Introduction to the special issue on learning from multi-label data

Introduction to the Special Issue on Learning Theory

This special issue builds on material presented at the Fifteens Annual Conference on Computational Learning Theory (COLT 2002) and the Sixteenth Annual Conference on Neural Information Processing Systems (NIPS*2002), held in Sydney in July 2002 and in Vancouver in December 2002, respectively. We contacted authors who presented work on the analysis of learning in general, and with a particular f...

Introduction to the special issue on probability, logic and learning

Editorial Introduction to the Special Issue on Learning Autonomous Robots

Programming an autonomous robot so that it reliably acts in a dynamic environment is a difficult thing to do. This is due to such problems as missing necessary information at design time, the unpredictability of the environment dynamics, and the inherent noise of the robot's sensors and actuators. For example, a robot may have to move in a cluttered environment with an a priori unknown topology...

Introduction to the Special Issue on Semantic Web Data Management

Roberto De Virgilio, Fausto Giunchiglia, Francesco Guerra, Letizia Tanca, Yannis Velegrakis 1Dipartimento Informatica e Automazione, Università Roma Tre, Rome, Italy 2Department of Information Engineering and Computer Science, University of Trento, Italy 3Dipartimento di Economia Aziendale, Università di Modena e Reggio Emilia, Modena, Italy 4Dipartimento di Elettronica e Informazione, Politecn...

Editorial: Introduction to the Special Issue on Multimedia Data Mining

M ULTIMEDIA data mining refers to the study and research on the knowledge discovery in a multimedia database. Presumably, multimedia and data mining are two very in-terdisciplinary and multidisciplinary areas with independently and simultaneously rapid developments in recent years. This special issue focuses on the theme of merging multimedia and data mining research together to exploit the syn...