عنوان

Machine learning and knowledge discovery in databases :

شابک

3642237835

شابک

9783642237836

شابک اشتباه

9783642237829

شماره

b434196

عنوان اصلي

Machine learning and knowledge discovery in databases :

نام عام مواد

[Book]

ساير اطلاعات عنواني

European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings.

نام نخستين پديدآور

Dimitrios Gunopulos [and others] (editions.)

مشخصه جلد

Part II /

نام خاص و کميت اثر

1 online resource (xxii, 681 pages) :

ساير جزييات

illustrations

عنوان فروست

Lecture notes in artificial intelligence ;

عنوان فروست

Lecture notes in computer science

عنوان فروست

LNCS sublibrary. SL 7, Artificial intelligence

مشخصه جلد

6912

متن يادداشت

Includes bibliographical references and author index

متن يادداشت

This three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2011, held in Athens, Greece, in September 2011. The 121 revised full papers presented together with 10 invited talks and 11 demos in the three volumes, were carefully reviewed and selected from about 600 paper submissions. The papers address all areas related to machine learning and knowledge discovery in databases as well as other innovative application domains such as supervised and unsupervised learning with some innovative contributions in fundamental issues; dimensionality reduction, distance and similarity learning, model learning and matrix/tensor analysis; graph mining, graphical models, hidden markov models, kernel methods, active and ensemble learning, semi-supervised and transductive learning, mining sparse representations, model learning, inductive logic programming, and statistical learning. a significant part of the papers covers novel and timely applications of data mining and machine learning in industrial domains

منبع سفارش / آدرس اشتراک

Springer

شماره انبار

978-3-642-23782-9

موضوع مستند نشده

Data mining, Congresses

موضوع مستند نشده

Databases, Congresses

موضوع مستند نشده

Machine learning, Congresses

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Gunopulos, Dimitrios,1967-

مستند نام تنالگان تاييد نشده

ECML PKDD (Conference)(2011 :, Athens, Greece)

تاريخ عمليات

20170726082128.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y