{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,2]],"date-time":"2025-11-02T16:24:16Z","timestamp":1762100656264},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540439417"},{"type":"electronic","value":"9783540456223"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2002]]},"DOI":"10.1007\/3-540-45622-8_25","type":"book-chapter","created":{"date-parts":[[2007,5,23]],"date-time":"2007-05-23T14:45:20Z","timestamp":1179931520000},"page":"316-323","source":"Crossref","is-referenced-by-count":24,"title":["Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction"],"prefix":"10.1007","author":[{"given":"Jun","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adrian","family":"Silvescu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vasant","family":"Honavar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2002,7,9]]},"reference":[{"key":"25_CR1","doi-asserted-by":"crossref","unstructured":"Almuallim H., Akiba, Y., Kaneda, S.: On Handling Tree-Structured Attributes. Proceedings of the Twelfth International Conference on Machine Learning (1995)","DOI":"10.1016\/B978-1-55860-377-6.50011-6"},{"key":"25_CR2","unstructured":"Andorf, C., Dobbs, D., Honavar, V.: Discovering Protein Function Classification Rules from Reduced Alphabet Representations of Protein Sequences. Proceedings of the Conference on Computational Biology and Genome Informatics. Durham, North Carolina (2002)"},{"issue":"2","key":"25_CR3","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1006\/knac.1993.1008","volume":"5","author":"T. R. Gruber","year":"1993","unstructured":"Gruber T. R.: A translation approach to portable ontology specifications. Knowledge Acquisition, 5(2):199\u2013220, (1993)","journal-title":"Knowledge Acquisition"},{"key":"25_CR4","unstructured":"Han, J., Fu, Y.: Exploration of the Power of Attribute-Oriented Induction in Data Mining. U.M. Fayyad, el al. (eds.), Advances in Knowledge Discovery and Data Mining. AAAI\/MIT Press (1996)"},{"key":"25_CR5","unstructured":"Heflin, J., Hendler, J., Luke, S.: Coping with Changing Ontologies in a Distributed Environment. Ontology Management. Papers from the AAAI Workshop. WS-99-13. AAAI Press (1999)"},{"key":"25_CR6","unstructured":"Honavar, V., Silvescu, A., Reinoso-Castillo, J., Andorf, C., Dobbs, D.: Ontology-Driven Information Extraction and Knowledge Acquisition from Heterogeneous, Distributed Biological Data Sources. Proceedings of the IJCAI-2001 Workshop on Knowledge Discovery from Heterogeneous, Distributed, Autonomous, Dynamic Data and Knowledge Sources. (2001)"},{"key":"25_CR7","unstructured":"Reinoso-Castillo, J.: An Ontology-Driven Query-Centric Approach to Information Integration from Heterogeneous, Distributed, Autonomous Data Sources. Masters Thesis. Artificial Intelligence Research Laboratory, Iowa State University, June 2002."},{"key":"25_CR8","unstructured":"Kamber, M., Winstone, L., Gong, W., Cheng, S., Han, J.: Generalization and Decision Tree Induction: Efficient Classification in Data Mining, Proc. of 1997 Int\u2019l Workshop on Research Issues on Data Engineering (RIDE\u201997) Birmingham, England, April (1997)"},{"key":"25_CR9","volume-title":"C4.5: Programs for machine learning","author":"J. R. Quinlan","year":"1992","unstructured":"Quinlan, J. R.: C4.5: Programs for machine learning. San Mateo, CA: Morgan Kaufmann (1992)"},{"key":"25_CR10","unstructured":"Silvescu, A., Caragea, D., and Honavar, V.: Learning Decision Tree Classifiers When Classes are not Mutually Exclusive. To appear. (2002)"},{"key":"25_CR11","volume-title":"Knowledge Representation: Logical, Philosophical, and Computational Foundations","author":"J. Sowa","year":"2000","unstructured":"Sowa, J.: Knowledge Representation: Logical, Philosophical, and Computational Foundations. Brooks Cole Publishing Co., Pacific Grove, CA (2000)"},{"key":"25_CR12","unstructured":"Taylor, M., Stoffel, K., Hendler, J.: Ontology-based Induction of High Level Classification Rules. SIGMOD Data Mining and Knowledge Discovery workshop proceedings. Tuscon, Arizona (1997)"},{"key":"25_CR13","unstructured":"Walker, A.: On retrieval from a small version of a large database. VLDB Conference (1980)"}],"container-title":["Lecture Notes in Computer Science","Abstraction, Reformulation, and Approximation"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-45622-8_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,28]],"date-time":"2019-04-28T03:31:18Z","timestamp":1556422278000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-45622-8_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002]]},"ISBN":["9783540439417","9783540456223"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/3-540-45622-8_25","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2002]]}}}