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14th SOCO 2019: Seville, Spain
- Francisco Martínez-Álvarez, Alicia Troncoso Lora, José António Sáez Muñoz, Héctor Quintián, Emilio Corchado:
14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) - Seville, Spain, May 13-15, 2019, Proceedings. Advances in Intelligent Systems and Computing 950, Springer 2020, ISBN 978-3-030-20054-1
Machine Learning
- José David Martín-Fernández, José María Luna-Romera
, Beatriz Pontes, José Cristóbal Riquelme Santos:
Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering. 3-13 - Iratxe Niño-Adan
Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy. 14-24 - Jin-Young Kim, Sung-Bae Cho:
Classifying Excavator Operations with Fusion Network of Multi-modal Deep Learning Models. 25-34 - Nadia El Bekri, Jasmin Kling, Marco F. Huber
A Study on Trust in Black Box Models and Post-hoc Explanations. 35-46 - Kemilly Dearo Garcia, Tiago Carvalho
A Study on Hyperparameter Configuration for Human Activity Recognition. 47-56 - Eduardo Valladares-Valdés, Alfredo Simón-Cuevas
A Fuzzy Approach for Sentences Relevance Assessment in Multi-document Summarization. 57-67 - Luciano Sánchez
Online Estimation of the State of Health of a Rechargeable Battery Through Distal Learning of a Fuzzy Model. 68-77 - David Griol, Araceli Sanchis, José Manuel Molina:
A Proposal for the Development of Lifelong Dialog Systems. 78-88
Smart Cities and IOT
- Antonio M. Fernández, David Gutiérrez-Avilés
Real-Time Big Data Analytics in Smart Cities from LoRa-Based IoT Networks. 91-100 - Marijana Zekic-Susac, Marinela Knezevic, Rudolf Scitovski:
Deep Learning in Modeling Energy Cost of Buildings in the Public Sector. 101-110 - Mario Alcántara-Garrote, Ana B. Gil González
Framework for the Detection of Physiological Parameters with Musical Stimuli Based on IoT. 111-120 - Inés Sittón-Candanedo, Ricardo S. Alonso
Edge Computing Architectures in Industry 4.0: A General Survey and Comparison. 121-131 - Stéphane Bonnevay, Jairo Cugliari
Predictive Maintenance from Event Logs Using Wavelet-Based Features: An Industrial Application. 132-141 - Cláudio Rebelo de Sá
Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks. 142-153
Temporal Data Analysis
- Miguel Cárdenas-Montes
Ensemble Deep Learning for Forecasting ^222Rn 222 R n Radiation Level at Canfranc Underground Laboratory. 157-167 - Miguel Cárdenas-Montes
Search of Extreme Episodes in Urban Ozone Maps. 168-178 - Adriana Navajas-Guerrero
A Novel Heuristic Approach for the Simultaneous Selection of the Optimal Clustering Method and Its Internal Parameters for Time Series Data. 179-189 - Steffanie Van Roode
A Hybrid Approach for Short-Term NO2 Forecasting: Case Study of Bay of Algeciras (Spain). 190-198 - Anca Avram, Oliviu Matei, Camelia-Mihaela Pintea
Context-Aware Data Mining vs Classical Data Mining: Case Study on Predicting Soil Moisture. 199-208 - Enrique A. de la Cal
DTW as Alignment Function in the Context of Time Series Balancing. 209-218 - Mirko Fáñez, José Ramón Villar
Feature Clustering to Improve Fall Detection: A Preliminary Study. 219-228
Data Generation and Preparation
- Belén Vega-Márquez
Creation of Synthetic Data with Conditional Generative Adversarial Networks. 231-240 - Nuño Basurto
Data Selection to Improve Anomaly Detection in a Component-Based Robot. 241-250 - Antonio J. Tallón-Ballesteros, Luís Cavique
Addressing Low Dimensionality Feature Subset Selection: ReliefF(-k) or Extended Correlation-Based Feature Selection(eCFS)? 251-260 - Alberto Rivas, Jesús M. Fraile, Pablo Chamoso
A Predictive Maintenance Model Using Recurrent Neural Networks. 261-270
Soft Computing Applications
- Harshita Seth, Pulkit Kumar, Muktabh Mayank Srivastava:
Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting with Limited Training Data. 273-280 - Anna Kaminska-Chuchmala:
Characteristic of WiFi Network Based on Space Model with Using Turning Bands Co-simulation Method. 281-290 - Sonia León
Inconsistency Detection on Data Communication Standards Using Information Extraction Techniques: The ABP Case. 291-300 - Alejandro Hérnández, David Álvarez
