Classification and data mining in musicology

被引:0
|
作者
Beran, J [1 ]
机构
[1] Univ Konstanz, Dept Math & Stat, D-78457 Constance, Germany
关键词
D O I
10.1007/3-540-28084-7_1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data in music are complex and highly structured. In this talk a number of descriptive and model-based methods are discussed that can be used as preprocessing devices before standard methods of classification, clustering etc. can be applied. The purpose of pre-processing is to incorporate prior knowledge in musicology and hence to filter out information that is relevant from the point of view of music theory. This is illustrated by a number of examples from classical music, including the analysis of scores and of musical performance.
引用
收藏
页码:3 / 10
页数:8
相关论文
共 50 条
  • [21] The study on classification and prediction for data mining
    Lin, Cheng
    Yan, Fan
    2015 SEVENTH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2015), 2015, : 1305 - 1309
  • [22] Distributed Classification for Pocket Data Mining
    Stahl, Frederic
    Gaber, Mohamed Medhat
    Liu, Han
    Bramer, Max
    Yu, Philip S.
    FOUNDATIONS OF INTELLIGENT SYSTEMS, 2011, 6804 : 336 - 345
  • [23] A Survey on Data Mining Classification Algorithms
    Umadevi, S.
    Marseline, K. S. Jeen
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICSPC'17), 2017, : 264 - 268
  • [24] Data mining in mining engineering: results of classification and clustering of shovels failures data
    Dindarloo, Saeid R.
    Siami-Irdemoosa, Elnaz
    INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT, 2017, 31 (02) : 105 - 118
  • [25] Agent Based Data Classification Approach for Data Mining
    Abu Bakar, Azuraliza
    Othman, Zulaiha Ali
    Hamdan, Abdul Razak
    Yusof, Rozianiwati
    Ismail, Ruhaizan
    INTERNATIONAL SYMPOSIUM OF INFORMATION TECHNOLOGY 2008, VOLS 1-4, PROCEEDINGS: COGNITIVE INFORMATICS: BRIDGING NATURAL AND ARTIFICIAL KNOWLEDGE, 2008, : 970 - 975
  • [26] Research on Data Classification Algorithm in Big Data Mining
    Liu Weigang
    2019 2ND INTERNATIONAL CONFERENCE ON MECHANICAL, ELECTRONIC AND ENGINEERING TECHNOLOGY (MEET 2019), 2019, : 174 - 179
  • [27] Algorithm for classification of biological data based on data mining
    Garcia, Eduardo Moniz
    Fonseca, Simone A. S.
    Beingolea, Jorge R.
    PROCEEDINGS OF THE 2019 IEEE 1ST SUSTAINABLE CITIES LATIN AMERICA CONFERENCE (SCLA), 2019,
  • [28] Combining text mining and data mining for bug report classification
    Zhou, Yu
    Tong, Yanxiang
    Gu, Ruihang
    Gall, Harald
    JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS, 2016, 28 (03) : 150 - 176
  • [29] Combining Text Mining and Data Mining for Bug Report Classification
    Zhou, Yu
    Tong, Yanxiang
    Gu, Ruihang
    Gall, Harald
    2014 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE AND EVOLUTION (ICSME), 2014, : 311 - 320
  • [30] On the Way to a missed Opportunity Musicology, Law and the Core Business of Digital Humanities: Text and Data Mining
    Doehl, Frederic
    LIED UND POPULARE KULTUR-SONG AND POPULAR CULTURE, 2020, 65 : 243 - 266