Tag: Discovery

Information Discovery on Electronic Health Records


Free Download Vagelis Hristidis, "Information Discovery on Electronic Health Records"
English | 2009 | pages: 334 | ISBN: 1420090380 | PDF | 6,3 mb
Exploiting the rich information found in electronic health records (EHRs) can facilitate better medical research and improve the quality of medical practice. Until now, a trivial amount of research has been published on the challenges of leveraging this information. Addressing these challenges, Information Discovery on Electronic Health Records explores the technology to unleash the data stored in EHRs.

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Multimedia Data Mining and Knowledge Discovery


Free Download Multimedia Data Mining and Knowledge Discovery By Valery A. Petrushin (auth.), Valery A. Petrushin MS, PhD, Latifur Khan BS, MS, PhD (eds.)
2007 | 521 Pages | ISBN: 1846284368 | PDF | 12 MB
Multimedia information is ubiquitous and essential in many applications, and repositories of multimedia are numerous and extremely large. Consequently, researchers and professionals need new techniques and tools for extracting the hidden, useful knowledge embedded within multimedia collections, thereby helping them discover relationships between the various elements and using this knowledge in decision-making applications.Multimedia Data Mining and Knowledge Discovery, assembling the work of leading academic and professional/industrial researchers worldwide, provides an overview of the current state-of-the-art in the field of multimedia data mining and knowledge discovery, and discusses the variety of hot topics in multimedia data mining research. Consisting of an introductory section and four topical parts, the book describes the objectives and current tendencies in multimedia data mining research and their applications. Each part contains an overview of its chapters and leads the reader with a structured approach through the diverse subjects in the field.Topics and Features:* Features a comprehensive introduction to multimedia data mining and its relevance today* Presents a global perspective of the field and its various components* Provides broad, yet thorough and detailed coverage of the subject* Numerous chapters reference websites with supplementary materials and demonstrations* Explores multimedia data exploration, multimedia data modeling and evaluation, and visualization* Offers an entire part devoted to applications and case studiesWritten with graduate students in mind, this much needed comprehensive survey of the current state of multimedia data mining and knowledge discovery will also serve as a valuable resource for researchers with interests in multimedia data mining, summarization, indexing, and retrieval.

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Emerging Technologies in Knowledge Discovery and Data Mining PAKDD 2007 International Workshops Nanjing, China, May 22-25, 200


Free Download Emerging Technologies in Knowledge Discovery and Data Mining: PAKDD 2007 International Workshops Nanjing, China, May 22-25, 2007 Revised Selected Papers By Joshua Zhexue Huang, Yunming Ye (auth.), Takashi Washio, Zhi-Hua Zhou, Joshua Zhexue Huang, Xiaohua Hu, Jinyan Li, Chao Xie, Jieyue He, Deqing Zou, Kuan-Ching Li, Mário M. Freire (eds.)
2007 | 678 Pages | ISBN: 354077016X | PDF | 13 MB
This book constitutes the thoroughly refereed post-proceedings of three workshops and an industrial track held in conjunction with the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2007, held in Nanjing, China in May 2007.The 62 revised full papers presented together with an overview article to each workshop were carefully reviewed and selected from 355 submissions. The volume contains papers of the PAKDD 2007 industrial track, that promotes industry applications of new data mining techniques, methodologies and systems, the workshop on Data Mining for Biomedical Applications (BioDM 2007), the workshop on High Performance Data Mining and Applications (HPDMA 2007), as well as the workshop on Service, Security and its Data management for Ubiquitous Computing (SSDU 2007).

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Data Warehousing and Knowledge Discovery 9th International Conference, DaWaK 2007, Regensburg Germany, September 3-7, 2007. Pr


Free Download Data Warehousing and Knowledge Discovery: 9th International Conference, DaWaK 2007, Regensburg Germany, September 3-7, 2007. Proceedings By Todd Eavis, David Cueva (auth.), Il Yeal Song, Johann Eder, Tho Manh Nguyen (eds.)
2007 | 484 Pages | ISBN: 3540745521 | PDF | 14 MB
Data Warehousing and Knowledge Discovery have been widely accepted as key te- nologies for enterprises and organizations to improve their abilities in data analysis, decision support, and the automatic extraction of knowledge from data. With the exponentially growing amount of information to be included in the decision-making process, the data to be processed become more and more complex in both structure and semantics. Consequently, the process of retrieval and knowledge discovery from this huge amount of heterogeneous complex data constitutes the reality check for research in the area. During the past few years, the International Conference on Data Warehousing and Knowledge Discovery (DaWaK) has become one of the most important international scientific events bringing together researchers, developers and practitioners. The DaWaK conferences served as a prominent forum for discussing latest research issues and experiences in developing and deploying data warehousing and knowledge d- covery systems, applications, and solutions. This year’s conference, the Ninth Inter- tional Conference on Data Warehousing and Knowledge Discovery (DaWaK 2007), built on this tradition of facilitating the cross-disciplinary exchange of ideas, expe- ence and potential research directions. DaWaK 2007 sought to disseminate innovative principles, methods, algorithms and solutions to challenging problems faced in the development of data warehousing, knowledge discovery and data mining applications.

