Výsledky vyhledávání - computing algorithms and (((bioinformatics OR informatics) OR informatika) OR information)

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

“…Machine Learning for Healthcare: Handling and Managing Data will provide in-depth information about handling and managing healthcare data through machine learning methods…”
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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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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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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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Statistical advances in the biomedical sciences: clinical trials, epidemiology, survival analysis, and bioinformatics Autor Biswas, Atanu, Datta, Sujay, Fine, Jason P, Segal, Mark R

“… in computing, it has become essential for practitioners in the biomedical sciences to be fully educated on the role statistics plays in ensuring the accurate analysis of research findings…”
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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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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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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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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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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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Teaching computational genomics and bioinformatics on a high performance computing cluster—a primer Autor Sethuraman, Arun

“… Here, I describe the successful implementation of a semester-long (16 week) upper division undergraduate/graduate level course in Computational Genomics and Bioinformatics taught at San Diego State University in Spring…”
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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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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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