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» Bootstrapping Rule Induction
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IFM
2007
Springer
15 years 11 months ago
Unifying Theories of Objects
We present an approach to modelling Abadi–Cardelli-style object calculi as Unifying Theories of Programming (UTP) designs. Here we provide a core object calculus with an operatio...
Michael Anthony Smith, Jeremy Gibbons
PKDD
2007
Springer
146views Data Mining» more  PKDD 2007»
15 years 11 months ago
A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions
This paper presents a novel method for multi-relational classification via an aggregation-based Inductive Logic Programming (ILP) approach. We extend the classical ILP representati...
Richard Frank, Flavia Moser, Martin Ester
CIG
2005
IEEE
15 years 11 months ago
Nannon: A Nano Backgammon for Machine Learning Research
A newly designed game is introduced, which feels like Backgammon, but has a simplified rule set. Unlike earlier attempts at simplifying the game, Nannon maintains enough features a...
Jordan B. Pollack
SYNASC
2005
IEEE
117views Algorithms» more  SYNASC 2005»
15 years 11 months ago
Functional-Based Synthesis of Systolic Online Multipliers
— Systolic online algorithms for the multiplication of univariate polynomials and of multiple precision integers are synthesised using a novel method based on the following funct...
Tudor Jebelean, Laura Szakacs
PKDD
2004
Springer
102views Data Mining» more  PKDD 2004»
15 years 10 months ago
Improving the Performance of the RISE Algorithm
Ideally, a multi-strategy learning algorithm performs better than its component approaches. RISE is a multi-strategy algorithm that combines rule induction and instance-based learn...
Aloísio Carlos de Pina, Gerson Zaverucha