IAL 2018
Interactive Adaptive Learning

Table of Contents

• Front Matter
  
  
• Preface
  
  
• Table of Contents
  
  

Full Research Papers

• On the Labeling Correctness in Computer Vision Datasets 1-23
  Mohammed Al-Rawi , Dimosthenis Karatzas
• Semi-supervised and Active Learning in Video Scene Classification from Statistical Features 24-35
  Tomáš Šabata , Petr Pulc , Martin Holena
• Active Stream Learning with an Oracle of Unknown Availability for Sentiment Prediction 36-47
  Elson Serrao , Myra Spiliopoulou
• ActivMetal: Algorithm Recommendation with Active Meta Learning 48-59
  Lisheng Sun-Hosoya , Isabelle Guyon , Michele Sebag
• Alignment-Based Topic Extraction Using Word Embedding 60-72
  Tyler Newman , Paul Anderson

Extended Abstracts

• Human-Technology Relations in a Machine Learning Based Commuter App 73-76
  Lars Holmberg
• An Interactive Learning Scenario for Real-time Environmental State Estimation Based on Heterogeneous and Dynamic Sensor Systems 77-79
  Agnes Tegen , Paul Davidsson , Jan Persson
• Adaptive Selection of Gaussian Process Model for Active Learning in Expensive Optimization 80-84
  Jakub Repický , Zbyněk Pitra , Martin Holena
• Towards Interactive Feature Selection with Human-in-the-loop 85-88
  Maialen Larranaga , Dimitra Gkorou , Thiago Guzella , Alexander Ypma , Faegheh Hasibi , Robert Jan van Wijk
• Transfer of Knowledge for Surrogate Model Selection in Cost-Aware Optimization 89-94
  Zbyněk Pitra , Jakub Repický , Martin Holena
• Embodiment Adaptation from Interactive Trajectory Preferences 95-97
  Michael Walton , Ben Migliori , John Reeder