Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities (English)
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In:
Hybrid Artificial Intelligent Systems
: 16th International Conference, HAIS 2021, Bilbao, Spain, September 22–24, 2021, Proceedings
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Chapter: 39
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463-474
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2021
- Article/Chapter (Book) / Electronic Resource
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Title:Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities
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Additional title:Lect.Notes Computer
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Contributors:Sanjurjo González, Hugo ( editor ) / Pastor López, Iker ( editor ) / García Bringas, Pablo ( editor ) / Quintián, Héctor ( editor ) / Corchado, Emilio ( editor ) / Iglesias, Alberto Tellaeche ( author ) / Pastor-López, Iker ( author ) / Urquijo, Borja Sanz ( author ) / García-Bringas, Pablo ( author )
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Conference:International Conference on Hybrid Artificial Intelligence Systems ; 2021 ; Bilbao, Spain
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Published in:Hybrid Artificial Intelligent Systems : 16th International Conference, HAIS 2021, Bilbao, Spain, September 22–24, 2021, Proceedings ; Chapter: 39 ; 463-474Lecture Notes in Computer Science ; 12886 ; 463-474Lecture Notes in Artificial Intelligence ; 463-474
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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:2021-09-15
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Size:12 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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Document Similarity by Word Clustering with Semantic DistanceDeguchi, Toshinori / Ishii, Naohiro et al. | 2021
- 2
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PSO-PARSIMONY: A New Methodology for Searching for Accurate and Parsimonious Models with Particle Swarm Optimization. Application for Predicting the Force-Displacement Curve in T-stub Steel ConnectionsCeniceros, Julio Fernandez / Sanz-Garcia, Andres / Pernia-Espinoza, Alpha / Martinez-de-Pison, Francisco Javier et al. | 2021
- 3
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Content-Based Authorship Identification for Short Texts in Social Media Networksde la Puerta, José Gaviria / Pastor-López, Iker / Hernández, Javier Salcedo / Tellaeche, Alberto / Sanz, Borja / Sanjurjo-González, Hugo / Cuzzocrea, Alfredo / Bringas, Pablo G. et al. | 2021
- 4
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A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability DetectionZhong, Yan / Li, Tengyue / Fong, Simon / Li, Xuqi / Tallón-Ballesteros, Antonio J. / Mohammed, Sabah et al. | 2021
- 5
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Remaining Useful Life Estimation Using a Recurrent Variational AutoencoderCosta, Nahuel / Sánchez, Luciano et al. | 2021
- 6
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Open-Ended Learning of Reactive Knowledge in Cognitive Robotics Based on NeuroevolutionRomero, A. / Bellas, F. / Duro, R. J. et al. | 2021
- 7
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Managing Gene Expression in Evolutionary Algorithms with Gene Regulatory NetworksCilliers, Michael / Coulter, Duncan A. et al. | 2021
- 8
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Evolutionary Optimization of Neuro-Symbolic Integration for Phishing URL DetectionPark, Kyoung-Won / Bu, Seok-Jun / Cho, Sung-Bae et al. | 2021
- 9
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Interurban Electric Vehicle Charging Stations Through Genetic AlgorithmsJordán, Jaume / Martí, Pasqual / Palanca, Javier / Julian, Vicente / Botti, Vicente et al. | 2021
- 10
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An Effective Hybrid Genetic Algorithm for Solving the Generalized Traveling Salesman ProblemCosma, Ovidiu / Pop, Petrică C. / Cosma, Laura et al. | 2021
- 11
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A Simple Genetic Algorithm for the Critical Node Detection ProblemSuciu, Mihai-Alexandru / Gaskó, Noémi / Képes, Tamás / Lung, Rodica Ioana et al. | 2021
- 12
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Window Size Optimization for Gaussian Processes in Large Time Series ForecastingGómez-González, Juan Luis / Cárdenas-Montes, Miguel et al. | 2021
- 13
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A Binary Classification Model for Toxicity Prediction in Drug DesignVarela-Salinas, Génesis / Camacho-Cruz, Hugo E. / Saldivar, Alfredo Juaŕez / Martinez-Rodriguez, Jose L. / Rodriguez-Rodriguez, Josue / Garcia-Perez, Carlos et al. | 2021
