New frontiers in applied data minig : PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008 : revised selected papers
著者
書誌事項
New frontiers in applied data minig : PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008 : revised selected papers
(Lecture notes in computer science, 5433 . Lecture notes in artificial intelligence)
Springer, c2009
- タイトル別名
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New frontiers in applied data minig : PAKDD 2008 International Workshops, Osaka, Japan, May 2008 : revised selected papers
大学図書館所蔵 全3件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Other editors: Takashi Washio, Shin-ichi Minato, Shusaku Tsumoto, Takashi Onoda, Seiji Yamada, Akihiro Inokuchi
Includes bibliographical references and index
内容説明・目次
内容説明
This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented were carefully reviewed and selected from 38 submissions. The International Workshop on Algorithms for Large-Sale Information Processing in Knowledge Discovery (ALSIP) focused on exchanging fresh ideas on large-scale data processing in the problems of data mining, clustering, machine learning, statistical analysis, and other computational aspects of knowledge discovery problems. The Workshop on Data Mining for Decision Making and Risk Management (DMDRM) covered data mining and machine learning approaches, statistical approaches, chance discovery, active mining and application of these techniques to medicine, marketing, security, decision support in business, social activities, human relationships, chemistry and sensor data. The Workshop on Interactive Data Mining Overview (IDM) discussed various interactive data mining researches such as interactive information retrieval, information gathering sysetms, personalization systems, recommendation systems, user interfaces.
目次
Workshop of ALSIP 2008.- Flexible Framework for Time-Series Pattern Matching over Multi-dimension Data Stream.- An Adaptive Algorithm for Splitting Large Sets of Strings and Its Application to Efficient External Sorting.- Incrementally Mining Recently Repeating Patterns over Data Streams.- A Graph-Based Approach for Sentiment Sentence Extraction.- Fuzzy Weighted Association Rule Mining with Weighted Support and Confidence Framework.- A Framework for Mining Fuzzy Association Rules from Composite Items.- Mining Mutually Dependent Ordered Subtrees in Tree Databases.- A Tree Distance Function Based on Multi-sets.- Sibling Distance for Rooted Labeled Trees.- Kernel Functions Based on Derivation.- Workshop of DMDRM 2008.- Dynamic Bayesian Networks for Acquisition Pattern Analysis: A Financial-Services Cross-Sell Application.- An Automata Based Authorship Identification System.- Detection of Risk Factors as Temporal Data Mining.- Workshop of IDM 2008.- Two-Phased Active Support Kernel Machine Learning.- Extracting Topic Maps from Web Pages.- Interactive Abnormal Condition Sign Discovery for Hydroelectric Power Plants.- Interactive Visualization System for Decision Making Support in Online Shopping.- A Method to Recognize and Count Leaves on the Surface of a River Using User's Knowledge about Color of Leaves.
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