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KDD
2004
ACM
160views Data Mining» more  KDD 2004»
16 years 7 months ago
Boosting for Text Classification with Semantic Features
Abstract. Current text classification systems typically use term stems for representing document content. Semantic Web technologies allow the usage of features on a higher semantic...
Stephan Bloehdorn, Andreas Hotho
KDD
2002
ACM
187views Data Mining» more  KDD 2002»
16 years 7 months ago
Transforming classifier scores into accurate multiclass probability estimates
Class membership probability estimates are important for many applications of data mining in which classification outputs are combined with other sources of information for decisi...
Bianca Zadrozny, Charles Elkan
OSDI
2006
ACM
16 years 7 months ago
Distributed Directory Service in the Farsite File System
We present the design, implementation, and evaluation of a fully distributed directory service for Farsite, a logically centralized file system that is physically implemented on a...
John R. Douceur, Jon Howell
HICSS
2010
IEEE
165views Biometrics» more  HICSS 2010»
16 years 1 months ago
Taking Universal Perspective in Design: A Plea for Two Reflective Principles and Mechanisms
Current approaches to the design of interactive systems emphasize openness, dynamic behavior, and evolution of the system. There is also a growing interest in accounting for human...
Fahri Yetim
CICLING
2010
Springer
16 years 1 months ago
A Sequential Model for Discourse Segmentation
Identifying discourse relations in a text is essential for various tasks in Natural Language Processing, such as automatic text summarization, question-answering, and dialogue gene...
Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuk...