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PAKDD
2011
ACM
473views Data Mining» more  PAKDD 2011»
13 years 2 months ago
 Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning
Discovering rare categories and classifying new instances of them is an important data mining issue in many fields, but fully supervised learning of a rare class classifier is pr...
Timothy Hospedales, Shaogang Gong and Tao Xiang
MM
2003
ACM
110views Multimedia» more  MM 2003»
14 years 2 months ago
Music thumbnailing via structural analysis
Music thumbnailing (or music summarization) aims at finding the most representative part of a song, which can be used for web browsing, web searching and music recommendation. Thr...
Wei Chai, Barry Vercoe
IPM
2011
118views more  IPM 2011»
13 years 3 months ago
Detecting spam blogs from blog search results
Blogging has been an emerging media for people to express themselves. However, the presence of spam-blogs (also known as splogs) may reduce the value of blogs and blog search engi...
Linhong Zhu, Aixin Sun, Byron Choi
ICEIS
2008
IEEE
14 years 3 months ago
Next-Generation Misuse and Anomaly Prevention System
Abstract. Network Intrusion Detection Systems (NIDS) aim at preventing network attacks and unauthorised remote use of computers. More accurately, depending on the kind of attack it...
Pablo Garcia Bringas, Yoseba K. Penya
GECCO
2006
Springer
164views Optimization» more  GECCO 2006»
14 years 18 days ago
A new generation alternation model for differential evolution
We present a modified version of Differential Evolution (DE) for locating the global minimum at a higher convergence velocity. The proposed model differs from conventional DE by a...
Nasimul Noman, Hitoshi Iba