Pemphigoid, a group of autoimmune bullous diseases including pemphigoid (BP) and epidermolysis bullosa acquisita, is caused by autoantibodies against the basement membrane zone (BMZ). BP most common disease in elderly, suggesting that aging involved disruption immune tolerance to BMZ. However, details process are still not fully understood. To investigate effects on breakdown BMZ, we analyzed p...

The starting point of this research is the multimodal approach to modeling multiagent systems, especially Beliefs, Goals and Intention systems. Such an approach is suitable for specifying and verifying many subtle aspects of agents’ informational and motivational attitudes. However, in this chapter we make a shift in a perspective. More precisely, we propose the method of embedding multimodal a...

We present a privacy-friendly early-detection framework to identify students at risk of failing in introductory programming courses university. The was validated for two different with annual editions taken by higher education ( N = 2 080) and found be highly accurate robust against variation course structures, teaching learning styles, exercises classification algorithms. By using interpretabl...