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ICDM
2003
IEEE
154views Data Mining» more  ICDM 2003»
16 years 1 days ago
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds
In this paper we study the problem of classifying chemical compound datasets. We present a sub-structure-based classification algorithm that decouples the sub-structure discovery...
Mukund Deshpande, Michihiro Kuramochi, George Kary...
CORR
2010
Springer
183views Education» more  CORR 2010»
15 years 5 months ago
Discovering shared and individual latent structure in multiple time series
This paper proposes a nonparametric Bayesian method for exploratory data analysis and feature construction in continuous time series. Our method focuses on understanding shared fe...
Suchi Saria, Daphne Koller, Anna Penn
ICSE
2005
IEEE-ACM
16 years 6 months ago
Data structure repair using goal-directed reasoning
Data structure repair is a promising technique for enabling programs to execute successfully in the presence of otherwise fatal data structure corruption errors. Previous research...
Brian Demsky, Martin C. Rinard
CORR
1999
Springer
79views Education» more  CORR 1999»
15 years 6 months ago
Cascaded Markov Models
This paper presents a new approach to partial parsing of context-free structures. The approach is based on Markov Models. Each layer of the resulting structure is represented by i...
Thorsten Brants
IICS
2004
Springer
16 years 4 days ago
Towards Logical Hypertext Structure
Facing the retrieval problem according to the overwhelming set of documents online the adaptation of text categorization to web units has recently been pushed. The aim is to utiliz...
Alexander Mehler, Matthias Dehmer, Rüdiger Gl...