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Geoinformatics in Citizen Science

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ISBN: 9783039210725 9783039210732 Year: Pages: 206 DOI: 10.3390/books978-3-03921-073-2 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2019-08-28 11:21:27
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The book features contributions that report original research in the theoretical, technological, and social aspects of geoinformation methods, as applied to supporting citizen science. Specifically, the book focuses on the technological aspects of the field and their application toward the recruitment of volunteers and the collection, management, and analysis of geotagged information to support volunteer involvement in scientific projects. Internationally renowned research groups share research in three areas: First, the key methods of geoinformatics within citizen science initiatives to support scientists in discovering new knowledge in specific application domains or in performing relevant activities, such as reliable geodata filtering, management, analysis, synthesis, sharing, and visualization; second, the critical aspects of citizen science initiatives that call for emerging or novel approaches of geoinformatics to acquire and handle geoinformation; and third, novel geoinformatics research that could serve in support of citizen science.

Machine Learning Techniques Applied to Geoscience Information System and Remote Sensing

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ISBN: 9783039212156 9783039212163 Year: Pages: 438 DOI: 10.3390/books978-3-03921-216-3 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering --- Mechanical Engineering
Added to DOAB on : 2019-12-09 11:49:15
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As computer and space technologies have been developed, geoscience information systems (GIS) and remote sensing (RS) technologies, which deal with the geospatial information, have been rapidly maturing. Moreover, over the last few decades, machine learning techniques including artificial neural network (ANN), deep learning, decision tree, and support vector machine (SVM) have been successfully applied to geospatial science and engineering research fields. The machine learning techniques have been widely applied to GIS and RS research fields and have recently produced valuable results in the areas of geoscience, environment, natural hazards, and natural resources. This book is a collection representing novel contributions detailing machine learning techniques as applied to geoscience information systems and remote sensing.

Keywords

landslide --- bagging ensemble --- Logistic Model Trees --- GIS --- Vietnam --- colorization --- random forest regression --- grayscale aerial image --- change detection --- gully erosion --- environmental variables --- data mining techniques --- SCAI --- GIS --- mapping --- single-class data descriptors --- materia medica resource --- Panax notoginseng --- one-class classifiers --- geoherb --- change detection --- convolutional network --- deep learning --- panchromatic --- remote sensing --- remote sensing image segmentation --- convolutional neural networks --- Gaofen-2 --- hybrid structure convolutional neural networks --- winter wheat spatial distribution --- classification-based learning --- real-time precise point positioning --- convergence time --- ionospheric delay constraints --- precise weighting --- landslide --- weights of evidence --- logistic regression --- random forest --- hybrid model --- traffic CO --- traffic CO prediction --- neural networks --- GIS --- land use/land cover (LULC) --- unmanned aerial vehicle --- texture --- gray-level co-occurrence matrix --- machine learning --- crop --- landslide susceptibility --- random forest --- boosted regression tree --- information gain --- landslide susceptibility map --- ALS point cloud --- multi-scale --- classification --- large scene --- coarse particle --- particulate matter 10 (PM10) --- landsat image --- machine learning --- support vector machine --- high-resolution --- optical remote sensing --- object detection --- deep learning --- transfer learning --- land subsidence --- Bayes net --- naïve Bayes --- logistic --- multilayer perceptron --- logit boost --- change detection --- convolutional network --- deep learning --- panchromatic --- remote sensing --- leaf area index (LAI) --- machine learning --- Sentinel-2 --- sensitivity analysis --- training sample size --- spectral bands --- spatial sparse recovery --- constrained spatial smoothing --- spatial spline regression --- alternating direction method of multipliers --- landslide prediction --- machine learning --- neural networks --- model switching --- spatial predictive models --- predictive accuracy --- model assessment --- variable selection --- feature selection --- model validation --- spatial predictions --- reproducible research --- Qaidam Basin --- remote sensing --- TRMM --- artificial neural network --- n/a

Stochastic Processes: Theory and Applications

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ISBN: 9783039219629 9783039219636 Year: Pages: 216 DOI: 10.3390/books978-3-03921-963-6 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Science (General) --- Mathematics --- Statistics
Added to DOAB on : 2020-01-07 09:08:26
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The aim of this special issue is to publish original research papers that cover recent advances in the theory and application of stochastic processes. There is especial focus on applications of stochastic processes as models of dynamic phenomena in various research areas, such as queuing theory, physics, biology, economics, medicine, reliability theory, and financial mathematics. Potential topics include, but are not limited to: Markov chains and processes; large deviations and limit theorems; random motions; stochastic biological model; reliability, availability, maintenance, inspection; queueing models; queueing network models; computational methods for stochastic models; applications to risk theory, insurance and mathematical finance.

