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Titlebook: Information Technology in Bio- and Medical Informatics; 5th International Co Miroslav Bursa,Sami Khuri,M. Elena Renda Conference proceeding

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發(fā)表于 2025-3-21 17:58:50 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Information Technology in Bio- and Medical Informatics
副標(biāo)題5th International Co
編輯Miroslav Bursa,Sami Khuri,M. Elena Renda
視頻videohttp://file.papertrans.cn/466/465704/465704.mp4
叢書(shū)名稱Lecture Notes in Computer Science
圖書(shū)封面Titlebook: Information Technology in Bio- and Medical Informatics; 5th International Co Miroslav Bursa,Sami Khuri,M. Elena Renda Conference proceeding
描述This book constitutes the refereed proceedings of the 5th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2014, held in Munich, Germany, in September 2014, in conjunction with DEXA 2014. The 9 revised long papers presented together with 3 short papers were carefully reviewed and selected from numerous submissions. The papers address the following topics: clustering and bioinformatics; medical image and data processing; and knowledge discovery and machine learning in medicine.
出版日期Conference proceedings 2014
關(guān)鍵詞applied computing; bioinformatics; data management systems; data mining; decision support systems; health
版次1
doihttps://doi.org/10.1007/978-3-319-10265-8
isbn_softcover978-3-319-10264-1
isbn_ebook978-3-319-10265-8Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing Switzerland 2014
The information of publication is updating

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specifically, the feature augmentation technique is implemented on the original features with goal of obtaining high-qualified training data; and then, pls-logistic regression is applied on the newly transformed data to perform dimension reduction and detection model building. The NSL-KDD dataset i
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