LEADER 07818nam 2200589 450 001 996465744803316 005 20220512151710.0 010 $a3-540-87599-9 024 7 $a10.1007/978-3-540-87599-4 035 $a(CKB)1000000000490921 035 $a(SSID)ssj0000319822 035 $a(PQKBManifestationID)11247505 035 $a(PQKBTitleCode)TC0000319822 035 $a(PQKBWorkID)10338995 035 $a(PQKB)10161756 035 $a(DE-He213)978-3-540-87599-4 035 $a(MiAaPQ)EBC3063252 035 $a(MiAaPQ)EBC6709564 035 $a(Au-PeEL)EBL6709564 035 $a(PPN)129062944 035 $a(EXLCZ)991000000000490921 100 $a20220512d2008 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aResearch and advanced technology for digital libraries $e12th European conference, ECDL 2008, Aarhus, Denmark, September 14-19, 2008 : proceedings /$fBirte Christensen-Dalsgaard [and three others] (editors) 205 $a1st ed. 2008. 210 1$aBerlin ;$aHeidelberg ;$aNew York :$cSpringer,$d[2008] 210 4$dİ2008 215 $a1 online resource (XVI, 457 p.) 225 1 $aLecture notes in computer science ;$v5173 300 $aInternational conference proceedings. 311 $a3-540-87598-0 320 $aIncludes bibliographical references and index. 327 $aBest Paper -- Improving Placeholders in Digital Documents -- Best Student Paper -- Towards Ontology-Based Chinese E-Government Digital Archives Knowledge Management -- Digital Preservation -- Distributed Preservation Services: Integrating Planning and Actions -- Archive Design Based on Planets Inspired Logical Object Model -- Significant Characteristics to Abstract Content: Long Term Preservation of Information -- Social Tagging -- Can Social Tags Help You Find What You Want? -- TagNSearch: Searching and Navigating Geo-referenced Collections of Photographs -- Evaluation of Semantic and Social Technologies for Digital Libraries -- Quotations and Annotations -- Identifying Quotations in Reference Works and Primary Materials -- Superimposed Information Architecture for Digital Libraries -- User Studies and System Evaluation -- Impact-ED - A New Model of Digital Library Impact Evaluation -- Prioritisation, Resources and Search Terms: A Study of Decision-Making at the Virtual Reference Desk -- Searchling: User-Centered Evaluation of a Visual Thesaurus-Enhanced Interface for Bilingual Digital Libraries -- From Content-Centric to Person-Centric Systems -- An Extensible Virtual Digital Libraries Generator -- A Participative Digital Archiving Approach to University History and Memory -- Enhancing Library Services with Web 2.0 Functionalities -- Citation Analysis -- A Service-Oriented Infrastructure for Early Citation Management -- Releasing the Power of Digital Metadata: Examining Large Networks of Co-related Publications -- Author Name Disambiguation for Citations Using Topic and Web Correlation -- Collection Building -- Development of a National Syllabus Repository for Higher Education in Ireland -- Matching Hierarchies Using Shared Objects -- Virtual Unification of the Earliest Christian Bible: Digitisation, Transcription, Translation and Physical Description of the Codex Sinaiticus -- Sustainable Digital Library Systems over the DRIVER Repository Infrastructure -- User Interfaces and Personalization -- Interactive Paper as a Reading Medium in Digital Libraries -- Personalizing the Selection of Digital Library Resources to Support Intentional Learning -- Enrichment of European Digital Resources by Federating Regional Digital Libraries in Poland -- Access Modalities to an Imagistic Library for Medical e-Learning -- What a Difference a Default Setting Makes -- Interoperability -- A Methodology for Sharing Archival Descriptive Metadata in a Distributed Environment -- Semantic Interoperability in Archaeological Datasets: Data Mapping and Extraction Via the CIDOC CRM -- Annotations: A Way to Interoperability in DL -- Semantic Based Substitution of Unsupported Access Points in the Library Meta-search Environments -- Information Retrieval -- Proximity Scoring Using Sentence-Based Inverted Index for Practical Full-Text Search -- Information Retrieval and Filtering over Self-organising Digital Libraries -- A Framework for Managing Multimodal Digitized Music Collections -- Metadata Generation -- A Quantitative Evaluation of Dissemination-Time Preservation Metadata -- Improving Temporal Language Models for Determining Time of Non-timestamped Documents -- Revisiting Lexical Signatures to (Re-)Discover Web Pages -- Panel -- The Web Versus Digital Libraries: Time to Revisit This Once Hot Topic -- Posters and Demonstrations -- The MultiMatch Prototype: Multilingual/Multimedia Search for Cultural Heritage Objects -- Digital Preservation of Scientific Data -- Using Terminology Web Services for the Archaeological Domain -- Building a Digital Research Community in the Humanities -- Agile DL: Building a DELOS-Conformed Digital Library Using Agile Software Development -- Design of a Digital Library System for Large-Scale Evaluation Campaigns -- An XML-Centric Storage for Better Preservation and Maintenance of Data: Union Catalog of NDAP, Taiwan -- Summa: This Is Not a Demo -- New Tasks on Collections of Digitized Books -- Plato: A Preservation Planning Tool Integrating Preservation Action Services -- Event Representation in Temporal and Geographic Context -- A Mechanism for Solving the Unencoded Chinese Character Problem on the Web -- Gaze Interaction and Access to Library Collection -- Covering Heterogeneous Educative Environments with Integrated Editions in the Electronic Work -- Exploring Query Formulation and Reformulation: A Preliminary Study to Map Users? Search Behaviour -- Identification of Bibliographic Information Written in Both Japanese and English -- DIGMAP: A Digital Library Reusing Metadata of Old Maps and Enriching It with Geographic Information -- Visual Analysis of Classification Systems and Library Collections -- A Framework for Music Content Description and Retrieval -- XCL: The Extensible Characterisation Language ? One Step towards an Automatic Evaluation of Format Conversions -- A User Field Study: Communication in Academic Communities and Government Agencies -- Digital Preservation Needs of Scientific Communities: The Example of Göttingen University -- Dynamic Catalogue Enrichment with SeeAlso Link Servers -- Access to Archival Finding Aids: Context Matters. 