000 -LEADER |
fixed length control field |
05596nam a22006015i 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
ISBN |
9783540754886 |
-- |
978-3-540-75488-6 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.3 |
245 10 - TITLE STATEMENT |
Title |
Discovery Science |
Sub Title |
10th International Conference, DS 2007 Sendai, Japan, October 1-4, 2007. Proceedings / |
Statement of responsibility, etc |
edited by Vincent Corruble, Masayuki Takeda, Einoshin Suzuki. |
260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication |
Berlin, Heidelberg : |
Name of publisher |
Springer Berlin Heidelberg, |
Year of publication |
2007. |
300 ## - PHYSICAL DESCRIPTION |
Number of Pages |
XI, 300 p. |
Other physical details |
online resource. |
490 1# - SERIES STATEMENT |
Series statement |
Lecture Notes in Computer Science, |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
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. |
520 ## - SUMMARY, ETC. |
Summary, etc |
This volume contains the papers presented at DS-2007:The Tenth International Conference on Discovery Science held in Sendai, Japan, October 1–4, 2007. The main objective of the Discovery Science (DS) conference series is to p- vide an open forum for intensive discussions and the exchange of new ideas and information among researchers working in the area of automating scienti?c d- covery or working on tools for supporting the human process of discovery in science. It has been a successful arrangement in the past to co-locate the DS conference with the International Conference on Algorithmic Learning Theory (ALT). ThiscombinationofALTandDSallowsforacomprehensivetreatmentof the whole range, from theoretical investigations to practical applications. C- tinuing this tradition, DS 2007 was co-located with the 18th ALT conference (ALT 2007). The proceedings of ALT 2007 were published as a twin volume 4754 of the LNCS series. The International Steering Committee of the Discovery Science conference series provided important advice on a number of issues during the planning of Discovery Science 2007. The members of the Steering Committee are Einoshin Suzuki (Kyushu University, Chair), Achim G. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer science. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Database management. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Information storage and retrieval systems. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Artificial intelligence. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Information systems. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Social sciences |
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer Science. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Artificial Intelligence (incl. Robotics). |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Database Management. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Information Storage and Retrieval. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer Appl. in Administrative Data Processing. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer Appl. in Social and Behavioral Sciences. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Corruble, Vincent. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Takeda, Masayuki. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Suzuki, Einoshin. |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-3-540-75488-6 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Koha item type |
E-BOOKS |
264 #1 - |
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Berlin, Heidelberg : |
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Springer Berlin Heidelberg, |
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2007. |
336 ## - |
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online resource |
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347 ## - |
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text file |
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PDF |
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830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
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0302-9743 ; |