Barbara Hammer

Bielefeld University, Clausthal University of Technology, University of Science and Technology

Papers

8

Total Citations

100

H-Index

4

About

No biography available yet.

Research Focus

Computer science8 · 100 citations
Artificial intelligence6 · 81 citations
Robot4 · 77 citations
Machine learning5 · 77 citations
Mobile robot2 · 47 citations
Robot learning2 · 47 citations
Computer vision2 · 45 citations
Incremental learning1 · 43 citations
Multimedia1 · 43 citations
Feature vector1 · 43 citations
Architecture1 · 43 citations
Learning vector quantization1 · 43 citations

Key Achievements

4
H-Index
8
Papers
100
Total Citations
13
Avg Citations/Paper
🏆 Most Cited Paper
Interactive online learning for obstacle classification on a mobile robot
43 citations · 2015
📈 Most Prolific Year: 2015 (3 Papers)
🤝 Key Collaborators: 26
🏛 Institutions: Bielefeld University, Clausthal University of Technology, University of Science and Technology

Top Papers

  1. 1
    Interactive online learning for obstacle classification on a mobile robot
    43 citations · 2015
  2. 2
    Odor recognition in robotics applications by discriminative time-series modeling
    26 citations · 2015
  3. 3
    Special Issue on Autonomous Learning
    11 citations · 2015
  4. 4
    Perspectives and challenges for recurrent neural network training
    8 citations · 2009
  5. 5
    Skill Memories for Parameterized Dynamic Action Primitives on the Pneumatically Driven Humanoid Robot Child Affetto
    4 citations · 2018
  6. 6
    On the suitability of incremental learning for regression tasks in exoskeleton control
    4 citations · 2021
  7. 7
    Efficient Reject Options for Particle Filter Object Tracking in Medical Applications
    2 citations · 2021
  8. 8
    Perspectives of Self-adapted Self-organizing Clustering in Organic Computing
    2 citations · 2005

Key Collaborators

NPNicolai Petkov1 shared papersJBJose‐Luis Blanco1 shared papersDADirk Abel1 shared papersASAlexander Schulz1 shared papersMBMichael Biehl1 shared papersJKJohannes Kummert1 shared papersAMAli Modabber1 shared papersMTMarc Toussaint1 shared papersPHPascal Hitzler1 shared papersJQJeffrey Queißer1 shared papersGPGuenther Palm1 shared papersJMJavier Monroy1 shared papersHWHeiko Wersing1 shared papersMHMartina Hasenjäger1 shared papersFSFrank-Michael Schleif1 shared papersTRTim Redick1 shared papersUSUdo Seiffert1 shared papersTVThomas Villmann1 shared papersVLViktor Losing1 shared papersJJJonathan Jakob1 shared papers
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