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ECML
2003
Springer
16 years 7 days ago
Logistic Model Trees
Abstract. Tree induction methods and linear models are popular techniques for supervised learning tasks, both for the prediction of nominal classes and continuous numeric values. F...
Niels Landwehr, Mark Hall, Eibe Frank
EUROCAST
2003
Springer
130views Hardware» more  EUROCAST 2003»
16 years 7 days ago
A Model of Neural Inspiration for Local Accumulative Computation
This paper explores the computational capacity of a novel local computational model that expands the conventional analogical and logical dynamic neural models, based on the charge ...
José Mira, Miguel Angel Fernández, M...
IWPC
2002
IEEE
15 years 12 months ago
Mining System-User Interaction Traces for Use Case Models
While code understanding is the primary program comprehension activity, it is quite challenging to recognize the application requirements from code, since they have usually been o...
Mohammad El-Ramly, Eleni Stroulia, Paul G. Sorenso...
CONTEXT
2001
Springer
15 years 11 months ago
A Connectionist-Symbolic Approach to Modeling Agent Behavior: Neural Networks Grouped by Contexts
A recent report by the National Research Council (NRC) declares neural networks “hold the most promise for providing powerful learning models”. While some researchers have expe...
Amy E. Henninger, Avelino J. Gonzalez, Michael Geo...
ICSE
2001
IEEE-ACM
15 years 11 months ago
Conceptual Modeling through Linguistic Analysis Using LIDA
Despite the advantages that object technology can provide to the software development community and its customers, the fundamental problems associated with identifying objects, th...
Scott P. Overmyer, Benoit Lavoie, Owen Rambow