XML data mining: models, methods, and applications
"This book is a collection of knowledge from experts of database, information retrieval, machine learning, and knowledge management communities in developing models, methods and systems for XML data mining that can be used to address key issues and challenges in XML data mining" - Provided...
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hershey PA
Information Science Reference
[2012]
|
| Series: | Premier reference source
|
| Subjects: | |
| Online Access: | DE-706 DE-1049 DE-898 DE-1050 DE-83 Volltext |
| Summary: | "This book is a collection of knowledge from experts of database, information retrieval, machine learning, and knowledge management communities in developing models, methods and systems for XML data mining that can be used to address key issues and challenges in XML data mining" - Provided by publisher |
| Physical Description: | 1 Online-Ressource (xv, 522 Seiten) |
| ISBN: | 9781613503577 9781613503584 |
Staff View
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| 505 | 8 | |a 15. A Component-based framework for the integration and exploration of XML sources / Pasquale De Meo, Antonino Nocera and Domenico Ursino -- 16. Matching XML documents at structural and conceptual level using subtree patterns / Qi Hua Pan, Fedja Hadzic and Tharam S. Dillon -- 17. Geographical map annotation with significant tags available from social networks / Elena Roglia, Rosa Meo and Enrico Ponassi -- 18. Organizing XML documents on a peer-to-peer network by collaborative clustering / Francesco Gullo, Giovanni Ponti and Sergio Greco -- 19. Incorporating qualitative information for credit risk assessment through frequent subtree mining for XML / Novita Ikasari, Fedja Hadzic and Tharam S. Dillon | |
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| contents | Includes bibliographical references 1. A study of XML models for data mining: representations, methods, and issues / Sangeetha Kutty, Richi Nayak and Tien Tran -- 2. Modeling, querying, and mining uncertain XML data / Evgeny Kharlamov and Pierre Senellart -- 3. XML similarity detection and measures / Sanjay Kumar Madria and Waraporn Viyanon -- 4. Efficient identification of similar XML fragments based on tree edit distance / Hongzhi Wang, Jianzhong Li and Fei Li -- 5. Approximate matching between xml documents and schemas with applications in XML classification and clustering / Guangming Xing -- 6. The role of schema and document matchings in XML source clustering / Pasquale De Meo ... [et al.] -- 7. XML document clustering: an algorithmic perspective / Panagiotis Antonellis -- 8. Fuzzy approaches to clustering XML structures / Michal Kozielski -- 9. XML Tree classification on evolving data streams / Albert Bifet and Ricard Gavald a -- 10. Data driven encoding of structures and link predictions in large XML document collections / Markus Hagenbuchner ... [et al.] -- 11. Frequent pattern discovery and association rule mining of XML data / Qin Ding and Gnanasekaran Sundarraj -- 12. A framework for mining and querying summarized XML data through tree-based association rules / Mirjana Mazuran ... [et al.] -- 13. Discovering higher level correlations from XML data / Luca Cagliero, Tania Cerquitelli and Paolo Garza -- 14. XML mining for semantic Web / Rafael Berlanga and Victoria Nebot -- 15. A Component-based framework for the integration and exploration of XML sources / Pasquale De Meo, Antonino Nocera and Domenico Ursino -- 16. Matching XML documents at structural and conceptual level using subtree patterns / Qi Hua Pan, Fedja Hadzic and Tharam S. Dillon -- 17. Geographical map annotation with significant tags available from social networks / Elena Roglia, Rosa Meo and Enrico Ponassi -- 18. Organizing XML documents on a peer-to-peer network by collaborative clustering / Francesco Gullo, Giovanni Ponti and Sergio Greco -- 19. Incorporating qualitative information for credit risk assessment through frequent subtree mining for XML / Novita Ikasari, Fedja Hadzic and Tharam S. Dillon |
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| illustrated | Not Illustrated |
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| institution | BVB |
| isbn | 9781613503577 9781613503584 |
| language | English |
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| spelling | XML data mining models, methods, and applications Andrea Tagarelli (University of Calabria, Italy) Hershey PA Information Science Reference [2012] © 2012 1 Online-Ressource (xv, 522 Seiten) txt rdacontent c rdamedia cr rdacarrier Premier reference source Includes bibliographical references 1. A study of XML models for data mining: representations, methods, and issues / Sangeetha Kutty, Richi Nayak and Tien Tran -- 2. Modeling, querying, and mining uncertain XML data / Evgeny Kharlamov and Pierre Senellart -- 3. XML similarity detection and measures / Sanjay Kumar Madria and Waraporn Viyanon -- 4. Efficient identification of similar XML fragments based on tree edit distance / Hongzhi Wang, Jianzhong Li and Fei Li -- 5. Approximate matching between xml documents and schemas with applications in XML classification and clustering / Guangming Xing -- 6. The role of schema and document matchings in XML source clustering / Pasquale De Meo ... [et al.] -- 7. XML document clustering: an algorithmic perspective / Panagiotis Antonellis -- 8. Fuzzy approaches to clustering XML structures / Michal Kozielski -- 9. XML Tree classification on evolving data streams / Albert Bifet and Ricard Gavald a -- 10. Data driven encoding of structures and link predictions in large XML document collections / Markus Hagenbuchner ... [et al.] -- 11. Frequent pattern discovery and association rule mining of XML data / Qin Ding and Gnanasekaran Sundarraj -- 12. A framework for mining and querying summarized XML data through tree-based association rules / Mirjana Mazuran ... [et al.] -- 13. Discovering higher level correlations from XML data / Luca Cagliero, Tania Cerquitelli and Paolo Garza -- 14. XML mining for semantic Web / Rafael Berlanga and Victoria Nebot -- 15. A Component-based framework for the integration and exploration of XML sources / Pasquale De Meo, Antonino Nocera and Domenico Ursino -- 16. Matching XML documents at structural and conceptual level using subtree patterns / Qi Hua Pan, Fedja Hadzic and Tharam S. Dillon -- 17. Geographical map annotation with significant tags available from social networks / Elena Roglia, Rosa Meo and Enrico Ponassi -- 18. Organizing XML documents on a peer-to-peer network by collaborative clustering / Francesco Gullo, Giovanni Ponti and Sergio Greco -- 19. Incorporating qualitative information for credit risk assessment through frequent subtree mining for XML / Novita Ikasari, Fedja Hadzic and Tharam S. Dillon "This book is a collection of knowledge from experts of database, information retrieval, machine learning, and knowledge management communities in developing models, methods and systems for XML data mining that can be used to address key issues and challenges in XML data mining" - Provided by publisher XML (Document markup language) Data mining Tagarelli, Andrea edt Erscheint auch als Druck-Ausgabe 978-1-61350-356-0 Erscheint auch als Druck-Ausgabe 1-61350-356-3 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61350-356-0 URL des Erstveröffentlichers Volltext |
| spellingShingle | XML data mining models, methods, and applications Includes bibliographical references 1. A study of XML models for data mining: representations, methods, and issues / Sangeetha Kutty, Richi Nayak and Tien Tran -- 2. Modeling, querying, and mining uncertain XML data / Evgeny Kharlamov and Pierre Senellart -- 3. XML similarity detection and measures / Sanjay Kumar Madria and Waraporn Viyanon -- 4. Efficient identification of similar XML fragments based on tree edit distance / Hongzhi Wang, Jianzhong Li and Fei Li -- 5. Approximate matching between xml documents and schemas with applications in XML classification and clustering / Guangming Xing -- 6. The role of schema and document matchings in XML source clustering / Pasquale De Meo ... [et al.] -- 7. XML document clustering: an algorithmic perspective / Panagiotis Antonellis -- 8. Fuzzy approaches to clustering XML structures / Michal Kozielski -- 9. XML Tree classification on evolving data streams / Albert Bifet and Ricard Gavald a -- 10. Data driven encoding of structures and link predictions in large XML document collections / Markus Hagenbuchner ... [et al.] -- 11. Frequent pattern discovery and association rule mining of XML data / Qin Ding and Gnanasekaran Sundarraj -- 12. A framework for mining and querying summarized XML data through tree-based association rules / Mirjana Mazuran ... [et al.] -- 13. Discovering higher level correlations from XML data / Luca Cagliero, Tania Cerquitelli and Paolo Garza -- 14. XML mining for semantic Web / Rafael Berlanga and Victoria Nebot -- 15. A Component-based framework for the integration and exploration of XML sources / Pasquale De Meo, Antonino Nocera and Domenico Ursino -- 16. Matching XML documents at structural and conceptual level using subtree patterns / Qi Hua Pan, Fedja Hadzic and Tharam S. Dillon -- 17. Geographical map annotation with significant tags available from social networks / Elena Roglia, Rosa Meo and Enrico Ponassi -- 18. Organizing XML documents on a peer-to-peer network by collaborative clustering / Francesco Gullo, Giovanni Ponti and Sergio Greco -- 19. Incorporating qualitative information for credit risk assessment through frequent subtree mining for XML / Novita Ikasari, Fedja Hadzic and Tharam S. Dillon XML (Document markup language) Data mining |
| title | XML data mining models, methods, and applications |
| title_auth | XML data mining models, methods, and applications |
| title_exact_search | XML data mining models, methods, and applications |
| title_full | XML data mining models, methods, and applications Andrea Tagarelli (University of Calabria, Italy) |
| title_fullStr | XML data mining models, methods, and applications Andrea Tagarelli (University of Calabria, Italy) |
| title_full_unstemmed | XML data mining models, methods, and applications Andrea Tagarelli (University of Calabria, Italy) |
| title_short | XML data mining |
| title_sort | xml data mining models methods and applications |
| title_sub | models, methods, and applications |
| topic | XML (Document markup language) Data mining |
| topic_facet | XML (Document markup language) Data mining |
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