- GT – Soft Computing Applications
- GT – Artificial Neural Networks
- GT – Evolutionary Computation
- Special Session: Contributions of Soft Computing to Precision Agriculture
- Special Session: Soft Computing Methods in Manufacturing and Management Systems
- Special Session: Soft Computing Applications for the Management of Industrial and Environmental Enterprises
- Special Session: Optimization, Modeling and Control by Soft Computing Techniques (OMCS)
- Special Session: Soft Computing and machine learning in non-linear dynamical systems and fluid dynamics: new methods and applications
- Special Session: Soft Computing Techniques and Applications in Logistics and Transportation Systems
- Special Session: Soft Computing and Machine Learning in IoT, Big Data and Cyber Physical Systems
- Special Session: Soft Computing applied to robotics and autonomous vehicles
- Special Session: Soft Computing for forecasting Industrial Time Series
- Special Session: Machine Learning in Computer Vision
- Special Session: Computational Intelligence for Laser-Based Sensing and Measurement
GT – Soft Computing Applications
GT – Artificial Neural Networks
| ID | Title | Authors |
|---|---|---|
| 9 | A Smart Crutch Tip for Monitoring the Activities of Daily Living Based on a Novel Neural-Network Intelligent Classifier | Asier Brull, Asier Zubizarreta, Itziar Cabanes, Jon Torres-Unda and Ana Rodriguez-Larrad |
| 95 | Hourly Air Quality Index (AQI) forecasting using Machine Learning methods | José Antonio Moscoso-López, Daniel Urda, Javier González-Enrique, Juan Jesús Ruiz-Aguilar and Ignacio J. Turias |
| 18 | Interpretable Deep Learning with Hybrid Autoencoder to Predict Electric Energy Consumption | Jin-Young Kim and Sung-Bae Cho |
| 20 | On the performance of deep learning models for time series classification in streaming | Pedro Lara-Benítez, Manuel Carranza-García, Francisco Martínez-Álvarez and José C. Riquelme |
| 88 | An approach to forecasting and filtering noise in dynamic systems using LSTM architectures | Juan Pedro Llerena Caña, Jesús García Herrero and José Manuel Molina López |
| 48 | Novel Approach for Person Detection Based on Image Segmentation Neural Network | Dominik Stursa, Bruno Baruque and Petr Dolezel |
| 45 | An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data | Esteban García-Cuesta, José M. López López, Daniel Gómez Vergel and Javier Huertas Tato |
| 14 | Smart song equalization based on the classification of musical genres | Miguel Angel Patricio, Jesús Iriz, Jose M. Molina and Antonio Berlanga |
GT – Evolutionary Computation
| ID | Title | Authors |
|---|---|---|
| 2 | A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems | Iciar Llorens, Ricardo Alonso, Sergio Gil-Lopez, Sandra Riaño and Javier Del Ser |
| 57 | A Behavioural Study of the Crossover Operator in Diploid Genetic Algorithms | Adrian Petrovan, Oliviu Matei and Rudolf Erdei |
| 71 | Parallel differential evolution with variable population size for global optimization | Iztok Fister, Andres Iglesias, Akemi Galvez-Tomida, Dušan Fister and Iztok Fister Jr. |
| 56 | A preliminary many objective approach for extracting fuzzy emerging patterns | Angel Miguel Garcia-Vico, Cristobal J. Carmona, Pedro Gonzalez and Maria Jose Del Jesus |
Special Session: Contributions of Soft Computing to Precision Agriculture
| ID | Title | Authors |
|---|---|---|
| 3 | Machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air Pollution | Ales Prochazka, Martina Mudrova, Pavel Cejnar and Jan Mares |
| 4 | Software Sensors for the Monitoring of Bioprocesses | Pavel Hrncirik |
| 8 | RGB Images Driven Recognition of Grapevine Varieties | Pavel Škrabánek, Petr Doležel, Radomil Matoušek and Petr Junek |
| 15 | Discovering spatio-temporal patterns in precision agriculture based on triclustering | Laura Melgar-García, Maria Teresa Godinho, Rita Espada, David Gutiérrez-Avilés, Isabel Sofia Brito, Francisco Martínez-Álvarez, Alicia Troncoso and Cristina Rubio-Escudero |
