Michael
Steinbach
28 Apr 2007 ... Pang-Ning Tan, Michael Steinbach, and Vipin Kumar, Introduction to ... Vipin Kumar, Pang-Ning Tan, and Michael Steinbach, Data Mining, in Handbook of Data ... M. Steinbach, P.-N. Tan, and V. Kumar, Support Envelopes: A ...
http://www-users.cs.umn.edu/~steinbac/publications.pdf
Errata for
Introduction to Data Mining by
Tan, Steinbach, and ...
Errata for Introduction to Data Mining by Tan, Steinbach, and Kumar. ... pv(1 − p)N−v. 5. Page 192, Equation 4.17: dcv t = 0.05 ± 1.70 × 0.002. ...
http://www-users.cs.umn.edu/~kumar/dmbook/errata.pdf
SUBJECT
DESCRIPTION FORM Subject Title: Data Mining and
Data ...
by L Approach - Related articles
http://www.polyu.edu.hk/fhss/programmes/mschi/SDF_COMP5121.pdf
An
Intergrated Data Mining and Survival Analysis
Model for ...
P.N. Tan, M. Steinbach, V. Kumar (2006). Introduction to Data Mining, Posts &. Telecom Press, pp310-320, Beijing. 36. 11. P.V. Freytag, et al(2001). ...
http://www.springerlink.com/index/16854382737L0271.pdf
Discovery
of Significant Classification Rules from Incrementally ...
Tree Restructuring. Machine Learning, 5–44 (1997). 7. Tan, P.N., Steinbach, M., Kumar, V.: Ensemble methods. In: Introduction to data mining, pp. 278–280. ...
http://www.springerlink.com/index/p63k1wq31686646u.pdf
Birla Institute of Technology & Science, Pilani Work-Integrated
...
Tan P. N. , Steinbach M & Kumar V. “Introduction to Data Mining” Pearson Education,. 2006. Reference Books. R1. Han J & Kamber M, “Data Mining: Concepts and ...
http://discovery.bits-pilani.ac.in/dlpd/courses/handouts/iszc415.pdf
Data mining: manufacturing and service
applications
by A KUSIAK - Cited by 20
http://www.icaen.uiowa.edu/~ankusiak/Journal-papers/IJPR_Kusiak_06.pdf
Innovation
in a Requirement Life-Cycle Framework 1.
Introduction
by A Kusiak - Cited by 3
http://www.icaen.uiowa.edu/~ankusiak/Res-in-Prog/Sakarya.pdf
Course Syllabus
Title: Introduction to Data Mining. Author: Tan, P-N, Steinbach, M., Kumar. Publisher: Addison Wesley, 2005. 2. Title: Data Mining: Concepts and Techniques ...
http://www.philadelphia.edu.jo/university/it/cis/syllbus/760463a.pdf
Course Syllabus
Tan, P-N, Steinbach, M., Kumar, V. Introduction to Data Mining. Addison. Wesley, 2005. 2. Han, J. and Kamber, M, Data Mining: Concepts and Techniques, ...
http://www.philadelphia.edu.jo/university/it/cis/syllbus/760463.pdf
42 hours of class activities including - lecture, tutorial, lab
...
Tan, P.N., Steinbach, M., Kumar V., Introduction to Data Mining, Addison Wesley, 2006. Dunham, M.H., Data Mining: Introductory and Advanced Topics. ...
http://www.comp.polyu.edu.hk/filemanager/en/share/level5/COMP5121.pdf
The
design and use of the TMiner component-based data
mining framework
by F Berzal - 2009 - Related articles
http://elvex.ugr.es/idbis/dm/docs/2009-TMiner-design.pdf
Bibliografia
Mining”, ACM Press, 2002, pp. 32–41. [31] P.N. Tan, M. Steinbach, V. Kumar, Introduction to Data Mining,. Addison-Wesley, 2005. ...
http://www.tesionline.com/__PDF/27376/27376b.pdf
Top 10
algorithms in data mining
by X Wu - 2007 - Cited by 100
http://www.cs.umd.edu/~samir/498/10Algorithms-08.pdf
Visual
Tools for Initial Exploratory Data Mining
Tan, P-N., Steinbach, M., and Kumar, V., Introduction to Data Mining, Addison-Wesley, 2006. 11. Ware, C. Information Visualization: Perception for Design. ...
http://vismining.org/papers/VisuaToolslDataMiningV2.pdf
Data Mining ICPSR Summer Program, 2008
Tan, PN, M Steinback, and V Kumar (2006). Introduction to Data Mining. Pearson, Boston. This is a wide-reaching, medium level introduction to the area. ...
http://www.icpsr.umich.edu/files/sumprog/biblio/2008/steine2.pdf
Data Mining
Knowledge Discovery in Databases. AAAI/MIT Press, 1991. •. P.-N. Tan, M. Steinbach and V. Kumar, Introduction to Data Mining, Wiley, ...
http://abulaish.com/dm_btech.pdf
RELATIONAL
ASSOCIATION RULES AND ERROR DETECTION 1.
