Discovery Science

12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009

By: Jo O. Gama (Editor), Vitor Santos Costa (Editor), Alipio Jorge (Editor)

Write A Review

Paperback | 5 October 2009

At a Glance

Paperback
492 Pages

Dimensions(cm)
23.39 x 15.6 x 2.52

Paperback

$101.07

or 4 interest-free payments of $25.27 with

Aims to ship in 7 to 10 business days

We are pleased to present the proceedings of the 12th International Conference on Discovery Science (DS 2009), held in Porto, Portugal, October 3-5, 2009. DS 2009 was collocated with ALT 2009, the 20th International Conference on AlgorithmicLearningTheory,continuingthesuccessfulDSconferenceseries. DS 2009 provided an open forum for intensive discussions and the exchange of new ideas among researchers working in the area of discovery science. The scope of the conference included the development and analysis of methods for automatic scienti?c knowledge discovery, machine learning, intelligent data analysis, and theory of learning, as well as their applications. We were honored to have a very strong program. Acceptance for the conference proceedings was very compe- tive. There were 92 papers submitted, with the authors coming from roughly 20 di?erent countries. All paperswere reviewedby three senior researchersfollowed by an extensive discussion. The program committee decided to accept 23 long papers (an acceptance rate of 25%) and 12 regular papers. The overall acc- tance rate was 38%. The contributed papers cover a wide range of topics, from discovery in general to data mining in particular. In addition to the technicalpapers, we weredelighted to have?ve prestigious invited speakers and two tutorials. Fernando Pereira, University of Penns- vania, USA, presented new fundamental questions that should be investigated in natural language processing in web mining. Hector Ge?ner, from Pompeu Fabra University, Spain, discussed learning methods for solving complete pl- ning domains.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

Inference and Learning in Planning (Extended Abstract)	p. 1
Mining Heterogeneous Information Networks by Exploring the Power of Links	p. 13
Learning on the Web	p. 31
Learning and Domain Adaptation	p. 32
The Two Faces of Active Learning	p. 35
An Iterative Learning Algorithm for within-Network Regression in the Transductive Setting	p. 36
Detecting New Kinds of Patient Safety Incidents	p. 51
Using Data Mining for Wine Quality Assessment	p. 66
MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio	p. 80
On the Complexity of Constraint-Based Theory Extraction	p. 92
Algorithm and Feature Selection for VegOut: A Vegetation Condition Prediction Tool	p. 107
Regression Trees from Data Streams with Drift Detection	p. 121
Mining Frequent Bipartite Episode from Event Sequences	p. 136
Chronicle: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks	p. 152
Learning Large Margin First Order Decision Lists for Multi-class Classification	p. 168
Ceutrality Measures from Complex Networks in Active Learning	p. 184
Player Modeling for Intelligent Difficulty Adjustment	p. 197
	p. 212
Discovering the Structures of Open Source Programs from Their Developer Mailing Lists	p. 227
A Comparison of Community Detection Algorithms on Artificial Networks	p. 242
Towards an Ontology of Data Mining Investigations	p. 257
OMFP: An Approach for Online Mass Flow Prediction in CFB Boilers	p. 272
C-DenStream: Using Domain Knowledge on a Data Stream	p. 287
Discovering Influential Nodes for SIS Models in Social Networks	p. 302
An Empirical Comparison of Probability Estimation Techniques for Probabilistic Rules	p. 317
Precision and Recall for Regression	p. 332
Mining Local Correlation Patterns in Sets of Sequences	p. 347
Subspace Discovery for Promotion: A Cell Clustering Approach	p. 362
Contrasting Sequence Groups by Emerging Sequences	p. 377
A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams	p. 385
A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks	p. 393
Linear Programming Boosting by Column and Row Generation	p. 401
Discovering Abstract Concepts to Aid Cross-Map Transfer for a Learning Agent	p. 409
A Dialectic Approach to Problem-Solving	p. 417
Gene Functional Annotation with Dynamic Hierarchical Classification Guided by Orthologs	p. 425
Stream Clustering of Growing Objects	p. 433
Finding the k-Most Abnormal Subgraphs from a Single Graph	p. 441
Latent Topic Extraction from Relational Table for Record Matching	p. 449
Computing a Comprehensible Model for Spam Filtering	p. 457
Better Decomposition Heuristics for the Maximum-Weight Connected Graph Problem Using Betweenness Centrality	p. 465
Author Index	p. 473
Table of Contents provided by Ingram. All Rights Reserved.

Discovery Science

12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Artificial Intelligence

Co-Intelligence

Living and Working with AI

Hands-On Machine Learning with C++ - Second Edition

Build, train, and deploy end-to-end machine learning and deep learning pipelines

Fuzzy Methods for Assessment and Decision Making

Adopting Artificial Intelligence Tools in Higher Education

Teaching and Learning

Smart Applications and Data Analysis

5th International Conference, SADASC 2024, Tangier, Morocco, April 18-20, 2024, Proceedings, Part I

Let's Learn To Prompt

Biostatistics in Biopharmaceutical Research and Development

Clinical Trial Design, Volume 1

The Rise of Intelligent Machines

A Multi-disciplinary Perspective from Industry and Impact on Higher Education

The Rise of Intelligent Machines

A Multi-disciplinary Perspective from Industry and Impact on Higher Education

The ChatGPT Revolution

2nd Edition - Get Curious, Get Productive and Get Creative with AI

AI Snake Oil

What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference

How We Learn

The New Science of Education and the Brain

Artificial Intelligence

A Modern Approach, 4th Global Edition

Life 3.0

Being Human in the Age of Artificial Intelligence

R for Data Science

Import, Tidy, Transform, Visualize, and Model Data

Supremacy

AI, ChatGPT and the Race that Will Change the World

Code Dependent

Living in the Shadow of AI - Shortlisted for the Women's Prize for Non-Fiction

Deciphering Data Architectures

Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh

AI Engineering

Building Applications with Foundation Models

Introduction to Machine Learning with Python

A Guide for Data Scientists

2054

A Novel

Natural Language Processing with Transformers, Revised Edition

Scary Smart

The Future of Artificial Intelligence and How You Can Save Our World

Data Governance: The Definitive Guide

People, Processes, and Tools to Operationalize Data Trustworthiness

This product is categorised by