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Empirical learning aided by weak domain knowledge in the form of feature importance
neural network domain knowledge prior knowledge feature importance
2015/7/15
Standard hybrid learners that use domain knowledge require stronger knowledge that is hard and expensive to acquire. However, weaker domain knowledge can benefit from prior knowledge while being cost ...
This presentation will describe a practical approach to building specifications, standards, and reference data models for SDI
programs.The presentation will also presents ESRI’s GIS software platform...
Computing Importance of 2D Contour Parts by Reconstructability
Computing Importance 2D Reconstructability
2013/7/24
Part-based representation has become an essential representation for objects. Different parts of a shape havevarious importance to shape perception. Concerned bythe contributions of local parts to the...
Justifying the importance of color cues in object detection: a case study on pedestrian
Pedestrian detection Color space analysis Color descriptor Invariant descriptor.
2013/7/24
Considerable progress has been made on hand-crafted features in object detection, while little effort has been devoted to make use of the color cues. In this paper, we study the role of color cues in ...
The Importance of Context-Dependent Privacy Requirements and Perceptions to the Design of Privacy-Aware Systems
Importance Context-Dependent Privacy Requirements Perceptions
2010/9/25
The issue of information privacy protection is ensured nowadays byEuropean and national legislation. However, it is not possible toprotect information system user privacy adequately without establishi...
The Importance of Users as a Source of Information When Designing Interfaces
Users Source Information Designing Interfaces
2010/9/20
To ensure that a product or service meets pre-established targets, weneed to focus its design on the end user, so that the user’s experienceof that product or service will involve a minimum of stress ...