J
Jorma Laurikkala
Researcher at University of Tampere
Publications - 38
Citations - 1702
Jorma Laurikkala is an academic researcher from University of Tampere. The author has contributed to research in topics: Cluster analysis & Missing data. The author has an hindex of 16, co-authored 38 publications receiving 1476 citations. Previous affiliations of Jorma Laurikkala include University UCINF.
Papers
More filters
Book ChapterDOI
Improving Identification of Difficult Small Classes by Balancing Class Distribution
TL;DR: The results suggest that NCL is a useful method for improving the modeling of difficult small classes, and for building classifiers to identify these classes from the real-world data.
Informal identification of outliers in medical data
TL;DR: The removal of outliers increased the descriptive classification accuracy of discriminant analysis functions and nearest neighbour method, while the predictive ability of these methods reduced somewhat.
Proceedings ArticleDOI
Stemming and lemmatization in the clustering of finnish text documents
TL;DR: It is concluded that lemmatization is a better word normalization method than stemming, when Finnish text documents are clustered for information retrieval.
Journal ArticleDOI
On principal component analysis, cosine and Euclidean measures in information retrieval
TL;DR: The single and complete linkage and Ward clustering was applied to Finnish documents utilizing their relevance assessment as a new feature and a connection between the cosine measure and the Euclidean distance was used in association with PCA.
Journal ArticleDOI
Creating and exploiting a comparable corpus in cross-language information retrieval
TL;DR: This study builds a comparable corpus from articles by a Swedish news agency and a U.S. newspaper to be used as a similarity thesaurus to translate queries along with a dictionary-based translator.