Výsledky vyhľadávania - computing algorithms and (bioinformatics OR informatics)

Machine Learning for Healthcare: Handling and Managing Data Autor Agrawal, Rashmi, Chatterjee, Jyotir Moy, Kumar, Abhishek, Rathore, Pramod Singh, Le, Dac-Nhuong

“… This book will express the long-standing challenges in healthcare informatics and provide rational explanations of how to deal with them…”
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Rough-Fuzzy Pattern Recognition: Applications in Bioinformatics and Medical Imaging Autor Maji, Pradipta, Pal, Sankar K

“…"This book provides a unified framework describing how rough-fuzzy computing techniques can be formulated and used in building efficient pattern recognition models…”
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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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Bioinformatics: High Performance Parallel Computer Architectures Autor Schmidt, Bertil

“… Providing two introductory chapters to supply necessary background on sequential bioinformatics algorithms and parallel architectures-such as multi-cores, Cell B.E…”
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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

“…Abstract Bioinformatics has revolutionized biology and medicine by using computational methods to analyze and interpret biological data…”
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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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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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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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Quantum computing in bioinformatics: a systematic review mapping Autor Nałęcz-Charkiewicz, Katarzyna, Charkiewicz, Kamil, Nowak, Robert M

“… Bioinformatics is one such domain that is developing in terms of QC. This article offers a broad mapping review of methods and algorithms of QC in bioinformatics, marking the first of its kind…”
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Analysis of biological data: a soft computing approach Autor Bandyopadhyay, Sanghamitra, Maulik, Ujjwal, Wang, Jason T. L

“… information processing capabilities for handling real-life ambiguous situations. Several research articles dealing with the application of soft computing tools to bioinformatics have been published in the recent past…”
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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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Cloud BioLinux: pre-configured and on-demand bioinformatics computing for the genomics community Autor Krampis, Konstantinos, Booth, Tim, Chapman, Brad, Tiwari, Bela, Bicak, Mesude, Field, Dawn, Nelson, Karen E

“…Background A steep drop in the cost of next-generation sequencing during recent years has made the technology affordable to the majority of researchers, but downstream bioinformatic analysis still…”
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multiPhATE: bioinformatics pipeline for functional annotation of phage isolates Autor Ecale Zhou, Carol L, Malfatti, Stephanie, Kimbrel, Jeffrey, Philipson, Casandra, McNair, Katelyn, Hamilton, Theron, Edwards, Robert, Souza, Brian

“…) across a user-specified set of phage genomes. This tool incorporates a de novo phage gene calling algorithm and assigns putative functions to gene calls using protein-, virus- and phage-centric database…”
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Graphics processing units in bioinformatics, computational biology and systems biology Autor Nobile, Marco S, Cazzaniga, Paolo, Tangherloni, Andrea, Besozzi, Daniela

“…Abstract Several studies in Bioinformatics, Computational Biology and Systems Biology rely on the definition of physico-chemical or mathematical models of biological systems at different scales…”
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Developing reproducible bioinformatics analysis workflows for heterogeneous computing environments to support African genomics Autor Baichoo, Shakuntala, Souilmi, Yassine, Panji, Sumir, Botha, Gerrit, Meintjes, Ayton, Hazelhurst, Scott, Bendou, Hocine, Beste, Eugene de, Mpangase, Phelelani T., Souiai, Oussema, Alghali, Mustafa, Yi, Long, O’Connor, Brian D., Crusoe, Michael, Armstrong, Don, Aron, Shaun, Joubert, Fourie, Ahmed, Azza E., Mbiyavanga, Mamana, Heusden, Peter van, Magosi, Lerato E., Zermeno, Jennie, Mainzer, Liudmila Sergeevna, Fadlelmola, Faisal M., Jongeneel, C. Victor, Mulder, Nicola

“… A key role of H3ABioNet is to support H3Africa projects by building bioinformatics infrastructure such as portable and reproducible bioinformatics workflows for use on heterogeneous African computing environments…”
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The Carbon Footprint of Bioinformatics Autor Grealey, Jason, Lannelongue, Loïc, Saw, Woei-Yuh, Marten, Jonathan, Méric, Guillaume, Ruiz-Carmona, Sergio, Inouye, Michael

“…Abstract Bioinformatic research relies on large-scale computational infrastructures which have a nonzero carbon footprint but so far, no study has quantified the environmental costs of bioinformatic…”
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An overview of the Hadoop/MapReduce/HBase framework and its current applications in bioinformatics Autor Taylor, Ronald C

“…Background Bioinformatics researchers are now confronted with analysis of ultra large-scale data sets, a problem that will only increase at an alarming rate in coming years…”
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Profiling the BLAST bioinformatics application for load balancing on high-performance computing clusters Autor Cheng, Trinity, Chin, Pei-Ju, Cha, Kenny, Petrick, Nicholas, Mikailov, Mike

“…Background The Basic Local Alignment Search Tool (BLAST) is a suite of commonly used algorithms for identifying matches between biological sequences…”
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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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ElasticBLAST: accelerating sequence search via cloud computing Autor Camacho, Christiam, Boratyn, Grzegorz M., Joukov, Victor, Vera Alvarez, Roberto, Madden, Thomas L.

“…) to categorize their query sequences. Producing such alignments is an essential bioinformatics task that is well suited for the cloud…”
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