| Vol-1707 urn:nbn:de:0074-1707-7 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# AL@iKNOW 2016
Active Learning: Applications, Foundations and Emerging Trends

### Proceedings of the Workshop on Active Learning: Applications, Foundations and Emerging Trends
co-located with International Conference on Knowledge Technologies and Data-driven Business (i-KNOW 2016)

### Graz, Austria, October 18, 2016.

Edited by

### Georg Krempl *
Vincent Lemaire **
Edwin Lughofer ***
Daniel Kottke ****

* Otto von Guericke University, Faculty of Computer Science, 39106 Magdeburg, Germany
** Orange Labs, Data and Knowledge, 22300 Lannion, France
*** Johannes Kepler University Linz, Department of Knowledge-Based Mathematical Systems, 4040 Linz, Austria
**** University of Kassel, Intelligent Embedded Systems, 34121 Kassel, Germany

## Table of Contents

- Front Matter
- Preface
- Table of Contents

### Session 1: Tutorial

- Active Learning: Applications, Foundations and Emerging Trends (Tutorial) 1-2
  Georg Krempl, Vincent Lemaire, Edwin Lughofer, Daniel Kottke

### Session 2: Regular Papers

- MapView: Graphical Data Representation for Active Learning 3-8
  Eva Weigl, Alexander Walch, Ulrich Neissl, Pauline Meyer-Heye, Thomas Radauer, Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger
- Active Learning with SVM for Land Cover Classification - What Can Go Wrong? 9-16
  Sebastian Wuttke, Wolfgang Middelmann, Uwe Stilla
- Dynamic Parameter Adaptation of SVM Based Active Learning Methodology 17-24
  Jasmina Smailović, Miha Grčar, Nada Lavrač, Martin Žnidaršič
- Investigating Exploratory Capabilities of Uncertainty Sampling using SVMs in Active Learning 25-34
  Dominik Lang, Daniel Kottke, Georg Krempl, Myra Spiliopoulou
- Active Subtopic Detection in Multitopic Data 35-44
  Benjamin Bergner, Georg Krempl

### Additional Items

- Complete proceedings in one PDF file

2016-10-13: submitted by Georg Krempl, metadata incl. bibliographic data published under Creative Commons CC0
2016-10-13: published on CEUR-WS.org |valid HTML5|