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CHI
2009
ACM
16 years 7 months ago
Why and why not explanations improve the intelligibility of context-aware intelligent systems
Context-aware intelligent systems employ implicit inputs, and make decisions based on complex rules and machine learning models that are rarely clear to users. Such lack of system...
Brian Y. Lim, Anind K. Dey, Daniel Avrahami
KDD
2004
ACM
117views Data Mining» more  KDD 2004»
16 years 7 months ago
Systematic data selection to mine concept-drifting data streams
One major problem of existing methods to mine data streams is that it makes ad hoc choices to combine most recent data with some amount of old data to search the new hypothesis. T...
Wei Fan
CSE
2009
IEEE
16 years 1 months ago
Intelligent Middleware for Adaptive Sensing of Tennis Coaching Sessions
—In professional tennis training matches, the coach needs to be able to view play from the most appropriate angle in order to monitor players activities. In this paper, we presen...
Richard Tynan, Anthony Schoofs, Conor Muldoon, Gre...
IEEEIAS
2009
IEEE
16 years 1 months ago
Network Security Situation Awareness Using Exponential and Logarithmic Analysis
: Network security situation awareness (NSSA) is a hotspot in the network security research field, and it’s the perception, comprehension, and forecast of network security situat...
Xiaobin Tan, Qin Guihong, Zhang Yong, Liang Ping
PKDD
2009
Springer
144views Data Mining» more  PKDD 2009»
16 years 1 months ago
Evaluation Measures for Multi-class Subgroup Discovery
Subgroup discovery aims at finding subsets of a population whose class distribution is significantly different from the overall distribution. It has previously predominantly been...
Tarek Abudawood, Peter Flach