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» A New Class Based Associative Classification Algorithm
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125
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KDD
2006
ACM
201views Data Mining» more  KDD 2006»
16 years 2 months ago
Clustering based large margin classification: a scalable approach using SOCP formulation
This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
J. Saketha Nath, Chiranjib Bhattacharyya, M. Naras...
OOPSLA
2007
Springer
15 years 8 months ago
Dependent classes
Dependent Classes Vaidas Gasiunas and Mira Mezini Technische Universit¨at Darmstadt, Germany Abstract. Dependent classes are parameterized classes, the interface and implementatio...
Vaidas Gasiunas, Mira Mezini, Klaus Ostermann
PR
2006
80views more  PR 2006»
15 years 2 months ago
Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence
The k-nearest-neighbor rule is one of the most attractive pattern classification algorithms. In practice, the choice of k is determined by the cross-validation method. In this wor...
Jigang Wang, Predrag Neskovic, Leon N. Cooper
112
Voted
PAKDD
2010
ACM
152views Data Mining» more  PAKDD 2010»
15 years 7 months ago
Mining Association Rules in Long Sequences
Abstract. Discovering interesting patterns in long sequences, and finding confident association rules within them, is a popular area in data mining. Most existing methods define...
Boris Cule, Bart Goethals
MMS
2006
15 years 2 months ago
View-invariant motion trajectory-based activity classification and recognition
Motion trajectories provide rich spatio-temporal information about an object's activity. The trajectory information can be obtained using a tracking algorithm on data streams ...
Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld