Paul R. Cohen

University of Massachusetts Amherst, Polytechnique Montréal, University of Massachusetts Boston, Engineering Arts (United States), École Normale Supérieure - PSL, University of Arizona, École Polytechnique

Papers

49

Total Citations

983

H-Index

18

About

No biography available yet.

Research Focus

Computer science49 · 983 citations
Artificial intelligence46 · 882 citations
Robot33 · 640 citations
Mobile robot15 · 417 citations
Human–computer interaction18 · 367 citations
Machine learning8 · 349 citations
Cluster analysis6 · 348 citations
Data mining6 · 347 citations
Pattern recognition (psychology)5 · 297 citations
Entropy (arrow of time)4 · 272 citations
Hierarchical clustering1 · 181 citations
Natural language processing11 · 129 citations

Key Achievements

18
H-Index
49
Papers
983
Total Citations
20
Avg Citations/Paper
🏆 Most Cited Paper
Bayesian Clustering by Dynamics
181 citations · 2002
📈 Most Prolific Year: 2002 (8 Papers)
🤝 Key Collaborators: 51
🏛 Institutions: University of Massachusetts Amherst, Polytechnique Montréal, University of Massachusetts Boston, Engineering Arts (United States), École Normale Supérieure - PSL, University of Arizona

Top Papers

  1. 1
    Bayesian Clustering by Dynamics
    181 citations · 2002
  2. 2
    A Method for Clustering the Experiences of a Mobile Robot that Accords with Human Judgments
    75 citations · 2000
  3. 3
    Searching for Structure in Multiple Streams of Data.
    74 citations · 1996
  4. 4
    Design and validation of an intelligent wheelchair towards a clinically-functional outcome
    56 citations · 2013
  5. 5
    Multivariate Clustering by Dynamics
    42 citations · 2000
  6. 6
    Fluent Learning: Elucidating the Structure of Episodes
    37 citations · 2001
  7. 7
    Learning planning operators in real-world, partially observable environments
    32 citations · 2000
  8. 8
    Continuous categories for a mobile robot
    31 citations · 1999
  9. 9
    Unsupervised segmentation of categorical time series into episodes
    30 citations · 2003
  10. 10
    Grounding knowledge in sensors: unsupervised learning for language and planning
    30 citations · 2001

Key Collaborators

TOTim Oates8 shared papersCRCarole R. Beal6 shared papersNMNiall M. Adams6 shared papersMRMarco Ramoni5 shared papersCTClayton T. Morrison5 shared papersPSPaola Sebastiani5 shared papersJHJ.-Y. Herve4 shared papersRTRaquel Torres Peralta4 shared papersTKTasneem Kaochar4 shared papersIFIan Fasel4 shared papersDHDaniel Hewlett3 shared papersBHBrent Heeringa3 shared papersVPVladimir Polotski3 shared papersSKSousso Kélouwani3 shared papersPBPatrice Boucher3 shared papersMDMatthew D. Schmill3 shared papersTJThomas J. Walsh3 shared papersCZChristian Zanardi3 shared papersMSMarc S. Atkin2 shared papersTJThomas J. Walsh2 shared papers
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