Unsupervised Learning and Feature Extraction in Hyperspectral Imagery (English)
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In:
Computational Science and Its Applications – ICCSA 2020
: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part I
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Chapter: 57
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792-806
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2020
- Article/Chapter (Book) / Electronic Resource
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Title:Unsupervised Learning and Feature Extraction in Hyperspectral Imagery
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Additional title:Lect.Notes Computer
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Contributors:Gervasi, Osvaldo ( editor ) / Murgante, Beniamino ( editor ) / Misra, Sanjay ( editor ) / Garau, Chiara ( editor ) / Blečić, Ivan ( editor ) / Taniar, David ( editor ) / Apduhan, Bernady O. ( editor ) / Rocha, Ana Maria A.C. ( editor ) / Tarantino, Eufemia ( editor ) / Torre, Carmelo Maria ( editor )
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Conference:International Conference on Computational Science and Its Applications ; 2020 ; Cagliari, Italy
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Published in:Computational Science and Its Applications – ICCSA 2020 : 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part I ; Chapter: 57 ; 792-806Lecture Notes in Computer Science ; 12249 ; 792-806
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2020-10-01
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Size:15 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A Convergence Analysis of a Multistep Method Applied to an Advection-Diffusion Equation in 1-DRobaina, D. T. / de Oliveira, S. L. Gonzaga / Kischinhevsky, M. / Osthoff, C. / Sena, A. et al. | 2020
- 2
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The Influence of Reordering Algorithms on the Convergence of a Preconditioned Restarted GMRES Methodde Oliveira, S. L. Gonzaga / Carvalho, C. / Osthoff, C. et al. | 2020
- 3
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Generalized Invariants of Multiple Scattered Polarized Radiation at Arbitrary Non-symmetrical Optical Levels of a Uniform SlabSmokty, Oleg I. et al. | 2020
- 4
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User-Friendly Expressions of the Coefficients of Some Exponentially Fitted MethodsConte, Dajana / D’Ambrosio, Raffaele / Giordano, Giuseppe / Ixaru, Liviu Gr. / Paternoster, Beatrice et al. | 2020
- 5
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CFD Prediction of Retractable Landing Gear AerodynamicsDe Stefano, Giuliano / Natale, Nunzio / Piccolo, Antonio / Reina, Giovanni Paolo et al. | 2020
- 6
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CFD Prediction of Aircraft Control Surfaces AerodynamicsNatale, Nunzio / Salomone, Teresa / De Stefano, Giuliano / Piccolo, Antonio et al. | 2020
- 7
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Optimal Online Electric Vehicle Charging Scheduling in Unbalanced Three-Phase Power SystemZaidi, Imene / Oulamara, Ammar / Idoumghar, Lhassane / Basset, Michel et al. | 2020
- 8
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Bounds for Complete Arcs in \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathrm {PG}(3,q)$$\end{document} and Covering Codes of Radius 3, Codimension 4, Under a Certain Probabilistic ConjectureDavydov, Alexander A. / Marcugini, Stefano / Pambianco, Fernanda et al. | 2020
- 9
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Numerical Simulation of the Reactive Transport at the Pore ScaleLisitsa, Vadim / Khachkova, Tatyana et al. | 2020
- 10
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Multivalue Almost Collocation Methods with Diagonal Coefficient MatrixConte, Dajana / D’Ambrosio, Raffaele / D’Arienzo, Maria Pia / Paternoster, Beatrice et al. | 2020
- 11
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Characterizing and Analyzing the Relation Between Bin-Packing Problem and Tabu Search AlgorithmLandero, V. / Ríos, David / Pérez, Joaquín / Cruz, L. / Collazos-Morales, Carlos et al. | 2020
