Who Cited It

Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models

2020 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1,450 citations · 4 from inside this corpus

Daniel W. Apley, Jingyu Zhu

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models (2020)Visualizing the Effects of Pr…Greedy function approximation: A gradient boosting machine. (2001)Greedy function approximation…Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual C… (2014)Peeking Inside the Black Box:…Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challe… (2019)Explainable Artificial Intell…Explainable AI: A Review of Machine Learning Interpretability Methods (2020)Explainable AI: A Review of M…Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence (2023)Interpreting Black-Box Models…Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustw… (2023)Explainable Artificial Intell…
6 of 6 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
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What this paper cites, inside the corpus

PaperYearCited
Greedy function approximation: A gradient boosting machine.200130,137
Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual C…20141,838

What cites it, inside the corpus

PaperYearCited
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challe…20199,796
Explainable AI: A Review of Machine Learning Interpretability Methods20202,907
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence20231,981
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustw…20231,679

Links

DOI · OpenAlex record

Topics

Data Analysis with RComputer Science
Forest ecology and managementEnvironmental Science
Statistical Methods and InferenceMathematics

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports2 author record(s) attached.
  • supports24 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:58+00:00.

sha256 88a60cdbb94c6a13…