Combining logical and statistical rule reasoning and verification for medical applications

D. E. Palchunov; D. E. Tishkovsky; S. V. Tishkovskaya; G. E. Yakhyaeva

doi:10.1109/SIBIRCON.2017.8109895

Combining logical and statistical rule reasoning and verification for medical applications

D. E. Palchunov, D. E. Tishkovsky, S. V. Tishkovskaya, G. E. Yakhyaeva

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › рецензирование

4 Цитирования (Scopus)

Аннотация

We propose a methodology of structuring domain knowledge as a four-layered framework. The taxonomy consists of four hierarchically related components which include: Ontology, General Knowledge, Statistics and Probability Based Knowledge and individual cases. Further, we suggest using statistics based techniques to verify rules representing General Knowledge and to test and construct new decision rules.

Язык оригинала	английский
Название основной публикации	Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017
Издатель	Institute of Electrical and Electronics Engineers Inc.
Страницы	309-313
Число страниц	5
ISBN (электронное издание)	9781538615966
DOI	https://doi.org/10.1109/SIBIRCON.2017.8109895
Состояние	Опубликовано - 14 ноя 2017
Событие	2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017 - Novosibirsk, Российская Федерация Продолжительность: 18 сен 2017 → 22 сен 2017

Конференция

Конференция	2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017
Страна	Российская Федерация
Город	Novosibirsk
Период	18.09.2017 → 22.09.2017

Доступ к документу

10.1109/SIBIRCON.2017.8109895

Другие файлы и ссылки

Link to publication in Scopus

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Цитировать

Palchunov, D. E., Tishkovsky, D. E., Tishkovskaya, S. V., & Yakhyaeva, G. E. (2017). Combining logical and statistical rule reasoning and verification for medical applications. В Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017 (стр. 309-313). [8109895] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIBIRCON.2017.8109895

@inproceedings{92f997b15cc943baa3d18e020cf033a6,

title = "Combining logical and statistical rule reasoning and verification for medical applications",

abstract = "We propose a methodology of structuring domain knowledge as a four-layered framework. The taxonomy consists of four hierarchically related components which include: Ontology, General Knowledge, Statistics and Probability Based Knowledge and individual cases. Further, we suggest using statistics based techniques to verify rules representing General Knowledge and to test and construct new decision rules.",

keywords = "Case-based reasoning, Knowledge engineering, Medical applications, Ontology, Rule-based reasoning, Statistics reasioning, Taxonomy, knowledge engineering, taxonomy, DECISION-SUPPORT, STROKE, medical applications, statistics reasioning, case-based reasoning, rule-based reasoning, ontology",

author = "Palchunov, {D. E.} and Tishkovsky, {D. E.} and Tishkovskaya, {S. V.} and Yakhyaeva, {G. E.}",

year = "2017",

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day = "14",

doi = "10.1109/SIBIRCON.2017.8109895",

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note = "2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017 ; Conference date: 18-09-2017 Through 22-09-2017",

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Palchunov, DE, Tishkovsky, DE, Tishkovskaya, SV & Yakhyaeva, GE 2017, Combining logical and statistical rule reasoning and verification for medical applications. в Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017., 8109895, Institute of Electrical and Electronics Engineers Inc., стр. 309-313, 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017, Novosibirsk, Российская Федерация, 18.09.2017. https://doi.org/10.1109/SIBIRCON.2017.8109895

Combining logical and statistical rule reasoning and verification for medical applications. / Palchunov, D. E.; Tishkovsky, D. E.; Tishkovskaya, S. V.; Yakhyaeva, G. E.

Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017. Institute of Electrical and Electronics Engineers Inc., 2017. стр. 309-313 8109895.

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › рецензирование

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N2 - We propose a methodology of structuring domain knowledge as a four-layered framework. The taxonomy consists of four hierarchically related components which include: Ontology, General Knowledge, Statistics and Probability Based Knowledge and individual cases. Further, we suggest using statistics based techniques to verify rules representing General Knowledge and to test and construct new decision rules.

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KW - Rule-based reasoning

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KW - knowledge engineering

KW - taxonomy

KW - DECISION-SUPPORT

KW - STROKE

KW - medical applications

KW - statistics reasioning

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Palchunov DE, Tishkovsky DE, Tishkovskaya SV, Yakhyaeva GE. Combining logical and statistical rule reasoning and verification for medical applications. В Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017. Institute of Electrical and Electronics Engineers Inc. 2017. стр. 309-313. 8109895 https://doi.org/10.1109/SIBIRCON.2017.8109895