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104
Voted
KDD
2004
ACM
154views Data Mining» more  KDD 2004»
16 years 28 days ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker
97
Voted
KDD
2003
ACM
149views Data Mining» more  KDD 2003»
16 years 28 days ago
Knowledge-based data mining
We describe techniques for combining two types of knowledge systems: expert and machine learning. Both the expert system and the learning system represent information by logical d...
Søren Damgaard, Sholom M. Weiss, Shubir Kap...
75
Voted
CHI
2007
ACM
16 years 28 days ago
Using heart rate to control an interactive game
This paper presents a novel way of using real-time heart rate information to control a physically interactive biathlon (skiing and shooting) computer game. Instead of interfacing ...
Aleksi Lindblad, Mikko Jouhtio, Perttu Häm&au...
HPCA
2008
IEEE
16 years 27 days ago
Automated microprocessor stressmark generation
Estimating the maximum power and thermal characteristics of a processor is essential for designing its power delivery system, packaging, cooling, and power/thermal management sche...
Ajay M. Joshi, Lieven Eeckhout, Lizy Kurian John, ...
102
Voted
STOC
2003
ACM
188views Algorithms» more  STOC 2003»
16 years 25 days ago
Almost random graphs with simple hash functions
We describe a simple randomized construction for generating pairs of hash functions h1, h2 from a universe U to ranges V = [m] = {0, 1, . . . , m - 1} and W = [m] so that for ever...
Martin Dietzfelbinger, Philipp Woelfel