Concepedia

Outlier Detection Interaction

Outlier Detection Interaction is an interactive method within data exploration systems that enables users to identify, analyze, and refine the treatment of anomalous data points through iterative human-in-the-loop processes, distinguished by its reliance on user feedback to dynamically adjust detection criteria and interpretations.

4

Publications

129

Citations

30

Authors

12

Institutions

Publications per year

2017–2026

3

Parents

Publications

4

Detecting Behavior Anomalies in Graphical User Interfaces

Vitalii Avdiienko, Konstantin Kuznetsov, Isabelle Rommelfanger et al. · 2017 · 41 citations

, , +16

Integrating Metal–Phenolic Networks-Mediated Separation and Machine Learning-Aided Surface-Enhanced Raman Spectroscopy for Accurate Nanoplastics Quantification and Classification

Haoxin Ye, Shiyu Jiang, Yan Yan et al. · ACS Nano · 2024 · 39 citations

, , +14

HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection

Haiping Ma, Yong Yang, Chuan Qin et al. · 2024 · 25 citations

, , +13

The model adaptive space shrinkage (MASS) approach: a new method for simultaneous variable selection and outlier detection based on model population analysis

Ming Wen, Baichuan Deng, Dongsheng Cao et al. · The Analyst · 2016 · 24 citations

, , +12

Interactive Continual Learning: Fast and Slow Thinking

Biqing Qi, Xinquan Chen, Junqi Gao et al. · 2024 · 17 citations

, , +8

1–5 of 4

Authors

30

  1. XY
    Xiaoshan Yu

    Anhui University, China

    1 publications · 25 citations

    1

    h-index

  2. HY
    Haoxin Ye

    University of British Columbia, Canada

    1 publications · 39 citations

    1

    h-index

  3. IR
    Isabelle Rommelfanger

    Saarland University, Germany

    1 publications · 41 citations

    1

    h-index

  4. HZ
    Hengshu Zhu

    Baidu (China), China

    1 publications · 25 citations

    1

    h-index

  5. ER
    Edward R. Grant

    Purdue University West Lafayette, United States

    1 publications · 39 citations

    1

    h-index

1–5 of 30

Institutions

12

  1. University of Illinois Chicago

    Chicago, United States

    1 h-index

    1 publications

    39 citations

  2. South China Agricultural University

    Guangzhou, China

    1 h-index

    1 publications

    24 citations

  3. Tsinghua University

    Beijing, China

    1 h-index

    1 publications

    25 citations

  4. Kerala Veterinary and Animal Sciences University

    Kalpatta, India

    1 h-index

    1 publications

    24 citations

  5. Changsha University

    Changsha, China

    1 h-index

    6 publications

    144 citations

  6. Johns Hopkins University

    Baltimore, United States

    1 h-index

    1 publications

    39 citations

  7. Venus Medtech (China)

    Hangzhou, China

    1 h-index

    1 publications

    25 citations

  8. Saarland University

    Saarbrücken, Germany

    1 h-index

    6 publications

    246 citations

1–8 of 12

Venues

  1. ACS Nano

    1 publications · 39 citations

    1

    h-index

  2. The Analyst

    1 publications · 24 citations

    1

    h-index

1–2