Hybrid Genetic Algorithms and Tour Construction and Improvement Algorithms Used for Optimizing the Traveling Salesman Problem (English)
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https://orcid.org/http://orcid.org/0000-0001-9865-8529
- New search for: Simić, Dragan
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https://orcid.org/http://orcid.org/0000-0001-7392-9767
- New search for: Simić, Svetislav D.
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https://orcid.org/http://orcid.org/0000-0002-0692-2124
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- New search for: Herrero, Álvaro
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https://orcid.org/http://orcid.org/0000-0001-9865-8529
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https://orcid.org/http://orcid.org/0000-0001-7392-9767
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In:
15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)
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Chapter: 51
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530-539
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2020
- Article/Chapter (Book) / Electronic Resource
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Title:Hybrid Genetic Algorithms and Tour Construction and Improvement Algorithms Used for Optimizing the Traveling Salesman Problem
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Additional title:Advs in Intelligent Syst., Computing
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Contributors:Herrero, Álvaro ( editor ) / Cambra, Carlos ( editor ) / Urda, Daniel ( editor ) / Sedano, Javier ( editor ) / Quintián, Héctor ( editor ) / Corchado, Emilio ( editor ) / Ilin, Vladimir ( author ) / Simić, Dragan ( author ) / Simić, Svetislav D. ( author ) / Simić, Svetlana ( author )
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Conference:International Workshop on Soft Computing Models in Industrial and Environmental Applications ; 2020 ; Burgos, Spain
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Published in:15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020) ; Chapter: 51 ; 530-539Advances in Intelligent Systems and Computing ; 1268 ; 530-539
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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:2020-08-29
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Size:10 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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Advanced Oversampling for Improved Detection of Software Anomalies in a RobotBasurto, Nuño / Woźniak, Michał / Cambra, Carlos / Herrero, Álvaro et al. | 2020
- 2
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A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Datasetde la Cal, Enrique / Fáñez, Mirko / DaSilva, Alvaro / Villar, Jose Ramón / Sedano, Javier / Suárez, Victor et al. | 2020
- 3
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How Noisy and Missing Context Influences Predictions in a Practical Context-Aware Data Mining SystemAvram, Anca / Matei, Oliviu / Pintea, Camelia-M. / Pop, Petrica C. / Anton, Carmen Ana et al. | 2020
- 4
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Small-Wind Turbine Power Generation Prediction from Atmospheric Variables Based on Intelligent TechniquesBaruque, Bruno / Jove, Esteban / Porras, Santiago / Calvo-Rolle, José Luis et al. | 2020
- 5
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Supported Decision-Making by Explainable Predictions of Ship TrajectoriesBurkart, Nadia / Huber, Marco F. / Anneken, Mathias et al. | 2020
- 6
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A Natural Language Processing Approach to Represent Maps from Their Description in Natural LanguageBarbero, Silvia / Griol, David / Callejas, Zoraida et al. | 2020
- 7
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A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption SystemsLloréns, Icíar / Alonso, Ricardo / Gil-López, Sergio / Riaño, Sandra / Del Ser, Javier et al. | 2020
- 8
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A Behavioural Study of the Crossover Operator in Diploid Genetic AlgorithmsPetrovan, Adrian / Matei, Oliviu / Erdei, Rudolf et al. | 2020
