Concepedia

Learning Interfaces

Learning Interfaces is an adaptive user interface system that autonomously improves its interaction strategies over time through the integration of machine learning techniques to model user behavior, preferences, and performance within a given task environment.

132

Publications

9.1K

Citations

419

Authors

175

Institutions

Publications per year

2017–2026

48

Parents

Publications

132

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck, Gilles Louppe, Mathieu Blondel et al. · arXiv (Cornell University) · 2013 · 1.8K citations · Full text

, , +8

Power to the People: The Role of Humans in Interactive Machine Learning

Saleema Amershi, Maya Çakmak, W. Bradley Knox et al. · AI Magazine · 2014 · 1K citations · Full text

, , +12

User learning and performance with marking menus

Gordon Kurtenbach, William Buxton · 1994 · 335 citations · Full text

, , +7

Teachable Machine: Approachable Web-Based Tool for Exploring Machine Learning Classification

Michelle Mohr Carney, Barron Webster, Irene Alvarado et al. · 2020 · 307 citations

, , +14

Creating an Ambient-Intelligence Environment Using Embedded Agents

Hani Hagras, Vic Callaghan, Martin Colley et al. · IEEE Intelligent Systems · 2004 · 297 citations

, , +16

1–5 of 132

Authors

419

  1. AS
    Aaron Steinfeld

    Carnegie Mellon University, United States

    3 publications · 103 citations

    3

    h-index

  2. LH
    L.A. Hermens

    Washington State University, United States

    3 publications · 147 citations

    3

    h-index

  3. PE
    Peter Edwards

    University of Aberdeen, United Kingdom

    3 publications · 128 citations

    3

    h-index

  4. TR
    Terry R. Payne

    University of Southampton, United Kingdom

    3 publications · 128 citations

    3

    h-index

  5. MT
    Minh Tue Vo

    Carnegie Mellon University, United States

    2 publications · 105 citations

    2

    h-index

1–5 of 419

Institutions

175

  1. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    28 publications

    1K citations

  2. University of Washington

    Seattle, United States

    6 h-index

    12 publications

    3.3K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    7 publications

    169 citations

  4. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    4 h-index

    8 publications

    1.3K citations

  5. University of Toronto

    Toronto, Canada

    4 h-index

    10 publications

    1.2K citations

  6. Microsoft (United States)

    Redmond, United States

    4 h-index

    10 publications

    1.5K citations

  7. Drexel University

    Philadelphia, United States

    3 h-index

    5 publications

    178 citations

  8. Hong Kong Baptist University

    Hong Kong, Hong Kong

    3 h-index

    5 publications

    400 citations

1–8 of 175

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 2.2K citations

    5

    h-index

  2. Applied Artificial Intelligence

    AAI · 3 publications · 147 citations

    3

    h-index

  3. 3

    h-index

  4. Applied Sciences

    2 publications · 55 citations

    2

    h-index

  5. IEEE Intelligent Systems

    2 publications · 410 citations

    2

    h-index

1–5