Mobile Architecture for Forest Fire Simulation Using PhyFire-HDWind Model. 301-310 - Maibeth Sánchez-Rivero, Marcos Quiñones-Grueiro
A Proposal of Robust Leak Localization in Water Distribution Networks Using Differential Evolution. 311-320 - José Manuel López-Guede
Neural Model of a Specific Single Proton Exchange Membrane PEM Fuel Cell. 321-329
Special Session - Soft Computing Methods in Manufacturing and Management Systems
- Damian Krenczyk
A Hybrid Heuristic Algorithm for Multi-manned Assembly Line Balancing Problem with Location Constraints. 333-343 - Cezary Grabowik, Grzegorz Cwikla
A Comparison Analysis of the Computer Simulation Results of a Real Production System - Production System Modelling with FlexSim and Plant Simulation Software. 344-354 - Pedro J. Rivera Torres
Multiple Fault Diagnosis in Manufacturing Processes and Machines Using Probabilistic Boolean Networks. 355-365 - Bozena Skolud, Agnieszka Szopa
Concurrent Planning and Scheduling of Heterogeneous Production System. Case Study. 366-375 - Krzysztof Niemiec, Damian Krenczyk
Multi-domain, Advisory Computing System in Continuous Manufacturing Processes. 376-385 - Grzegorz Cwikla
Assessment of Similarity of Elements as a Basis for Production Costs Estimation. 386-395
Special Session - Soft Computing Applications in the Field of Industrial and Environmental Enterprises
- Esteban Jove
Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing System. 399-410 - Dragan Simic
Material Flow Optimization Using Milk Run System in Automotive Industry. 411-421 - Sergio Márquez Sánchez, Roberto Casado-Vara, Francisco Javier García Criado, Sara Rodríguez-González, Javier Prieto Tejedor, Juan Manuel Corchado
Smart PPE and CPE Platform for Electric Industry Workforce. 422-431 - Taha Berkay Duman, Baris Bayram, Gökhan Ince
Acoustic Anomaly Detection Using Convolutional Autoencoders in Industrial Processes. 432-442 - Álvaro Herrero
One-Class Classification to Predict the Success of Private-Participation Infrastructure Projects in Europe. 443-451 - Ana Dolores López-Sánchez, Alfredo García Hernández-Díaz, Julián Molina
Optimizing a Bi-objective Vehicle Routing Problem Appearing in Industrial Enterprises. 452-462 - David Griol, José Manuel Molina, Araceli Sanchis:
An Industrial Application of Soft Computing for the Design of Personalized Call Centers. 463-472 - Iago Vázquez, José Ramón Villar
A Preliminary Study on Multivariate Time Series Clustering. 473-480 - Roberto Casado-Vara
Adaptive Fault-Tolerant Tracking Control Algorithm for IoT Systems: Smart Building Case Study. 481-490
Special Session - Optimization, Modeling and Control by Soft Computing Techniques
- Albert Ferrer, Ferran Torrent-Fontbona, Joan Colomer
Low Voltage Grid Operation Scheduling Considering Forecast Uncertainty. 493-502 - Ignacio Trojaola
Iterative Learning Control for a Hydraulic Cushion. 503-512 - Daniela E. Sanjinés, Vivian F. López Batista
Opinion Mining to Detect Irony in Twitter Messages in Spanish. 513-522 - Ovidiu Cosma
An Efficient Soft Computing Approach for Solving the Two-Stage Transportation Problem with Fixed Costs. 523-532 - Basil Mohammed Al-Hadithi, José Miguel Adánez, Agustín Jiménez:
Takagi-Sugeno Fuzzy Incremental State Model for Optimal Control of a Ball and Beam Nonlinear Model. 533-543 - Cristina Puente
Time-Oriented System to Control Critical Medications. 544-553
Special Session - Soft Computing in Aerospace, Mechanical and Civil Engineering: New Methods and Industrial Applications
- Soledad Le Clainche Martínez
An Introduction to Some Methods for Soft Computing in Fluid Dynamics. 557-566 - Víctor Beltrán
A Data-Driven ROM Based on HODMD. 567-576 - Christian Amor
Soft Computing Techniques to Analyze the Turbulent Wake of a Wall-Mounted Square Cylinder. 577-586 - José Miguel Pérez
Generating Three-Dimensional Fields from Two-Dimensional Soft Computing Strategies. 587-595 - Juan A. Martin, Pedro Paredes:
Low Cost Methods for Computing Instabilities in Boundary Layer Flows. 596-606
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