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ICWL
2004
Springer
16 years 6 days ago
PKUSpace: A Collaborative Platform for Scientific Researching
This Paper introduces PKUSpace - a collaborative platform for scientific learning and researching. Supported by efficient automated metadata extraction and powerful text classifica...
Ming Zhang, Dongqing Yang, Zhi-Hong Deng, Ying Fen...
PAKDD
2004
ACM
131views Data Mining» more  PAKDD 2004»
16 years 5 days ago
A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer
Computational diagnosis of cancer is a classification problem, and it has two special requirements on a learning algorithm: perfect accuracy and small number of features used in t...
Jinyan Li, Kotagiri Ramamohanarao
XPU
2004
Springer
16 years 4 days ago
Self-Adaptability of Agile Software Processes: A Case Study on Post-iteration Workshops
None of the agile methods are claimed to fit all development situations. A team should attempt to adapt the methods and practices to fit their specific needs. For that reason agile...
Outi Salo, Kari Kolehmainen, Pekka Kyllönen, ...
ICDAR
2003
IEEE
16 years 3 days ago
Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis
Neural networks are a powerful technology for classification of visual inputs arising from documents. However, there is a confusing plethora of different neural network methods th...
Patrice Simard, David Steinkraus, John C. Platt
ICDM
2003
IEEE
210views Data Mining» more  ICDM 2003»
16 years 3 days ago
CBC: Clustering Based Text Classification Requiring Minimal Labeled Data
Semi-supervised learning methods construct classifiers using both labeled and unlabeled training data samples. While unlabeled data samples can help to improve the accuracy of trai...
Hua-Jun Zeng, Xuanhui Wang, Zheng Chen, Hongjun Lu...
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