Zobrazeno 1 - 10
of 85
pro vyhledávání: '"I, Muchnik"'
Publikováno v:
IJCNN
Dynamic logic (DL) method provides an efficient algorithm for tracking targets in clutter. The DL tracker overcomes the combinatorial complexity of tracking by substituting the discrete assignment problem with a problem of continuous optimization of
Publikováno v:
2007 International Conference on Integration of Knowledge Intensive Multi-Agent Systems.
Identification of concepts in a text depends on the text representation, concept representation, and identification methods. Paper describes all three components: creation of synonymless vocabulary, text transformation, representation of concepts by
Publikováno v:
2007 International Conference on Integration of Knowledge Intensive Multi-Agent Systems.
The major computational challenge of multi-target tracking in clutter is solving the report-to-track association problem that has non-combinatorial complexity. Dynamic logic (DL) tracker performs data association without combinatorial complexity. The
Publikováno v:
CIBCB
In this paper, we investigate the sequence-based protein-protein interaction prediction by machine learning methods. Specifically, we propose to build classifiers in the space of domain pairs, which are purely based on sequence data. We designed a no
Publikováno v:
IEMC '03 Proceedings. Managing Technologically Driven Organizations: The Human Side of Innovation and Change (IEEE Cat. No.03CH37502).
In recent years, clustering became one of the fundamental methods of large dataset analysis. In particular, clustering is an important component of real-time image compression and exploitation algorithms, such as vector quantization, segmentation of
Protein structural domain parsing by consensus reasoning over multiple knowledge sources and methods
Publikováno v:
Studies in health technology and informatics. 84(Pt 2)
Domain parsing, or the detection of signals of protein structural domains from sequence data, is a complex and difficult problem. If carried out reliably it would be a powerful interpretive and predictive tool for genomic and proteomic studies. We re
Publikováno v:
Proceedings. International Conference on Intelligent Systems for Molecular Biology.
We present an analysis of multi-aligned eukaryotic and procaryotic small subunit rRNA sequences using a novel segmentation and clustering procedure capable of extracting subsets of sequences that share common sequence features. This procedure consist
Publikováno v:
Proteins. 35(4)
A computational method has been developed for the assignment of a protein sequence to a folding class in the Structural Classification of Proteins (SCOP). This method uses global descriptors of a primary protein sequence in terms of the physical, che
Publikováno v:
Proceedings. International Conference on Intelligent Systems for Molecular Biology. 5
This work demonstrates new techniques developed for the prediction of protein folding class in the context of the most comprehensive Structural Classification of Proteins (SCOP). The prediction method uses global descriptors of a protein in terms of
Publikováno v:
Proceedings. International Conference on Intelligent Systems for Molecular Biology. 3
A method of quantitative comparison of two classifications rules applied to protein folding problem is presented. Classification of proteins based on sequence homology and based on amino acid composition were compared and analyzed according to this a