Concepedia

Feature Interaction Analysis

Feature Interaction Analysis is a methodological framework within Feature-Based Design that identifies and evaluates the synergistic or interfering effects between constituent features in a system to determine how their combined presence influences overall functionality, performance, or behavior beyond individual feature contributions.

174

Publications

7.8K

Citations

417

Authors

181

Institutions

Publications per year

2017–2026

50

Parents

Publications

174

Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks

Jun Xiao, Hao Ye, Xiangnan He et al. · 2017 · 869 citations · Full text

, , +10

Automatic Modulation Classification Using CNN-LSTM Based Dual-Stream Structure

Zufan Zhang, Hao Luo, Chun Wang et al. · IEEE Transactions on Vehicular Technology · 2020 · 288 citations · Full text

, , +15

A simple KNN algorithm for text categorization

Pascal Soucy, Guy W. Mineau · 2002 · 225 citations

, , +16

Searching for interacting features

Zheng Zhao, Huan Liu · International Joint Conference on Artificial Intelligence · 2007 · 215 citations

, , +11

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection

Xiaojun Chang, Zhigang Ma, Ming Lin et al. · IEEE Transactions on Image Processing · 2017 · 200 citations

, , +13

1–5 of 174

Authors

417

  1. JM
    Joanne M. Atlee

    University of Waterloo, Canada

    7 publications · 194 citations

    7

    h-index

  2. EH
    Evan H. Magill

    University of Stirling, United Kingdom

    6 publications · 106 citations

    6

    h-index

  3. TO
    Tadashi Ohta

    Soka University, Japan

    6 publications · 95 citations

    6

    h-index

  4. LL
    Luigi Logrippo

    University of Ottawa, Canada

    6 publications · 96 citations

    6

    h-index

  5. ND
    Nancy D. Griffeth

    City University of New York, United States

    6 publications · 488 citations

    6

    h-index

1–5 of 417

Institutions

181

  1. University of Waterloo

    Waterloo, Canada

    7 h-index

    14 publications

    301 citations

  2. University of Stirling

    Stirling, United Kingdom

    5 h-index

    7 publications

    174 citations

  3. The University of Texas at Austin

    Austin, United States

    5 h-index

    7 publications

    499 citations

  4. Carleton University

    Ottawa, Canada

    5 h-index

    10 publications

    310 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    8 publications

    790 citations

  6. University of Ottawa

    Ottawa, Canada

    4 h-index

    9 publications

    152 citations

  7. Worcester Polytechnic Institute

    Worcester, United States

    3 h-index

    3 publications

    135 citations

  8. Technische Universität Braunschweig

    Braunschweig, Germany

    3 h-index

    7 publications

    231 citations

1–8 of 181

Venues

  1. FIW

    17 publications · 342 citations

    13

    h-index

  2. Computer Networks

    11 publications · 315 citations

    10

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 38 citations

    3

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 135 citations

    3

    h-index

  5. ACM SIGSOFT Software Engineering Notes

    SEN · 3 publications · 88 citations

    3

    h-index

1–5