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Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources
2017
IEEE Geoscience and Remote Sensing Magazine
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In this article, we analyze the challenges of using deep learning for remote sensing data analysis, review the recent advances, and provide resources to make deep learning in remote sensing ridiculously ...
such as climate change and urbanization. ...
[63] proposed discriminant DBN for SAR image classification; here, the discriminant features are learned by combining ensemble learning with a DBN in an unsupervised manner. ...
doi:10.1109/mgrs.2017.2762307
fatcat:ec7b32lpdnhvzbdz2uoayw6anq
Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community
2017
Journal of Applied Remote Sensing
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heterogeneous data sources, (v) DL architectures and learning algorithms for spectral, spatial and temporal data, (vi) transfer learning, (vii) an improved theoretical understanding of DL systems, (viii ...
We also review recent new developments in the DL field that can be used in DL for RS. Namely, we focus on theories, tools and challenges for the RS community. ...
Acknowledgments The authors wish to thank graduate students Vivi Wei, Julie White, and Charlie Veal for their valuable inputs related to DL tools. ...
doi:10.1117/1.jrs.11.042609
fatcat:tdbssxma3fettcjy5iqgo6afwa
NanoEHS beyond toxicity – focusing on biocorona
2017
Environmental Science: Nano
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We believe continued development of the field of environmental health and safety of nanomaterials (nanoEHS) hinges on a critical extension from reporting macroscopic and microscopic phenomena to understanding ...
For instance, the proteins constituting the corona can interact with membrane receptors and initiate active cell uptake via endocytosis. ...
In addition, when performing statistical learning on data collected from various sources, identification and exclusion of outliers due to batch-to-batch variations and false positive signals (from ENMs ...
doi:10.1039/c6en00579a
pmid:29123668
pmcid:PMC5673284
fatcat:47pifnwhbfhalfjfqz23pdbkia
Welcome Messages
2019
2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)
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The database would be very useful to carry out deep learning research and various image processing tasks. ...
The database along with its source code will be made open source for the research and academic purpose. ...
It learns a center for the features of each class and meanwhile tries to pull the deep features of the same class close to the corresponding center. ...
doi:10.1109/ispacs48206.2019.8986291
fatcat:gu4zaxsqkncp5n2ebj5fybk7ce
Abstract
2021
Vox Sanguinis
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While authorities worldwide, early on reported daily updated data of the number of individuals testing positive for SARS-CoV-2 viral RNA true measures of incidence and prevalence of SARS-CoV-2 infection ...
., West Nile virus, Coxiella burnetii, Zika virus, and SARS-CoV-2. ...
Samples were thawed and tested in small batches using four different platforms; BioRad CAT, Grifols gel CAT, Immucor Capture-R Echo SPRCA analyser and repeat testing by Ortho CAT. ...
doi:10.1111/vox.13117
pmid:34060100
fatcat:eff3ps633nhrhdvpr4tlxtzg4q
ISEV2021 Abstract Book
2021
Journal of Extracellular Vesicles
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GO enrichment for biological processes revealed that EXO samples were enriched in proteins related to exopeptidase activity, whereas MV samples in those related to cell redox homeostasis and intrinsic ...
Introduction: Nanoalgosomes are newly characterised subtype of small extracellular vesicles (EVs) derived from microalgae, which we are exploiting as novel and scalable biogenic nanotechnology for the ...
EpCAM was found to be weakly expressed in cells and EVs from cell cultures, and was expressed in 5/8 cellular and EV fractions of tissue samples. ...
doi:10.1002/jev2.12083
fatcat:6m2b3nhzozac7fgsy7n2gtt2pq
Abstracts of the 33rd Annual Meeting of the United Kingdom Environmental Mutagen society, 12th-14th July 2010 at the University of Derby, UK
2010
Mutagenesis
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Regulatory genotoxicity testing -what have we learned and how will things change? ...
Blood samples were collected and analysed on Days -1, 15 and 29 for Pig-A mutation and Days 4 and 29 for micronucleated-Ret determination. ...
Except for CYP1A1 and CYP1A2, the metabolizing enzymes examined appeared to be expressed with minimal inter-individual variation (approximately 2-to 5-fold). ...
doi:10.1093/mutage/geq090
fatcat:t6lhb4odsbfcljcmmaerrl767q
EFFECT OF WATER ADSORPTION ENERGY TO ELECTRICITY CONVERSION IN THE YSZ - NANOPOWDER SYSTEMS
2019
Zenodo
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S5 -Engineering and Industrial Physics The electricity consumption is also follows, using a digital power meter type UPT-210 (built by Algodue Elettronica, Italy). ...
