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SIGIR
2000
ACM
15 years 2 months ago
Hierarchical classification of Web content
This paper explores the use of hierarchical structure for classifying a large, heterogeneous collection of web content. The hierarchical structure is initially used to train diffe...
Susan T. Dumais, Hao Chen
SIGMOD
2000
ACM
85views Database» more  SIGMOD 2000»
15 years 2 months ago
Finding Replicated Web Collections
Many web documents (such as JAVA FAQs) are being replicated on the Internet. Often entire document collections (such as hyperlinked Linux manuals) are being replicated many times....
Junghoo Cho, Narayanan Shivakumar, Hector Garcia-M...
ADL
2000
Springer
251views Digital Library» more  ADL 2000»
15 years 2 months ago
Efficient Similarity Search in Digital Libraries
Digital libraries are a core information technology. When the stored data is complex, e.g. high-resolution images or molecular protein structures, simple query types like the exac...
Christian Böhm, Bernhard Braunmüller, Ha...
COLT
2000
Springer
15 years 2 months ago
PAC Analogues of Perceptron and Winnow via Boosting the Margin
We describe a novel family of PAC model algorithms for learning linear threshold functions. The new algorithms work by boosting a simple weak learner and exhibit complexity bounds...
Rocco A. Servedio
ECAI
2000
Springer
15 years 2 months ago
A Property of Path Inverse Consistency Leading to an Optimal PIC Algorithm
Abstract. In constraint networks, the efficiency of a search algorithm is strongly related to the local consistency maintained during search. For a long time, it has been consider...
Romuald Debruyne