- 12
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Simplified Models for Electromechanics of Cardiac MyocyteSilva, João Gabriel Rocha / Campos, Ricardo Silva / Xavier, Carolina Ribeiro / dos Santos, Rodrigo Weber et al. | 2020
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Electrotonic Effect on Action Potential Dispersion with Cellular AutomataCampos, Ricardo Silva / Silva, João Gabriel Rocha / Barbosa, Helio José Corrêa / Santos, Rodrigo Weber dos et al. | 2020
- 16
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Hybrid Model for the Analysis of Human Gait: A Non-linear ApproachGonzález, Ramón E. R. / Collazos-Morales, Carlos / Galdino, João P. / Figueiredo, P. H. / Lombana, Juan / Moreno, Yésica / Segura, Sara M. / Ruiz, Iván / Ospina, Juan P. / Cárdenas, César A. et al. | 2020
- 17
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Improving Fresh Fruit Bunches Unloading Process at Palm Oil Mills with Discrete-Event SimulationRacedo-Gutiérrez, Jelibeth / Collazos-Morales, Carlos / Gómez-Rueda, Luis / Sánchez-Cifuentes, Joaquín / Sanz, Fredy A. / Cardenas, César A. et al. | 2020
- 18
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OpenFOAM Numerical Simulations with Different Lid Driven Cavity ShapesCárdenas R., César A. / Morales, Carlos Andrés Collazos / Ospina, Juan P. / Sánchez, Joaquín F. / Racedo-Gutiérrez, Jelibeth / Ariza-Colpas, Paola / De-la-Hoz-Franco, Emiro / González, Ramón E. R. et al. | 2020
- 19
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Mathematical Modelling and Identification of a QuadrotorCárdenas R., César A. / Morales, Carlos Andrés Collazos / Ospina, Juan P. / Sánchez, Joaquín F. / Caro-Ruiz, Claudia / Grisales, Víctor Hugo / Ariza-Colpas, Paola / De-la-Hoz-Franco, Emiro / González, Ramón E. R. et al. | 2020
- 20
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The Effect of a Phase Change During the Deposition Stage in Fused Filament FabricationCosta, S. F. / Duarte, F. M. / Covas, J. A. et al. | 2020
- 21
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Diameter and Convex Hull of Points Using Space Subdivision in E2 and E3Skala, Vaclav et al. | 2020
- 22
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Automated Selection of the Computational Parameters for the Higher-Order Parabolic Equation Numerical MethodsLytaev, Mikhail S. et al. | 2020
- 23
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A Biased Random-Key Genetic Algorithm for Bandwidth ReductionSilva, P. H. G. / Brandão, D. N. / Morais, I. S. / de Oliveira, S. L. Gonzaga et al. | 2020
- 24
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DTN-SMTP: A Novel Mail Transfer Protocol with Minimized Interactions for Space InternetLee, Donghyuk / Kang, Jinyeong / Dahouda, Mwamba Kasongo / Joe, Inwhee / Lee, Kyungrak et al. | 2020
- 25
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Spatial Modelling of Black Scabbardfish Fishery Off the Portuguese CoastAndré, Lídia Maria / Figueiredo, Ivone / Carvalho, M. Lucília / Simões, Paula / Natário, Isabel et al. | 2020
- 26
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Folding-BSD Algorithm for Binary Sequence DecompositionMartin-Navarro, Jose Luis / Fúster-Sabater, Amparo et al. | 2020
- 27
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Construction of the Regular Dodecahedron with the MATHEMATICAVelezmoro León, Ricardo / Velásquez Fernández, Marcela / Jimenez Gomez, Jorge et al. | 2020
- 28
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GPU Memory Access Optimization for 2D Electrical Wave Propagation Through Cardiac Tissue and Karma Model Using Time and Space BlockingPires, Christian Willian Siqueira / Vasconcellos, Eduardo Charles / Clua, Esteban Walter Gonzalez et al. | 2020
- 29
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Optimization of the Use of Critical Resources in the Development of Offshore Oil FieldsBassi, Sérgio / Ronconi, Debora Pretti et al. | 2020
- 30
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Extending Maxima Capabilities for Performing Elementary Matrix OperationsCastillo-Labán, Karina F. M. / Ipanaqué-Chero, Robert et al. | 2020
- 31
