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Advances in Data Mining: Applications and Theoretical Aspects: 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014, Proceedings 2014 ed. [Pehme köide]

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  • Formaat: Paperback / softback, 229 pages, kõrgus x laius: 235x155 mm, kaal: 3693 g, 74 Illustrations, black and white; X, 229 p. 74 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 8557
  • Ilmumisaeg: 05-Aug-2014
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319089757
  • ISBN-13: 9783319089751
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Advances in Data Mining: Applications and Theoretical Aspects: 14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014, Proceedings 2014 ed.Suurem pilt
  • Formaat: Paperback / softback, 229 pages, kõrgus x laius: 235x155 mm, kaal: 3693 g, 74 Illustrations, black and white; X, 229 p. 74 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 8557
  • Ilmumisaeg: 05-Aug-2014
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319089757
  • ISBN-13: 9783319089751
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9783319089751.html
Märksõnad:
This book constitutes the refereed proceedings of the 14th Industrial Conference on Advances in Data Mining, ICDM 2014, held in St. Petersburg, Russia, in July 2014. The 16 revised full papers presented were carefully reviewed and selected from various submissions. The topics range from theoretical aspects of data mining to applications of data mining, such as in multimedia data, in marketing, in medicine and agriculture and in process control, industry and society.
Medical Data Mining
Risk Factors and Identifiers for Alzheimer's Disease: A Data Mining Analysis
1(11)
Gurdal Ertek
Bengi Tokdil
Ibrahim Gunaydin
Text Mining in Printed Text and Web Pages
Unsupervised Named Entity Recognition and Disambiguation: An Application to Old French Journals
12(12)
Yusra Mosallam
Alaa Abi-Haidar
Jean-Gabriel Ganascia
Multiple Template Detection Based on Segments
24(15)
Bo Gao
Qifeng Fan
Analysis and Evaluation of Web Pages Classification Techniques for Inappropriate Content Blocking
39(16)
Igor Kotenko
Andrey Chechulin
Andrey Shorov
Dmitry Komashinsky
Extending PubMed Related Article (PMRA) for Multiple Citations
55(15)
Sachintha Pitigala
Cen Li
Data Mining in the Energy Sector
Variability of Behaviour in Electricity Load Profile Clustering; Who Does Things at the Same Time Each Day?
70(15)
Ian Dent
Tony Craig
Uwe Aickelin
Tom Rodden
Data Mining in Marketing
Hybrid Recommender System for Prediction of the Yelp Users Preferences
85(15)
Vladimir Nikulin
Analysis Using Popularity Awareness Index, Recency Index and Purchase Diversity in Group Buying
100(15)
Yasuyuki Shirai
Hiroyuki Morita
Masakazu Nakamoto
Satoshi Oyama
Choice Modelling and Forecasting Demand for Alternative-Fuel Tractors
115(15)
Ginevra Virginia Lombardi
Rossella Berni
Social Media Mining
Data Mining Cultural Aspects of Social Media Marketing
130(14)
Ronald Hochreiter
Christoph Waldhauser
Data Mining in Industry
A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation
144(15)
Tsirizo Rabenoro
Jerome Lacaille
Marie Cottrell
Fabrice Rossi
Data Mining in Logistics
Visual Trajectory Pattern Mining: An Exploratory Study in Baggage Handling Systems
159(15)
Ayman Al-Serafi
Ahmed Elragal
Analysis of Trajectory Data in Support of Traffic Management: A Data Mining Approach
174(15)
Ahmed Elragal
Hisham Raslan
Data Mining in System Biology
Detecting the Transition Stage of Cells and Cell Parts by Prototype-Based Classification
189(11)
Petra Perner
Theoretical Aspects of Data Mining
Discovering Main Vertexical Planes in a Multivariate Data Space by Using CPL Functions
200(14)
Leon Bobrowski
Aspects of Data Mining
Big Data Analytics: A Literature Review Paper
214(15)
Nada Elgendy
Ahmed Elragal
Author Index 229