- 9
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Parallel Differential Evolution with Variable Population Size for Global OptimizationFister, Iztok / Iglesias, Andres / Galvez, Akemi / Fister, Dušan et al. | 2020
- 10
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A Preliminary Many Objective Approach for Extracting Fuzzy Emerging PatternsGarcia-Vico, Angel Miguel / Carmona, Cristobal J. / Gonzalez, Pedro / del Jesus, Maria Jose et al. | 2020
- 11
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A Smart Crutch Tip for Monitoring the Activities of Daily Living Based on a Novel Neural-Network Intelligent ClassifierBrull, Asier / Zubizarreta, Asier / Cabanes, Itziar / Torres-Unda, Jon / Rodriguez-Larrad, Ana et al. | 2020
- 12
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Hourly Air Quality Index (AQI) Forecasting Using Machine Learning MethodsMoscoso-López, Jose Antonio / Urda, Daniel / González-Enrique, Javier / Ruiz-Aguilar, Juan Jesus / Turias, Ignacio J. et al. | 2020
- 13
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Interpretable Deep Learning with Hybrid Autoencoders to Predict Electric Energy ConsumptionKim, Jin-Young / Cho, Sung-Bae et al. | 2020
- 14
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On the Performance of Deep Learning Models for Time Series Classification in StreamingLara-Benítez, Pedro / Carranza-García, Manuel / Martínez-Álvarez, Francisco / Riquelme, José C. et al. | 2020
- 15
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An Approach to Forecasting and Filtering Noise in Dynamic Systems Using LSTM ArchitecturesLlerena, Juan Pedro / García, Jesús / Molina, José Manuel et al. | 2020
- 16
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Novel Approach for Person Detection Based on Image Segmentation Neural NetworkStursa, Dominik / Zanon, Bruno Baruque / Dolezel, Petr et al. | 2020
- 17
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An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming DataGarcía-Cuesta, Esteban / López-López, Jose M. / Gómez-Vergel, Daniel / Huertas-Tato, Javier et al. | 2020
- 18
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Smart Song Equalization Based on the Classification of Musical GenresIriz, Jesus / Patricio, Miguel A. / Molina, Jose M. / Berlanga, Antonio et al. | 2020
- 19
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Machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air PollutionProcházka, Aleš / Mudrová, Martina / Cejnar, Pavel / Mareš, Jan et al. | 2020
- 20
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Software Sensors for the Monitoring of BioprocessesHrnčiřík, Pavel et al. | 2020
- 21
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RGB Images Driven Recognition of Grapevine VarietiesŠkrabánek, Pavel / Doležel, Petr / Matoušek, Radomil / Junek, Petr et al. | 2020
- 22
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Discovering Spatio-Temporal Patterns in Precision Agriculture Based on TriclusteringMelgar-García, Laura / Godinho, Maria Teresa / Espada, Rita / Gutiérrez-Avilés, David / Brito, Isabel Sofia / Martínez-Álvarez, Francisco / Troncoso, Alicia / Rubio-Escudero, Cristina et al. | 2020
- 23
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Counting Livestock with Image Segmentation Neural NetworkDolezel, Petr / Stursa, Dominik / Honc, Daniel / Merta, Jan / Rozsivalova, Veronika / Beran, Ladislav / Hora, Ivo et al. | 2020
- 24
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Smart, Precision or Digital Agriculture and Farming - Current State of TechnologyHonc, Daniel / Merta, Jan et al. | 2020
- 25
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An Automated Platform for Microrobot ManipulationVrba, Jan / Maslen, Charlie / Rehor, Ivan / Mares, Jan et al. | 2020
- 26
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Growth Models of Female Dairy CattleMarek, Jaroslav / Pozdílková, Alena / Kupka, Libor et al. | 2020
- 27
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A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal CropsRivera, Antonio Jesús / Pérez-Godoy, María Dolores / Elizondo, David / Deka, Lipika / del Jesus, María José et al. | 2020
- 28