| 21 | Counting Livestock with Image Segmentation Neural Network | Petr Dolezel, Dominik Stursa, Danie Honc, Jan Merta, Veronika Rozsivalova, Ladislav Beran and Ivo Hora |
| 24 | Smart, Precision or Digital Agriculture and Farming – Current State of Technology | Daniel Honc and Jan Merta |
| 29 | An Automated Platform for Microrobot Manipulation | Jan Vrba, Charlie Maslen, Ivan Rehor and Jan Mares |
| 63 | Growth models of female dairy cattle | Jaroslav Marek, Alena Pozdílková and Libor Kupka |
| 93 | A preliminary study on crop classification with unsupervised algorithms for time series on images with olive trees and cereal crops | Antonio Jesús Rivera Rivas, María Dolores Pérez Godoy, David Elizondo, Lipika Deka and Maria Jose Del Jesus |
Special Session: Soft Computing Methods in Manufacturing and Management Systems
| ID | Title | Authors |
|---|---|---|
| 32 | Blocks of jobs for solving two-machine flow shop problem with normal distributed processing times | Wojciech Bozejko, Pawel Rajba and Mieczyslaw Wodecki |
| 41 | Soft computing analysis of pressure decay leak test detection | Ander Garcia, Juan Luis Ferrando, Ander Arbelaiz, Xabier Oregui, Andoni Bilbao and Zelmar Etxegoien |
| 43 | Fuzzy FMEA application to risk assessment of quality control process | Dagmara Łapczyńska and Anna Burduk |
| 79 | Similarity of parts determined by semantic networks as the basis for manufacturing cost estimation | Grzegorz Ćwikła and Krzysztof Bańczyk |
| 81 | A Simulated Annealing based method for sequencing problem in mixed model assembly lines | Damian Krenczyk and Karol Dziki |
| 84 | The concept of genetic algorithm for scheduling operations with multi-resource requirements | Iwona Paprocka, Krzysztof Kalinowski and Barbara Balon |
Special Session: Soft Computing Applications for the Management of Industrial and Environmental Enterprises
| ID | Title | Authors |
|---|---|---|
| 39 | Comparative analysis of clustering techniques for a hybrid model implementation | Maria Teresa Garcia-Ordas, Hector Alaiz-Moreton, Jose-Luis Casteleiro-Roca, Esteban Jove, Jose Alberto Benítez Andrades, Isaías García-Rodríguez, Hector Quintian and Jose Luis Calvo Rolle |
| 42 | Data Balancing to Improve Prediction of Project Success in the Telecom Sector | Nuño Basurto, Alfredo Jiménez, Secil Bayraktar and Álvaro Herrero |
| 65 | Demand control ventilation strategy by tracing the radon concentration in smart buildings | Roberto Casado-Vara, David Garcia-Retuerta, Álvaro Bartolomé, Esteban Jove, Jose Luis Calvo-Rolle, Angel Martín Del Rey and Juan Corchado |
| 92 | Implementation of a Statistical Dialogue Manager for commercial conversational systems | Pablo Cañas and David Griol |
Special Session: Optimization, Modeling and Control by Soft Computing Techniques (OMCS)
| ID | Title | Authors |
|---|---|---|
| 26 | Wind Turbine Pitch Control with an RBF Neural Network | Jesus Enrique Sierra Garcia and Matilde Santos |
| 37 | MIMO neural models for a Twin-Rotor platform: Comparison between mathematical simulations and real experiments | Kerman Viana, Mikel Larrea, Eloy Irigoyen, Mikel Diez and Asier Zubizarreta |
| 40 | Fuzzy-logic based identification of conventional two-lane roads | Felipe Barreno, Matilde Santos and Manuel Romana |
| 61 | Swarm Modelling Considering Autonomous Vehicles for Traffic Jam Assist Simulation | Javier Echeto, Manuel Romana and Matilde Santos |
Special Session: Soft Computing and machine learning in non-linear dynamical systems and fluid dynamics: new methods and applications
| ID | Title | Authors |
|---|---|---|
| 12 | Exploring datasets to solve partial differential equations with Tensorfow | Florentino Borondo, Oscar Borzdynski and Jezabel Curbelo |
| 28 | Modeling double concentric jets using linear and non-linear approaches | Juan Ángel Martín, Adrián Corrochano, Javier Sierra, David Fabre and Soledad Le Clainche |