Keywords

measure of information --- cumulative inaccuracy --- mutual information --- lower record values --- parabolic equation --- Cauchy problem --- Monte Carlo method --- unbiased estimator --- von-Neumann–Ulam scheme --- compound poisson insurance risk model --- expected discounted penalty function --- estimation --- Fourier transform --- Fourier-cosine series --- multidimensional birth-death process --- inhomogeneous continuous-time Markov chain --- rate of convergence --- one dimensional projection --- Wiener–Poisson risk model --- survival probability --- Nonparametric threshold estimation --- wet periods --- total precipitation volume --- asymptotic approximation --- extreme order statistics --- random sample size --- testing statistical hypotheses --- queueing systems --- rate of convergence --- non-stationary --- Markovian queueing models --- limiting characteristics --- queuing network --- retrials --- state-dependent marked Markovian arrival process --- wireless telecommunication networks --- time-dependent queue-length probability --- discrete-time Geo/D/1 queue --- closed-form solution --- Monte Carlo method --- quasi-Monte Carlo method --- Koksma-Hlawka inequality --- quasi-random sequences --- stochastic processes --- processor heating and cooling --- markovian arrival process --- phase-type service time distribution --- impatience --- Quasi-Birth-and-Death process --- matrix-geometric solution --- truncated distribution --- Markovian arrival process --- multi-class arrival processes --- product form --- equity-linked death benefits --- Fourier cosine series expansion --- guaranteed minimum death benefit --- option --- valuation --- Lévy process --- compound Poisson risk model --- generalized Gerber–Shiu discounted penalty function --- Laplace transform --- Dickson–Hipp operator --- recursive formula

New types of Neutrosophic Set/Logic/Probability, Neutrosophic Over-/Under-/Off-Set, Neutrosophic Refined Set, and their Extension to Plithogenic Set/Logic/Probability, with Applications

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ISBN: 9783039219384 9783039219391 Year: Pages: 714 DOI: 10.3390/books978-3-03921-939-1 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2019-12-09 16:39:37
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This book contains 37 papers by 73 renowned experts from 13 countries around the world, on following topics: neutrosophic set; neutrosophic rings; neutrosophic quadruple rings; idempotents; neutrosophic extended triplet group; hypergroup; semihypergroup; neutrosophic extended triplet group; neutrosophic extended triplet semihypergroup and hypergroup; neutrosophic offset; uninorm; neutrosophic offuninorm and offnorm; neutrosophic offconorm; implicator; prospector; n-person cooperative game; ordinary single-valued neutrosophic (co)topology; ordinary single-valued neutrosophic subspace; ?-level; ordinary single-valued neutrosophic neighborhood system; ordinary single-valued neutrosophic base and subbase; fuzzy numbers; neutrosophic numbers; neutrosophic symmetric scenarios; performance indicators; financial assets; neutrosophic extended triplet group; neutrosophic quadruple numbers; refined neutrosophic numbers; refined neutrosophic quadruple numbers; multigranulation neutrosophic rough set; nondual; two universes; multiattribute group decision making; nonstandard analysis; extended nonstandard analysis; monad; binad; left monad closed to the right; right monad closed to the left; pierced binad; unpierced binad; nonstandard neutrosophic mobinad set; neutrosophic topology; nonstandard neutrosophic topology; visual tracking; neutrosophic weight; objectness; weighted multiple instance learning; neutrosophic triangular norms; residuated lattices; representable neutrosophic t-norms; De Morgan neutrosophic triples; neutrosophic residual implications; infinitely ?-distributive; probabilistic neutrosophic hesitant fuzzy set; decision-making; Choquet integral; e-marketing; Internet of Things; neutrosophic set; multicriteria decision making techniques; uncertainty modeling; neutrosophic goal programming approach; shale gas water management system.

