Advances in Data Analysis and Classification

期刊简介：The international journal Advances in Data Analysis and Classification (ADAC) is designed as a forum for high standard publications on research and applications concerning the extraction of knowable aspects from many types of data. It publishes articles on such topics as structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering, and pattern recognition methods; strategies for modeling complex data and mining large data sets; methods for the extraction of knowledge from data, and applications of advanced methods in specific domains of practice. Articles illustrate how new domain-specific knowledge can be made available from data by skillful use of data analysis methods. The journal also publishes survey papers that outline, and illuminate the basic ideas and techniques of special approaches.

【译文】《数据分析和分类进展》（ADAC）是一本国际期刊，旨在为关于从多种类型的数据中提取可知名方面的研究与应用提供高标准的出版物论坛。它发表关于数据结构、定量或统计方法分析数据；分类、聚类和模式识别方法的发展；建模复杂数据和挖掘大数据集的策略；从数据中提取知识的方法，以及在特定实践领域的先进方法应用的文章。文章展示了如何通过巧妙地使用数据分析方法，从数据中获取新的特定领域知识。该期刊还发表综述文章，概述并阐明特殊方法的基本思想和技巧。