Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Toon Calders,Floriana Esposito,Rosa Meo Conference proceedings

Camouflage

0302-9743 over the latest high-quality interdisciplinary research results in all areas related to machine learning and knowledge discovery in databases.978-3-662-44844-1978-3-662-44845-8Series ISSN 0302-9743 Series E-ISSN 1611-3349

勉强

Separating Rule Refinement and Rule Selection Heuristics in Inductive Rule Learningoperates top-down. Hence, in this paper we propose that criteria for evaluating rule refinements should reflect this by operating in an inverted coverage space. We motivate this choice by examples, and show that a suitably adapted rule learning algorithm outperforms its original counter-part on a large set of benchmark problems.

使入迷

Integer Bayesian Network Classifiers for the computation of margin maximizing integer parameters is presented and its efficiency is demonstrated. The resulting parameters have superior classification performance compared to parameters obtained by simple rounding of double-precision parameters, particularly for very low number of bits.

抱狗不敢前

On Learning Matrices with Orthogonal Columns or Disjoint Supportsecreases, leading to new algorithmic solutions to minimize it. We also investigate concave formulations of this norm, corresponding to more aggressive strategies to induce orthogonality, and show how these penalties can also be used to learn sparse models with disjoint supports.

发出眩目光芒

褪色

ity was removed from National Board of Health and Welfare’s manual of psychological disorders in 1979 and has gradually gained acceptance in Sweden. Parliament has taken several measures to strengthen the status of LGBTQ people, mainly through legislation. Discrimination against homosexuals has been

栏杆

紧张过度

Hiroaki Sasaki,Aapo Hyvärinen,Masashi Sugiyamatory, a tipping point perhaps, where the inclusion of some lesbians in the mainstream, the assimilationist trajectory of current lesbian culture, capitalism, and various other factors would produce a mainstreamed lesbianism. As I was examining these images and narratives as they were occurring or sh

glamor

podiatrist