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» Learning and using relational theories
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ML
2008
ACM
15 years 7 months ago
A linear fit gets the correct monotonicity directions
Let f be a function on Rd that is monotonic in every variable. There are 2d possible assignments to the directions of monotonicity (two per variable). We provide sufficient condit...
Malik Magdon-Ismail, Joseph Sill
AIR
2004
113views more  AIR 2004»
15 years 7 months ago
Class Noise vs. Attribute Noise: A Quantitative Study
Real-world data is never perfect and can often suffer from corruptions (noise) that may impact interpretations of the data, models created from the data and decisions made based on...
Xingquan Zhu, Xindong Wu
SIGECOM
2010
ACM
183views ECommerce» more  SIGECOM 2010»
16 years 3 days ago
The unavailable candidate model: a decision-theoretic view of social choice
One of the fundamental problems in the theory of social choice is aggregating the rankings of a set of agents (or voters) into a consensus ranking. Rank aggregation has found appl...
Tyler Lu, Craig Boutilier
EUSFLAT
2009
146views Fuzzy Logic» more  EUSFLAT 2009»
15 years 5 months ago
Opposite Fuzzy Sets with Applications in Image Processing
Diverse forms of the concept of opposition are already existent in philosophy, linguistics, psychology and physics. The interplay between entities and opposite entities is apparent...
Hamid R. Tizhoosh
WWW
2006
ACM
16 years 8 months ago
Reappraising cognitive styles in adaptive web applications
The mechanisms for personalisation used in web applications are currently the subject of much debate amongst researchers from many diverse subject areas. One of the most contempor...
Adam Moore, Elizabeth J. Brown, Helen Ashman, Tim ...