
Read more…
The Semantic Web technologies provide the means and tools to unanimously represent the meaning of Web entities and their relations to one another, in a machine-interpretable manner. While modeling and managing knowledge…
Read more…
Read more…
A virtual construct known as a “Digital Twin” simulates a physical counterpart, integrates various data inputs for the purposes of handling, storing, and processing data, and offers an automatic, bi-directional data linkage between…
Read more…
Read more…
Decision support systems (DSS) have become essential tools for decision-making in critical domains such as healthcare, finance, and defense. These systems provide valuable insights and recommendations that can help responsible…
Read more…
Read more…
Security
Defense
Health
Arts & Media
Culture
Environment
Earth Observation
Migration
Software Infrastructure
Smart Manufacturing
A generic description of security is to attain an acceptable probability that a person, their belongings and community will be safe/secure from physical or other harm. Despite the various security interpretations, all involved stakeholders face…
Read more…
Read more…
Research towards AI technologies that facilitate everyday life has strongly emerged during the last years in order to modernize operations and optimize productivity in a wide range of sectors and applications. AI research in defense is revolutionizing…
Read more…
Read more…
Advances in sensing technology, combined with intelligent analysis and Artificial Intelligence (AI), promise to revolutionize care and mitigate the implications of diseases, often coupled with inaccessible or limited therapy options.
Read more…
Read more…
Rapid development of science and technology has changed the form of artistic expression and created new ways of how we experience and design the world around us. In order to achieve a more holistic and human-centered approach…
Read more…
Read more…
Culture is made up of many diverse components that keep changing, evolving and blend together through the pass of time. The development of technology, transportation and globalization has a large impact on culture and cultural heritage.
Read more…
Read more…
In the last decade, extreme events such as flood disasters are becoming more frequent and more destructive compared with the old ones, especially in developing countries, causing loss of human lives and properties.
Read more…
Read more…
Earth observation is the gathering of information about the physical, chemical, and biological systems of the planet Earth, and it can be performed via remote-sensing technologies and by ground-based techniques.
Read more…
Read more…
Migration is a complex and challenging phenomenon, which affects all levels of society at a local, national, regional, European, and international level. A multistakeholder approach, in combination with the development…
Read more…
Read more…
Cloud computing is a developing paradigm of distributed computing that is highly adopted nowadays. Both economic and time benefits lead companies to use Cloud Computing. Users do not need to spend time installing software…
Read more…
Read more…
Smart manufacturing is a term used to describe the industrial production and manufacturing which is done in automated ways, within a connected supply and value chain. It is characterized by a fully-integrated, collaborative…
Read more…
Read more…