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A Graph-Based Clustering Analysis of the QM9 Dataset via SMILES DescriptorsPinheiro, Gabriel A. / Da Silva, Juarez L. F. / Soares, Marinalva D. / Quiles, Marcos G. et al. | 2020
- 32
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Q-Learning Based Forwarding Strategy in Named Data NetworksHnaien, Hend / Touati, Haifa et al. | 2020
- 33
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Comparative Performance Analysis of Job Scheduling Algorithms in a Real-World Scientific ApplicationPuntel, Fernando Emilio / Charão, Andrea Schwertner / Petry, Adriano et al. | 2020
- 34
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A Coalitional Approach for Resource Distribution in Self-organizing Open SystemsLatorre, Julian F. / Ospina, Juan P. / Sánchez, Joaquín F. / Collazos-Morales, Carlos et al. | 2020
- 35
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A New Library of Bio-Inspired AlgorithmsLucca, Natiele / Schepke, Claudio et al. | 2020
- 36
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Numerical Enhancements and Parallel GPU Implementation of a 3D Gaussian Beam ModelCalazan, Rogério M. / Rodríguez, Orlando C. / Jesus, Sérgio M. et al. | 2020
- 37
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A Digital Twin Platform for Diagnostics and Rehabilitation of Multiple SclerosisPetrova-Antonova, Dessislava / Spasov, Ivaylo / Krasteva, Iva / Manova, Ilina / Ilieva, Sylvia et al. | 2020
- 38
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Classification of Carcass Fatness Degree in Finishing Cattle Using Machine LearningNucci, Higor Henrique Picoli / Ishii, Renato Porfirio / da Costa Gomes, Rodrigo / Costa, Celso Soares / Feijó, Gelson Luís Dias et al. | 2020
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Skin Cancer Classification Using Inception Network and Transfer LearningBenedetti, Priscilla / Perri, Damiano / Simonetti, Marco / Gervasi, Osvaldo / Reali, Gianluca / Femminella, Mauro et al. | 2020
- 40
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A Criterion for IDS Deployment on IoT Edge NodesShakhov, Vladimir / Sokolova, Olga / Koo, Insoo et al. | 2020
- 41
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How to Improve the Recommendation’s Accuracy in POI Domains?Chaves, Luiz / Silva, Nícollas / Carvalho, Rodrigo / Pereira, Adriano C. M. / Dias, Diego R. C. / Rocha, Leonardo et al. | 2020
- 42
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An Evaluation of Low-Quality Content Detection Strategies: Which Attributes Are Still Relevant, Which Are Not?Resende, Júlio / Durelli, Vinicius H. S. / Moraes, Igor / Silva, Nícollas / Dias, Diego R. C. / Rocha, Leonardo et al. | 2020
- 43
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Weighted Ensemble Methods for Predicting Train DelaysAl Ghamdi, Mostafa / Parr, Gerard / Wang, Wenjia et al. | 2020
- 44
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A Smart Ecosystem for Learning and Inclusion: An Architectural OverviewMartins, Valéria Farinazzo / Tomczyk, Łukasz / Amato, Cibelle / Eliseo, Maria Amelia / Oyelere, Solomon Sunday / Akyar, Özgür Yaşar / Motz, Regina / Barros, Gabriel / Sarmiento, Sonia Magali Arteaga / Silveira, Ismar Frango et al. | 2020
- 45
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Evolutionary Approach of Clustering to Optimize Hydrological SimulationsAzmi, Elnaz / Strobl, Marcus / van Pruijssen, Rik / Ehret, Uwe / Meyer, Jörg / Streit, Achim et al. | 2020
- 46
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Domain-Oriented Multilevel Ontology for Adaptive Data ProcessingTianxing, Man / Stankova, Elena / Vodyaho, Alexander / Zhukova, Nataly / Shichkina, Yulia et al. | 2020
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Top-Down Parsing Error Correction Applied to Part of Speech Taggingde Paula Barros Baêta, Ygor Henrique / Pigozzo, Alexandre Bittencourt / Xavier, Carolina Ribeiro et al. | 2020
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Forecasting Soccer Market Tendencies Using Link PredictionFélix, Lucas G. S. / Barbosa, Carlos M. / Carvalho, Iago A. / da F. Vieira, Vinícius / Xavier, Carolina Ribeiro et al. | 2020