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Blocks of Jobs for Solving Two-Machine Flow Shop Problem with Normal Distributed Processing TimesBożejko, Wojciech / Rajba, Paweł / Wodecki, Mieczysław et al. | 2020
- 29
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Soft Computing Analysis of Pressure Decay Leak Test DetectionGarcia, Ander / Ferrando, Juan Luis / Arbelaiz, Ander / Oregui, Xabier / Bilbao, Andoni / Etxegoien, Zelmar et al. | 2020
- 30
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Fuzzy FMEA Application to Risk Assessment of Quality Control ProcessŁapczyńska, Dagmara / Burduk, Anna et al. | 2020
- 31
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Similarity of Parts Determined by Semantic Networks as the Basis for Manufacturing Cost EstimationĆwikła, Grzegorz / Bańczyk, Krzysztof et al. | 2020
- 32
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A Simulated Annealing Based Method for Sequencing Problem in Mixed Model Assembly LinesKrenczyk, Damian / Dziki, Karol et al. | 2020
- 33
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The Concept of Genetic Algorithm Application for Scheduling Operations with Multi-resource RequirementsPaprocka, Iwona / Kalinowski, Krzysztof / Balon, Barbara et al. | 2020
- 34
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Comparative Analysis of Clustering Techniques for a Hybrid Model ImplementationGarcía-Ordás, María Teresa / Alaiz-Moretón, Héctor / Casteleiro-Roca, José-Luis / Jove, Esteban / Benítez-Andrades, José Alberto / García-Rodríguez, Isaías / Quintián, Héctor / Calvo-Rolle, José Luis et al. | 2020
- 35
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Data Balancing to Improve Prediction of Project Success in the Telecom SectorBasurto, Nuño / Jiménez, Alfredo / Bayraktar, Secil / Herrero, Álvaro et al. | 2020
- 36
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Demand Control Ventilation Strategy by Tracing the Radon Concentration in Smart BuildingsCasado-Vara, Roberto / García-Retuerta, David / Bartolomé, Alvaro / Jove, Esteban / Calvo-Rolle, Jose Luis / Rey, Angel Martin-del / Corchado, Juan M. et al. | 2020
- 37
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Implementation of a Statistical Dialogue Manager for Commercial Conversational SystemsCañas, Pablo / Griol, David et al. | 2020
- 38
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Wind Turbine Pitch Control with an RBF Neural NetworkSierra-García, Jesus Enrique / Santos, Matilde et al. | 2020
- 39
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MIMO Neural Models for a Twin-Rotor Platform: Comparison Between Mathematical Simulations and Real ExperimentsViana, Kerman / Larrea, Mikel / Irigoyen, Eloy / Diez, Mikel / Zubizarreta, Asier et al. | 2020
- 40
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Fuzzy-Logic Based Identification of Conventional Two-Lane RoadsBarreno, Felipe / Santos, Matilde / Romana, Manuel G. et al. | 2020
- 41
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Swarm Modelling Considering Autonomous Vehicles for Traffic Jam Assist SimulationEcheto, Javier / Romana, Manuel G. / Santos, Matilde et al. | 2020
- 42
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Exploring Datasets to Solve Partial Differential Equations with TensorFlowBorzdynski, Oscar G. / Borondo, Florentino / Curbelo, Jezabel et al. | 2020
- 43
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Modeling Double Concentric Jets Using Linear and Non-linear ApproachesMartín, Juan A. / Corrochano, Adrián / Sierra, Javier / Fabre, David / Le Clainche, Soledad et al. | 2020
- 44
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Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes AnalysisD’Alessio, Giuseppe / Attili, Antonio / Cuoci, Alberto / Pitsch, Heinz / Parente, Alessandro et al. | 2020
- 45
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HODMD Analysis in a Forced Flow over a Backward-Facing Step by Harmonic PerturbationsPérez, José Miguel / Le Clainche, Soledad / Vega, José Manuel et al. | 2020
- 46
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An Application of Variational Mode Decomposition in Simulated Flight Test DataMendez, Carlos et al. | 2020
- 47
