عنوان

Machine learning and knowledge discovery in databases :

شابک

3642409946 (electronic bk.)

شابک

9783642409943 (electronic bk.)

شابک اشتباه

9783642409936

شماره

b435173

عنوان اصلي

Machine learning and knowledge discovery in databases :

نام عام مواد

[Book]

ساير اطلاعات عنواني

European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013 : proceedings.

نام نخستين پديدآور

Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný (eds.)

مشخصه جلد

Part III /

نام خاص و کميت اثر

1 online resource (xlvi, 689 pages) :

ساير جزييات

illustrations

عنوان فروست

Lecture notes in artificial intelligence

عنوان فروست

LNCS sublibrary. SL 7, Artificial intelligence

مشخصه جلد

8190.

شاپا ي ISSN فروست

0302-9743 ;

متن يادداشت

Includes bibliographical references and index

متن يادداشت

Reinforcement learning -- Markov decision processes -- Active learning and optimization -- Learning from sequences -- Time series and spatio-temporal data -- Data streams -- Graphs and networks -- Social network analysis -- Natural language processing and information extraction -- Ranking and recommender systems -- Matrix and tensor analysis -- Structured output prediction, multi-label and multi-task learning -- Transfer learning -- Bayesian learning -- Graphical models -- Nearest-neighbor methods -- Ensembles -- Statistical learning -- Semi-supervised learning -- Unsupervised learning -- Subgroup discovery, outlier detection and anomaly detection -- Privacy and security -- Evaluation -- Applications -- Medical applications

بدون عنوان

0

متن يادداشت

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2013, held in Prague, Czech Republic, in September 2013. The 111 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on reinforcement learning; Markov decision processes; active learning and optimization; learning from sequences; time series and spatio-temporal data; data streams; graphs and networks; social network analysis; natural language processing and information extraction; ranking and recommender systems; matrix and tensor analysis; structured output prediction, multi-label and multi-task learning; transfer learning; bayesian learning; graphical models; nearest-neighbor methods; ensembles; statistical learning; semi-supervised learning; unsupervised learning; subgroup discovery, outlier detection and anomaly detection; privacy and security; evaluation; applications; and medical applications

عنوان

OhioLINK electronic book center (Online)

عنوان

SpringerLink

عنوان اصلي به زبان ديگر

ECML PKDD 2013

موضوع مستند نشده

Data mining, Congresses

موضوع مستند نشده

Machine learning, Congresses

موضوع مستند نشده

COM021030

موضوع مستند نشده

UNF

موضوع مستند نشده

UYQE

شماره

ويراست

شماره رده

شماره رده

نشانه اثر

نشانه اثر

مستند نام اشخاص تاييد نشده

Blockeel, Hendrik

مستند نام اشخاص تاييد نشده

Kersting, Kristian

مستند نام اشخاص تاييد نشده

Nijssen, Siegfried, d 1978-

مستند نام اشخاص تاييد نشده

Železný, Filip

مستند نام تنالگان تاييد نشده

ECML PKDD (Conference)(2013 :, Prague, Czech Republic)

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network

تاريخ عمليات

20131202122223.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y