Foundations of data mining and knowledge discovery [electronic resource] / Tsau Young Lin [and others] (eds.).
- Published
- Berlin : Springer-Verlag, [2005]
- Copyright Date
- ©2005
- Physical Description
- 1 volume
- Additional Creators
- Lin, Tsau Y., 1937-, SpringerLink (Online service), and Pacific-Asia Conference on Knowledge Discovery and Data Mining (6th : 2002 : Taipei, Taiwan)
Access Online
- Online version: ezaccess.libraries.psu.edu
- Series
- Contents
- Knowledge Discovery as Translation / Setsuo Ohsuga -- Mathematical Foundation of Association Rules - Mining Associations by Solving Integral Linear Inequalities / T.Y. Lin -- Comparative Study of Sequential Pattern Mining Models / Hye-Chung (Monica) Kum, Susan Paulsen, Wei Wang -- Designing Robust Regression Models / Murlikrishna Viswanathan, Kotagiri Ramamohanarao -- A Probabilistic Logic-based Framework for Characterizing Knowledge Discovery in Databases / Ying Xie, Vijay V. Raghavan -- A Careful Look at the Use of Statistical Methodology in Data Mining / Norman Matloff -- Justification and Hypothesis Selection in Data Mining / Tuan-Fang Fan, Duen-Ren Liu, Churn-Jung Liau -- On Statistical Independence in a Contingency Table / Shusaku Tsumoto -- A Comparative Investigation on Model Selection in Binary Factor Analysis / Yujia An, Xuelei Hu, Lei Xu -- Extraction of Generalized Rules with Automated Attribute Abstraction / Yohji Shidara, Mineichi Kudo, Atsuyoshi Nakamura -- Decision Making Based on Hybrid of Multi-Knowledge and Naive Bayes Classifier / QingXiang Wu, David Bell, Martin McGinnity, Gongde Guo -- First-Order Logic Based Formalism for Temporal Data Mining / Paul Cotofrei, Kilian Stoffel -- An Alternative Approach to Mining Association Rules / Jan Rauch, Milan Simunek -- Direct Mining of Rules from Data with Missing Values / Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov -- Cluster Identification Using Maximum Configuration Entropy / C.H. Li -- Mining Small Objects in Large Images Using Neural Networks / Mengjie Zhang -- Improved Knowledge Mining with the Multimethod Approach / Mitja Lenic, Peter Kokol, Milan Zorman, Petra Povalej, Bruno Stiglic, Ryuichi Yamamoto -- Posting Act Tagging Using Transformation-Based Learning / Tianhao Wu, Faisal M. Khan, Todd A. Fisher, Lori A. Shuler, William M. Pottenger -- Identification of Critical Values in Latent Semantic Indexing / April Kontostathis, William M. Pottenger, Brian D. Davison -- Reporting Data Mining Results in a Natural Language / Petr Strossa, Zdenek Cerny, Jan Rauch -- An Algorithm to Calculate the Expected Value of an Ongoing User Session / S. Millan, E. Menasalvas, M. Hadjimichael, E. Hochsztain
- Subject(s)
- ISBN
- 9783540324089
- Note
- Description based on print version record.
"...a preliminary workshop ... held on May 6, 2002, at the Grand Hotel, Taipei, Taiwan, as part of the 6th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-02)."--Pref.
AVAILABLE ONLINE TO AUTHORIZED PSU USERS. - Bibliography Note
- Includes bibliographical references.
- Reproduction Note
- Electronic reproduction. Berlin : Springer, 2005. Mode of access: World Wide Web. Available via SpringerLink.
View MARC record | catkey: 4206692