| 30 | Unsupervised data analysis of Direct Numerical Simulation of a turbulent flame via Local Principal Component Analysis and Procustes Analysis | Giuseppe D’Alessio, Antonio Attili, Alberto Cuoci, Heinz Pitsch and Alessandro Parente |
| 59 | HODMD analysis in a forced flow over a backward-facing step by harmonic perturbations | Jose Miguel Perez Perez, Soledad Le Clainche Martinez and Jose Manuel Vega de Prada |
| 66 | An application of Variational Mode Decomposition in simulated flight test data | Carlos Mendez |
| 74 | Following vortexes in turbulent channel flows | Jose Aguilar-Fuertes, Francisco Noguero-Rodríguez, Jose Jaen-Ruiz, Luis García-Raffi and Sergio Hoyas |
Special Session: Soft Computing Techniques and Applications in Logistics and Transportation Systems
| ID | Title | Authors |
|---|---|---|
| 23 | Stable Performance Under Sensor Failure of Local Positioning Systems | Javier Díez-González, Rubén Álvarez, Paula Verde, Rubén Ferrero-Guillén, David González-Bárcena and Hilde Perez |
| 47 | Solving the two-stage supply chain network design problem with risk-pooling and lead times by an efficient genetic algorithm | Ovidiu Cosma, Petrica Pop and Cosmin Sabo |
| 58 | Genetic Algorithm Optimization Of Lift Distribution in Subsonic Low-Range Designs | Rubén Ferrero-Guillén, Rubén Álvarez, Javier Díez-González, Álvaro Sánchez-Fernández and Hilde Perez |
| 70 | Hybrid Genetic Algorithms and Tour Construction and Improvement Algorithms Used for Optimizing the Traveling Salesman Problem | Vladimir Ilin, Dragan Simic, Svetislav Simic and Svetlana Simic |
| 89 | Segmentation optimization in trajectory-based ship classification | Daniel Amigo, David Sánchez Pedroche, Jesús García and José Manuel Molina |
| 78 | Bio-Inspired System for MRP Production and Delivery Planning in Automotive Industry | Dragan Simić, Vasa Svirčević, José Luis Calvo-Rolle, Vladimir Ilin, Svetislav D. Simić and Svetlana Simić |
Special Session: Soft Computing and Machine Learning in IoT, Big Data and Cyber Physical Systems
| ID | Title | Authors |
|---|---|---|
| 34 | Time Series data augmentation and dropout roles in Deep Learning applied to Fall Detection | Enol García, José Ramón Villar and Enrique De La Cal Marín |
| 35 | A comparison of Multivariate Time Series clustering methods | Iago Vázquez, José Ramón Villar, Javier Sedano and Svetlana Simic |
| 36 | Synthesized A* multi-robot path planning in an indoor smart lab using distributed Cloud computing | Morteza Kiadi, José Ramón Villar and Qing Tan |
| 69 | Towards Fog-based HiTLCPS for Human Robot Interactions in Smart Lab: Use Cases and Architecture | Behzad Karim, Qing Tan and Juan Carlos Alvarez |
| 77 | Neural Models to Predict Irrigation Needs of a Potato Plantation | Mercedes Yartu, Carlos Cambra, Milagros Navarro, Carlos Rad, Ángel Arroyo and Álvaro Herrero |
Special Session: Soft Computing applied to robotics and autonomous vehicles
| ID | Title | Authors |
|---|---|---|
| 7 | Mathematical Modelling for Performance Evaluation using Velocity Control for Semi-Autonomous Vehicle | Khayyam Masood, Matteo Zoppi and Rezia Molfino |
| 10 | A relative positioning development for an Autonomous Mobile Robot with a linear regression technique | Daniel Teso-Fz-Betoño, Ekaitz Zulueta, Ander Sánchez-Chica, Unai Fernandez-Gamiz, Irantzu Uriarte and Jose Manuel Lopez-Guede |
| 16 | Generating 2.5D Photorealistic Synthetic Datasets for Training Machine Vision Algorithms | Georgia Peleka, Ioannis Mariolis and Dimitrios Tzovaras |
| 46 | Control of Industrial AGV Based on Reinforcement Learning | Jesus Enrique Sierra Garcia and Matilde Santos |
| 52 | Shared Control Framework and Application for European Research Projects | Mauricio Marcano, Sergio Díaz, Myriam Vaca, Joshue Pérez and Eloy Irigoyen |
| 62 | A first approach to path planning coverage with multi-UAVs | Alfredo Pintado and Matilde Santos |
