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1

[IEEE 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) - Yokohama, Japan (2017.10.16-2017.10.19)] 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) - Personalization in advanced driver assistance systems and autonomous vehicles: A review

Hasenjager, Martina, Wersing, Heiko

Year:

2017

Language:

english

File:

PDF, 82 KB

english, 2017

2

[IEEE 2007 7th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2007) - Pittsburgh, PA, USA (2007.11.29-2007.12.1)] 2007 7th IEEE-RAS International Conference on Humanoid Robots - Towards incremental hierarchical behavior generation for humanoids

Goerick, Christian, Bolder, Bram, Janssen, Herbert, Gienger, Michael, Sugiura, Hisashi, Dunn, Mark, Mikhailova, Inna, Rodemann, Tobias, Wersing, Heiko, Kirstein, Stephan

Year:

2007

Language:

english

File:

PDF, 595 KB

english, 2007

3

Beyond Cross-ValidationâAccuracy Estimation for Incremental and Active Learning Models

Limberg, Christian, Wersing, Heiko, Ritter, Helge

Journal:

Machine Learning and Knowledge Extraction

Year:

2020

File:

PDF, 3.17 MB

2020

4

ONLINE LEARNING OF OBJECTS IN A BIOLOGICALLY MOTIVATED VISUAL ARCHITECTURE

WERSING, HEIKO, KIRSTEIN, STEPHAN, GÖTTING, MICHAEL, BRANDL, HOLGER, DUNN, MARK, MIKHAILOVA, INNA, GOERICK, CHRISTIAN, STEIL, JOCHEN, RITTER, HELGE, KÖRNER, EDGAR

Journal:

International Journal of Neural Systems

Year:

2007

Language:

english

File:

PDF, 1.27 MB

english, 2007

5

“Please watch right” – Evaluation of a speech-based on-demand assistance system for urban intersections

Schoemig, Nadja, Heckmann, Martin, Wersing, Heiko, Maag, Christian, Neukum, Alexandra

Journal:

Transportation Research Part F: Traffic Psychology and Behaviour

Year:

2018

Language:

english

File:

PDF, 1.62 MB

english, 2018

6

A neural network architecture for automatic segmentation of fluorescence micrographs

Tim W. Nattkemper, Heiko Wersing, Walter Schubert, Helge Ritter

Journal:

Year:

2002

Language:

english

File:

PDF, 480 KB

english, 2002

7

[IEEE 2006 6th IEEE-RAS International Conference on Humanoid Robots - University of Genova, Genova, Italy (2006.12.4-2006.12.6)] 2006 6th IEEE-RAS International Conference on Humanoid Robots - Biologically motivated visual behaviors for humanoids: Learning to interact and learning in interaction

Goerick, Christian, Mikhailova, Inna, Wersing, Heiko, Kirstein, Stephan

Year:

2006

Language:

english

File:

PDF, 385 KB

english, 2006

8

Development of a personalised intersection assistant

Heckmann, Martin, Orth, Dennis, Wersing, Heiko, Kolossa, Dorothea

Journal:

ATZ worldwide eMagazine

Year:

2017

Language:

english

File:

PDF, 1.09 MB

english, 2017

9

[IEEE 2019 International Conference on Robotics and Automation (ICRA) - Montreal, QC, Canada (2019.5.20-2019.5.24)] 2019 International Conference on Robotics and Automation (ICRA) - Personalized Online Learning of Whole-Body Motion Classes using Multiple Inertial Measurement Units

Losing, Viktor, Yoshikawa, Taizo, Hasenjaeger, Martina, Hammer, Barbara, Wersing, Heiko

Year:

2019

Language:

english

File:

PDF, 2.85 MB

english, 2019

10

Learning Optimized Features for Hierarchical Models of Invariant Object Recognition

Wersing, Heiko, Körner, Edgar

Journal:

Neural Computation

Year:

2003

Language:

english

File:

PDF, 647 KB

english, 2003

11

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Combining offline and online classifiers for life-long learning

Fischer, Lydia, Hammer, Barbara, Wersing, Heiko

Year:

2015

Language:

english

File:

PDF, 1.33 MB

english, 2015

12

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Interactive online learning for obstacle classification on a mobile robot

Losing, Viktor, Hammer, Barbara, Wersing, Heiko

Year:

2015

Language:

english

File:

PDF, 2.91 MB

english, 2015

13

A Survey of Personalization for Advanced Driver Assistance Systems

Hasenjager, Martina, Heckmann, Martin, Wersing, Heiko

Journal:

IEEE Transactions on Intelligent Vehicles

Year:

2019

Language:

english

File:

PDF, 1.93 MB

english, 2019

14

Feeling UncertainâEffects of a Vibrotactile Belt that Communicates Vehicle Sensor Uncertainty

KrÃ¼ger, Matti, Driessen, Tom, Wiebel-Herboth, Christiane B., de Winter, Joost C. F., Wersing, Heiko

Journal:

Year:

2020

File:

PDF, 1.96 MB

2020

15

A Competitive-Layer Model for Feature Binding and Sensory Segmentation

Wersing, Heiko, Steil, Jochen J., Ritter, Helge

Journal:

