Program overview
| Wednesday, 31st May 2017 | |
| 9:00 | Registration |
| 9:45 | Opening |
| 10:00 |
Plenary talk I Fernando Gomide: Evolving Granular Modeling and Control |
| 11:00 | Coffee/tea break |
| 11:30 | Technical session I |
| 13:30 | Lunch (Restaurant ULFE) |
| 14:30 | Technical session II |
| 16:30 | Break |
| 18:00 | Tour of the city and welcome reception (meeting at the faculty or in the city centre) |
| Thursday, 1st June 2017 | |
| 10:00 |
Plenary talk II Plamen Angelov: Autonomous Learning for Autonomous Systems |
| 11:00 | Coffee/tea break |
| 11:30 | IEEE SMC Autonomous Learning Systems Machines (ALMA) Competition |
| 13:30 | Lunch (Restaurant ULFE) |
| 15:30 | Excursion and conference banquet |
| Friday, 2nd June 2017 | |
| 9:00 | Technical session III |
| 11:00 | Coffee/tea break |
| 11:30 | Technical session IV |
| 13:30 | Closing |
| 13:35 | Lunch (Restaurant ULFE) |
Technical program
Wednesday, 31st May 2017
| Plenary talk I | |
| Chair: Igor Škrjanc | |
| 10:00 |
Evolving Granular Modeling and Control Fernando Gomide |
| Technical session I | |
| Chair: Radu-Emil Precup, Co-chair: Sašo Blažič | |
| 11:30 |
Evolving Fuzzy Models for the Position Control of Magnetic Levitation Systems
Radu-Emil Precup, Claudia-Adina Dragos, Elena-Lorena Hedrea, Marian-Dan Rarinca and Emil Petriu |
| 11:54 |
Comparison of Conventional Closed-Loop Controller with an Adaptive Controller for a Disturbed Thermodynamic System
Robert Alphinas, Hans Henrik Hansen and Torben Tambo |
| 12:18 |
Granular Evolving Fuzzy Robust Feedback Linearization
Lucas Silva de Oliveira, Valter Júnior de Souza Leite, Jeferson Costa Da Silva and Fernando Antônio Campos Gomide |
| 12:42 |
Robust Evolving Control of a Two-Tanks Pilot Plant
Goran Andonovski and Bruno Sielly Jales Costa |
| 13:06 |
An implementation of an evolving fuzzy controller
Sašo Blažič and Andrej Zdešar |
| Technical session II | |
| Chair: Edwin Lughofer, Co-chair: Juš Kocijan | |
| 14:30 |
Evolving participatory learning fuzzy modeling for financial interval time series forecasting
Leandro Maciel, Rafael Giordano Vieira, Alisson Porto, Fernando Gomide and Rosangela Ballini |
| 14:54 |
Incremental Rule Splitting in Generalized Evolving Fuzzy Regression Models
Edwin Lughofer, Mahardhika Pratama and Igor Škrjanc |
| 15:18 |
On-line identification with regularised Evolving Gaussian process
Martin Stepančič and Juš Kocijan |
| 15:42 |
Introduction of adaptive TS model using recursive Gustafson-Kessel algorithm in short term load forecasting
Gregor Černe |
| 16:06 |
Evolving Fuzzy Model In Fault Detection System
Dejan Dovžan |
Thursday, 1st June 2017
| Plenary talk II | |
| Chair: Sašo Blažič | |
| 10:00 |
Autonomous Learning for Autonomous Systems Plamen Angelov |
| ALMA competition | |
| Chair: Fernando Gomide | |
| 11:30 |
Autonomous Anomaly Detection
Xiaowei Gu and Plamen Angelov |
| 11:50 |
Evolving principal component clustering for 2-D LIDAR data
Matevž Bošnak |
| 12:10 |
Robust Evolving Cloud-based Controller (RECCo)
Goran Andonovski, Plamen Angelov, Sašo Blažič and Igor Škrjanc |
| 12:30 |
Self-Evolving Kernel Recursive Least Squares Algorithm for Control and Prediction
Zhao-Xu Yang, Hai-Jun Rong, Guang-She Zhao and Jing Yang |
| 12:50 |
Monitoring of vulcano Puracé through seismic signals: Description of a real dataset
Jose Eduardo Gomez, David Camilo Corrales, Juan Carlos Corrales, Araceli Sanchis, Agapito Ledezma and Jose Antonio Iglesias |
| 13:10 |
Autonomous Learning Multi-Model Classifier of 0-Order (ALMMo-0)
Plamen Angelov and Xiaowei Gu |
Friday, 2nd June 2017
| Technical session III | |
| Chair: Plamen Angelov, Co-chair: Dejan Dovžan | |
| 9:00 |
A Sensory-Neural Network for Medical Diagnosis
Mihael Sok, Eva Švegl and Igor Grabec |
| 9:24 |
Estimation of moving agents density in 2D space based on LSTM neural network
Marsela Polic, Ziad Salem, Karlo Griparic, Stjepan Bogdan and Thomas Schmickl |
| 9:48 |
Multi-Expert Evolving System for Objective Psychophysiological Monitoring and Fast Discovery of Effective Personalized Therapies
Olga Senyukova, Valeriy Gavrishchaka and Ksenia Tulnova |
| 10:12 |
Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems
Igor Škrjanc, Araceli Sanchis de Miguel, Jose Iglesias, Agapito Ledezma and Dejan Dovžan |
| 10:36 |
Nonlinear Quadratic Estimator with Selective Error State Weighting
Eckhard Gauterin, Florian Poeschke, Nico Goldschmidt and Horst Schulte |
| Technical session IV | |
| Chair: Igor Škrjanc, Co-chair: Gregor Černe | |
| 11:30 |
Combining Evolutionary Algorithms and Case-Based Reasoning for Learning High-Quality Shooting Strategies in AI Birds
Süleyman Gemici, Thomas Gabel, Benjamin Löffler and Alaa Tharwat |
| 11:54 |
Scalable Implementation of Dependence Clustering in Apache Spark
Elena Ivannikova |
| 12:18 |
Online Anomaly Detection on the Webscope S5 Dataset: A Comparative Study
Markus Thill, Wolfgang Konen and Thomas Bäck |
| 12:42 |
An Immune Evolution Mechanism for the Study of Stress Factors in Supervised and Controlled Systems
Monica Patrascu, Adrian Patrascu and Iuliana Beres |
| 13:06 |
Modeling and Simulation of a small Wind Turbine system based on PMSG generator
Rim Ben Ali, Horst Schulte and Abdelkader Mami |