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Following Vortices in Turbulent Channel FlowsAguilar-Fuertes, Jose J. / Noguero-Rodríguez, Francisco / Jaen-Ruiz, José C. / García-Raffi, Luis M. / Hoyas, Sergio et al. | 2020
- 48
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Stable Performance Under Sensor Failure of Local Positioning SystemsDíez-González, Javier / Álvarez, Rubén / Verde, Paula / Ferrero-Guillén, Rubén / González-Bárcena, David / Pérez, Hilde et al. | 2020
- 49
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Solving the Two-Stage Supply Chain Network Design Problem with Risk-Pooling and Lead Times by an Efficient Genetic AlgorithmCosma, Ovidiu / Pop, Petrica / Sabo, Cosmin et al. | 2020
- 50
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Genetic Algorithm Optimization of Lift Distribution in Subsonic Low-Range DesignsFerrero-Guillén, Rubén / Álvarez, Rubén / Díez-González, Javier / Sánchez-Fernández, Álvaro / Pérez, Hilde et al. | 2020
- 51
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Hybrid Genetic Algorithms and Tour Construction and Improvement Algorithms Used for Optimizing the Traveling Salesman ProblemIlin, Vladimir / Simić, Dragan / Simić, Svetislav D. / Simić, Svetlana et al. | 2020
- 52
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Segmentation Optimization in Trajectory-Based Ship ClassificationAmigo, Daniel / Sánchez, David / García, Jesús / Molina, José Manuel et al. | 2020
- 53
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Bio-Inspired System for MRP Production and Delivery Planning in Automotive IndustrySimić, Dragan / Svirčević, Vasa / Calvo-Rolle, José Luis / Ilin, Vladimir / Simić, Svetislav D. / Simić, Svetlana et al. | 2020
- 54
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Time Series Data Augmentation and Dropout Roles in Deep Learning Applied to Fall DetectionGonzález, Enol García / Villar, José Ramón / de la Cal, Enrique et al. | 2020
- 55
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A Comparison of Multivariate Time Series Clustering MethodsVázquez, Iago / Villar, José Ramón / Sedano, Javier / Simić, Svetlana et al. | 2020
- 56
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Synthesized A* Multi-robot Path Planning in an Indoor Smart Lab Using Distributed Cloud ComputingKiadi, Morteza / Villar, José Ramón / Tan, Qing et al. | 2020
- 57
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Towards Fog-Based HiTLCPS for Human Robot Interactions in Smart Lab: Use Cases and Architecture OverviewKarim, Behzad / Tan, Qing / Alvarez, Juan Carlos et al. | 2020
- 58
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Neural Models to Predict Irrigation Needs of a Potato PlantationYartu, Mercedes / Cambra, Carlos / Navarro, Milagros / Rad, Carlos / Arroyo, Ángel / Herrero, Álvaro et al. | 2020
- 59
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Mathematical Modelling for Performance Evaluation Using Velocity Control for Semi-autonomous VehicleMasood, Khayyam / Zoppi, Matteo / Molfino, Rezia et al. | 2020
- 60
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A Relative Positioning Development for an Autonomous Mobile Robot with a Linear Regression TechniqueTeso-Fz-Betoño, Daniel / Zulueta, Ekaitz / Sánchez-Chica, Ander / Fernandez-Gamiz, Unai / Uriarte, Irantzu / Lopez-Guede, Jose Manuel et al. | 2020
- 61
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Generating 2.5D Photorealistic Synthetic Datasets for Training Machine Vision AlgorithmsPeleka, Georgia / Mariolis, Ioannis / Tzovaras, Dimitrios et al. | 2020
- 62
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Control of Industrial AGV Based on Reinforcement LearningSierra-García, Jesus Enrique / Santos, Matilde et al. | 2020
- 63
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Shared Control Framework and Application for European Research ProjectsMarcano, Mauricio / Diaz, Sergio / Vaca, Myriam / Pérez, Joshué / Irigoyen, Eloy et al. | 2020
- 64
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A First Approach to Path Planning Coverage with Multi-UAVsPintado, Alfredo / Santos, Matilde et al. | 2020
- 65
