Discovery Science - Lecture Notes in Computer Science
Latest Publications

TOTAL DOCUMENTS

30

(FIVE YEARS 0)

H-INDEX

6

(FIVE YEARS 0)

Published By Springer International Publishing

9783319463063, 9783319463070

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Predicting Bug-Fix Time: Using Standard Versus Topic-Based Text Categorization Techniques

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_11 ◽

2016 ◽

pp. 167-182 ◽

Author(s):

Pasquale Ardimento ◽

Massimo Bilancia ◽

Stefano Monopoli

Keyword(s):

Text Categorization

Download Full-text

DeepRED – Rule Extraction from Deep Neural Networks

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_29 ◽

2016 ◽

pp. 457-473 ◽

Author(s):

Jan Ruben Zilke ◽

Eneldo Loza Mencía ◽

Frederik Janssen

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Rule Extraction

Download Full-text

Exceptional Preferences Mining

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_1 ◽

2016 ◽

pp. 3-18 ◽

Author(s):

Cláudio Rebelo de Sá ◽

Wouter Duivesteijn ◽

Carlos Soares ◽

Arno Knobbe

Download Full-text

On Selection Bias with Imbalanced Classes

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_21 ◽

2016 ◽

pp. 325-340 ◽

Author(s):

Gert Jacobusse ◽

Cor Veenman

Keyword(s):

Selection Bias ◽

Imbalanced Classes

Download Full-text

Exploiting Spatial Correlation of Spectral Signature for Training Data Selection in Hyperspectral Image Classification

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_19 ◽

2016 ◽

pp. 295-309 ◽

Author(s):

Annalisa Appice ◽

Pietro Guccione

Keyword(s):

Image Classification ◽

Spatial Correlation ◽

Hyperspectral Image ◽

Training Data ◽

Data Selection ◽

Spectral Signature ◽

Hyperspectral Image Classification ◽

Training Data Selection

Download Full-text

A Framework for Classification in Data Streams Using Multi-strategy Learning

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_22 ◽

2016 ◽

pp. 341-355 ◽

Author(s):

Ali Pesaranghader ◽

Herna L. Viktor ◽

Eric Paquet

Keyword(s):

Download Full-text

Expect the Unexpected – On the Significance of Subgroups

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_4 ◽

2016 ◽

pp. 51-66 ◽

Author(s):

Matthijs van Leeuwen ◽

Antti Ukkonen

Download Full-text

Ligand Affinity Prediction with Multi-pattern Kernels

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_30 ◽

2016 ◽

pp. 474-489 ◽

Author(s):

Katrin Ullrich ◽

Jennifer Mack ◽

Pascal Welke

Keyword(s):

Affinity Prediction ◽

Ligand Affinity

Download Full-text

Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_10 ◽

2016 ◽

pp. 151-166 ◽

Author(s):

Sebastian Kauschke ◽

Johannes Fürnkranz ◽

Frederik Janssen

Keyword(s):

Machine Learning ◽

Learning Approach ◽

Machine Learning Approach

Download Full-text

Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46307-0_2 ◽

2016 ◽

pp. 19-34 ◽

Author(s):

Guillaume Bosc ◽

Jérôme Golebiowski ◽

Moustafa Bensafi ◽

Céline Robardet ◽

Marc Plantevit ◽

...

Keyword(s):

Subgroup Discovery ◽

Download Full-text