Results 11 to 20 of about 25,078,586 (315)
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects [PDF]
IEEE Transactions on Neural Networks and Learning Systems, 2020 A convolutional neural network (CNN) is one of the most significant networks in the deep learning field. Since CNN made impressive achievements in many areas, including but not limited to computer vision and natural language processing, it attracted much
Zewen Li +4 more
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An introduction to statistical learning with applications in R
Statistical Theory and Related Fields, 2021 The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.
Fariha Sohil +2 more
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The biology, function, and biomedical applications of exosomes
Science, 2020 Clinical uses of cellular communication Exosomes are a type of extracellular vesicle that contain constituents (protein, DNA, and RNA) of the cells that secrete them.
R. Kalluri, Valerie S. LeBleu
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Diffusion Models: A Comprehensive Survey of Methods and Applications [PDF]
ACM Computing Surveys, 2022 Diffusion models have emerged as a powerful new family of deep generative models with record-breaking performance in many applications, including image synthesis, video generation, and molecule design.
Ling Yang +8 more
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Graph Neural Networks: A Review of Methods and Applications [PDF]
AI Open, 2018 Lots of learning tasks require dealing with graph data which contains rich relation information among elements. Modeling physics system, learning molecular fingerprints, predicting protein interface, and classifying diseases require a model to learn from
Jie Zhou +5 more
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BLAST+: architecture and applications
BMC Bioinformatics, 2009 BackgroundSequence similarity searching is a very important bioinformatics task. While Basic Local Alignment Search Tool (BLAST) outperforms exact methods through its use of heuristics, the speed of the current BLAST software is suboptimal for very long ...
Christiam Camacho +6 more
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Nanoparticles: Properties, applications and toxicities
Arabian Journal of Chemistry, 2017 This review is provided a detailed overview of the synthesis, properties and applications of nanoparticles (NPs) exist in different forms. NPs are tiny materials having size ranges from 1 to 100 nm.
Ibrahim Khan, K. Saeed, Idrees Khan
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A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems [PDF]
IEEE Network, 2019 The ongoing deployment of 5G cellular systems is continuously exposing the inherent limitations of this system, compared to its original premise as an enabler for Internet of Everything applications.
W. Saad, M. Bennis, Mingzhe Chen
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A Survey on Knowledge Graphs: Representation, Acquisition, and Applications [PDF]
IEEE Transactions on Neural Networks and Learning Systems, 2020 Human knowledge provides a formal understanding of the world. Knowledge graphs that represent structural relations between entities have become an increasingly popular research direction toward cognition and human-level intelligence.
Shaoxiong Ji +4 more
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SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing
J. Comput. Biol., 2012 The lion's share of bacteria in various environments cannot be cloned in the laboratory and thus cannot be sequenced using existing technologies. A major goal of single-cell genomics is to complement gene-centric metagenomic data with whole-genome ...
A. Bankevich +15 more
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