Explaining prediction models and individual predictions with feature contributions

2013 · Knowledge and Information Systems · 2,302 citations · 3 from inside this corpus

No abstract in the source record.

4 of 4 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.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
The Art of Computer Programming. Volume 2: Seminumerical Algorithms.	1970	3,889

What cites it, inside the corpus

Paper	Year	Cited
On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Deg…	2024	13,528
From local explanations to global understanding with explainable AI for trees	2020	9,936
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence	2023	1,981

Links

DOI · OpenAlex record

Topics

Explainable Artificial Intelligence (XAI)	Computer Science
Imbalanced Data Classification Techniques	Computer Science
Machine Learning and Data Classification	Computer Science

Is this record sound?

complete

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

supports2 author record(s) attached.
supports47 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 2026-09-04T03:58:50+00:00.

sha256 86a6d6715ff540a0…