Information Selection and Data Compression RapidMiner Library

被引：3
|
作者：
Blachnik, Marcin [1 ]
Kordos, Miroslaw [2 ]
机构：
[1] Silesian Tech Univ, Dept Appl Informat, Krasinskiego 8, Katowice, Poland
[2] Univ Bielsko Biala, Dept Comp Sci & Engn, Willowa 2, Bielsko Biala, Poland
来源：
MACHINE INTELLIGENCE AND BIG DATA IN INDUSTRY | 2016年 / 19卷
关键词：
D O I：
10.1007/978-3-319-30315-4_12
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We present an Information Selection and Data Compression RapidMiner Library, which contains several known instance selection algorithms and several algorithms developed by us for classification and regression tasks. We present the motivation for creating the library and the need for developing new instance selection algorithms or extending the existing ones. We discuss how the library works and how to use it.
引用
收藏
页码：135 / 145
页数：11
相关论文
共 50 条
  • [1] Mining the Web of Linked Data with RapidMiner
    Ristoski, Petar
    Bizer, Christian
    Paulheim, Heiko
    JOURNAL OF WEB SEMANTICS, 2015, 35 : 142 - 151
  • [2] Analysis of Sentiments for Sports data using RapidMiner
    Pawar, Tanuj
    Kalra, Parul
    Mehrotra, Deepti
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT 2018), 2018, : 625 - 628
  • [3] RapidMiner Framework for Manufacturing Data Analysis on the Cloud
    Kitcharoen, Nopparoot
    Kamolsantisuk, Sasithorn
    Angsomboon, Reenapat
    Achalakul, Tiranee
    2013 10TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER SCIENCE AND SOFTWARE ENGINEERING (JCSSE), 2013, : 149 - 154
  • [4] Extending RapidMiner with Data Search and Integration Capabilities
    Gentile, Anna Lisa
    Kirstein, Sabrina
    Paulheim, Heiko
    Bizer, Christian
    SEMANTIC WEB, ESWC 2016, 2016, 9989 : 167 - 171
  • [5] Relevance Feedback on Mobile Data Using RapidMiner
    Pawar, Tanuj
    Kalra, Parul
    Mehrotra, Deepti
    PROCEEDINGS OF THE 2018 4TH INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT - 2018), 2018, : 166 - 169
  • [6] Selection and Use of Automated Library and Information Systems
    E. V. Beskaravaynaya
    T. N. Kharybina
    Scientific and Technical Information Processing, 2024, 51 (4) : 289 - 296
  • [7] Geometrical library recognition for mask data compression
    Veltman, R
    Ashida, I
    PHOTOMASK AND X-RAY MASK TECHNOLOGY III, 1996, 2793 : 418 - 426
  • [8] Policy compression: An information bottleneck in action selection
    Lai, Lucy
    Gershman, Samuel J.
    PSYCHOLOGY OF LEARNING AND MOTIVATION, VOL 74, 2021, 74 : 195 - 232
  • [9] Universal data compression and portfolio selection
    Cover, TM
    37TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, PROCEEDINGS, 1996, : 534 - 538
  • [10] Data protection for library and information services
    Medforth, J
    PROGRAM-ELECTRONIC LIBRARY AND INFORMATION SYSTEMS, 2002, 36 (02) : 131 - 132
12345