Neural Computation

Year:

2001

Language:

english

File:

PDF, 642 KB

english, 2001

16

A Model for Learning Topographically Organized Parts-Based Representations of Objects in Visual Cortex: Topographic Nonnegative Matrix Factorization

Hosoda, Kenji, Watanabe, Masataka, Wersing, Heiko, Körner, Edgar, Tsujino, Hiroshi, Tamura, Hiroshi, Fujita, Ichiro

Journal:

Neural Computation

Year:

2009

Language:

english

File:

PDF, 1.18 MB

english, 2009

17

[ACM Press the 10th International Conference - Toronto, ON, Canada (2018.09.23-2018.09.25)] Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular Applications - AutomotiveUI '18 - Approach for Enhancing the Perception and Prediction of Traffic Dynamics with a Tactile Interface

Krüger, Matti, Wersing, Heiko, Wiebel-Herboth, Christiane B.

Year:

2018

Language:

english

File:

PDF, 1.10 MB

english, 2018

18

[ACM Press the 5th International Conference - Bielefeld, Germany (2017.10.17-2017.10.20)] Proceedings of the 5th International Conference on Human Agent Interaction - HAI '17 - From Tools Towards Cooperative Assistants

Krüger, Matti, Wiebel, Christiane B., Wersing, Heiko

Year:

2017

Language:

english

File:

PDF, 441 KB

english, 2017

19

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Randomizing the Self-Adjusting Memory for Enhanced Handling of Concept Drift

Losing, Viktor, Hammer, Barbara, Wersing, Heiko, Bifet, Albert

Year:

2020

File:

PDF, 997 KB

2020

20

Online figure–ground segmentation with adaptive metrics in generalized LVQ

Alexander Denecke, Heiko Wersing, Jochen J. Steil, Edgar Körner

Journal:

Year:

2009

Language:

english

File:

PDF, 1.46 MB

english, 2009

21

[IEEE 2011 IEEE International Conference on Development and Learning (ICDL) - Frankfurt am Main, Germany (2011.08.24-2011.08.27)] 2011 IEEE International Conference on Development and Learning (ICDL) - A biologically inspired approach for interactive learning of categories

Kirstein, Stephan, Wersing, Heiko

Year:

2011

Language:

english

File:

PDF, 933 KB

english, 2011

22

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Online metric learning for an adaptation to confidence drift

Fischer, Lydia, Hammer, Barbara, Wersing, Heiko

Year:

2016

Language:

english

File:

PDF, 915 KB

english, 2016

23

[IEEE 2013 IEEE International Conference on Robotics and Automation (ICRA) - Karlsruhe, Germany (2013.05.6-2013.05.10)] 2013 IEEE International Conference on Robotics and Automation - Facial communicative signal interpretation in human-robot interaction by discriminative video subsequence selection

Lang, Christian, Wachsmuth, Sven, Hanheide, Marc, Wersing, Heiko

Year:

2013

Language:

english

File:

PDF, 483 KB

english, 2013

24

[IEEE RO-MAN 2009 - The 18th IEEE International Symposium on Robot and Human Interactive Communication - Toyama, Japan (2009.09.27-2009.10.2)] RO-MAN 2009 - The 18th IEEE International Symposium on Robot and Human Interactive Communication - Feedback interpretation based on facial expressions in human-robot interaction

Lang, Chri, Hanheide, Marc, Lohse, Manja, Wersing, Heiko, Sagerer, Gerhard

Year:

2009

Language:

english

File:

PDF, 363 KB

english, 2009

25

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Towards autonomous bootstrapping for life-long learning categorization tasks

Kirstein, Stephan, Wersing, Heiko, Korner, Edgar

Year:

2010

Language:

english

File:

PDF, 1.31 MB

english, 2010

26

Entwicklung eines personalisierten Kreuzungsassistenten

Heckmann, Martin, Orth, Dennis, Wersing, Heiko, Kolossa, Dorothea

Journal:

ATZ - Automobiltechnische Zeitschrift

Year:

2017

Language:

german

File:

PDF, 2.23 MB

german, 2017

27

[IEEE 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) - Yokohama (2017.10.16-2017.10.19)] 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) - Personalized maneuver prediction at intersections

Losing, Viktor, Hammer, Barbara, Wersing, Heiko

Year:

2017

Language:

english

File:

PDF, 389 KB

english, 2017

28

A computational feature binding model of human texture perception

Jörg Ontrup, Heiko Wersing, Helge Ritter

Journal:

Cognitive Processing

Year:

2004

Language:

english

File:

PDF, 845 KB

english, 2004

29

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - An iterative approach to local-PCA

John, Samuel, Wersing, Heiko, Ritter, Helge

Year:

2010

Language:

english

File:

PDF, 2.09 MB

english, 2010

30

[IEEE 2020 IEEE International Conference on Human-Machine Systems (ICHMS) - Rome, Italy (2020.9.7-2020.9.9)] 2020 IEEE International Conference on Human-Machine Systems (ICHMS) - Cooperative Intelligence - A Humane Perspective

