Wyniki wyszukiwania dla: DATA MINING IN MUSIC

• Music Data Processing and Mining in Large Databases for Active Media

  Publikacja

  • B. Kostek
  • P. Hoffmann

  - Rok 2014

  The aim of this paper was to investigate the problem of music data processing and mining in large databases. Tests were performed on a large data-base that included approximately 30000 audio files divided into 11 classes cor-responding to music genres with different cardinalities. Every audio file was de-scribed by a 173-element feature vector. To reduce the dimensionality of data the Principal Component Analysis (PCA) with variable...

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• Harmony Search for Data Mining with Big Data

  Publikacja

  • J. Balicki
  • P. Dryja
  • W. Korłub

  - Rok 2016

  In this paper, some harmony search algorithms have been proposed for data mining with big data. Three areas of big data processing have been studied to apply new metaheuristics. The first problem is related to MapReduce architecture that can be supported by a team of harmony search agents in grid infrastructure. The second dilemma involves development of harmony search in preprocessing of data series before data mining. Moreover,...

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• DATA MINING IN CONSTRUCTION RESEARCH

  Publikacja

  • J. Rosłon
  • H. Anysz
  • A. Nicał

  - Rok 2018

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• Data Reduction Algorithm for Machine Learning and Data Mining

  Publikacja

  • I. Czarnowski
  • P. Jȩdrzejowicz

  - Rok 2008

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• Data Mining Applications and Methods in Medicine

  Publikacja

  • A. Brzeski
  • P. Rościszewski
  • J. Cychnerski

  - Rok 2014

  In this paper we describe the research area of data mining and its applications in medicine. The origins of data mining and its crucial features are shortly presented. We discuss the specificity of medicine as an application area for computer systems. Characteristic features of the medical data are investigated. Common problems in the area are also presented as well as the strengths and capabilities of the data mining methods....

• Ensemble Classifier for Mining Data Streams

  Publikacja

  • I. Czarnowski
  • P. Jędrzejowicz

  - Procedia Computer Science - Rok 2014

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• Multimedia data mining for e-Commerce.

  Publikacja

  • J. Rumiński

  - Rok 2003

  Przedstawiono studium porównawcze metod eksploracji danych dla e-Commerce.Skupiono się na studium przypadku aplikacji medycznych - wyszukiwania przypadków podobnych.

• Linking music data in executable documents

  Publikacja

  • A. Kaczmarek

  - Rok 2022

  This paper presents the application of Interactive Open Document Architecture (IODA) to music and video data. This architecture was design to create multilayer documents which consist of many files. The paper shows the method of creating media documents on the basis of IODA. These kind of documents were called IODA Media Documents (IMD). IMD have links that connect many different kinds of files containing music and video data....

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• Frequent Sequence Mining in Web Log Data

  Publikacja

  • P. Weichbroth

  - Rok 2018

  The amount of information available even on a single web server can be huge. On the other hand, the amount of visitors (users) can often reach a number of at least six digits. Users vary in gender, age and education, and in consequence their information needs are different. Moreover, they subconsciously expect to get more adequate content after visiting the first few pages. The scope of this kind of problem relates to the domain...

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• Frequent Sequence Mining in Web Log Data

  Publikacja

  • P. Weichbroth

  - Rok 2018

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