330 $aThis book constitutes the refereed proceedings of the 12th European Conference on Research and Advanced Technology for Digital Libraries, ECDL 2008, held in Aarhus, Denmark, in September 2008. The 28 revised full papers and 10 revised short papers presented together with 1 panel description, the extended abstracts of 24 revised poster and demo papers were carefully reviewed and selected from a total of 125 submissions. The papers are organized in topical sections on digital preservation, social tagging, quatations and annotations, user studies and system evaluation, from content-centric to person-centric systems, citation analysis, collection building, user interfaces and personalization, interoperability, information retrieval, and metadata generation. 410 0$aLecture notes in computer science ;$v5173. 606 $aDigital libraries$vCongresses 615 0$aDigital libraries 676 $a025.00285 686 $a06.54$2bcl 702 $aChristensen-Dalsgaard$b Birte 712 12$aECDL (Conference) 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465744803316 996 $aResearch and Advanced Technology for Digital Libraries$9771865 997 $aUNISA LEADER 04348nam 22006495 450 001 9910568253803321 005 20250626164053.0 010 $a3-030-93088-2 024 7 $a10.1007/978-3-030-93088-2 035 $a(MiAaPQ)EBC6986477 035 $a(Au-PeEL)EBL6986477 035 $a(CKB)22371878700041 035 $a(DE-He213)978-3-030-93088-2 035 $a(EXLCZ)9922371878700041 100 $a20220510d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Classification and Incremental Clustering in Data Mining and Machine Learning /$fby Sanjay Chakraborty, Sk Hafizul Islam, Debabrata Samanta 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (210 pages) 225 1 $aEAI/Springer Innovations in Communication and Computing,$x2522-8609 311 08$aPrint version: Chakraborty, Sanjay Data Classification and Incremental Clustering in Data Mining and Machine Learning Cham : Springer International Publishing AG,c2022 9783030930875 327 $aIntroduction to Data Mining & Knowledge Discovery -- A Brief Concept on Machine Learning -- Supervised Learning based Data Classification and Incremental Clustering -- Data Classification and Incremental Clustering using Unsupervised Learning -- Research Intention towards Incremental Clustering -- Applications and Trends in Data Mining & Machine Learning -- Feature subset selection techniques with Machine Learning -- Data Mining Based variant subsets features. 330 $aThis book is a comprehensive, hands-on guide to the basics of data mining and machine learning with a special emphasis on supervised and unsupervised learning methods. The book lays stress on the new ways of thinking needed to master machine learning based on the Python, R, and Java programming platforms. This book first provides an understanding of data mining, machine learning and their applications, giving special attention to classification and clustering techniques. The authors offer a discussion on data mining and machine learning techniques with case studies and examples. The book also describes the hands-on coding examples of some well-known supervised and unsupervised learning techniques using three different and popular coding platforms: R, Python, and Java. This book explains some of the most popular classification techniques (K-NN, Naïve Bayes, Decision tree, Random forest, Support vector machine etc,) along with the basic description of artificial neural network and deep neural network. The book is useful for professionals, students studying data mining and machine learning, and researchers in supervised and unsupervised learning techniques. Provides a comprehensive review of various data mining techniques and architecture, primarily focusing on supervised and unsupervised learning Presents hands-on coding examples using three popular coding platforms: R, Python, and Java Includes case-studies, examples, practice problems, questions, and solutions for students and professionals, focusing on machine learning and data science. 410 0$aEAI/Springer Innovations in Communication and Computing,$x2522-8609 606 $aTelecommunication 606 $aComputational intelligence 606 $aComputer vision 606 $aData mining 606 $aCommunications Engineering, Networks 606 $aComputational Intelligence 606 $aComputer Vision 606 $aData Mining and Knowledge Discovery 615 0$aTelecommunication. 615 0$aComputational intelligence. 615 0$aComputer vision. 615 0$aData mining. 615 14$aCommunications Engineering, Networks. 615 24$aComputational Intelligence. 615 24$aComputer Vision. 615 24$aData Mining and Knowledge Discovery. 676 $a006.312 676 $a006.31 700 $aChakraborty$b Sanjay$01228885 702 $aIslam$b Sk Hafizul 702 $aSamanta$b Debabrata 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910568253803321 996 $aData classification and incremental clustering in data mining and machine learning$92986729 997 $aUNINA