Special Session: Soft Computing for forecasting Industrial Time Series
| ID | Title | Authors |
|---|---|---|
| 1 | Copper price time series forecast by means of artificial neural networks with optimized input neuron | Gregorio Fidalgo Valverde, Alicja Krzemien, Pedro Riesgo Fernández, Francisco Javier Iglesias Rodríguez and Ana Suárez Sánchez |
| 5 | A multivariate approach to time series forecasting of copper prices with the help of multiple imputation by chained equations and multivariate adaptive regression splines | Fernando Sanchez Lasheras, Javier Gracia Rodríguez, Paulino José García Nieto, Esperanza García Gonzalo and Gregorio Fidalgo Valverde |
| 6 | Time series analysis for the COMEX copper spot price by using support vector regression | Esperanza García-Gonzalo, Paulino José García Nieto, Javier Gracia Rodríguez, Fernando Sanchez Lasheras and Gregorio Fidalgo-Valverde |
| 91 | Uncertainty propagation using Hybrid methods | Juan Félix San-Juan, Montserrat San-Martín, Iván Pérez, Rosario López, Edna Viviana Segura and Hans Mauricio Carrillo |
Special Session: Machine Learning in Computer Vision
| ID | Title | Authors |
|---|---|---|
| 50 | Multidimensional measurement of virtual human bodies acquired with depth sensors | Andrés Fuster-Guilló, Jorge Azorín-López, Juan Miguel Castillo-Zaragoza, Cayetano Manchón-Pernis, Luis Fernando Pérez-Pérez and Ana Zaragoza-Martí |
| 53 | Event-based conceptual architecture for the management of cyber-physical systems tasks in real time | Henry Duque-Gomez, Jose Garcia-Rodriguez and Jorge Azorin-Lopez |
| 19 | A preliminary study on deep transfer learning applied to image classification for small datasets | Miguel Ángel Molina, Gualberto Asencio-Cortés, José C. Riquelme and Francisco Martínez-Álvarez |
| 27 | Burr detection using image processing in milling workpieces | Virginia Riego Del Castillo, Lidia Sánchez-González, Laura Fernández-Robles and Manuel Castejón-Limas |
| 55 | A deep learning architecture for recognizing abnormal activities of groups using context and motion information | Luis Felipe Borja-Borja, Jorge Azorin-Lopez and Marcelo Saval-Calvo |
| 85 | Implementation of a low-cost rain gauge with Arduino and Thingspeak | Byron Guerrero Rodriguez, Jaime Salvador-Meneses and Jose Garcia-Rodriguez |
| 72 | Functional Networks for Image Segmentation of Cutaneous Lesions with Rational Curves | Akemi Galvez-Tomida, Iztok Fister, Iztok Jr. Fister and Andres Iglesias Prieto |
| 87 | Manufacturing Description Language for Process Control in Industry 4.0 | Mauricio-Andrés Zamora-Hernández, Jose Andrez Chaves-Ceciliano, Alonso Villalobos-Granados, John Alejandro Castro-Vargas, Jose Garcia-Rodriguez and Jorge Azorı́n-López |
| 94 | ToolSet: A Real-Synthetic Manufacturing Tools and Accessories Dataset | Mauricio Andrés Zamora-Hernández, John Alejandro Castro-Vargas, Jorge Azorin-Lopez and Jose Garcia-Rodriguez |
Special Session: Computational Intelligence for Laser-Based Sensing and Measurement
| ID | Title | Authors |
|---|---|---|
| 13 | Robust 3D object detection from LiDAR point cloud data with spatial information aggregation | Nerea Aranjuelo, Guus Engels, Luis Unzueta, Ignacio Arganda-Carreras, Marcos Nieto and Oihana Otaegui |
| 25 | A comparison of registration methods for SLAM with the M8 Quanergy LiDAR | Marina Aguilar-Moreno and Manuel Graña |
| 31 | An application of laser measurement to on-line metal strip flatness measurement | Marcos Alonso, Alberto Izaguirre, Imanol Andonegui and Manuel Graña |
| 33 | Efficiency of Public Wireless Sensors Applied To Spatial Crowd Monitoring in Buildings | Anna Kamińska-Chuchmała |
| 38 | Machine learning techniques applied to biomass estimation using LiDAR data | Leyre Torre-Tojal and Jose Manuel Lopez-Guede |
| 49 | Active Learning for Road Lane Landmark Inventory with Random Forest in Highly Uncontrolled LiDAR Intensity Based Image | Asier Izquierdo and Jose Manuel Lopez-Guede |