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pro vyhledávání: '"Venu Dasigi"'
Publikováno v:
Pattern Recognition. 34:2413-2425
This article reports on our experiments and results on the effectiveness of different feature sets and information fusion from some combinations of them in classifying free text documents into a given number of categories. We use different feature se
Autor:
Venu Dasigi
Publikováno v:
International Journal of Intelligent Systems. 9:571-608
For some time, researchers have become increasingly aware that some aspects of natural language processing can be viewed as abductive inference. This article describes knowledge representation in dual-route parsimonious covering theory, based on an e
Autor:
Venu Dasigi
Publikováno v:
International Journal of Intelligent Systems. 9:609-651
Abductive inferences are commonplace during natural language processing. Having identified some limitations of an existing parsimonious covering model of abductive diagnostic inference, we developed an extended, dual-route version to address issues i
Publikováno v:
ICCABS
We consider a collection of MEDLINE1 abstracts that are associated with a gene, as identified by the occurrence of the gene name (or its synonyms) in the title of the document and then contrast the frequency of occurrence of specific words with their
Autor:
Shamkant B. Navathe, Venu Dasigi, Priyanka Sharad Prabhu, Neha Narkhede, Stephen Tyler, Balaji Palanisamy
Publikováno v:
DTMBIO
Biomedical literature is an important source of information in any researcher's investigation of genes, risk factors, diseases and drugs. Often the information searched by public health researchers is distributed across multiple disparate sources tha
Autor:
Raymond Dingledine, Brian J. Ciliax, Jorge Civera, Venu Dasigi, Shamkant B. Navathe, Ashwin Ram, Ying Liu
Publikováno v:
IEEE/ACM transactions on computational biology and bioinformatics. 2(1)
Partitioning closely related genes into clusters has become an important element of practically all statistical analyses of microarray data. A number of computer algorithms have been developed for this task. Although these algorithms have demonstrate
Autor:
Venu Dasigi, Sirisha Kanda
Publikováno v:
ACM Southeast Regional Conference (1)
This paper discusses an architecture that is used in gene clustering based on functional keyword associations from MEDLNE abstracts. The architecture is designed to store the statistics of the words and documents and supports incremental updating of
Publikováno v:
Innovations in Applied Artificial Intelligence ISBN: 9783540220077
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::99e451188abd66b1878ab832ed737cfd
https://doi.org/10.1007/978-3-540-24677-0_81
https://doi.org/10.1007/978-3-540-24677-0_81
Autor:
Venu Dasigi
Publikováno v:
Proceedings of the IEEE 1993 National Aerospace and Electronics Conference-NAECON 1993.
Here we assume that a phonetic representation of spoken utterances is somehow available, and focus on the problem of identifying the exact words associated with the utterances. This problem may be viewed as explaining the given sequence of phonemes i
Autor:
Venu Dasigi
Publikováno v:
Proceedings of the IEEE 1993 National Aerospace and Electronics Conference-NAECON 1993.
Abduction is generally defined as inference to the best explanation. Many approaches to abductive problem solving involve covering or accounting for what needs to be explained using a parsimonious set of explanation elements. Various criteria of pars