For effective retrieval of visual information, statistical learning plays a pivotal role. Statistical learning in such a context faces at least two major mathematical challenges: ...
Humanoid robots are high-dimensional movement systems for which analytical system identification and control methods are insufficient due to unknown nonlinearities in the system s...
The need for providing learners with web-based learning content that match their accessibility needs and preferences, as well as providing ways to match learning content to userā...
Many real-world classification applications fall into the class of positive and unlabeled (PU) learning problems. In many such applications, not only could the negative training ex...
AbstractāIn network intrusion detection research, one popular strategy for ļ¬nding attacks is monitoring a networkās activity for anomalies: deviations from proļ¬les of norma...