书目名称 | Inductive Logic Programming |
副标题 | 18th International C |
编辑 | Filip Železný,Nada Lavrač |
视频video | |
丛书名称 | Lecture Notes in Computer Science |
图书封面 |  |
描述 | The 18th International Conference on Inductive Logic Programming was held in Prague, September 10–12, 2008. ILP returned to Prague after 11 years, and it is tempting to look at how the topics of interest have evolved during that time. The ILP community clearly continues to cherish its beloved ?rst-order logic representation framework. This is legitimate, as the work presented at ILP 2008 demonstrated that there is still room for both extending established ILP approaches (such as inverse entailment) and exploring novel logic induction frameworks (such as brave induction). Besides the topics lending ILP research its unique focus, we were glad to see in this year’s proceedings a good n- ber of papers contributing to areas such as statistical relational learning, graph mining, or the semantic web. To help open ILP to more mainstream research areas, the conference featured three excellent invited talks from the domains of the semantic web (Frank van Harmelen), bioinformatics (Mark Craven) and cognitive sciences (Josh Tenenbaum). We deliberately looked for speakers who are not directly involved in ILP research. We further invited a tutorial on stat- tical relational learning (Kristian Ke |
出版日期 | Conference proceedings 2008 |
关键词 | Bayesian networks; algorithmic learning; biological grammar induction; classifier systems; clustering; da |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-540-85928-4 |
isbn_softcover | 978-3-540-85927-7 |
isbn_ebook | 978-3-540-85928-4Series ISSN 0302-9743 Series E-ISSN 1611-3349 |
issn_series | 0302-9743 |
copyright | Springer-Verlag Berlin Heidelberg 2008 |