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Data Warehousing and Knowledge Discovery 8th International Conference, DaWaK 2006, Krakow, Poland, September 4-8, 2006. Procee


Free Download Data Warehousing and Knowledge Discovery: 8th International Conference, DaWaK 2006, Krakow, Poland, September 4-8, 2006. Proceedings By Christian Thomsen, Torben Bach Pedersen (auth.), A Min Tjoa, Juan Trujillo (eds.)
2006 | 582 Pages | ISBN: 3540377360 | PDF | 9 MB
For more than a decade, data warehousing together with knowledge discovery technology have made up the key technology for the decision-making process in companies. Since 1999, due to the relevant role of these technologies in academia and industry, the Data Warehousing and Knowledge Discovery (DaWaK) conference series has become an international forum for both practitioners and researchers to share their findings, publish their relevant results and debate in depth research issues and experiences on data warehousing and knowledge discovery systems and applications. th The 8 International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2006) continued the series of successful conferences dedicated to these topics. In this edition, DaWaK aimed at providing the right and logical balance between data warehousing and knowledge discovery. In data warehousing the papers cover different research problems, such as advanced techniques in OLAP visuali- tion and multidimensional modelling, innovation of ETL processes and integration problems, materialized view optimization, very large data warehouse processing, data warehouses and data mining applications integration, data warehousing for real-life applications, e. g. , medical applications and spatial applications. In data mining and knowledge discovery, papers are focused on a variety of topics from data streams analysis and mining, ontology-based mining techniques, mining frequent item sets, clustering, association and classification, patterns and so on. These proceedings contain the technical papers which were selected for presentation at the conference. We received 198 abstracts, and finally received 146 papers from 36 countries.

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Knowledge Discovery, Knowledge Engineering and Knowledge Management Third International Joint Conference, IC3K 2011, Paris, Fr


Free Download Knowledge Discovery, Knowledge Engineering and Knowledge Management: Third International Joint Conference, IC3K 2011, Paris, France, October 26-29, 2011. Revised Selected Papers By Carole Goble, David De Roure, Sean Bechhofer (auth.), Ana Fred, Jan L. G. Dietz, Kecheng Liu, Joaquim Filipe (eds.)
2013 | 472 Pages | ISBN: 364237185X | PDF | 14 MB
This book constitutes the thoroughly refereed post-conference proceedings of the Third International Joint Conference on Knowledge Discovery, Knowledge Engineering, and Knowledge Management, IC3K 2011, held in Paris, France, in October 2011. This book includes revised and extended versions of a strict selection of the best papers presented at the conference; 39 revised full papers together with one invited lecture were carefully reviewed and selected from 429 submissions. According to the three covered conferences KDIR 2011, KEOD 2011, and KMIS 2011, the papers are organized in topical sections on knowledge discovery and information retrieval, knowledge engineering and ontology development, and on knowledge management and information sharing.

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Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data Third International Workshop, HCI-KDD 20


Free Download Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data: Third International Workshop, HCI-KDD 2013, Held at SouthCHI 2013, Maribor, Slovenia, July 1-3, 2013. Proceedings By Cagatay Turkay, Arvid Lundervold, Astri Johansen Lundervold, Helwig Hauser (auth.), Andreas Holzinger, Gabriella Pasi (eds.)
2013 | 442 Pages | ISBN: 3642391451 | PDF | 20 MB
This book constitutes the refereed proceedings of the Third Workshop on Human-Computer Interaction and Knowledge Discovery, HCI-KDD 2013, held in Maribor, Slovenia, in July 2013, at SouthCHI 2013. The 20 revised papers presented were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on human-computer interaction and knowledge discovery, knowledge discovery and smart homes, smart learning environments, and visualization data analytics.

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Emerging Trends in Knowledge Discovery and Data Mining PAKDD 2012 International Workshops DMHM, GeoDoc, 3Clust, and DSDM, Kua


Free Download Emerging Trends in Knowledge Discovery and Data Mining: PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Revised Selected Papers By Viktor Gál, Illés Solt, Etienne Kerre (auth.), Takashi Washio, Jun Luo (eds.)
2013 | 157 Pages | ISBN: 3642367771 | PDF | 5 MB
This book constitutes the thoroughly refereed proceedings of the PAKDD 2012 International Workshops: Third Workshop on Data Mining for Healthcare Management (DMHM 2012), First Workshop on Geospatial Information and Documents (GeoDoc 2012), First Workshop on Multi-view data, High-dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (3Clust 2012), and the Second Doctoral Symposium on Data Mining (DSDM 2012); held in conjunction with the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), in Kuala Lumpur, Malaysia, May/June 2012. The 12 revised papers presented were carefully reviewed and selected from numerous submissions. DMHM 2012 aimed at providing a common platform for the discussion of challenging issues and potential techniques in this emerging field of data mining for health care management; 3Clust 2012 focused on solving emerging problems such as clustering ensembles, semi-supervised clustering, subspace/projective clustering, co-clustering, and multi-view clustering; GeoDoc 2012 highlighted the formalization of geospatial concepts and relationships with a focus on the extraction of geospatial relations in free text datasets to offer to the database community a unified framework for geodata discovery; and DSDM 2012 provided the opportunity for Ph.D. students and junior researchers to discuss their work on data mining foundations, techniques and applications.

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Advances in Knowledge Discovery and Data Mining 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17,


Free Download Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II By Xiongcai Cai, Michael Bain, Alfred Krzywicki (auth.), Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu (eds.)
2013 | 588 Pages | ISBN: 3642374557 | PDF | 20 MB
The two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. They cover the general fields of data mining and KDD extensively, including pattern mining, classification, graph mining, applications, machine learning, feature selection and dimensionality reduction, multiple information sources mining, social networks, clustering, text mining, text classification, imbalanced data, privacy-preserving data mining, recommendation, multimedia data mining, stream data mining, data preprocessing and representation.

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