Výsledky vyhledávání - computing algorithms and (((bioinformatika OR informatics) OR bioinformatika) OR information)

Bioinformatics: the machine learning approach Autor Baldi, Pierre, Brunak, Søren

“…A guide to machine learning approaches and their application to the analysis of biological data…”
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Differentially Private Asynchronous Federated Learning for Mobile Edge Computing in Urban Informatics Autor Lu, Yunlong, Huang, Xiaohong, Dai, Yueyue, Maharjan, Sabita, Zhang, Yan

“…Driven by technologies such as mobile edge computing and 5G, recent years have witnessed the rapid development of urban informatics, where a large amount of data is generated…”
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Deep Learning Empowered Task Offloading for Mobile Edge Computing in Urban Informatics Autor Zhang, Ke, Zhu, Yongxu, Leng, Supeng, He, Yejun, Maharjan, Sabita, Zhang, Yan

“… In this context, autonomous driving is an attractive issue, which leverages large amounts of sensory information for smart navigation while posing intensive computation demands on resource constrained vehicles…”
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New classifications for quantum bioinformatics: Q-bioinformatics, QCt-bioinformatics, QCg-bioinformatics, and QCr-bioinformatics Autor Mokhtari, Majid, Khoshbakht, Samane, Ziyaei, Kobra, Akbari, Mohammad Esmaeil, Moravveji, Sayyed Sajjad

“…s. This new field employs the principles of quantum mechanics, quantum algorithms, and quantum computing to solve complex problems in molecular biology, drug design, and protein folding…”
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Unipro UGENE: a unified bioinformatics toolkit Autor Okonechnikov, Konstantin, Golosova, Olga, Fursov, Mikhail

“…Unipro UGENE is a multiplatform open-source software with the main goal of assisting molecular biologists without much expertise in bioinformatics to manage, analyze and visualize their data…”
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Quantum computing in bioinformatics: a systematic review mapping Autor Nałęcz-Charkiewicz, Katarzyna, Charkiewicz, Kamil, Nowak, Robert M

“…Abstract The field of quantum computing (QC) is expanding, with efforts being made to apply it to areas previously covered by classical algorithms and methods…”
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ELIXIR-IT HPC@CINECA: high performance computing resources for the bioinformatics community Autor Castrignanò, Tiziana, Gioiosa, Silvia, Flati, Tiziano, Cestari, Mirko, Picardi, Ernesto, Chiara, Matteo, Fratelli, Maddalena, Amente, Stefano, Cirilli, Marco, Tangaro, Marco Antonio, Chillemi, Giovanni, Pesole, Graziano, Zambelli, Federico

“… Modern biological experiments are increasingly becoming both data and computationally intensive and the wealth of publicly available biological data is introducing bioinformatics into the “Big Data” era…”
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Molecular Computing and Bioinformatics Autor Liang, Xin, Zhu, Wen, Lv, Zhibin, Zou, Quan

“…Molecular computing and bioinformatics are two important interdisciplinary sciences that study molecules and computers…”
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Comparing different supervised machine learning algorithms for disease prediction Autor Uddin, Shahadat, Khan, Arif, Hossain, Md Ekramul, Moni, Mohammad Ali

“…Background Supervised machine learning algorithms have been a dominant method in the data mining field…”
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Bioimage informatics: Investing in software usability is essential Autor Paul-Gilloteaux, Perrine

“… The rapid adoption of this software speaks to the importance of user experience to disseminate new methods of bioimage informatics…”
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Open data and algorithms for open science in AI-driven molecular informatics Autor Brinkhaus, Henning Otto, Rajan, Kohulan, Schaub, Jonas, Zielesny, Achim, Steinbeck, Christoph

“…Recent years have seen a sharp increase in the development of deep learning and artificial intelligence-based molecular informatics…”
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Guest Editorial: Special Issue on Theoretical Informatics Autor Kohayakawa, Yoshiharu, Miyazawa, Flávio K.

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Feature selection methods for big data bioinformatics: A survey from the search perspective Autor Wang, Lipo, Wang, Yaoli, Chang, Qing

“…This paper surveys main principles of feature selection and their recent applications in big data bioinformatic…”
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Interpreting Concept Learning in Cognitive Informatics and Granular Computing Autor Yao, Yiyu

“…Cognitive informatics and granular computing are two emerging fields of study concerning information and knowledge processing…”
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Nearest neighbor imputation algorithms: a critical evaluation Autor Beretta, Lorenzo, Santaniello, Alessandro

“…Background Nearest neighbor (NN) imputation algorithms are efficient methods to fill in missing data where each missing value on some records is replaced by a value obtained from related cases in the whole set of records…”
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Explainability for artificial intelligence in healthcare: a multidisciplinary perspective Autor Amann, Julia, Blasimme, Alessandro, Vayena, Effy, Frey, Dietmar, Madai, Vince I.

“…Background Explainability is one of the most heavily debated topics when it comes to the application of artificial intelligence (AI) in healthcare. Even though…”
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A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms Autor Carrington, André M., Fieguth, Paul W., Qazi, Hammad, Holzinger, Andreas, Chen, Helen H., Mayr, Franz, Manuel, Douglas G.

“… However, these alternatives cannot be as fully interpreted as the AUC, in part because they ignore some information about actual negatives…”
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MatGPT: A Vane of Materials Informatics from Past, Present, to Future Autor Wang, Zhilong, Chen, An, Tao, Kehao, Han, Yanqiang, Li, Jinjin

“… with “data” as the basic factor and “algorithm + computing power” as the core productivity…”
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Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone Autor Chicco, Davide, Jurman, Giuseppe

“…Background Cardiovascular diseases kill approximately 17 million people globally every year, and they mainly exhibit as myocardial infarctions and heart…”
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Editor’s Note: Special Issue Dedicated to the 14th Latin American Theoretical Informatics Symposium

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