- 14
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Structure Learning of High-Order Dynamic Bayesian Networks via Particle Swarm Optimization with Order Invariant EncodingQuesada, David / Bielza, Concha / Larrañaga, Pedro et al. | 2021
- 15
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Prototype Generation for Multi-label Nearest Neighbours ClassificationOugiaroglou, Stefanos / Filippakis, Panagiotis / Evangelidis, Georgios et al. | 2021
- 16
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Learning Bipedal Walking Through Morphological DevelopmentNaya-Varela, M. / Faina, A. / Duro, R. J. et al. | 2021
- 17
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Ethical Challenges from Artificial Intelligence to Legal PracticeAxpe, Miguel Ramón Viguri et al. | 2021
- 18
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Classification of Burrs Using Contour Features of Image in Milling WorkpiecesRiego del Castillo, Virginia / Sánchez-González, Lidia / Álvarez-Aparicio, Claudia et al. | 2021
- 19
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Adaptive Graph Laplacian for Convex Multi-Task Learning SVMRuiz, Carlos / Alaíz, Carlos M. / Dorronsoro, José R. et al. | 2021
- 20
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Fight Detection in Images Using Postural AnalysisLanda, Eneko Atxa / de la Puerta, José Gaviria / Lopez-Gazpio, Inigo / Pastor-López, Iker / Tellaeche, Alberto / Bringas, Pablo García et al. | 2021
- 21
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Applying Vector Symbolic Architecture and Semiotic Approach to Visual DialogKovalev, Alexey K. / Shaban, Makhmud / Chuganskaya, Anfisa A. / Panov, Aleksandr I. et al. | 2021
- 22
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Transfer Learning Study for Horses Breeds Images Datasets Using Pre-trained ResNet Networksde la Cal, Enrique / García González, Enol / Villar, Jose Ramón et al. | 2021
- 23
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Fraudulent E-Commerce Websites Detection Through Machine LearningSánchez-Paniagua, Manuel / Fidalgo, Eduardo / Alegre, Enrique / Jáñez-Martino, Francisco et al. | 2021
- 24
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More Interpretable Decision TreesGilmore, Eugene / Estivill-Castro, Vladimir / Hexel, René et al. | 2021
- 25
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Algorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Predictive ModelsSánchez-Pozo, Nadia N. / Trilles-Oliver, Sergi / Solé-Ribalta, Albert / Lorente-Leyva, Leandro L. / Mayorca-Torres, Dagoberto / Peluffo-Ordóñez, Diego H. et al. | 2021
- 26
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Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case StudyCharte, David / Sevillano-García, Iván / Lucena-González, María Jesús / Martín-Rodríguez, José Luis / Charte, Francisco / Herrera, Francisco et al. | 2021
- 27
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Speech Emotion Recognition by Conventional Machine Learning and Deep Learningde Lope, Javier / Hernández, Enrique / Vargas, Vanessa / Graña, Manuel et al. | 2021
- 28
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Predictive Maintenance of Vehicle Fleets Using Hierarchical Modified Fuzzy Support Vector Machine for Industrial IoT DatasetsChaudhuri, Arindam / Ghosh, Soumya K. et al. | 2021
- 29
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Super Local Models for Wind Power DetectionBarroso, María / Fernández, Ángela et al. | 2021
- 30
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A Comparison of Blink Removal Techniques in EEG SignalsMoncada, Fernando / González, Víctor M. / García, Beatriz / Álvarez, Víctor / Villar, José R. et al. | 2021
- 31
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Hybrid Intelligent Model for Switching Modes Classification in a Half-Bridge Buck ConverterFernandez-Serantes, Luis-Alfonso / Casteleiro-Roca, José-Luis / Simić, Dragan / Calvo-Rolle, José Luis et al. | 2021
- 32
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Hybrid Model to Calculate the State of Charge of a BatteryOrdás, María Teresa García / Blanco, David Yeregui Marcos del / Aveleira-Mata, José / Zayas-Gato, Francisco / Jove, Esteban / Casteleiro-Roca, José-Luis / Quintián, Héctor / Calvo-Rolle, José Luis / Alaiz-Moretón, Héctor et al. | 2021
- 33
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Distance Metric Learning with Prototype Selection for Imbalanced ClassificationSuárez, Juan Luis / García, Salvador / Herrera, Francisco et al. | 2021
- 34
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Enhancing Visual Place Inference via Image Ranking Using Fuzzy Similarity and AgreeabilityWozniak, Piotr / Kwolek, Bogdan et al. | 2021
- 35
