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ICML
2005
IEEE
16 years 7 months ago
Explanation-Augmented SVM: an approach to incorporating domain knowledge into SVM learning
We introduce a novel approach to incorporating domain knowledge into Support Vector Machines to improve their example efficiency. Domain knowledge is used in an Explanation Based ...
Qiang Sun, Gerald DeJong
IRFC
2010
Springer
15 years 11 months ago
Knowledge Modeling in Prior Art Search
This study explores the benefits of integrating knowledge representations in prior art patent retrieval. Key to the introduced approach is the utilization of human judgment availa...
Erik Graf, Ingo Frommholz, Mounia Lalmas, Keith va...
WCRE
2000
IEEE
15 years 11 months ago
Reverse Engineering Tools as Media for Imperfect Knowledge
Reverse engineering is an imperfect process driven by imperfect knowledge. Most current reverse engineering tools do not adequately consider these inherent characteristics. They f...
Jens H. Jahnke, Andrew Walenstein
WSPI
2004
15 years 8 months ago
Grounding Knowledge of Engineering Applications in Systematic Terms
In the main research of internet-computing enabled knowledge management, we use some of the most advanced research scenarios, arguing that we critically need a system approach to q...
Ying Liu 0002, Jin Yu
COLING
2000
15 years 8 months ago
Layout and Language: Integrating Spatial and Linguistic Knowledge for Layout Understanding Tasks
Complex documents stored in a flat or partially marked up file format require layout sensitive preprocessing before any natural language processing can be carried out on their tex...
Matthew Hurst, Tetsuya Nasukawa