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IJCAI
2001
13 years 11 months ago
Probabilistic Classification and Clustering in Relational Data
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
Benjamin Taskar, Eran Segal, Daphne Koller
MASCOTS
2004
13 years 11 months ago
Analysis of Peer-to-Peer Systems: Workload Characterization and Effects on Traffic Cacheability
Peer-to-peer file sharing networks have emerged as a new popular application in the Internet scenario. In this paper, we provide an analytical model of the resources size and of t...
Mauro Andreolini, Riccardo Lancellotti, Philip S. ...
ECSCW
2003
13 years 11 months ago
Moving to get aHead: Local Mobility and Collaborative Work
: Local mobility is a central aspect of collaborative work that is in need of close analysis. Between the face-to-face interaction of offices or control rooms and longdistance inte...
Jakob E. Bardram, Claus Bossen
NIPS
2004
13 years 11 months ago
Hierarchical Distributed Representations for Statistical Language Modeling
Statistical language models estimate the probability of a word occurring in a given context. The most common language models rely on a discrete enumeration of predictive contexts ...
John Blitzer, Kilian Q. Weinberger, Lawrence K. Sa...
GEOINFO
2003
13 years 11 months ago
The Web as a Data Source for Spatial Databases
With the phenomenal growth of the WWW, rich data sources on many different subjects have become available online. Some of these sources store daily facts that often involve textual...
Karla A. V. Borges, Alberto H. F. Laender, Claudia...