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A Hybrid Intelligent System to Detect Anomalies in Robot PerformanceBasurto, Nuño / Arroyo, Ángel / Cambra, Carlos / Herrero, Álvaro et al. | 2021
- 36
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Counter Intituive COVID-19 Propagation Dynamics in BrazilGraña, Manuel / Badiola-Zabala, Goizalde / Lopez-Guede, Jose Manuel et al. | 2021
- 37
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A Hybrid Bio-Inspired Tabu Search Clustering ApproachSimić, Dragan / Banković, Zorana / Villar, José R. / Calvo-Rolle, José Luis / Simić, Svetislav D. / Simić, Svetlana et al. | 2021
- 38
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A Non-parametric Fisher KernelFiguera, Pau / Bringas, Pablo García et al. | 2021
- 39
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Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart CitiesIglesias, Alberto Tellaeche / Pastor-López, Iker / Urquijo, Borja Sanz / García-Bringas, Pablo et al. | 2021
- 40
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Personal Cognitive Assistant: Personalisation and Action Scenarios ExpansionChistova, Elena / Suvorova, Margarita / Kiselev, Gleb / Smirnov, Ivan et al. | 2021
- 41
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Nowcasting for Improving Radon-222 Forecasting at Canfranc Underground LaboratorySánchez-Pastor, Tomás / Cárdenas-Montes, Miguel et al. | 2021
- 42
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Analysis of the Seasonality in a Geothermal System Using Projectionist and Clustering MethodsPorras, Santiago / Jove, Esteban / Baruque, Bruno / Calvo-Rolle, José Luis et al. | 2021
- 43
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A Model-Based Deep Transfer Learning Algorithm for Phenology Forecasting Using Satellite ImageryMolina, M. Á. / Jiménez-Navarro, M. J. / Martínez-Álvarez, F. / Asencio-Cortés, G. et al. | 2021
- 44
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Deep Transfer Learning for Interpretable Chest X-Ray DiagnosisLago, C. / Lopez-Gazpio, I. / Onieva, E. et al. | 2021
- 45
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Companion Losses for Deep Neural NetworksDíaz-Vico, David / Fernández, Angela / Dorronsoro, José R. et al. | 2021
- 46
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Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time SeriesBaldo, Alessandro / Cuzzocrea, Alfredo / Fadda, Edoardo / Bringas, Pablo G. et al. | 2021
- 47
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A Preliminary Analysis on Software Frameworks for the Development of Spiking Neural NetworksGarcía-Vico, Ángel M. / Herrera, Francisco et al. | 2021
- 48
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Edge AI for Covid-19 Detection Using CoughingRincon, J. A. / Julian, V. / Carrascosa, C. et al. | 2021
- 49
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Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment PlantsGigante, Diogo / Oliveira, Pedro / Fernandes, Bruno / Lopes, Frederico / Novais, Paulo et al. | 2021
- 50
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A Hybrid Post Hoc Interpretability Approach for Deep Neural NetworksSantos, Flávio Arthur Oliveira / Zanchettin, Cleber / Silva, José Vitor Santos / Matos, Leonardo Nogueira / Novais, Paulo et al. | 2021
- 51
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Deep Learning Applications on CybersecurityLago, Carlos / Romón, Rafael / López, Iker Pastor / Urquijo, Borja Sanz / Tellaeche, Alberto / Bringas, Pablo García et al. | 2021
- 52
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A Parallel Optimization Solver for the Multi-period WDND ProblemBermudez, Carlos / Alfonso, Hugo / Minetti, Gabriela / Salto, Carolina et al. | 2021
- 53
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Waste Collection Vehicle Routing Problem Using Filling PredictionsRodriguez, Haizea / Díaz, Jon / Fajardo-Calderín, Jenny / Perallos, Asier / Onieva, Enrique et al. | 2021
- 54
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Optimization of Warehouse Layout for the Minimization of Operation TimesDíaz, Jon / Rodriguez, Haizea / Fajardo-Calderín, Jenny / Angulo, Ignacio / Onieva, Enrique et al. | 2021
- 55
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Simple Meta-optimization of the Feature MFCC for Public Emotional Datasets Classificationde la Cal, Enrique / Gallucci, Alberto / Villar, Jose Ramón / Yoshida, Kaori / Koeppen, Mario et al. | 2021
- 56
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Correction to: Hybrid Model to Calculate the State of Charge of a BatteryOrdás, María Teresa García / Blanco, David Yeregui Marcos del / Aveleira-Mata, José / Zayas-Gato, Francisco / Jove, Esteban / Casteleiro-Roca, José-Luis / Quintián, Héctor / Calvo-Rolle, José Luis / Alaiz-Moretón, Héctor et al. | 2021