In recent years, the development of high throughput devices for the massive parallel analyses of genomic data has lead to the generation of large amount of new biological evidences and has triggered the proliferation of data mining algorithms for the extraction of meaningful information. Microarrays ...
Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared ( FTIR) spectroscopy Martin, Measuring similarity and improving stability in biomarker identification methods applied to Fourier-transform infrared (FTIR) spectroscopy, J. Biophotonics... ...
UMLS::Similarity is freely available open source software that allows a user to measure the semantic similarity or relatedness of biomedical terms found in the Unified Medical Language System (UMLS). It is written in Perl and can be used via a command line interface, an API, or a Web in...
摘要: An approach to measuring the similarity between Vague sets by their intuitive understanding was proposed. Compared with the measures of similarity between Vague sets given by present articles, the method was rational and close to people′s intuitive understanding....
Using a generalized cosine measure for measuring semantic similarity between complex objects 来自 ResearchGate 喜欢 0 阅读量: 12 作者: S Benabderrahmane 摘要: big data analytics 会议名称: AAFD 10 , Machine Learning and Data Mining workshop, June 2010, Paris. ...
and Light Stemming techniques for measuring the semantic between Arabic words with the well known abstractive model-Latent Semantic Analysis (LSA)- with a wide variety of distance functions and similarity measures, such as the Euclidean Distance, Cosine Similarity, Jaccard Coefficient, and the Pearson...
The text similarity measuring method based on the semantic analysis and the semantic relation network can be used for the technical field of data mining and information retrieval technology such as text clustering and information retrieval. Compared with other existing text similarity calculating methods,...
Resnik, P.: Semantic Similarity in a Taxonomy: An Information-Based Measure and Its Application to Problems of Ambiguity in Natural Language. J. Artificial Intelligence Research 11, 95–130 (1999) Miller, G.A.: WordNet: A Lexical Database for English. Comm. ACM 38(11), 39–41 (1995)...
To measure the impact of the hazards, we compute the Jensen-Shannon (JS) divergence for measuring the similarity between accessibility distributions in the presence and absence of hazards. We observe that the average expected travel time slightly decreases in the earthquake scenario, as depicted in ...
Similarity may be measured through multiple distances and efficiency measures. In turn, the aim is to globally minimize DEA model slacks to determine the closest efficient targets. However, as we will show later in the text, minimizing a mathematical distance in DEA is not an easy task, as ...