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Copper Price Time Series Forecasting by Means of Generalized Regression Neural Networks with Optimized Predictor VariablesValverde, Gregorio Fidalgo / Krzemień, Alicja / Fernández, Pedro Riesgo / Rodríguez, Francisco Javier Iglesias / Sánchez, Ana Suárez et al. | 2020
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A Multivariate Approach to Time Series Forecasting of Copper Prices with the Help of Multiple Imputation by Chained Equations and Multivariate Adaptive Regression SplinesSánchez Lasheras, Fernando / Gracia Rodríguez, Javier / García Nieto, Paulino José / García-Gonzalo, Esperanza / Fidalgo Valverde, Gregorio et al. | 2020
- 67
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Time Series Analysis for the COMEX Copper Spot Price by Using Support Vector RegressionGarcía-Gonzalo, Esperanza / García Nieto, Paulino José / Gracia Rodríguez, Javier / Sánchez Lasheras, Fernando / Fidalgo Valverde, Gregorio et al. | 2020
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Uncertainty Propagation Using Hybrid MethodsSan-Juan, Juan Félix / San-Martín, Montserrat / Pérez, Iván / López, Rosario / Segura, Edna / Carrillo, Hans et al. | 2020
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Multidimensional Measurement of Virtual Human Bodies Acquired with Depth SensorsFuster-Guilló, Andrés / Azorín-López, Jorge / Castillo-Zaragoza, Juan Miguel / Manchón-Pernis, Cayetano / Pérez-Pérez, Luis Fernando / Zaragoza-Martí, Ana et al. | 2020
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Event-Based Conceptual Architecture for the Management of Cyber-Physical Systems Tasks in Real TimeGómez, Henry Duque / Rodríguez, Jose García / Azorin-Lopez, Jorge et al. | 2020
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A Preliminary Study on Deep Transfer Learning Applied to Image Classification for Small DatasetsMolina, Miguel Ángel / Asencio-Cortés, Gualberto / Riquelme, José C. / Martínez-Álvarez, Francisco et al. | 2020
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Burr Detection Using Image Processing in Milling Workpiecesdel Castillo, Virginia Riego / Sánchez-González, Lidia / Fernández-Robles, Laura / Castejón-Limas, Manuel et al. | 2020
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A Deep Learning Architecture for Recognizing Abnormal Activities of Groups Using Context and Motion InformationBorja-Borja, Luis Felipe / Azorín-López, Jorge / Saval-Calvo, Marcelo et al. | 2020
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Implementation of a Low-Cost Rain Gauge with Arduino and ThingspeakRodríguez, Byron Guerrero / Meneses, Jaime Salvador / Garcia-Rodriguez, Jose et al. | 2020
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Functional Networks for Image Segmentation of Cutaneous Lesions with Rational CurvesGálvez, Akemi / Fister, Iztok / Iglesias, Andrés et al. | 2020
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Manufacturing Description Language for Process Control in Industry 4.0Zamora-Hernández, Mauricio-Andrés / Ceciliano, Jose Andrez Chaves / Granados, Alonso Villalobos / Vargas, John Alejandro Castro / Garcia-Rodriguez, Jose / Azorín-López, Jorge et al. | 2020
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ToolSet: A Real-Synthetic Manufacturing Tools and Accessories DatasetZamora-Hernandez, Mauricio-Andres / Castro-Vargas, John Alejandro / Azorin-Lopez, Jorge / Garcia-Rodriguez, Jose et al. | 2020
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Robust 3D Object Detection from LiDAR Point Cloud Data with Spatial Information AggregationAranjuelo, Nerea / Engels, Guus / Unzueta, Luis / Arganda-Carreras, Ignacio / Nieto, Marcos / Otaegui, Oihana et al. | 2020
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Efficiency of Public Wireless Sensors Applied to Spatial Crowd Monitoring in BuildingsKamińska-Chuchmała, Anna et al. | 2020
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Machine-Learning Techniques Applied to Biomass Estimation Using LiDAR DataTorre-Tojal, Leyre / Lopez-Guede, Jose Manuel et al. | 2020
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Active Learning for Road Lane Landmark Inventory with Random Forest in Highly Uncontrolled LiDAR Intensity Based ImageIzquierdo, Asier / Lopez-Guede, Jose Manuel et al. | 2020