Generalization as search

Mitchell, Tom M.·1982·Artificial Intelligence

DOI 10.1016/0004-3702(82)90040-6

Open this paper in CoChat — free account

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

Integrity signals

Registry

Crossref · 10.1016/0004-3702(82)90040-6

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Untitled work
(2009) · Minds at UW (University of Wisconsin) · Cited by 4,791
Self-improving reactive agents based on reinforcement learning, planning and teaching
Lin, L.-J. (1992) · Machine Learning · doi:10.1007/bf00992699 · Cited by 1,564
Inductive Logic Programming: Theory and methods
Muggleton, S., & de Raedt, L. (1994) · The Journal of Logic Programming · doi:10.1016/0743-1066(94)90035-3 · Cited by 1,537
Explanation-Based Generalization: A Unifying View
Mitchell, T. M., Keller, R. M., & Kedar-Cabelli, S. T. (1986) · Machine Learning · doi:10.1023/a:1022691120807 · Cited by 1,382
Self-citation
A Sequential Algorithm for Training Text Classifiers
Lewis, D. D., & Gale, W. A. (1994) · SIGIR ’94 · doi:10.1007/978-1-4471-2099-5_1 · Cited by 1,208
Active learning
Settles, B. (2012) · Synthesis Lectures on Artificial Intelligence and Machine Learning · doi:10.2200/s00429ed1v01y201207aim018 · Cited by 605
Automating string processing in spreadsheets using input-output examples
Gulwani, S. (2011) · ACM SIGPLAN Notices · doi:10.1145/1925844.1926423 · Cited by 581
Clausal Discovery
De Raedt, L., & Dehaspe, L. (1997) · Machine Learning · doi:10.1023/a:1007361123060 · Cited by 235
Generalized subsumption and its applications to induction and redundancy
Buntine, W. (1988) · Artificial Intelligence · doi:10.1016/0004-3702(88)90001-x · Cited by 168
Untitled work
(2003) · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · Cited by 98
Learning, action and consciousness: a hybrid approach toward modelling consciousness
Sun, R. (1997) · Neural Networks · doi:10.1016/s0893-6080(97)00050-6 · Cited by 71
Interactive Concept-Learning and Constructive Induction by Analogy
de Raedt, L., & Bruynooghe, M. (1992) · Machine Learning · doi:10.1023/a:1022664419589 · Cited by 65
Relational program synthesis
Wang, Y., Wang, X., & Dillig, I. (2018) · Proceedings of the ACM on Programming Languages · doi:10.1145/3276525 · Cited by 17
An Efficient Approximation to Lookahead in Relational Learners
Struyf, J., Davis, J., & Page, D. (2006) · Lecture Notes in Computer Science · doi:10.1007/11871842_79 · Cited by 5
10.1162/153244302760185243
(2000) · CrossRef Listing of Deleted DOIs · doi:10.1162/153244302760185243

Authors: Mitchell, T. M.
Venue: Artificial Intelligence
Publisher: Elsevier BV
Published: 1982-03
Volume: 18
Issue: 2
Pages: 203-226
ISSN: 0004-3702 (ISSN-L)
DOI: 10.1016/0004-3702(82)90040-6
OpenAlex: W2009207944
Cited by: 1,412
References: 0
FWCI: 23.20
Type: journal article
Language: en
Open access: closed

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review