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서지주요정보
Discovery Science: 10th International Conference, DS 2007 Sendai, Japan, October 1-4, 2007. Proceedings
서명 / 저자 Discovery Science [electronic resource] : 10th International Conference, DS 2007 Sendai, Japan, October 1-4, 2007. Proceedings / edited by Vincent Corruble, Masayuki Takeda, Einoshin Suzuki.
저자명 Corruble, Vincent. editor. edt http://id.loc.gov/vocabulary/relators/edt ; Takeda, Masayuki. editor. edt http://id.loc.gov/vocabulary/relators/edt ; Suzuki, Einoshin. editor. edt http://id.loc.gov/vocabulary/relators/edt
단체명 SpringerLink (Online service)
판사항 1st ed. 2007.
발행사항 Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
총서명 Lecture Notes in Artificial Intelligence, 2945-9141 ; 4755
Online Access https://doi.org/10.1007/978-3-... URL

서지기타정보

서지기타정보
ISBN 9783540754886
기타 표준번호 10.1007/978-3-540-75488-6
청구기호 Q174-175.3
형태사항 XI, 300 p. online resource.
언어 English
내용 Invited Papers -- Challenge for Info-plosion -- Machine Learning in Ecosystem Informatics -- Simple Algorithmic Principles of Discovery, Subjective Beauty, Selective Attention, Curiosity & Creativity -- A Theory of Similarity Functions for Learning and Clustering -- A Hilbert Space Embedding for Distributions -- Long Papers -- Time and Space Efficient Discovery of Maximal Geometric Graphs -- Iterative Reordering of Rules for Building Ensembles Without Relearning -- On Approximating Minimum Infrequent and Maximum Frequent Sets -- A Partially Dynamic Clustering Algorithm for Data Insertion and Removal -- Positivism Against Constructivism: A Network Game to Learn Epistemology -- Learning Locally Weighted C4.4 for Class Probability Estimation -- User Preference Modeling from Positive Contents for Personalized Recommendation -- Reducing Trials by Thinning-Out in Skill Discovery -- A Theoretical Study on Variable Ordering of Zero-Suppressed BDDs for Representing Frequent Itemsets -- Fast NML Computation for Naive Bayes Models -- Unsupervised Spam Detection Based on String Alienness Measures -- A Consequence Finding Approach for Full Clausal Abduction -- Literature-Based Discovery by an Enhanced Information Retrieval Model -- Discovering Mentorship Information from Author Collaboration Networks -- Active Contours as Knowledge Discovery Methods -- An Efficient Polynomial Delay Algorithm for Pseudo Frequent Itemset Mining -- Discovering Implicit Feedbacks from Search Engine Log Files -- Regular Papers -- Pharmacophore Knowledge Refinement Method in the Chemical Structure Space -- An Attempt to Rebuild C. Bernard’s Scientific Steps -- Semantic Annotation of Data Tables Using a Domain Ontology -- Model Selection and Estimation Via Subjective User Preferences -- Detecting Concept Drift Using Statistical Testing -- Towards Future Technology Projection: A Method for Extracting Capability Phrases from Documents -- Efficient Incremental Mining of Top-K Frequent Closed Itemsets -- An Intentional Kernel Function for RNA Classification -- Mining Subtrees with Frequent Occurrence of Similar Subtrees -- Semantic Based Real-Time Clustering for PubMed Literatures.
주제 Science --Philosophy.
Artificial intelligence.
Database management.
Information storage and retrieval systems.
Information technology --Management.
Social sciences --Data processing.
Philosophy of Science.
Artificial Intelligence.
Database Management.
Information Storage and Retrieval.
Computer Application in Administrative Data Processing.
Computer Application in Social and Behavioral Sciences.
보유판 및 특별호 저록 Springer Nature eBook
Printed edition: 9783540844693 Printed edition: 9783540754879
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