|
libcats.org
Главная →
An Inductive Logic Programming Approach to Statistical Relational Learning: Volume 148 Frontiers in Artificial Intelligence and ApplicationsAn Inductive Logic Programming Approach to Statistical Relational Learning: Volume 148 Frontiers in Artificial Intelligence and ApplicationsK. KerstingIn this publication, the author Kristian Kersting has made an assault on one of the hardest integration problems at the heart of Artificial Intelligence research. This involves taking three disparate major areas of research and attempting a fusion among them. The three areas are: Logic Programming, Uncertainty Reasoning and Machine Learning. Every one of these is a major sub-area of research with its own associated international research conferences. Having taken on such a Herculean task, Kersting has produced a series of results which are now at the core of a newly emerging area: Probabilistic Inductive Logic Programming. The new area is closely tied to, though strictly subsumes, a new field known as 'Statistical Relational Learning' which has in the last few years gained major prominence in the American Artificial Intelligence research community. Within this book, the author makes several major contributions, including the introduction of a series of definitions which circumscribe the new area formed by extending Inductive Logic Programming to the case in which clauses are annotated with probability values. Also, Kersting investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels.
Ссылка удалена правообладателем ---- The book removed at the request of the copyright holder.
Популярные книги за неделю:
#3
Самодельные детали для сельского радиоприемникаАвторы: З.Б.Гинзбург, Ф.И.Тарасов.Категория: радиоэлектроника
1.40 Mb
#10
Вероятность и статистика. 10-11 классыБродский И.Л., Мешавкина О.С.Категория: M_Mathematics, MSch_School-level
1.24 Mb
Только что пользователи скачали эти книги:
#4
Сто одиннадцать задач по атомной физикеКрасильников С.С., Попов А.М., Тихонова О.В.Категория: Физика физические науки
594 Kb
#9
123 эксперимента по робототехникеМайк ПредкоКатегория: Электроника радио Радиоэлектроника
12.02 Mb
#10
Советские средние САУ 1941-45А.Г. Солянкин, М.В. Павлов, И.Г. ЖелтовКатегория: ВОЕННАЯ ИСТОРИЯ
30.90 Mb
|
|