--- title: "Artificial Intelligence Review 1997 — papers — Elamur Research" description: "Artificial Intelligence Review 1997 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations." canonical: "https://research.elamur.ai/free/en/venues/artificial-intelligence-review/1997/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/artificial-intelligence-review/1997/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Artificial Intelligence Review](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/) / 1997 # 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. [**18** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/1997/#works) · [**191** citations of these works](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/1997/#works) ## 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 ↗](https://doi.org/10.1023/a:1006559212014)**Christopher G. Atkeson, Andrew Moore, Stefan Schaal*1,671 citations* 2. **[A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms ↗](https://doi.org/10.1023/a:1006593614256)**Dietrich Wettschereck, David W. Aha, Takao Mohri*717 citations* 3. **[Locally Weighted Learning for Control ↗](https://doi.org/10.1023/a:1006511328852)**Christopher G. Atkeson, Andrew Moore, Stefan Schaal*527 citations* 4. **[Application of Spreading Activation Techniques in Information Retrieval ↗](https://doi.org/10.1023/a:1006569829653)**Fábio Crestani*452 citations* 5. **[The Racing Algorithm: Model Selection for Lazy Learners ↗](https://doi.org/10.1023/a:1006556606079)**Oden Maron, Andrew Moore*198 citations* 6. **[IGTree: Using Trees for Compression and Classification in Lazy Learning Algorithms](https://md.research.elamur.ai/free/en/papers/daelemans-1997-igtree-trees-compression-classification-lazy/)**Walter M. P. Daelemans, Antal P. J. van den Bosch, Ton Weijters*166 citations · our summary* 7. **[Editorial ↗](https://doi.org/10.1023/a:1006538427943)**David W. Aha*162 citations* 8. **[Special Issue on Lazy Learning ↗](https://ci.nii.ac.jp/naid/30012639588)**David W. Aha*97 citations* 9. **[Tolerating Concept and Sampling Shift in Lazy Learning Using Prediction Error Context Switching ↗](https://doi.org/10.1023/a:1006515405170)**Marcos Salganicoff*97 citations* 10. **[Voting over Multiple Condensed Nearest Neighbors ↗](https://doi.org/10.1023/a:1006563312922)**Ethem Alpaydın*96 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 ↗](https://doi.org/10.1023/a:1006559212014)**Christopher G. Atkeson, Andrew Moore, Stefan Schaal*1,671 citations* 2. **[A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms ↗](https://doi.org/10.1023/a:1006593614256)**Dietrich Wettschereck, David W. Aha, Takao Mohri*717 citations* 3. **[Locally Weighted Learning for Control ↗](https://doi.org/10.1023/a:1006511328852)**Christopher G. Atkeson, Andrew Moore, Stefan Schaal*527 citations* 4. **[Application of Spreading Activation Techniques in Information Retrieval ↗](https://doi.org/10.1023/a:1006569829653)**Fábio Crestani*452 citations* 5. **[The Racing Algorithm: Model Selection for Lazy Learners ↗](https://doi.org/10.1023/a:1006556606079)**Oden Maron, Andrew Moore*198 citations* 6. **[IGTree: Using Trees for Compression and Classification in Lazy Learning Algorithms](https://md.research.elamur.ai/free/en/papers/daelemans-1997-igtree-trees-compression-classification-lazy/)**Walter M. P. Daelemans, Antal P. J. van den Bosch, Ton Weijters*166 citations · our summary* 7. **[Editorial ↗](https://doi.org/10.1023/a:1006538427943)**David W. Aha*162 citations* 8. **[Special Issue on Lazy Learning ↗](https://ci.nii.ac.jp/naid/30012639588)**David W. Aha*97 citations* 9. **[Tolerating Concept and Sampling Shift in Lazy Learning Using Prediction Error Context Switching ↗](https://doi.org/10.1023/a:1006515405170)**Marcos Salganicoff*97 citations* 10. **[Voting over Multiple Condensed Nearest Neighbors ↗](https://doi.org/10.1023/a:1006563312922)**Ethem Alpaydın*96 citations* 11. **[Lazy Incremental Learning of Control Knowledge for Efficiently Obtaining Quality Plans ↗](https://doi.org/10.1023/a:1006549800144)**Daniel Borrajo, Manuela Veloso*82 citations* 12. **[Intelligent Selection of Instances for Prediction Functions in Lazy Learning Algorithms ↗](https://doi.org/10.1023/a:1006500703083)**Jianping Zhang, Yee-Sat Yim, Jumming Yang*69 citations* 13. **[Control-Sensitive Feature Selection for Lazy Learners ↗](https://doi.org/10.1023/a:1006508722917)**Fedro Domingos*63 citations* 14. **[A Teaching Strategy for Memory-Based Control ↗](https://doi.org/10.1023/a:1006597715165)**John W. Sheppard, Steven L. Salzberg*28 citations* 15. **[Computing Optimal Attribute Weight Settings for Nearest Neighbor Algorithms ↗](https://doi.org/10.1023/a:1006560730186)**Charles X. Ling, Hangdong Wang*23 citations* 16. **[Discretisation in Lazy Learning Algorithms ↗](https://doi.org/10.1023/a:1006504622008)**Kai Ming Ting*12 citations* 17. **[Lazy Acquisition of Place Knowledge ↗](https://doi.org/10.1023/a:1006545731094)**Pat Langley, Karl Pfleger, Mehran Sahami*6 citations* 18. **[Expressive Applications of Constraint Logic Programming ↗](https://doi.org/10.1023/a:1017967318323)**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 Algorithms**Walter Daelemans, Antal van den Bosch, Ton Weijters*1997 · 191 citations*](https://md.research.elamur.ai/free/en/papers/daelemans-1997-igtree-trees-compression-classification-lazy/) ## Fields [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Antal van den Bosch**1 work here · 191 citations](https://md.research.elamur.ai/free/en/authors/antal-van-den-bosch/) · [🧑‍🔬**Walter Daelemans**1 work here · 191 citations](https://md.research.elamur.ai/free/en/authors/walter-daelemans/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**Tilburg University** Tilburg · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/tilburg-university/) · [🎓**Maastricht University** Maastricht · Netherlands 1 work here](https://md.research.elamur.ai/free/en/universities/maastricht-university/) works and citations from OpenAlex and our library. - [next → Artificial Intelligence Review 2023](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/2023/) - [↑ back to Artificial Intelligence Review](https://md.research.elamur.ai/free/en/venues/artificial-intelligence-review/)