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» A Theory for Memory-Based Learning
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CONTEXT
2007
Springer
15 years 11 months ago
Activity Systems and Context Working as Core Concepts in Modeling Socio-Technical Systems
Current modeling approaches in the field of learning and work resemble the notion of workflows and hence fall short in describing the situated and socially mediated nature of pract...
Heidrun Allert, Christoph Richter
136
Voted
GECCO
2010
Springer
182views Optimization» more  GECCO 2010»
15 years 10 months ago
Model selection in genetic programming
Abstract. We discuss the problem of model selection in Genetic Programming using the framework provided by Statistical Learning Theory, i.e. Vapnik-Chervonenkis theory (VC). We pre...
Cruz E. Borges, César Luis Alonso, Jos&eacu...
139
Voted
ICSE
2010
IEEE-ACM
15 years 9 months ago
Oracle-guided component-based program synthesis
We present a novel approach to automatic synthesis of loopfree programs. The approach is based on a combination of oracle-guided learning from examples, and constraint-based synth...
Susmit Jha, Sumit Gulwani, Sanjit A. Seshia, Ashis...
153
Voted
IJCNN
2000
IEEE
15 years 9 months ago
Support Vector Machine for Regression and Applications to Financial Forecasting
The main purpose of this paper is to compare the support vector machine (SVM) developed by Vapnik with other techniques such as Backpropagation and Radial Basis Function (RBF) Net...
Theodore B. Trafalis, Huseyin Ince
137
Voted
ERCIMDL
2000
Springer
106views Education» more  ERCIMDL 2000»
15 years 8 months ago
Conceptual Model of Children's Electronic Textbook
First step in developing electronic book is to build a conceptual model. The model described in this paper is designed by integrating Multiple Intelligences Theory with existing el...
Norshuhada Shiratuddin, Monica Landoni