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|pdfUrl=https://ceur-ws.org/Vol-1924/ialatecml_2_contents.pdf
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==None==
<pdf width="1500px">https://ceur-ws.org/Vol-1924/ialatecml_2_contents.pdf</pdf>
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                                       Table of Contents



Invited Talk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .       1
Ensemble Learning from Data Streams with Active and Semi-Supervised
   Approaches
   Bartosz Krawczyk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .        1

Research Papers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .              2
Challenges of Reliable, Realistic and Comparable Active Learning
    Evaluation
    Daniel Kottke, Adrian Calma, Denis Huseljic, Georg Krempl, and
    Bernhard Sick . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .    2
Interactive Anonymization for Privacy aware Machine Learning
    Bernd Malle, Peter Kieseberg, and Andreas Holzinger . . . . . . . . . . . . . .                                   15
Transfer Learning for Time Series Anomaly Detection
    Vincent Vercruyssen, Wannes Meert, and Jesse Davis . . . . . . . . . . . . . .                                    27
Probabilistic Active Learning with Structure-Sensitive Kernels
    Dominik Lang, Daniel Kottke, and Georg Krempl . . . . . . . . . . . . . . . . . .                                 37
Simulation of Annotators for Active Learning: Uncertain Oracles
    Adrian Calma and Bernhard Sick . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                    49

Short Research Papers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .                     59
Users Behavioural Inference with Markovian Decision Process and
   Active Learning
   Firas Jarboui, Vincent Rocchisani, and Wilfried Kirchenmann . . . . . . .                                          59
Multi-Arm Active Transfer Learning for Telugu Sentiment Analysis
   Subba Reddy Oota, Vijaysaradhi Indurthi, Mounika Marreddy,
   Sandeep Sricharan Mukku, and Radhika Mamidi . . . . . . . . . . . . . . . . . . .                                  62
Probabilistic Expert Knowledge Elicitation of Feature Relevances in
   Sparse Linear Regression
   Pedram Daee, Tomi Peltola Marta Soare, and Samuel Kaski . . . . . . . .                                            64

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