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PKDD
2000
Springer
134views Data Mining» more  PKDD 2000»
14 years 17 days ago
Induction of Multivariate Decision Trees by Using Dipolar Criteria
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...
Leon Bobrowski, Marek Kretowski
ICASSP
2008
IEEE
14 years 3 months ago
Maximum likelihood binary detection in improper complex gaussian noise
In a wide range of communication systems, including DS-CDMA and OFDM systems, the signal-of-interest might be corrupted by an improper [1] (also called non circularly symmetric [2...
Amirhossein S. Aghaei, Konstantinos N. Plataniotis...
RSCTC
2000
Springer
143views Fuzzy Logic» more  RSCTC 2000»
14 years 17 days 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
DAWAK
2000
Springer
14 years 1 months ago
Mining Frequent Binary Expressions
In data mining, searching for frequent patterns is a common basic operation. It forms the basis of many interesting decision support processes. In this paper we present a new type ...
Toon Calders, Jan Paredaens
DSD
2002
IEEE
95views Hardware» more  DSD 2002»
14 years 1 months ago
Decision Diagram Optimization Using Copy Properties
In this paper, we propose an approach to the reduction of sizes of Multi-Terminal Binary Decision Diagrams (MTBDDs) [3] by using the copy properties of discrete functions. The und...
Dragan Jankovic, Radomir S. Stankovic, Rolf Drechs...