عنوان

Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII :

شابک

364237574X

شابک

9783642375743

شماره

b567913

عنوان اصلي

Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII :

نام عام مواد

[Book]

ساير اطلاعات عنواني

Special Issue on Advances in Data Warehousing and Knowledge Discovery

نام نخستين پديدآور

edited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal.

محل نشرو پخش و غیره

Berlin, Heidelberg

نام ناشر، پخش کننده و غيره

Springer Berlin Heidelberg : Imprint : Springer

تاریخ نشرو بخش و غیره

2013

نام خاص و کميت اثر

1 ressource en ligne (XII, 197 p.) : 99 illustrations

عنوان فروست

Lecture Notes in Computer Science, 7790.

متن يادداشت

ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce --; The Planning OLAP Model --; A Multidimensional Model with Planning Support --; Query Optimization for the NOX OLAP Algebra --; Finding Critical Thresholds for Defining Bursts in Event Logs --; Concurrent Semi-supervised Learning with Active Learning of Data Streams --; Efficient Single Pass Ordered Incremental Pattern Mining --; Finding Interesting Rare Association Rules Using Rare Pattern Tree --; Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models.

متن يادداشت

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This, the eighth issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers focusing on the following topics: scalable data warehousing via MapReduce, extended OLAP multidimensional models, naive OLAP engines and their optimization, advanced data stream processing and mining, semi-supervised learning of data streams, incremental pattern mining over data streams, association rule mining over data streams, frequent pattern discovery over data streams.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Database management.

مستند نام اشخاص تاييد نشده

edited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal.

مستند نام اشخاص تاييد نشده

Abdelkader Hameurlain

مستند نام اشخاص تاييد نشده

Alfredo Cuzzocrea

مستند نام اشخاص تاييد نشده

Josef Küng

مستند نام اشخاص تاييد نشده

Roland Wagner

مستند نام اشخاص تاييد نشده

Umeshwar Dayal

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y