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Digital Signature in the XAdES Standard as a REST ServiceRibeiro, Renato Carauta / Canedo, Edna Dias et al. | 2020
- 50
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An Approach to the Selection of a Time Series Analysis Method Using a Neural NetworkYashin, Dmitry / Moshkina, Irina / Moshkin, Vadim et al. | 2020
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One-Class SVM to Identify Candidates to Reference Genes Based on the Augment of RNA-seq Data with Generative Adversarial NetworksRueda, Edwin J. / Ramos, Rommel / Franco, Edian F. / Belo, Orlando / Morais, Jefferson et al. | 2020
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Approach to the Search for Software Projects Similar in Structure and Semantics Based on the Knowledge Extracted from Existed ProjectsAleksey Alekundrovich, Filippov / Yurevich, Guskov Gleb / Aleksey Michailovich, Namestnikov / Nudezhda Glebovna, Yarushkina et al. | 2020
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Prediction of the Methane Production in Biogas Plants Using a Combined Gompertz and Machine Learning ModelHansen, Bolette D. / Tamouk, Jamshid / Tidmarsh, Christian A. / Johansen, Rasmus / Moeslund, Thomas B. / Jensen, David G. et al. | 2020
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AISRA: Anthropomorphic Robotic Hand for Small-Scale Industrial ApplicationsDevaraja, Rahul Raj / Maskeliūnas, Rytis / Damaševičius, Robertas et al. | 2020
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Investigating the Potential of Data from an Academic Social Network (GPS)Marques, João Lourenço / Bressan, Giorgia / Santos, Carlos / Pedro, Luís / Marçal, David / Raposo, Rui et al. | 2020
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Large-Scale Internet User Behavior Analysis of a Nationwide K-12 Education Network Based on DNS QueriesArriola, Alexis / Pastorini, Marcos / Capdehourat, Germán / Grampín, Eduardo / Castro, Alberto et al. | 2020
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Unsupervised Learning and Feature Extraction in Hyperspectral ImageryNakao, Eduardo K. / Levada, Alexandre L. M. et al. | 2020
- 58
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Factors Affecting the Cost to Accuracy Balance for Real-Time Video-Based Action RecognitionGovender, Divina / Tapamo, Jules-Raymond et al. | 2020
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Innovation, Technology and User Experience in Museums: Insights from Scientific LiteratureOvallos-Gazabon, David / Meléndez-Pertuz, Farid / Collazos-Morales, Carlos / Zamora-Musa, Ronald / Cardenas, César A. / González, Ramón E.R. et al. | 2020
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Kalman Filter Employment in Image ProcessingFronckova, Katerina / Slaby, Antonin et al. | 2020
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Migration of Artificial Neural Networks to SmartphonesKostak, Milan / Berger, Ales / Slaby, Antonin et al. | 2020
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A Hybrid Deep Learning Approach for Systemic Financial Risk PredictionZhou, Yue / Yan, Jinyao et al. | 2020
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Ambient Intelligence Systems for the Elderly: A Privacy PerspectiveMawela, Tendani et al. | 2020
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Synchronization Analysis in Models of Coupled OscillatorsToso, Guilherme / Breve, Fabricio et al. | 2020
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Classification of Actors in Social Networks Using RLVECOMolokwu, Bonaventure C. / Shuvo, Shaon Bhatta / Kar, Narayan C. / Kobti, Ziad et al. | 2020
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Convolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-TuningCaluña, Giovanny / Guachi-Guachi, Lorena / Brito, Ramiro et al. | 2020
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Correction to: Computational Science and Its Applications – ICCSA 2020Gervasi, Osvaldo / Murgante, Beniamino / Misra, Sanjay / Garau, Chiara / Blečić, Ivan / Taniar, David / Apduhan, Bernady O. / Rocha, Ana Maria A. C. / Tarantino, Eufemia / Torre, Carmelo Maria et al. | 2021