Ditemukan 236 dokumen yang sesuai dengan query
Deborah Richards, editor
This book constitutes the proceedings of the 12th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2012, held in Kuching, Malaysia, in September 2012. The 21 full papers and 11 short papers included in this volume were carefully reviewed and selected from 141 papers. They deal with...
Berlin: [Springer-Verlag, ], 2012
e20410053
eBooks Universitas Indonesia Library
Tianrui Li, editor
This book constitutes the refereed proceedings of the 7th International Conference on Rough Sets and Knowledge Technology, RSKT 2012, held in Chengdu, China during August 2012, as one of the co-located conferences of the 2012 Joint Rough Set Symposium, JRS 2012. The 63 revised papers (including 42 regular and 21...
Berlin: [Springer-Verlag, ], 2012
e20410174
eBooks Universitas Indonesia Library
Petra Perner, editor
This book constitutes the refereed proceedings of the 8th International Conference, MLDM 2012, held in Berlin, Germany in July 2012. The 51 revised full papers presented were carefully reviewed and selected from 212 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific...
Berlin: [, Springer-Verlag], 2012
e20410224
eBooks Universitas Indonesia Library
Christen, Peter, author
Peter Christen’s book is divided into three parts. Part I, “overview”, introduces the subject by presenting several sample applications and their special challenges, as well as a general overview of a generic data matching process. Part II, “steps of the data matching process”, then details its main steps like pre-processing,...
Berlin: [Springer-Verlag, ], 2012
e20410447
eBooks Universitas Indonesia Library
Cambria, Erik, author
In this book common sense computing techniques are further developed and applied to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. In particular, the ensemble application of graph mining and multi-dimensionality reduction techniques is exploited on two common sense knowledge bases to...
Dordrecht: [Springer, ], 2012
e20410716
eBooks Universitas Indonesia Library
This volume is a collection of state-of-the-art research into the application of data mining to the discovery and analysis of new biomarkers. Presenting new results, models and algorithms, the included contributions focus on biomarker data integration, information retrieval methods, and statistical machine learning techniques...
New York: Springer, 2012
e20410768
eBooks Universitas Indonesia Library
Cha Zhang, editor
This volume offers comprehensive coverage of state-of-the-art ensemble learning techniques, including the random forest skeleton tracking algorithm in the Xbox Kinect sensor, which bypasses the need for game controllers. At once a solid theoretical study and a practical guide, the volume is a windfall for researchers and practitioners alike....
New York: [, Springer], 2012
e20418625
eBooks Universitas Indonesia Library
This volume contains a selection of chapters based on papers to be presented at the Fifth Statistical Challenges in Modern Astronomy Symposium. The symposium will be held June 13-15th at Penn State University. Modern astronomical research faces a vast range of statistical issues which have spawned a revival in methodological...
New York: [Springer Science, ], 2013
e20419566
eBooks Universitas Indonesia Library
Yanchang, Zhao, author
Data mining applications with R is a great resource for researchers and professionals to understand the wide use of R, a free software environment for statistical computing and graphics, in solving different problems in industry. R is widely used in leveraging data mining techniques across many different industries, including government,...
Waltham, MA: Academic Press, 2014
e20426958
eBooks Universitas Indonesia Library
Liou, James J.H, author
This study differs from previous studies by applying multivariate statistical analysis and multi-criterion decision-making methods to the improvement of service quality. We use the rough set theory (RST) with a flow graph approach to determine customer attitudes regarding service quality, which can assist managers in developing strategies to improve service...
Taylor and Francis, 2016
658 JIPE 33:2 (2016)
Artikel Jurnal Universitas Indonesia Library
