Advances in Data Analysis and Classification
Das wissenschaftliche Journal „Advances in Data Analysis and Classification – Theory, Methods, and Applications in Data Science“ (ADAC) wird vom Springer-Verlag unter den Editoren H.-H. Bock; W. Gaul; A. Okada; M. Vichi; C. Weihs herausgegeben und steht GfKl-Mitgliedern kostenfrei zur Verfügung.
Auszug aus der Journal-Beschreibung
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 whatever types of data. It publishes articles on topics as, e.g.,
- 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 whatever type of data, and
- Applications of advanced methods in specific domains of practice.
In particular, this comprises the consideration and handling of new data types as well as the analysis of complex structures such as text data and webfiles. Whereas the discussion of theoretical, statistical, or algorithmic advances in methodology is a major issue (e.g., in classification and clustering), the journal encourages strongly the publication of applications that illustrate how new domain-specific knowledge can be made available from data by skillful use of data analysis methods. In addition to contributed papers on specific topics, the journal also publishes survey papers that outline, and illuminate, the basic ideas and techniques of special approaches. On occasion, specialized topics will be presented in a special issue. The journal is supported by several scientific societies which aim to foster the area of classification and data analysis.
Eine Liste aller Artikel der bisherigen Jahrgängen (ab 2007) finden Sie hier: Liste der Publikationen im Journal „Advances in Data Analysis and Classification – Theory, Methods, and Applications in Data Science“ (ADAC)