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CIKM
2004
Springer
15 years 11 months ago
Providing consistent and exhaustive relevance assessments for XML retrieval evaluation
Comparing retrieval approaches requires test collections, which consist of documents, queries and relevance assessments. Obtaining consistent and exhaustive relevance assessments ...
Benjamin Piwowarski, Mounia Lalmas
EAGC
2004
Springer
15 years 11 months ago
Debugging MPI Grid Applications Using Net-dbx
Problem solving using grid computing environments has become very popular amongst research groups in computation-demanding fields. This is due to the ability of Grid technologies a...
Panayiotis Neophytou, Neophytos Neophytou, Paraske...
ECML
2004
Springer
15 years 11 months ago
SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
Rong Jin, Huan Liu
GECCO
2004
Springer
107views Optimization» more  GECCO 2004»
15 years 11 months ago
Multiple Species Weighted Voting - A Genetics-Based Machine Learning System
Multiple Species Weighted Voting (MSWV) is a genetics-based machine learning (GBML) system with relatively few parameters that combines N two-class classifiers into an N -class cla...
Alexander F. Tulai, Franz Oppacher
GECCO
2004
Springer
160views Optimization» more  GECCO 2004»
15 years 11 months ago
Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm
The ability to predict the quality of a software object can be viewed as a classification problem, where software metrics are the features and expert quality rankings the class lab...
Rodrigo A. Vivanco, Nicolino J. Pizzi