Discovery Science 4th International Conference, DS 2001, Washington, DC, USA, November 25-28, 2001 Proceedings /

These are the conference proceedings of the 4th International Conference on Discovery Science (DS 2001). Although discovery is naturally ubiquitous in s- ence, and scientific discovery itself has been subject to scientific investigation for centuries, the term Discovery Science is comparably new. It...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Jantke, Klaus P. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Shinohara, Ayumi (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2001.
Έκδοση:1st ed. 2001.
Σειρά:Lecture Notes in Artificial Intelligence ; 2226
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Invited Papers
  • The Discovery Science Project in Japan
  • Discovering Mechanisms: A Computational Philosophy of Science Perspective
  • Queries Revisited
  • Inventing Discovery Tools: Combining Information Visualization with Data Mining
  • Robot Baby 2001
  • Regular Papers
  • VML: A View Modeling Language for Computational Knowledge Discovery
  • Computational Discovery of Communicable Knowledge: Symposium Report
  • Bounding Negative Information in Frequent Sets Algorithms
  • Functional Trees
  • Spherical Horses and Shared Toothbrushes: Lessons Learned from a Workshop on Scientific and Technological Thinking
  • Clipping and Analyzing News Using Machine Learning Techniques
  • Towards Discovery of Deep and Wide First-Order Structures: A Case Study in the Domain of Mutagenicity
  • Eliminating Useless Parts in Semi-structured Documents Using Alternation Counts
  • Multicriterially Best Explanations
  • Constructing Approximate Informative Basis of Association Rules
  • Passage-Based Document Retrieval as a Tool for Text Mining with User's Information Needs
  • Automated Formulation of Reactions and Pathways in Nuclear Astrophysics: New Results
  • An Integrated Framework for Extended Discovery in Particle Physics
  • Stimulating Discovery
  • Assisting Model-Discovery in Neuroendocrinology
  • A General Theory of Deduction,Induction,and Learning
  • Learning Conformation Rules
  • Knowledge Navigation on Visualizing Complementary Documents
  • KeyWorld:Extracting Keywords from Document s Small World
  • A Method for Discovering Purified Web Communities
  • Divide and Conquer Machine Learning for a Genomics Analogy Problem
  • Towards a Method of Searching a Diverse Theory Space for Scientific Discovery
  • Effcient Local Search in Conceptual Clustering
  • Computational Revision of Quantitative Scientific Models
  • An Efficient Derivation for Elementary Formal Systems Based on Partial Unification
  • Worst-Case Analysis of Rule Discovery
  • Mining Semi-structured Data by Path Expressions
  • Theory Revision in Equation Discovery
  • Simplified Training Algorithms for Hierarchical Hidden Markov Models
  • Discovering Repetitive Expressions and Affinities from Anthologies of Classical Japanese Poems
  • Poster Papers
  • Web Site Rating and Improvement Based on Hyperlink Structure
  • A Practical Algorithm to Find the Best Episode Patterns
  • Interactive Exploration of Time Series Data
  • Clustering Rules Using Empirical Similarity of Support Sets
  • Computational Lessons from a Cognitive Study of Invention
  • Component-Based Framework for Virtual Information Materialization
  • Dynamic Aggregation to Support Pattern Discovery: A Case Study with Web Logs
  • Separation of Photoelectrons via Multivariate Maxwellian Mixture Model
  • Logic of Drug Discovery: A Descriptive Model of a Practice in Neuropharmacology
  • SCOOP: A Record Extractor without Knowledge on Input
  • Meta-analysis of Mutagenes Discovery.