Communications and Discoveries from Multidisciplinary Data

by Iwata, Shuichi; Ohsawa, Yukio; Tsumoto, Shusaku; Zhong, Ning; Shi, Yong

• ISBN13: 9783540787327
• ISBN10: 3540787321
• Format: Hardcover
• Copyright: 2008-10-04
• Publisher: Springer Verlag

Summary

A number of urgent problems are rising to human life: The attack of terrorists is hard to predict, due to the hidden leaderships. New diseases are hard to extinguish, due to their new causes. Products may be shortly abandoned, due to the appearance of new desires.

Table of Contents

Scientific "Agendum" of Data Science	p. VII
Thought, Communication, and Actions
Sharing Representations and Creating Chances through Cognitive Niche Construction. The Role of Affordances and Abduction	p. 3
Discovering and Communicating through Multimodal Abduction	p. 41
Creative Community Working on Multidisciplinary Data
Augmented Analytical Exploitation of a Scientific Forum	p. 65
Multi-Data Mining for Understanding Leadership Behavior	p. 81
Discussion Visualization on a Bulletin Board System	p. 95
Design of BBS with Visual Representation for Online Data Analysis	p. 111
A Study on Web Clustering with Respect to XiangShan Science Conference	p. 127
Discoveries from Data and Application to Business
A Multilevel Integration Approach for E-Finance Portal Development	p. 139
Integrated Design Framework for Embedded GUI System	p. 157
A Unified Probabilistic Inference Model for Targeted Marketing	p. 171
Computational Methods for Discoveries from Integrated Data - Human-Interactive Annealing for Multilateral Observation	p. 187
Human-Interactive Annealing Process with Pictogram for Extracting New Scenarios for Patent Technology	p. 205
Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks	p. 221
A Framework of Knowledge Management Platform for Middle and Small Business	p. 233
Mining Risks from Multidisciplinary Data
Discovery of Clusters from Proximity Data: An Approach Using Iterative Adjustment of Binary Classifications	p. 251
Evaluating Learning Algorithms to Support Human Rule Evaluation with Predicting Interestingness Based on Objective Rule Evaluation Indices	p. 269
Risk Mining for Infection Control	p. 283
Evaluating the Error Risk of Email Filters Based on ROC Curve Analysis	p. 299
Categorized and Integrated Data Mining of Medical Data	p. 315
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods	p. 331
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