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» An Immune-based Approach to Document Classification
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KYOTODL
2000
51views more  KYOTODL 2000»
15 years 2 months ago
Self-Maintained Folder Hierarchies as Document Repositories
This paper presents a novel approach for the management of large collections of electronic documents. The major technical contribution of our approach is the seamless integration ...
Johann Eder, Alexander Krumpholz, Alexandros Bilir...
ICASSP
2011
IEEE
14 years 5 months ago
A hierarchical generative model for Generic Audio Document Categorization
In this paper, we call the pattern classification problem that consists in assigning a category label to a long audio signal based on its semantic content as Generic Audio Documen...
Zhi Zeng, Shuwu Zhang
ISCI
2006
136views more  ISCI 2006»
15 years 1 months ago
Computing with words for text processing: An approach to the text categorization
The use of the computing with words paradigm for the automatic text documents categorization problem is discussed. This specific problem of information retrieval (IR) becomes more...
Slawomir Zadrozny, Janusz Kacprzyk
CIKM
2006
Springer
15 years 5 months ago
Text classification improved through multigram models
Classification algorithms and document representation approaches are two key elements for a successful document classification system. In the past, much work has been conducted to...
Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen
KDD
2002
ACM
147views Data Mining» more  KDD 2002»
16 years 1 months ago
A parallel learning algorithm for text classification
Text classification is the process of classifying documents into predefined categories based on their content. Existing supervised learning algorithms to automatically classify te...
Canasai Kruengkrai, Chuleerat Jaruskulchai