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WCE
2007
15 years 8 months ago
A Comparison of Classification Techniques for Technical Text Passages
— Our work explores the use of several text categorization techniques for classification of manufacturing quality defect and service shop data sets into fixed categories. Althoug...
Mark M. Kornfein, Helena Goldfarb
ML
2006
ACM
110views Machine Learning» more  ML 2006»
15 years 7 months ago
Classification-based objective functions
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
Michael Rimer, Tony Martinez
IVC
2007
122views more  IVC 2007»
15 years 7 months ago
Adaptive surface inspection via interactive evolution
ct 7 An increasingly frequent application of Machine Vision technologies is in automated surface inspection for the detection of defects in 8 manufactured products. Such systems oï...
Praminda Caleb-Solly, Jim E. Smith
PRL
2007
100views more  PRL 2007»
15 years 7 months ago
Visible models for interactive pattern recognition
The bottleneck in interactive visual classification is the exchange of information between human and machine. We introduce the concept of the visible model, which is an ion of an ...
Jie Zou, George Nagy
JTAER
2010
100views more  JTAER 2010»
15 years 6 months ago
Determinants of Consumers' Perceived Trust in IT-Ecosystems
Digital ecosystems, or IT-ecosystems (ITEs), are composed of multiple and independent entities such as individuals, organizations, services, software, and applications. Together, ...
Klaus-Peter Wiedmann, Nadine Hennigs, Dieter Varel...