Concepedia

Machine Learning For Sorting

Machine Learning for Sorting is a computational methodology within the field of machine learning that specifically focuses on developing and applying data-driven models and algorithms to infer optimal or near-optimal ordering strategies from input data, distinguishing it from traditional algorithmic sorting approaches by leveraging learned patterns rather than predefined comparison rules.

53

Publications

1.8K

Citations

194

Authors

63

Institutions

Publications per year

2017–2026

26

Parents

Publications

53

Faster sorting algorithms discovered using deep reinforcement learning

Daniel J. Mankowitz, Andrea Michi, Anton Zhernov et al. · Nature · 2023 · 161 citations · Full text

, , +15

Artificial intelligence-based solution for sorting COVID related medical waste streams and supporting data-driven decisions for smart circular economy practice

Nallapaneni Manoj Kumar, Mazin Abed Mohammed, Karrar Hameed Abdulkareem et al. · Process Safety and Environmental Protection · 2021 · 137 citations

, , +17

Comparison of Artificial Neural Networks and Statistical Classifiers in Apple Sorting using Textural Features

İsmail Kavdır, Daniel E. Guyer · Biosystems Engineering · 2004 · 90 citations

, , +16

Development of an optimally designed real-time automatic citrus fruit grading–sorting machine leveraging computer vision-based adaptive deep learning model

Subir Kumar Chakraborty, A. Subeesh, Kumkum Dubey et al. · Engineering Applications of Artificial Intelligence · 2023 · 88 citations

, , +14

Sorting Texts by Readability

Kumiko Tanaka‐Ishii, Satoshi Tezuka, Hiroshi Terada · Computational Linguistics · 2010 · 79 citations · Full text

, , +15

1–5 of 53

Authors

194

  1. XL
    Xiaoming Li

    Peking University, China

    3 publications · 163 citations

    3

    h-index

  2. MJ
    María Jesús Garzarán

    University of Illinois Urbana-Champaign, United States

    3 publications · 163 citations

    3

    h-index

  3. DP
    David Padua

    University of Illinois Urbana-Champaign, United States

    3 publications · 163 citations

    3

    h-index

  4. PK
    Pushmeet Kohli

    Microsoft Research (United Kingdom), United Kingdom

    2 publications · 180 citations

    2

    h-index

  5. ST
    Satoshi Tezuka

    The University of Tokyo, Japan

    2 publications · 94 citations

    2

    h-index

1–5 of 194

Institutions

63

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    9 publications

    489 citations

  2. Aalto University

    Espoo, Finland

    3 h-index

    5 publications

    99 citations

  3. Çanakkale Onsekiz Mart Üniversitesi

    Çanakkale, Türkiye

    2 h-index

    2 publications

    151 citations

  4. Michigan State University

    East Lansing, United States

    2 h-index

    2 publications

    151 citations

  5. Google (United States)

    Mountain View, United States

    2 h-index

    4 publications

    194 citations

  6. RWTH Aachen University

    Aachen, Germany

    2 h-index

    10 publications

    376 citations

  7. Stanford University

    Stanford, United States

    2 h-index

    8 publications

    324 citations

  8. Methodist University of Piracicaba

    Piracicaba, Brazil

    1 h-index

    2 publications

    128 citations

1–8 of 63

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 99 citations

    5

    h-index

  2. Biosystems Engineering

    3 publications · 166 citations

    3

    h-index

  3. European Journal of Operational Research

    2 publications · 88 citations

    2

    h-index

  4. Computational Linguistics

    2 publications · 94 citations

    2

    h-index

  5. Applied Sciences

    2 publications · 41 citations

    2

    h-index

1–5