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ORCID19th IDEAL 2018: Madrid, Spain
- Hujun Yin, David Camacho, Paulo Novais, Antonio J. Tallón-Ballesteros:
Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11315, Springer 2018, ISBN 978-3-030-03495-5
Workshop on RiskTrack: Analyzing Radicalization in Online Social Networks
- Mahmoud Barhamgi
, Raúl Lara-Cabrera, Djamal Benslimane, David Camacho:
Ontology Uses for Radicalisation Detection on Social Networks. 3-8 - Joshua Thorburn, Javier Torregrosa, Ángel Panizo:
Measuring Extremism: Validating an Alt-Right Twitter Accounts Dataset. 9-14 - Javier Torregrosa, Ángel Panizo:
RiskTrack: Assessing the Risk of Jihadi Radicalization on Twitter Using Linguistic Factors. 15-20 - Mourad Oussalah, F. Faroughian, Panos Kostakos:
On Detecting Online Radicalization Using Natural Language Processing. 21-27
Workshop on Methods for Interpretation of Industrial Event Logs
- Wolfgang Koehler, Yanguo Jing:
Automated, Nomenclature Based Data Point Selection for Industrial Event Log Generation. 31-40 - Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Ece Calikus, Yuantao Fan:
Monitoring Equipment Operation Through Model and Event Discovery. 41-53 - Edyta Brzychczy, Agnieszka Trzcionkowska:
Creation of an Event Log from a Low-Level Machinery Monitoring System for Process Mining Purposes. 54-63 - Szymon Bobek, Kamil Jurek:
Causal Rules Detection in Streams of Unlabeled, Mixed Type Values with Finit Domains. 64-74 - Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek:
On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. 75-83 - Felix Mannhardt, Riccardo Bovo, Manuel Fradinho Oliveira, Simon Julier:
A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments. 84-93 - Martin Atzmueller, Benjamin Klöpper:
Mining Attributed Interaction Networks on Industrial Event Logs. 94-102
Special Session on Intelligent Techniques for the Analysis of Scientific Articles and Patents
- Iván Ruiz-Rube, Tatiana Person, José Miguel Mota, Juan Manuel Dodero, Ángel Rafael González-Toro:
Evidence-Based Systematic Literature Reviews in the Cloud. 105-112 - José Ricardo López-Robles, Jose Ramon Otegi-Olaso, Igone Porto Gómez, Nadia Karina Gamboa-Rosales, Hamurabi Gamboa-Rosales, Hermes Robles-Berumen:
Bibliometric Network Analysis to Identify the Intellectual Structure and Evolution of the Big Data Research Field. 113-120 - Chaker Jebari, Manuel Jesus Cobo, Enrique Herrera-Viedma:
A New Approach for Implicit Citation Extraction. 121-129 - Veronica Duarte-Martínez, Antonio Gabriel López-Herrera, Manuel J. Cobo:
Constructing Bibliometric Networks from Spanish Doctoral Theses. 130-137 - Pablo García-Sánchez, Manuel J. Cobo:
Measuring the Impact of the International Relationships of the Andalusian Universities Using Dimensions Database. 138-144
Special Session on Machine Learning for Renewable Energy Applications
- Víctor de la Pompa, Alejandro Catalina, José R. Dorronsoro:
Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction. 147-154 - Rubén Martín-Vázquez, Javier Huertas-Tato, Ricardo Aler, Inés María Galván:
Studying the Effect of Measured Solar Power on Evolutionary Multi-objective Prediction Intervals. 155-162 - Laura Cornejo-Bueno, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz:
Merging ELMs with Satellite Data and Clear-Sky Models for Effective Solar Radiation Estimation. 163-170 - David Guijo-Rubio, Antonio Manuel Durán-Rosal, Antonio M. Gómez-Orellana, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction. 171-179 - Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, Luis Prieto, César Hervás-Martínez:
Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks. 180-187
Special Session on Evolutionary Computing Methods for Data Mining: Theory and Applications
- Muhammad Adil Raja, Conor Ryan:
GELAB - A Matlab Toolbox for Grammatical Evolution. 191-200 - Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode. 201-209 - W. B. Morgado Gamero, Dayana Agudelo-Castañeda, Margarita Castillo Ramírez, Martha Mendoza Hernandez, Heidy Posso Mendoza, Alexander Parody, Amelec Viloria:
Hospital Admission and Risk Assessment Associated to Exposure of Fungal Bioaerosols at a Municipal Landfill Using Statistical Models. 210-218
Special Session on Data Selection in Machine Learning
- Maria Kazachuk, Mikhail Petrovskiy, Igor V. Mashechkin, Oleg Gorokhov:
Novelty Detection Using Elliptical Fuzzy Clustering in a Reproducing Kernel Hilbert Space. 221-232 - Maciej Grzenda:
Semi-supervised Learning to Reduce Data Needs of Indoor Positioning Models. 233-240 - Svetlana Simic, Zorana Bankovic, Dragan Simic, Svetislav D. Simic:
Different Approaches of Data and Attribute Selection on Headache Disorder. 241-249 - Gonçalo Sousa Mendes, Susana Nascimento:
A Study of Fuzzy Clustering to Archetypal Analysis. 250-261 - Eva Tuba, Raka Jovanovic, Marko Beko, Antonio J. Tallón-Ballesteros, Milan Tuba:
Bare Bones Fireworks Algorithm for Medical Image Compression. 262-270 - Souad Taleb Zouggar, Abdelkader Adla:
EMnGA: Entropy Measure and Genetic Algorithms Based Method for Heterogeneous Ensembles Selection. 271-279 - Antonio J. Tallón-Ballesteros, Milan Tuba, Bing Xue, Takako Hashimoto:
Feature Selection and Interpretable Feature Transformation: A Preliminary Study on Feature Engineering for Classification Algorithms. 280-287 - Zoila Ruiz-Chavez, Jaime Salvador-Meneses, José García Rodríguez, Antonio J. Tallón-Ballesteros:
Data Pre-processing to Apply Multiple Imputation Techniques: A Case Study on Real-World Census Data. 288-295 - Pawel Ksieniewicz, Michal Wozniak:
Imbalanced Data Classification Based on Feature Selection Techniques. 296-303
Special Session on New Models of Bio-inspired Computation for Massive Complex Environments
- Antonio González-Pardo, David Camacho:
Design of Japanese Tree Frog Algorithm for Community Finding Problems. 307-315 - Ángel Panizo, Gema Bello Orgaz, Mercedes Carnero, José Luis Hernández, Mabel C. Sánchez, David Camacho:
An Artificial Bee Colony Algorithm for Optimizing the Design of Sensor Networks. 316-324 - Eneko Osaba, Javier Del Ser, David Camacho, Akemi Gálvez, Andrés Iglesias, Iztok Fister Jr., Iztok Fister:
Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics. 325-335 - Sergio Pérez-Peló, Jesús Sánchez-Oro, Abraham Duarte:
A Metaheuristic Approach for the \alpha α -separator Problem. 336-343
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