Advances in Data Mining. Applications and Theoretical Aspects. 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings

Vol. 7377. Берлин , Хайдельберг : Springer, 2012.

Научный редактор: Perner P.

This book constitutes the refereed proceedings of the 12th Industrial Conference on Data Mining, ICDM 2012, held in Berlin, Germany in July 2012. The 22 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on data mining in medicine and biology; data mining for energy industry; data mining in traffic and logistic; data mining in telecommunication; data mining in engineering; theory in data mining; theory in data mining: clustering; theory in data mining: association rule mining and decision rule mining.

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Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research

Пульманс Й., Игнатов Д. И., Виене С. и др., , in: Advances in Data Mining. Applications and Theoretical Aspects. 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. ProceedingsVol. 7377.: Berlin, Heidelberg: Springer, 2012. P. 273–287.

Formal Concept Analysis (FCA) is an unsupervised clustering technique and many scientific papers are devoted to applying FCA in Information Retrieval (IR) research. We collected 103 papers published between 2003-2009 which mention FCA and information retrieval in the abstract, title or keywords. Using a prototype of our FCA-based toolset CORDIET, we converted the pdf-files containing ...

Добавлено: 3 декабря 2012 г.

Human-Centered Text Mining: A New Software System

Poelmans J., Elzinga P., Незнанов А. А. и др., , in: Advances in Data Mining. Applications and Theoretical Aspects. 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. ProceedingsVol. 7377.: Berlin, Heidelberg: Springer, 2012. P. 258–272.

Добавлено: 28 января 2013 г.

Ключевые слова: математика, машинное обучение, разработка данных (Data Mining), информатика, информационный поиск, вычислительная техника, case-based reasoning, data warehouse, learning algorithms, rule optimization, self-organizing maps, database management & information retrieval, information systems and applications, интеллектуальный анализ данных, представление знаний, инженерия знаний, кибернетика, автоматика, artificial intelligence, image processing