Discovery Science 13th International Conference, DS 2010, Canberra, Australia, October 6-8, 2010. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Pfahringer, Bernhard (Επιμελητής έκδοσης), Holmes, Geoff (Επιμελητής έκδοσης), Hoffmann, Achim (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
• Σειρά: Lecture Notes in Computer Science, 6332
• Θέματα: Computer science.; Algorithms.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Information Storage and Retrieval.; Information Systems Applications (incl. Internet).; Database Management.; Data Mining and Knowledge Discovery.; Algorithm Analysis and Problem Complexity.

Πίνακας περιεχομένων:

• Sentiment Knowledge Discovery in Twitter Streaming Data
• A Similarity-Based Adaptation of Naive Bayes for Label Ranking: Application to the Metalearning Problem of Algorithm Recommendation
• Topology Preserving SOM with Transductive Confidence Machine
• An Artificial Experimenter for Enzymatic Response Characterisation
• Subgroup Discovery for Election Analysis: A Case Study in Descriptive Data Mining
• On Enumerating Frequent Closed Patterns with Key in Multi-relational Data
• Why Text Segment Classification Based on Part of Speech Feature Selection
• Speeding Up and Boosting Diverse Density Learning
• Incremental Learning of Cellular Automata for Parallel Recognition of Formal Languages
• Sparse Substring Pattern Set Discovery Using Linear Programming Boosting
• Discovery of Super-Mediators of Information Diffusion in Social Networks
• Integer Linear Programming Models for Constrained Clustering
• Efficient Visualization of Document Streams
• Bridging Conjunctive and Disjunctive Search Spaces for Mining a New Concise and Exact Representation of Correlated Patterns
• Graph Classification Based on Optimizing Graph Spectra
• Algorithm for Detecting Significant Locations from Raw GPS Data
• Discovery of Conservation Laws via Matrix Search
• Gaussian Clusters and Noise: An Approach Based on the Minimum Description Length Principle
• Exploiting Code Redundancies in ECOC
• Concept Convergence in Empirical Domains
• Equation Discovery for Model Identification in Respiratory Mechanics of the Mechanically Ventilated Human Lung
• Mining Class-Correlated Patterns for Sequence Labeling
• ESTATE: Strategy for Exploring Labeled Spatial Datasets Using Association Analysis
• Adapted Transfer of Distance Measures for Quantitative Structure-Activity Relationships
• Incremental Mining of Closed Frequent Subtrees
• Optimal Online Prediction in Adversarial Environments
• Discovery of Abstract Concepts by a Robot
• Contrast Pattern Mining and Its Application for Building Robust Classifiers
• Towards General Algorithms for Grammatical Inference
• The Blessing and the Curse of the Multiplicative Updates.