Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases
Latest Publications

TOTAL DOCUMENTS

9

(FIVE YEARS 0)

H-INDEX

2

(FIVE YEARS 0)

Published By WORLD SCIENTIFIC

9789813228030, 9789813228047

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Supporting the Mining of Big Data by Means of Domain Knowledge During the Pre-mining Phases

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_0006 ◽

2018 ◽

pp. 118-143

Author(s):

Rémon Cornelisse ◽

Sunil Choenni

Keyword(s):

Big Data ◽

Domain Knowledge

Download Full-text

Streaming Data Mining with Massive Online Analytics (MOA)

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_0001 ◽

2018 ◽

pp. 1-25 ◽

Author(s):

Albert Bifet ◽

Jesse Read ◽

Geoff Holmes ◽

Bernhard Pfahringer

Keyword(s):

Data Mining ◽

Download Full-text

Weightless Neural Modeling for Mining Data Streams

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_0002 ◽

2018 ◽

pp. 26-43

Author(s):

Douglas O. Cardoso ◽

João Gama ◽

Felipe França

Keyword(s):

Data Streams ◽

Neural Modeling ◽

Mining Data Streams

Download Full-text

Consensus Learning for Sequence Data

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_0004 ◽

2018 ◽

pp. 69-91 ◽

Author(s):

Andreas Nienkötter ◽

Xiaoyi Jiang

Keyword(s):

Download Full-text

Clustering-Based Classification of Document Streams with Active Learning

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_0005 ◽

2018 ◽

pp. 92-117

Author(s):

Mark Last ◽

Maxim Stoliar ◽

Menahem Friedman

Keyword(s):

Active Learning

Download Full-text

BACK MATTER

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_bmatter ◽

2018 ◽

pp. 169-171

Author(s):

Mark Last ◽

Horst Bunke ◽

Abraham Kandel

Download Full-text

FRONT MATTER

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_fmatter ◽

2018 ◽

pp. i-xxiv

Author(s):

Mark Last ◽

Horst Bunke ◽

Abraham Kandel

Download Full-text

Data Analytics: Industrial Perspective & Solutions for Streaming Data

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_0007 ◽

2018 ◽

pp. 144-168 ◽

Author(s):

Mohsin Munir ◽

Sebastian Baumbach ◽

Ying Gu ◽

Andreas Dengel ◽

Sheraz Ahmed

Keyword(s):

Data Analytics ◽

Download Full-text

Ensemble Classifiers for Imbalanced and Evolving Data Streams

Series in Machine Perception and Artificial Intelligence - Data Mining in Time Series and Streaming Databases ◽

10.1142/9789813228047_0003 ◽

2018 ◽

pp. 44-68 ◽

Author(s):

Dariusz Brzezinski ◽

Jerzy Stefanowski

Keyword(s):

Data Streams ◽

Ensemble Classifiers ◽

Download Full-text