K
Klaus-Dieter Althoff
Researcher at University of Hildesheim
Publications - 185
Citations - 2478
Klaus-Dieter Althoff is an academic researcher from University of Hildesheim. The author has contributed to research in topics: Case-based reasoning & Knowledge acquisition. The author has an hindex of 25, co-authored 177 publications receiving 2404 citations. Previous affiliations of Klaus-Dieter Althoff include University of Navarra & German Research Centre for Artificial Intelligence.
Papers
More filters
Book
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology (Lecture Notes in Computer Science, 1612.)
TL;DR: The INRECA methodology presented in detail in this monograph provides a data analysis framework for developing case-based reasoning solutions for successful application in real-world industrial contexts.
Book ChapterDOI
Using k-d Trees to Improve the Retrieval Step in Case-Based Reasoning
TL;DR: The basic idea of the algorithm is to use the heterogeneity of the search space for a density-based structuring and to employ this precomputed structure, a k- d tree, for efficient case retrieval according to a given similarity measure.
Journal ArticleDOI
Case-based reasoning for medical decision support tasks: the Inreca approach
Klaus-Dieter Althoff,Ralph Bergmann,Stefan Wess,Michel Manago,Eric Auriol,Oleg I. Larichev,Alexander Bolotov,Yurii I. Zhuravlev,Serge I. Gurov +8 more
TL;DR: An approach for developing knowledge-based medical decision support systems based on the new technology of case-based reasoning for technical diagnosis and 'scale-up' to more general non-technical decision support tasks as typically given in medical domains is described.