Communications and Discoveries from Multidisciplinary Data / Edition 1

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More About This Textbook

Overview

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.
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Product Details

  • ISBN-13: 9783540787327
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 10/10/2008
  • Series: Studies in Computational Intelligence Series , #123
  • Edition description: 2008
  • Edition number: 1
  • Pages: 340
  • Product dimensions: 6.30 (w) x 9.40 (h) x 0.90 (d)

Table of Contents

Scientific "Agendum" of Data Science Shuichi Iwata VII

Part I Thought, Communication, and Actions

1 Sharing Representations and Creating Chances through Cognitive Niche Construction. The Role of Affordances and Abduction Lorenzo Magnani Emanuele Bardone 3

2 Discovering and Communicating through Multimodal Abduction Lorenzo Magnani 41

Part II Creative Community Working on Multidisciplinary Data

3 Augmented Analytical Exploitation of a Scientific Forum Xijin Tang Yijun Liu Wen Zhang 65

4 Multi-Data Mining for Understanding Leadership Behavior Naohiro Matsumura Yoshihiro Sasaki 81

5 Discussion Visualization on a Bulletin Board System Wataru Sunayama 95

6 Design of BBS with Visual Representation for Online Data Analysis Yasufumi Takama Yuta Seo 111

7 A Study on Web Clustering with Respect to XiangShan Science Conference Wen Zhang Xijin Tang 127

Part III Discoveries from Data and Application to Business

8 A Multilevel Integration Approach for E-Finance Portal Development Jia Hu Ning Zhong 139

9 Integrated Design Framework for Embedded GUI System Noriyuki Kushiro Yukio Ohsawa 157

10 A Unified Probabilistic Inference Model for Targeted Marketing Jiajin Huang Ning Zhong 171

11 Computational Methods for Discoveries from Integrated Data - Human-Interactive Annealing for Multilateral Observation Yoshiharu Maeno Kenichi Horie Yukio Ohsawa 187

12 Human-Interactive Annealing Process with Pictogram for Extracting New Scenarios for Patent Technology Kenichi Horie Yoshiharu Maeno Yukio Ohsawa 205

13 Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks Ajith Abraham Crina Grosan Stefan Tigan 221

14 A Framework of Knowledge Management Platform for Middleand Small Business Xingsen Li Jun Li Yuejin Zhang Yong Shi 233

Part IV Mining Risks from Multidisciplinary Data

15 Discovery of Clusters from Proximity Data: An Approach Using Iterative Adjustment of Binary Classifications Shoji Hirano Shusaku Tsumoto 251

16 Evaluating Learning Algorithms to Support Human Rule Evaluation with Predicting Interestingness Based on Objective Rule Evaluation Indices Hidenao Abe Shusaku Tsumoto Miho Ohsaki Takahira Yamaguchi 269

17 Risk Mining for Infection Control Shusaku Tsumoto Kimiko Matsuoka Shigeki Yokoyama 283

18 Evaluating the Error Risk of Email Filters Based on ROC Curve Analysis Wenbin Li Ning Zhong Chunnian Liu 299

19 Categorized and Integrated Data Mining of Medical Data Akinori Abe Norihiro Hagita Michiko Furutani Yoshiyuki Furutani Rumiko Matsuoka 315

20 Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods Yi Peng Gang Kou Yong Shi Zhengxin Chen 331

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