Sendhoff, Bernhard, Wersing, Heiko

Year:

2020

File:

PDF, 2.59 MB

2020

31

A biologically motivated visual memory architecture for online learning of objects

Stephan Kirstein, Heiko Wersing, Edgar Körner

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 1.15 MB

english, 2008

32

[IEEE 2016 IEEE 16th International Conference on Data Mining (ICDM) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining (ICDM) - KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift

Losing, Viktor, Hammer, Barbara, Wersing, Heiko

Year:

2016

Language:

english

File:

PDF, 892 KB

english, 2016

33

Incremental On-line Learning: A Review and Comparison of State of the Art Algorithms

Losing, Viktor, Hammer, Barbara, Wersing, Heiko

Journal:

Year:

2017

Language:

english

File:

PDF, 2.46 MB

english, 2017

34

Dynamical Stability Conditions for Recurrent Neural Networks with Unsaturating Piecewise Linear Transfer Functions

Wersing, Heiko, Beyn, Wolf-Jürgen, Ritter, Helge

Journal:

Neural Computation

Year:

2001

Language:

english

File:

PDF, 127 KB

english, 2001

35

Combining Reconstruction and Discrimination with Class-Specific Sparse Coding

Hasler, Stephan, Wersing, Heiko, Körner, Edgar

Journal:

Neural Computation

Year:

2007

Language:

english

File:

PDF, 1.23 MB

english, 2007

36

[ACM Press the 8th International Conference - Ann Arbor, MI, USA (2016.10.24-2016.10.26)] Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications Adjunct - Automotive'UI 16 - Assistance-On-Demand

Schömig, Nadja, Heckmann, Martin, Wersing, Heiko, Maag, Christian, Neukum, Alexandra

Year:

2016

Language:

english

File:

PDF, 451 KB

english, 2016

37

A life-long learning vector quantization approach for interactive learning of multiple categories

Stephan Kirstein, Heiko Wersing, Horst-Michael Gross, Edgar Körner

Journal:

Neural Networks

Year:

2012

Language:

english

File:

PDF, 2.02 MB

english, 2012

38

[IEEE 2010 13th International IEEE Conference on Intelligent Transportation Systems - (ITSC 2010) - Funchal, Madeira Island, Portugal (2010.09.19-2010.09.22)] 13th International IEEE Conference on Intelligent Transportation Systems - System approach for multi-purpose representations of traffic scene elements

Schmuedderich, Jens, Einecke, Nils, Hasler, Stephan, Gepperth, Alexander, Bolder, Bram, Kastner, Robert, Franzius, Mathias, Rebhan, Sven, Dittes, Benjamin, Wersing, Heiko, Eggert, Julian, Fritsch, Jan

Year:

2010

Language:

english

File:

PDF, 849 KB

english, 2010

39

Facial Communicative Signals

Christian Lang, Sven Wachsmuth, Marc Hanheide, Heiko Wersing

Journal:

International Journal of Social Robotics

Year:

2012

Language:

english

File:

PDF, 809 KB

english, 2012

40

Optimal local rejection for classifiers

Fischer, Lydia, Hammer, Barbara, Wersing, Heiko

Journal:

Year:

2016

Language:

english

File:

PDF, 1.42 MB

english, 2016

41

[IEEE 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops) - San Francisco, CA, USA (2010.06.13-2010.06.18)] 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops - Facial expressions as feedback cue in human-robot interaction—a comparison between human and automatic recognition performances

Lang, Christian, Wachsmuth, Sven, Wersing, Heiko, Hanheide, Marc

Year:

2010

Language:

english

File:

PDF, 468 KB

english, 2010

42

A vision architecture for unconstrained and incremental learning of multiple categories

Stephan Kirstein, Alexander Denecke, Stephan Hasler, Heiko Wersing, Horst-Michael Gross, Edgar Körner

Journal:

Memetic Computing

Year:

2009

Language:

english

File:

PDF, 647 KB

english, 2009

43

[IEEE 2018 IEEE International Conference on Data Mining (ICDM) - Singapore, Singapore (2018.11.17-2018.11.20)] 2018 IEEE International Conference on Data Mining (ICDM) - Enhancing Very Fast Decision Trees with Local Split-Time Predictions

Losing, Viktor, Wersing, Heiko, Hammer, Barbara

Year:

2018

Language:

english

File:

PDF, 280 KB

english, 2018

44

Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)

Losing, Viktor, Hammer, Barbara, Wersing, Heiko

Journal:

Knowledge and Information Systems

Year:

2017

Language:

english

File:

PDF, 2.86 MB

english, 2017

45

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Unsupervised extraction of design components for a 3D parts-based representation

Bozakov, Zdravko, Graening, Lars, Hasler, Stephan, Wersing, Heiko, Menzel, Stefan

Year:

2008

Language:

english

File:

PDF, 352 KB

english, 2008

46

A Survey of Personalization for Advanced Driver Assistance Systems

Hasenjager, Martina, Heckmann, Martin, Wersing, Heiko

Journal:

IEEE Transactions on Intelligent Vehicles

Year:

2019

File:

PDF, 1.93 MB

2019

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