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SIGIR
2003
ACM
16 years 2 days ago
Bayesian extension to the language model for ad hoc information retrieval
We propose a Bayesian extension to the ad-hoc Language Model. Many smoothed estimators used for the multinomial query model in ad-hoc Language Models (including Laplace and Bayes-...
Hugo Zaragoza, Djoerd Hiemstra, Michael E. Tipping
CIVR
2003
Springer
133views Image Analysis» more  CIVR 2003»
16 years 1 days ago
A Closer Look at Boosted Image Retrieval
Margin-maximizing techniques such as boosting have been generating excitement in machine learning circles for several years now. Although these techniques offer significant impro...
Nicholas R. Howe
CLEF
2003
Springer
16 years 1 days ago
The CLEF 2003 Cross-Language Spoken Document Retrieval Track
The current expansion in collections of natural language based digital documents in various media and languages is creating challenging opportunities for automatically accessing t...
Marcello Federico, Gareth J. F. Jones
GW
2003
Springer
151views Biometrics» more  GW 2003»
16 years 1 days ago
Evaluating Multimodal Interaction Patterns in Various Application Scenarios
In this work, we present the results of a comparative user study evaluating multimodal user interactions with regard to two different operation scenarios: a desktop Virtual-Reality...
Frank Althoff, Gregor McGlaun, Manfred K. Lang, Ge...
IDEAL
2003
Springer
16 years 1 days ago
On Hadamard-Type Output Coding in Multiclass Learning
The error-correcting output coding (ECOC) method reduces the multiclass learning problem into a series of binary classifiers. In this paper, we consider the dense ECOC methods, co...
Aijun Zhang, Zhi-Li Wu, Chun Hung Li, Kai-Tai Fang