Concepedia

Machine Learning Analytics

Machine Learning Analytics is a scholarly contribution within the domain of Analytics Strategy that introduces a method, model, framework, or metric specifically designed to enable or enhance data-driven decision-making through algorithms that iteratively learn from and adapt to empirical data patterns.

1.1K

Publications

92.9K

Citations

4.1K

Authors

1.5K

Institutions

Publications per year

2017–2026

920

Parents

Publications

1.1K

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

, , +12

From Data Mining to Knowledge Discovery in Databases

1996 · 4.7K citations

, , +10

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

Anna L. Buczak, Erhan Guven · IEEE Communications Surveys & Tutorials · 2015 · 3.1K citations

, , +16

European Union Regulations on Algorithmic Decision Making and a “Right to Explanation”

Bryce Goodman, Seth Flaxman · AI Magazine · 2017 · 2.1K citations · Full text

, , +17

Machine learning on big data: Opportunities and challenges

Lina Zhou, Shimei Pan, Jianwu Wang et al. · Neurocomputing · 2017 · 1.2K citations · Full text

, , +12

1–5 of 1.1K

Authors

4.1K

  1. JV
    John V. Guttag

    Massachusetts Institute of Technology, United States

    4 publications · 794 citations

    4

    h-index

  2. TK
    Tim Kraska

    Massachusetts Institute of Technology, United States

    4 publications · 97 citations

    4

    h-index

  3. AK
    Arun Kumar

    University of California San Diego, United States

    4 publications · 244 citations

    4

    h-index

  4. NP
    Neoklis Polyzotis

    University of California, Santa Cruz, United States

    4 publications · 330 citations

    4

    h-index

  5. HS
    Harini Suresh

    Massachusetts Institute of Technology, United States

    4 publications · 794 citations

    4

    h-index

1–5 of 4.1K

Institutions

1.5K

  1. Massachusetts Institute of Technology

    Cambridge, United States

    18 h-index

    43 publications

    4.8K citations

  2. University of California, Berkeley

    Berkeley, United States

    17 h-index

    45 publications

    4.9K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    15 h-index

    39 publications

    5.5K citations

  4. Google (United States)

    Mountain View, United States

    15 h-index

    37 publications

    7.6K citations

  5. New York University

    New York, United States

    15 h-index

    44 publications

    3.5K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    13 h-index

    27 publications

    1.1K citations

  7. Stanford University

    Stanford, United States

    13 h-index

    40 publications

    6.2K citations

  8. University of Southern California

    Los Angeles, United States

    13 h-index

    18 publications

    1.7K citations

1–8 of 1.5K

Venues

  1. arXiv (Cornell University)

    Repository · 37 publications · 1.8K citations

    20

    h-index

  2. SSRN Electronic Journal

    Repository · 26 publications · 876 citations

    19

    h-index

  3. IEEE Access

    15 publications · 2.8K citations

    15

    h-index

  4. Scientific Reports

    9 publications · 240 citations

    9

    h-index

  5. Sustainability

    8 publications · 530 citations

    8

    h-index

1–5