This information will be further used to implement concrete measures that will make the cooling system more efficient, ensuring both a better functioning of the computer systems and energy saving. ...
small and large spills; -Protection distances for small and large spills, for both day and night periods. ...
doi:10.5281/zenodo.2591122
fatcat:cgqeyphd4nbxrgthx36auadk7e
A virtual auditory environment for investigating the auditory signal processing of realistic sounds
2008
Journal of the Acoustical Society of America
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In a second part we describe the method used to learn the probabilistic model of different instruments and playing techniques and show that it allows to learn the models from few samples and to deduce ...
sampling and variational Bayes, which allow us to do principled comparisons between alternative models via Bayesian model selection. ...
techniques that can be used for underwater ATR operations. ...
doi:10.1121/1.2936003
fatcat:ontu6yamdvgbnooet5fe36fm74
Analysis of room transfer function and reverberant signal statistics
2008
Journal of the Acoustical Society of America
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In a second part we describe the method used to learn the probabilistic model of different instruments and playing techniques and show that it allows to learn the models from few samples and to deduce ...
sampling and variational Bayes, which allow us to do principled comparisons between alternative models via Bayesian model selection. ...
techniques that can be used for underwater ATR operations. ...
doi:10.1121/1.2935346
fatcat:lxgnqr6tozajhge3ydet3xomam
Temporal suppression and augmentation of click-evoked otoacoustic emissions
2008
Hearing Research
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3766 Although small-size windows are used in a ship, shipboard windows are a multilayered structure with glasses and air-gaps for high sound insulation. ...
See poster sessions for topics and abstracts. ...
In a second part we describe the method used to learn the probabilistic model of different instruments and playing techniques and show that it allows to learn the models from few samples and to deduce ...
doi:10.1016/j.heares.2008.09.008
pmid:18926894
fatcat:bijdlpxpzfcsrjeefayvvu4pl4
Temporal suppression and augmentation of click‐evoked otoacoustic emissions
2008
Journal of the Acoustical Society of America
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3766 Although small-size windows are used in a ship, shipboard windows are a multilayered structure with glasses and air-gaps for high sound insulation. ...
See poster sessions for topics and abstracts. ...
In a second part we describe the method used to learn the probabilistic model of different instruments and playing techniques and show that it allows to learn the models from few samples and to deduce ...
doi:10.1121/1.2935694
fatcat:z6yidzqqendznbmrczb3woaiv4
Across‐frequency processes involved in auditory detection of coloration
2008
Journal of the Acoustical Society of America
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3766 Although small-size windows are used in a ship, shipboard windows are a multilayered structure with glasses and air-gaps for high sound insulation. ...
See poster sessions for topics and abstracts. ...
In a second part we describe the method used to learn the probabilistic model of different instruments and playing techniques and show that it allows to learn the models from few samples and to deduce ...
doi:10.1121/1.2935741
fatcat:acaporn5qvgb5coauovqkbv6lq
Swiss MedLab 2016 and 74th Annual Meeting of the Swiss Society of Microbiology SSM, Bern, 13–16 June 2016
2016
Clinical Chemistry and Laboratory Medicine
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Discriminant analysis of the 2534 detected features in serum suggested that the purine metabolism, cortisol and acylcarnitines were significantly regulated at 80 min of exercise and 120 min post-exercise ...
The analyte was extracted using the Tecan Immobilized Coating Extraction (TICE) technology, a special coating in well plates that act as an absorptive extraction phase for small and principally non-polar ...
For instance, the resistance phenotype of human IAV segregates with a discrete cluster of surface-exposed amino acids in the NP. ...
doi:10.1515/cclm-2016-0370
fatcat:mp5dvifsxvatjjc7n5bjd74mti
Abstract Issue
2019
Planta Medica
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Agnieszka Kowalska, Department of Pharmacognosy, University of Vienna, for her excellent technical support, and Pakuso LLC, Lieto, Finland for providing the mushroom material. ...
Acknowledgments The authors are thankful to the Swiss National Science Foundation for providing financial support for this project (grant 205321_182438/1 E.F.Q. and K.G.). ...
For instance high scores, rankings, progress bars, virtual awards, competition, small surprises and a joyful atmosphere [1] . This tool can increase the motivation during the learning process [2] . ...
doi:10.1055/s-0039-3399628
pmid:31859358
fatcat:vmgbrzhnx5fkhaa5bgxgrgsqpq
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