Introduction ...
by A CÂMPAN - Cited by 1
http://www.cs.ubbcluj.ro/~studia-i/2006-1/04-CampanSerban.pdf
ADAPTIVE
CLUSTERING USING A CORE-BASED APPROACH 1.
Introduction A ...
by G SERBAN - Cited by 1
http://www.cs.ubbcluj.ro/~studia-i/2005-2/04-SerbanCampan.pdf
Using data mining and visualization techniques for
the ...
[4] —, Introduction to data mining and knowledge discovery, 3 rd edition, Two Crows Corporation, 1999. [5] M. Steinbach, P. N. Tan, V. Kumar, S. Klooster, ...
http://ieeexplore.ieee.org/iel5/7969/22039/01026551.pdf?arnumber=1026551
NOISE is
“irrelevant or meaningless data” [6]. For most
[37] P.-N. Tan, M. Steinbach, and V. Kumar, Introduction to Data. Mining. Pearson Addison-Wesley, 2005. [38] TREC, Text Retrieval Conference, ...
http://ieeexplore.ieee.org/iel5/69/33417/01583581.pdf
Mining
Spatio-temporal Data of Traffic Accidents and
Spatial ...
by N Lavrač - Related articles
http://mrvar.fdv.uni-lj.si/pub/mz/mz5.1/lavrac.pdf
Data Mining and Exploration
correlation mining, and interactive pattern discovery. Here are some useful books: • P.-N. Tan, M. Steinbach, & V. Kumar, Introduction to Data ...
http://www.astro.caltech.edu/~george/aybi199/Lec12_Djorgovski.pdf
Web Usage Mining Using Self Organized Maps
by P Britos - 2007 - Related articles
http://www.itba.edu.ar/nuevo/archivos/secciones/art_revistas_47.pdf
1 Maximum
Entropy Density Estimation Using a Genetic Algorithm ...
by JA RodgerTan, P-N, Steinbach, M., Kumar, V. Introduction to Data Mining, Pearson Addison. Wesley, Boston, MA, 2006. Wu, X., and Stengos, T. Partially adaptive ...
http://ieweb.uta.edu/vchen/AIDM/AIDM-Pendharkar.pdf
Application
of segmentation in customer relationship management: a ...
Tan, P.N., Steinbach, M. and Kumar, V. (2007) Introduction to Data Mining, Pearson Education. Thearling, K. (2007) 'Data mining and customer relationships', ...
http://inderscience.metapress.com/index/L56X608004468427.pdf
Data mining from 1994 to 2004: an application-orientated
review ...
1 Introduction. Data mining, also known as knowledge discovery (Fayyad and ...... R., Deshpande, M. and Tan, P.N. (2000) 'Web usage mining: discovery and ...
http://inderscience.metapress.com/index/DE7HL716TCEXQ9R2.pdf
Ontology-Driven Association
Rule Extraction: A Case Study
by A Bellandi - Cited by 2
http://ceur-ws.org/Vol-298/paper1.pdf
Data Mining Robert Stine Department of Statistics Wharton
School ...
Tan, P N, M Steinback, and V Kumar (2006). Introduction to Data Mining. Pearson,. Boston. This is a wide-reaching, medium-level math introduction. ...
http://www-stat.wharton.upenn.edu/~stine/mich/DM_syllabus_10.pdf
ϤǵୖԵЎ
Tan P. N., Steinbach M., and Kumar V. (2005) Introduction to Data Mining, (US edition), Addison Wesley. 29. Uschold M., and Gruninger M. (1996), ...
http://nccur.lib.nccu.edu.tw/bitstream/140.119/35251/9/601910.pdf
A Weighted Average Difference Gene-ranking for Gene Set Enrichment
...
