D-Cycloserine (DCS) targets the peptidoglycan biosynthetic enzymes D-alanine racemase (Alr) and D-alanine:D-alanine ligase (Ddl). Previously, we demonstrated that the overproduction of Alr in Mycobacterium smegmatis determines a DCS resistance phenotype. In this study, we investigated the roles of both Alr and Ddl in the mechanisms of action of and resistance to DCS in M. smegmatis. We found th...

We propose an enhancement module called depth discontinuity learning (DDL) for learning-based multi-view stereo (MVS) methods. Traditional methods are known their accuracy but struggle with completeness. While recent have improved completeness at the cost of accuracy, our DDL approach aims to improve while retaining in reconstruction process. To achieve this, we introduce joint estimation and b...

The paper presents learning mechanisms for MAS based on Distributed Default Logic (DDL), the formalism for multi-agent knowledge representation and reasoning. In the distributed environment learning processes provide measures to order default rules, which gives the agent better use of its local and external knowledge. Such mechanisms allow the system to work effectively in a changing environmen...