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135
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BMCBI
2006
153views more  BMCBI 2006»
15 years 3 months ago
2DDB - a bioinformatics solution for analysis of quantitative proteomics data
Background: We present 2DDB, a bioinformatics solution for storage, integration and analysis of quantitative proteomics data. As the data complexity and the rate with which it is ...
Lars Malmström, György Marko-Varga, Guni...
132
Voted
DMIN
2009
132views Data Mining» more  DMIN 2009»
15 years 1 months ago
Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
David Barbella, Sami Benzaid, Janara M. Christense...
137
Voted
KDD
2009
ACM
162views Data Mining» more  KDD 2009»
16 years 4 months ago
TrustWalker: a random walk model for combining trust-based and item-based recommendation
Collaborative filtering is the most popular approach to build recommender systems and has been successfully employed in many applications. However, it cannot make recommendations ...
Mohsen Jamali, Martin Ester
167
Voted
KDD
2010
ACM
259views Data Mining» more  KDD 2010»
15 years 7 months ago
A probabilistic model for personalized tag prediction
Social tagging systems have become increasingly popular for sharing and organizing web resources. Tag recommendation is a common feature of social tagging systems. Social tagging ...
Dawei Yin, Zhenzhen Xue, Liangjie Hong, Brian D. D...
125
Voted
ICAI
2004
15 years 5 months ago
Inductive System Health Monitoring
- The Inductive Monitoring System (IMS) software was developed to provide a technique to automatically produce health monitoring knowledge bases for systems that are either difficu...
David L. Iverson