📰 Artificial Intelligence Review 1997 — papers

The works of Artificial Intelligence Review published in 1997 that our library holds (publisher: Springer Science+Business Media): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Locally Weighted Learning ↗Christopher G. Atkeson, Andrew Moore, Stefan Schaal1,671 citations
2. A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms ↗Dietrich Wettschereck, David W. Aha, Takao Mohri717 citations
3. Locally Weighted Learning for Control ↗Christopher G. Atkeson, Andrew Moore, Stefan Schaal527 citations
4. Application of Spreading Activation Techniques in Information Retrieval ↗Fábio Crestani452 citations
5. The Racing Algorithm: Model Selection for Lazy Learners ↗Oden Maron, Andrew Moore198 citations
6. IGTree: Using Trees for Compression and Classification in Lazy Learning AlgorithmsWalter M. P. Daelemans, Antal P. J. van den Bosch, Ton Weijters166 citations · our summary
7. Editorial ↗David W. Aha162 citations
8. Special Issue on Lazy Learning ↗David W. Aha97 citations
9. Tolerating Concept and Sampling Shift in Lazy Learning Using Prediction Error Context Switching ↗Marcos Salganicoff97 citations
10. Voting over Multiple Condensed Nearest Neighbors ↗Ethem Alpaydın96 citations

All works of the year (18)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Locally Weighted Learning ↗Christopher G. Atkeson, Andrew Moore, Stefan Schaal1,671 citations
2. A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms ↗Dietrich Wettschereck, David W. Aha, Takao Mohri717 citations
3. Locally Weighted Learning for Control ↗Christopher G. Atkeson, Andrew Moore, Stefan Schaal527 citations
4. Application of Spreading Activation Techniques in Information Retrieval ↗Fábio Crestani452 citations
5. The Racing Algorithm: Model Selection for Lazy Learners ↗Oden Maron, Andrew Moore198 citations
6. IGTree: Using Trees for Compression and Classification in Lazy Learning AlgorithmsWalter M. P. Daelemans, Antal P. J. van den Bosch, Ton Weijters166 citations · our summary
7. Editorial ↗David W. Aha162 citations
8. Special Issue on Lazy Learning ↗David W. Aha97 citations
9. Tolerating Concept and Sampling Shift in Lazy Learning Using Prediction Error Context Switching ↗Marcos Salganicoff97 citations
10. Voting over Multiple Condensed Nearest Neighbors ↗Ethem Alpaydın96 citations
11. Lazy Incremental Learning of Control Knowledge for Efficiently Obtaining Quality Plans ↗Daniel Borrajo, Manuela Veloso82 citations
12. Intelligent Selection of Instances for Prediction Functions in Lazy Learning Algorithms ↗Jianping Zhang, Yee-Sat Yim, Jumming Yang69 citations
13. Control-Sensitive Feature Selection for Lazy Learners ↗Fedro Domingos63 citations
14. A Teaching Strategy for Memory-Based Control ↗John W. Sheppard, Steven L. Salzberg28 citations
15. Computing Optimal Attribute Weight Settings for Nearest Neighbor Algorithms ↗Charles X. Ling, Hangdong Wang23 citations
16. Discretisation in Lazy Learning Algorithms ↗Kai Ming Ting12 citations
17. Lazy Acquisition of Place Knowledge ↗Pat Langley, Karl Pfleger, Mehran Sahami6 citations
18. Expressive Applications of Constraint Logic Programming ↗William B. Day

📄 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. IGTree: Using Trees for Compression and Classification in Lazy Learning AlgorithmsWalter Daelemans, Antal van den Bosch, Ton Weijters1997 · 191 citations

📚 Fields

🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Tilburg UniversityTilburg · Netherlands1 work here🎓Maastricht UniversityMaastricht · Netherlands1 work here

works and citations from OpenAlex and our library.

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