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» Experimental perspectives on learning from imbalanced data
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ICDM
2009
IEEE
109views Data Mining» more  ICDM 2009»
15 years 4 months ago
Knowledge Discovery from Citation Networks
—Knowledge discovery from scientific articles has received increasing attentions recently since huge repositories are made available by the development of the Internet and digit...
Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Y...
IUI
2009
ACM
15 years 4 months ago
Discovering frequent work procedures from resource connections
Intelligent desktop assistants could provide more help for users if they could learn models of the users’ workflows. However, discovering desktop workflows is difficult becau...
Jianqiang Shen, Erin Fitzhenry, Thomas G. Dietteri...
SENSYS
2005
ACM
15 years 3 months ago
Design and deployment of industrial sensor networks: experiences from a semiconductor plant and the north sea
Sensing technology is a cornerstone for many industrial applications. Manufacturing plants and engineering facilities, such as shipboard engine rooms, require sensors to ensure pr...
Lakshman Krishnamurthy, Robert Adler, Philip Buona...
DATE
2005
IEEE
133views Hardware» more  DATE 2005»
15 years 3 months ago
Locality-Aware Process Scheduling for Embedded MPSoCs
Utilizing on-chip caches in embedded multiprocessorsystem-on-a-chip (MPSoC) based systems is critical from both performance and power perspectives. While most of the prior work th...
Mahmut T. Kandemir, Guilin Chen
ICDM
2007
IEEE
158views Data Mining» more  ICDM 2007»
15 years 4 months ago
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice
Recent years have witnessed an increasing number of studies in stream mining, which aim at building an accurate model for continuously arriving data. Somehow most existing work ma...
Jing Gao, Wei Fan, Jiawei Han