Keywords

single-valued neutrosophic soft number and its operations --- SVN soft weighted arithmetic averaging operator --- SVN soft weighted geometric averaging operator --- decision-making --- optimization solution --- sampling plan --- producer’s risk’ --- consumer’s risk --- sample size --- decision making --- neutrosophic set --- Q-neutrosophic set --- Q-neutrosophic soft set --- soft set --- Neutrosophic compound orthogonal neural network --- Neutrosophic number --- Neutrosophic function --- Function approximation --- triangular neutrosophic cubic fuzzy number --- Einstein t-norm --- arithmetic averaging operator --- Multi-attribute decision making --- numerical application --- neutrosophic statistical interval method --- classical statistics --- fuzzy logic --- producer’s risk --- consumer’s risk --- neutrosophic cubic weighted geometric operator (NCWG) --- neutrosophic cubic ordered weighted geometric operator (NCOWG) --- neutrosophic cubic Einstein weighted geometric operator (NCEWG) --- neutrosophic cubic Einstein ordered weighted geometric operator (NCEOWG) --- multi-attribute decision making --- single-valued neutrosophic set --- aggregation --- TOPSIS --- single-valued neutrosophic linguistic set --- distance measure --- combined weighted average --- MAGDM --- low-carbon supplier selection --- weighted geometric operator --- weighted average operator --- neutrosophic cubic sets --- multi-attribute decision-making (MADM) --- neutrosophic cubic hybrid weighted arithmetic and geometric aggregation operator (NCHWAGA) --- neutrosophic sets --- cubic sets --- soft sets --- neutrosophic cubic soft sets --- neutrosophic cubic soft expert system --- multicriteria decision-making --- neutrosophic extended triplet group --- generalized neutrosophic extended triplet group --- quasi-completely regular semigroup --- clifford semigroup --- prostate cancer --- neutrosophic statistics --- dietary fat level --- neutrosophic regression --- neutrosophic correlation --- single valued neutrosophic sets --- logarithmic operational laws --- logarithmic aggregation operators --- MCGDM problems --- complex neutrosophic set --- complex neutrosophic soft expert set --- fuzzy parameterized single valued neutrosophic soft expert set --- single valued neutrosophic set --- soft expert set --- decision making --- membership function --- neutrosophic set --- neutrosophic soft rough --- relations --- rough set approximation --- soft set --- neutrosophic time series --- triangular neutrosophic number --- neutrosophic logical relationship --- neutrosophic logical relationship groups --- smart port --- simplified neutrosophic set --- single-valued neutrosophic set --- exponential similarity measure --- port evaluation --- nonstandard analysis --- extended nonstandard analysis --- open and closed monads to the left/right --- pierced and unpierced binads --- MoBiNad set --- infinitesimals --- infinities --- nonstandard reals --- standard reals --- nonstandard neutrosophic lattices of first type (as poset) and second type (as algebraic structure), nonstandard neutrosophic logic --- extended nonstandard neutrosophic logic --- nonstandard arithmetic operations --- nonstandard unit interval --- nonstandard neutrosophic infimum --- nonstandard neutrosophic supremum --- intuitionistic fuzzy parameters --- uncertainty modeling --- neutrosophic goal programming approach --- shale gas water management system --- e-marketing --- Internet of Things --- neutrsophic set --- multi-criteria decision making techniques --- probabilistic neutrosophic hesitant fuzzy set (PNHFS) --- decision-making --- Choquet integral --- neutrosophic extended triplet group --- neutrosophic quadruple numbers --- neutrosophic set --- BNHWA aggregation operator --- BNHOWA aggregation operator --- BNHHA aggregation operator --- score function --- accuracy function --- certainty function --- group decision making --- non-standard analysis --- extended non-standard analysis --- monad --- binad --- left monad closed to the right --- right monad closed to the left --- pierced binad --- unpierced binad --- non-standard neutrosophic mobinad set --- neutrosophic topology --- non-standard neutrosophic topology --- neutrosophic sets --- neutrosophic triangular norms --- residuated lattices --- representable neutrosophic t-norms --- De Morgan neutrosophic triples --- neutrosophic residual implications --- infinitely ?-distributive --- visual tracking --- neutrosophic weight --- objectness --- weighted multiple instance learning --- supply chain sustainability metrics --- plithogeny --- aggregation operations --- neutrosophic set --- quality function deployment --- multi-granulation neutrosophic rough set --- non-dual --- two universes --- multi-attribute group decision making --- neutrosophic extended triplet group --- neutrosophic quadruple numbers --- refined neutrosophic numbers --- refined neutrosophic quadruple numbers --- neutrosophic set --- fuzzy numbers --- neutrosophic numbers --- neutrosophic symmetric scenarios --- performance indicators --- financial assets --- simplified neutrosophic hesitant fuzzy set --- multi-attribute decision-making --- maximizing deviation --- TOPSIS --- single valued neutrosophic set --- covering --- symmetric relation --- graph representation --- matrix representation --- paper defect diagnosis --- ordinary single valued neutrosophic (co)topology --- ordinary single valued neutrosophic subspace --- ?-level --- ordinary single valued neutrosophic neighborhood system --- ordinary single valued neutrosophic base --- ordinary single valued neutrosophic subbase --- neutrosophic offset --- uninorm --- neutrosophic offuninorm --- neutrosophic offnorm --- neutrosophic offconorm --- implicator --- prospector --- n-person cooperative game --- hypergroup --- semihypergroup --- neutrosophic extended triplet group --- neutrosophic extended triplet semihypergroup (NET-semihypergroup) --- NET-hypergroup --- neutrosophic rings --- neutrosophic quadruple rings --- idempotents --- neutrosophic extended triplet group --- neutrosophic set

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MDPI - Multidisciplinary Digital Publishing Institute (4)


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CC by-nc-nd (4)


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english (4)


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2019 (4)