Introduction

The 2017 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2017) will be held in Ljubljana (Slovenia), a beautiful medieval town. Ljubljana lies halfway between Vienna and Venice, at the crossroads of different cultures, geographical regions, and historical developments. Compared to other capitals, Ljubljana is very small, very green, and very walking-friendly town, which makes it a great place to explore on foot. It is in the center of Slovenia and enables exploring some of the most popular tourist sights of Slovenia in one day. Visit enchanting Bled, with its medieval castle perched upon the lake, explore mysterious Predjama castle and end the trip by visiting Postojna cave, Slovenia’s number 1 attraction.

EAIS 2017 will provide a working and friendly atmosphere and will be a leading international forum focusing on the discussion of recent advances, the exchange of recent innovations and the outline of open important future challenges in the area of Evolving and Adaptive Intelligent Systems.

Over the past decade, this area has emerged to play an important role on a broad international level in today’s real-world applications, especially those ones with high complexity and dynamics change. Its embedded modelling and learning methodologies are able to cope with real-time demands, changing operation conditions, varying environmental influences, human behaviors, knowledge expansion scenarios and drifts in online data streams.

EAIS 2017 is organized by the IEEE Technical Committee on Evolving and Adaptive Intelligent Systems, SMC Society. The conference series has a history starting in 2006 in Lake District (England). It was held after that in Witten-Bommerholz (Germany), Nashville (USA), Leicester (England), Paris (France), Madrid (Spain), Singapore, Linz (Austria), Douai (France), and Natal (Brasil). Authors of selected papers will be invited to submit extended versions for possible inclusion in a special issue of the Journal Evolving Systems (Springer).

Call for paper

Important date

2017-01-15
Draft paper submission deadline
2017-02-24
Draft paper acceptance notification
2017-03-24
Final paper submission deadline

Submission Topics

Basic Methologies

  • Evolving Soft Computing Techniques

  • Evolving Fuzzy Systems

  • Evolving Rule-Based Classifiers

  • Evolving Neuro-Fuzzy Systems

  • Adaptive Evolving Neural Networks

  • Adaptive Evolving Fuzzy Systems

  • Online Genetic and Evolutionary Algorithms

  • Data Stream Mining

  • Incremental and Evolving Clustering Approaches

  • Adaptive Control

  • Adaptive Pattern Recognition

  • Computational Intelligence in Control and Estimation

  • Incremental and Evolving ML Classifiers

  • Adaptive Statistical Techniques

  • Evolving Decision Systems

  • Big Data

  • Advanced Concepts

Problems and Methodologies in Data Streams

  • Stability, Robustness, Convergence in Evolving Systems

  • Online Feature Selection and Dimension Reduction

  • Online Active and Semi-supervised Learning

  • Online Complexity Reduction

  • Computational Aspects

  • Interpretability Issues

  • Incremental Adaptive Ensemble Methods

  • Online Bagging and Boosting

  • Self-monitoring Evolving Systems

  • Human-Machine Interaction Issues

  • Hybrid Modeling

  • Transfer Learning

  • Reservoir Computing

  • Real-world Applications

EIS for On-Line Modeling, System Identification, and Control 

  • EIS for Time Series Prediction

  • EIS for Data Stream Mining and Adaptive Knowledge Discovery

  • EIS in Robotics, Intelligent Transport and Advanced Manufacturing

  • EIS in Advanced Communications and Multi-Media Applications

  • EIS in Bioinformatics and Medicine

  • EIS in Online Quality Control and Fault Diagnosis

  • EIS in Condition Monitoring Systems

  • EIS in Adaptive Evolving Controller Design

  • EIS in User Activities Recognition

  • EIS in Huge Database and Web Mining

  • EIS in Visual Inspection and Image Classification

  • EIS in Image Processing

  • EIS in Cloud Computing

  • EIS in Multiple Sensor Networks

  • EIS in Query Systems and Social Networks

  • EIS in Alternative Statistical and Machine Learning Approaches

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Important Date

  • Conference Date

    May 31

    2017

    to

    Jun 02

    2017

  • Jan 15 2017

    Draft paper submission deadline

  • Feb 24 2017

    Draft Paper Acceptance Notification

  • Mar 24 2017

    Final Paper Deadline

  • Jun 02 2017

    Registration deadline

Sponsored By
University of Ljubljana, Faculty of Electrical Engineering
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