06420nam 22008415 450 99646588890331620200701052513.03-642-00399-010.1007/978-3-642-00399-8(CKB)1000000000714670(SSID)ssj0000319170(PQKBManifestationID)11937710(PQKBTitleCode)TC0000319170(PQKBWorkID)10336325(PQKB)10408753(DE-He213)978-3-642-00399-8(MiAaPQ)EBC3063959(PPN)132874881(EXLCZ)99100000000071467020100301d2009 u| 0engurnn#008mamaatxtccrNew Frontiers in Applied Data Mining[electronic resource] PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008, Revised Selected Papers /edited by Sanjay Chawla, Takashi Washio, Shin-ichi Minato, Shusaku Tsumoto, Takashi Onoda, Seiji Yamada, Akihiro Inokuchi1st ed. 2009.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2009.1 online resource (XIV, 214 p.)Lecture Notes in Artificial Intelligence ;5433Bibliographic Level Mode of Issuance: Monograph3-642-00398-2 Includes bibliographical references.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.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.Lecture Notes in Artificial Intelligence ;5433Life sciencesArtificial intelligenceData miningInformation storage and retrievalUser interfaces (Computer systems)Multimedia information systemsLife Sciences, generalhttps://scigraph.springernature.com/ontologies/product-market-codes/L00004Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032User Interfaces and Human Computer Interactionhttps://scigraph.springernature.com/ontologies/product-market-codes/I18067Multimedia Information Systemshttps://scigraph.springernature.com/ontologies/product-market-codes/I18059Life sciences.Artificial intelligence.Data mining.Information storage and retrieval.User interfaces (Computer systems).Multimedia information systems.Life Sciences, general.Artificial Intelligence.Data Mining and Knowledge Discovery.Information Storage and Retrieval.User Interfaces and Human Computer Interaction.Multimedia Information Systems.570Chawla Sanjayedthttp://id.loc.gov/vocabulary/relators/edtWashio Takashiedthttp://id.loc.gov/vocabulary/relators/edtMinato Shin-ichiedthttp://id.loc.gov/vocabulary/relators/edtTsumoto Shusakuedthttp://id.loc.gov/vocabulary/relators/edtOnoda Takashiedthttp://id.loc.gov/vocabulary/relators/edtYamada Seijiedthttp://id.loc.gov/vocabulary/relators/edtInokuchi Akihiroedthttp://id.loc.gov/vocabulary/relators/edtPacific-Asia Conference on Knowledge Discovery and Data Mining(12th :2008 :Osaka, Japan)BOOK996465888903316New Frontiers in Applied Data Mining774157UNISA