Proactive Data Mining with Decision Trees

Proactive Data Mining with Decision Trees

This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, but also utilizes specific problem/domain knowledge to suggest specific actions to achieve optimal changes...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Dahan, Haim (Συγγραφέας), Cohen, Shahar (Συγγραφέας), Rokach, Lior (Συγγραφέας), Maimon, Oded (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	New York, NY : Springer New York : Imprint: Springer, 2014.
Σειρά:	SpringerBriefs in Electrical and Computer Engineering,
Θέματα:	Computer science. Data mining. Information storage and retrieval. Computer Science. Data Mining and Knowledge Discovery. Information Storage and Retrieval. Information Systems Applications (incl. Internet).
Διαθέσιμο Online:	Full Text via HEAL-Link

Παρόμοια τεκμήρια

Mining Complex Data ECML/PKDD 2007 Third International Workshop, MCD 2007, Warsaw, Poland, September 17-21, 2007, Revised Selected Papers /
Έκδοση: (2008)

Big Data Benchmarks, Performance Optimization, and Emerging Hardware 4th and 5th Workshops, BPOE 2014, Salt Lake City, USA, March 1, 2014 and Hangzhou, China, September 5, 2014, Revised Selected Papers /
Έκδοση: (2014)

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics State-of-the-Art and Future Challenges /
Έκδοση: (2014)

Text Mining with MATLAB®
ανά: Banchs, Rafael E.
Έκδοση: (2013)

Visual Data Mining Theory, Techniques and Tools for Visual Analytics /
Έκδοση: (2008)

Advanced Data Mining and Applications 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part I /
Έκδοση: (2013)

Advanced Data Mining and Applications 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part II /
Έκδοση: (2013)

Recent Trends in Information Reuse and Integration
Έκδοση: (2012)

Developing Multi-Database Mining Applications
ανά: Adhikari, Animesh, κ.ά.
Έκδοση: (2010)

Advances in Knowledge Discovery and Data Mining 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II /
Έκδοση: (2014)

Advances in Knowledge Discovery and Data Mining 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I /
Έκδοση: (2014)

Advances in Knowledge Discovery and Data Mining 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I /
Έκδοση: (2013)

Advances in Knowledge Discovery and Data Mining 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II /
Έκδοση: (2013)

Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II /
Έκδοση: (2015)

Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I /
Έκδοση: (2015)

Materializing the Web of Linked Data
ανά: Konstantinou, Nikolaos, κ.ά.
Έκδοση: (2015)

Domain Driven Data Mining
ανά: Cao, Longbing, κ.ά.
Έκδοση: (2010)

Advancing Big Data Benchmarks Proceedings of the 2013 Workshop Series on Big Data Benchmarking, WBDB.cn, Xi'an, China, July16-17, 2013 and WBDB.us, San José, CA, USA, October 9-10, 2013, Revised Selected Papers /
Έκδοση: (2014)

Specifying Big Data Benchmarks First Workshop, WBDB 2012, San Jose, CA, USA, May 8-9, 2012, and Second Workshop, WBDB 2012, Pune, India, December 17-18, 2012, Revised Selected Papers /
Έκδοση: (2014)

Mining, Modeling, and Recommending 'Things' in Social Media 4th International Workshops, MUSE 2013, Prague, Czech Republic, September 23, 2013, and MSM 2013, Paris, France, May 1, 2013, Revised Selected Papers /
Έκδοση: (2015)

Data Mining and Knowledge Discovery Handbook
Έκδοση: (2005)

Service-Oriented Crowdsourcing Architecture, Protocols and Algorithms /
ανά: Schall, Daniel
Έκδοση: (2012)

Managing and Mining Sensor Data
Έκδοση: (2013)

Privacy-Preserving Data Mining Models and Algorithms /
Έκδοση: (2008)

Current Trends in Web Engineering 15th International Conference, ICWE 2015 Workshops, NLPIT, PEWET, SoWEMine, Rotterdam, The Netherlands, June 23-26, 2015. Revised Selected Papers /
Έκδοση: (2015)

Temporal Information Processing Technology and Its Application
Έκδοση: (2010)

Machine Learning Modeling Data Locally and Globally /
ανά: Huang, Kaizhu, κ.ά.
Έκδοση: (2008)

Anonymization of Electronic Medical Records to Support Clinical Analysis
ανά: Gkoulalas-Divanis, Aris, κ.ά.
Έκδοση: (2013)

Database Systems for Advanced Applications 19th International Conference, DASFAA 2014, International Workshops: BDMA, DaMEN, SIM³, UnCrowd; Bali, Indonesia, April 21--24, 2014, Revised Selected Papers /
Έκδοση: (2014)

Unsupervised Information Extraction by Text Segmentation
ανά: Cortez, Eli, κ.ά.
Έκδοση: (2013)

Big Data Technology and Applications First National Conference, BDTA 2015, Harbin, China, December 25-26, 2015. Proceedings /
Έκδοση: (2016)

Social Media Retrieval and Mining ADMA 2012 Workshops, SNAM 2012 and SMR 2012, Nanjing, China, December 15-18, 2012. Revised Selected Papers /
Έκδοση: (2013)

Managing and Mining Graph Data
Έκδοση: (2010)

Text Mining From Ontology Learning to Automated Text Processing Applications /
Έκδοση: (2014)

Privacy Preserving Data Mining
ανά: Vaidya, Jaideep, κ.ά.
Έκδοση: (2006)

Big Data Benchmarking 5th International Workshop, WBDB 2014, Potsdam, Germany, August 5-6- 2014, Revised Selected Papers /
Έκδοση: (2015)

Data Management Technologies and Applications Third International Conference, DATA 2014, Vienna, Austria, August 29-31, 2014, Revised Selected papers /
Έκδοση: (2015)

Data Mining for Business Applications
Έκδοση: (2009)

Transactions on Large-Scale Data- and Knowledge-Centered Systems XIV
Έκδοση: (2014)

Mining Sequential Patterns from Large Data Sets
ανά: Wang, Wei, κ.ά.
Έκδοση: (2005)

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