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Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks


Sep 26, 2021
Sungho Suh, Paul Lukowicz, Yong Oh Lee

* Submitted to Knowledge-Based Systems, Elsevier (Major revision) 

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Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning


Nov 29, 2020
Anton Smerdov, Andrey Somov, Evgeny Burnaev, Bo Zhou, Paul Lukowicz


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Yet it moves: Learning from Generic Motions to Generate IMU data from YouTube videos


Nov 23, 2020
Vitor Fortes Rey, Kamalveer Kaur Garewal, Paul Lukowicz


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Collection and Validation of Psycophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset


Nov 02, 2020
Anton Smerdov, Bo Zhou, Paul Lukowicz, Andrey Somov


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Discriminative feature generation for classification of imbalanced data


Oct 24, 2020
Sungho Suh, Paul Lukowicz, Yong Oh Lee

* Submitted to Pattern Recognition, Elsevier 

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Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal


Oct 20, 2020
Sungho Suh, Jihun Kim, Paul Lukowicz, Yong Oh Lee

* Under review in IEEE Transactions on Pattern Analysis and Machine Intelligence 

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Fusion of Global-Local Features for Image Quality Inspection of Shipping Label


Aug 26, 2020
Sungho Suh, Paul Lukowicz, Yong Oh Lee

* Accepted at ICPR 2020 

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The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe


Mar 30, 2020
Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajič, Khalid Choukri, Andrejs Vasiļjevs, Gerhard Backfried, Christoph Prinz, José Manuel Gómez Pérez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lösch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Köhler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriūtė, Núria Bel, António Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabík, Maria Gavriilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindén, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eiríkur Rögnvaldsson, Mike Rosner, Bolette Sandford Pedersen, Inguna Skadiņa, Marko Tadić, Dan Tufiş, Tamás Váradi, Kadri Vider, Andy Way, François Yvon

* Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020). To appear 

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Collaborative Interactive Learning -- A clarification of terms and a differentiation from other research fields


May 16, 2019
Tom Hanika, Marek Herde, Jochen Kuhn, Jan Marco Leimeister, Paul Lukowicz, Sarah Oeste-Reiß, Albrecht Schmidt, Bernhard Sick, Gerd Stumme, Sven Tomforde, Katharina Anna Zweig


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Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection


Jul 14, 2017
Monit Shah Singh, Vinaychandran Pondenkandath, Bo Zhou, Paul Lukowicz, Marcus Liwicki

* 8 pages, 8 figures, Published in IJCNN, 2017 Copyright: IEEE 2017 DOI: 10.1109/IJCNN.2017.7966182 

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Self-Adaptation of Activity Recognition Systems to New Sensors


Jan 30, 2017
David Bannach, Martin Jänicke, Vitor F. Rey, Sven Tomforde, Bernhard Sick, Paul Lukowicz

* 26 pages, very descriptive figures, comprehensive evaluation on real-life datasets 

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A New Vision of Collaborative Active Learning


Dec 22, 2015
Adrian Calma, Tobias Reitmaier, Bernhard Sick, Paul Lukowicz, Mark Embrechts

* 16 pages, 6 Figures 

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