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» Bootstrapping Rule Induction
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IFM
2007
Springer
14 years 4 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»
14 years 4 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
14 years 3 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»
14 years 3 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»
14 years 3 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