32 citations · 40 across the 4 of their papers we have counts for
4 papers
Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields
Dmitry I. Ignatov
This paper is a tutorial on Formal Concept Analysis (FCA) and its applications. FCA is an applied branch of Lattice Theory, a mathematical discipline which enables formalisation of…
Multimodal Clustering for Community Detection
Dmitry I. Ignatov, Alexander Semenov, Daria Komissarova +1
Multimodal clustering is an unsupervised technique for mining interesting patterns in -adic binary relations or -mode networks. Among different types of such generalized patt…
Towards a Unified Taxonomy of Biclustering Methods
Dmitry I. Ignatov, Bruce W. Watson
Being an unsupervised machine learning and data mining technique, biclustering and its multimodal extensions are becoming popular tools for analysing object-attribute data in diffe…
Can FCA-based Recommender System Suggest a Proper Classifier?
Yury Kashnitsky, Dmitry I. Ignatov
The paper briefly introduces multiple classifier systems and describes a new algorithm, which improves classification accuracy by means of recommendation of a proper algorithm to a…