by J Kim - Related articles
http://mlaa.com.au/giw2008/PDFposter/giw2008poster_submission_77.pdf
Web
Mining Tutorial
by J Srivastava - Cited by 23
http://www.ieee.org.ar/downloads/Srivastava-tut-pres.pdf
Analyzing Rule Evaluation Measures with Educational Datasets: A
...
by S Ventura - Cited by 1
http://www.educationaldatamining.org/EDM2008/uploads/proc/18_Ventura_4.pdf
Interestingness Measures for Association Rules in Educational
Data
by A Merceron - Cited by 7
http://www.educationaldatamining.org/EDM2008/uploads/proc/6_Yacef_18.pdf
Introduction to Data Mining
by PN Tan - 2006 - Cited by 1260
http://www.pphust.cn/uploadfiles/200912/20091204204805761.pdf
1. Find and correct the errors in the following document:
<title>Introduction to Data Mining</title>. <author>P.-N. Tan</author>. <author>M. Steinbach</author>. <author>V. Kumar</author>. <publ>Pearson</publ> ...
http://wwwis.win.tue.nl/~tcalders/teaching/advancedDB08/ex/solutions1.pdf
Association Analysis Techniques for Discovering Functional Modules
...
by G Pandey - 2008 - Cited by 1
http://precedings.nature.com/documents/2184/version/1/files/npre20082184-1.pdf
Kees
Mandemakers
Tan, P.-N, M. Steinbach and V. Kumar (2006). Introduction to Data Mining.(Boston: Pearson/Addison Wesley). 8b Main publications of the research team (as far ...
http://www.iisg.nl/hsn/documents/links-project.pdf
Input data for decision trees
by S Piramuthu - 2008 - Cited by 3
http://www.fit.hcmuns.edu.vn/~caohoc17/10. Intelligent Systems/Art18.pdf
COSC401 - Machine Learning
Tan, P.N., Steinbach, M., Kumar, V. Introduction to Data Mining, Addison. Wesley, 2006. • Langley, P. Elements of Machine Learning, Morgan Kaufmann, San ...
http://www.csse.canterbury.ac.nz/open/teaching/classes/cosc401/COSC401_outline_2010.pdf
A
Data Mining Course for Computer Science: Primary
Sources and ...
by DR Musicant - 2006 - Cited by 8
http://cs.carleton.edu/faculty/dmusican/DataMiningCourse.pdf
Jozef
Zurada
Tan, P-N., Steinbach, M., and Kumar, V., Introduction to Data Mining, Addison-Wesley, 2006. 17. Thomas, L.C., A Survey of Credit and Behavioral Scoring: ...
http://www.cluteinstitute-onlinejournals.com/PDFs/171.pdf
Jozef
Zurada
Tan, P-N., Steinbach, M., and Kumar, V., Introduction to Data Mining, Addison-Wesley, 2006. 24. Thomas, L.C., A Survey of Credit and Behavioral Scoring: ...
http://www.cluteinstitute-onlinejournals.com/PDFs/170.pdf
Data
Mining: Concepts and Techniques (2nd edition)
by J Han - Cited by 8956
http://www.cs.uiuc.edu/~hanj/bk2/bib/ch6bib.pdf
Objective Measures for Association Pattern Analysis
by M Steinbach - Related articles
http://datamining.rutgers.edu/publication/MeasureCONM07.pdf
A new
data mining methodology applied to the modelling
of the ...
[20] P.-N. Tan, M. Steinbach, and V. Kumar, Introduction to Data Mining, Addison Wesley, New York, 2005. [21] I.H. Witten and E. Frank, Data Mining: ...
http://www.informaworld.com/index/915247184.pdf
Time Series
Data Mining for Multimodal Bio-Signal
Data
by M Aono - 2006 - Cited by 1
http://paper.ijcsns.org/07_book/200610/200610A01.pdf
Outlier Detection Techniques For Wireless Sensor Networks: A
Survey
by Y Zhang - Cited by 5
http://eprints.eemcs.utwente.nl/13561/01/Yang_Zhang_Outlier_detection_techniques_for_wireless_sensor_networks_a_survey.pdf
Integrating
Bayesian Networks and Simpson's Paradox in Data
Mining
by AA Freitas - 2007 - Related articles
http://kar.kent.ac.uk/14614/1/Causality-Prob-Sci-2007-bkchap.pdf
A Unified Strategy of Feature Selection
by P Liu - Cited by 6
http://iclass.shufe.edu.cn/teacherweb/users/liupeng/index/papers/adma2006.pdf
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