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ESEM
2007
ACM
15 years 10 months ago
Static Members and Cycles in Java Software
The static modifier is a convenient way to make class members "global" in object-oriented software systems. Given this, we wondered if static members significantly contr...
Hayden Melton, Ewan D. Tempero
AAAI
2008
15 years 8 months ago
Classification by Discriminative Regularization
Classification is one of the most fundamental problems in machine learning, which aims to separate the data from different classes as far away as possible. A common way to get a g...
Bin Zhang, Fei Wang, Ta-Hsin Li, Wen Jun Yin, Jin ...
AAAI
2004
15 years 7 months ago
Exploring More Realistic Evaluation Measures for Collaborative Filtering
Collaborative filtering is a popular technique for recommending items to people. Several methods for collaborative filtering have been proposed in the literature and the quality o...
Giuseppe Carenini, Rita Sharma
ICTAI
2010
IEEE
15 years 4 months ago
Support Vector Methods for Sentence Level Machine Translation Evaluation
Recent work in the field of machine translation (MT) evaluation suggests that sentence level evaluation based on machine learning (ML) can outperform the standard metrics such as B...
Antoine Veillard, Elvina Melissa, Cassandra Theodo...
AUSAI
2007
Springer
15 years 10 months ago
Weight Redistribution for Unweighted MAX-SAT
Many real-world problems are over-constrained and require search techniques adapted to optimising cost functions rather than searching for consistency. This makes the MAX-SAT probl...
Abdelraouf Ishtaiwi, John Thornton, Abdul Sattar