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144
Voted
RSCTC
2000
Springer
143views Fuzzy Logic» more  RSCTC 2000»
15 years 7 months ago
On Efficient Construction of Decision Trees from Large Databases
The main task in decision tree construction algorithms is to find the "best partition" of the set of objects. In this paper, we investigate the problem of optimal binary ...
Hung Son Nguyen
129
Voted
IJCNN
2008
IEEE
15 years 10 months ago
Sparse kernel density estimator using orthogonal regression based on D-Optimality experimental design
— A novel sparse kernel density estimator is derived based on a regression approach, which selects a very small subset of significant kernels by means of the D-optimality experi...
Sheng Chen, Xia Hong, Chris J. Harris
141
Voted
DAC
1994
ACM
15 years 7 months ago
Simultaneous Placement and Module Optimization of Analog IC's
New placement techniques are presented which substantially improve the process of automatic layout generation of analog IC's. Extremely tight specifications can be enforced o...
Edoardo Charbon, Enrico Malavasi, Davide Pandini, ...
107
Voted
TSP
2008
102views more  TSP 2008»
15 years 3 months ago
Spatially Adaptive Estimation via Fitted Local Likelihood Techniques
Abstract--This paper offers a new technique for spatially adaptive estimation. The local likelihood is exploited for nonparametric modeling of observations and estimated signals. T...
Vladimir Katkovnik, Vladimir Spokoiny
125
Voted
SAT
2005
Springer
133views Hardware» more  SAT 2005»
15 years 9 months ago
Solving Over-Constrained Problems with SAT Technology
Abstract. We present a new generic problem solving approach for overconstrained problems based on Max-SAT. We first define a clausal form formalism that deals with blocks of clau...
Josep Argelich, Felip Manyà