Call for paper 〔OPEN〕

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Registration 〔OPEN〕

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Introduction

Many computer applications result in large volumes of data that require a set of techniques and tools to extract useful information for decision support, prediction, exploration and understanding of the phenomena governing the data sources. This workshop aims to bring together professionals, researchers, and practitioners to discuss efficient techniques, methods and tools to manage, exploit and interpret the increasing volumes of data in environments that may change continuously. The goal is to build models that are able to tackle and govern the high variability in stationary or non-stationary or complex hybrid systems. Such systems are relevant to various applications such as: medical diagnostics, robotics, business, industrial control, fault detection, quality control, surface inspection, system identification, transportation, communications, web applications, environmental monitoring, biomedical systems, decision support systems, and security. This workshop invites submissions featuring new advances in the area of machine learning and data mining.

Call for paper

Important date

2016-08-06
Draft paper submission deadline
2016-10-01
Final paper submission deadline

Submission Topics

Topics covered by this workshop include but are not limited to:

  • Supervised learning (Single- and multi-label classification)

  • Unsupervised learning

  • Semi-supervised learning

  • Active learning

  • Deep learning

  • Reinforcement learning

  • Regression and approximation 

  • Data mining and knowledge discovery

  • Ensemble methods (bagging, boosting, model fusion techniques, etc)

  • Feature selection and reduction 

  • Incremental and online learning 

  • Concept drift and shift in data streams

  • Adaptive data pre-processing

  • Real world applications such as:

  1. Big Data

  2. Cloud computing

  3. Modelling and system identification

  4. Time-Series prediction and forecasting 

  5. Quality control systems and condition monitoring

  6. Fault detection, isolation, identification and diagnosis

  7. Predictive maintenance and prognostics 

  8. Internet

  9. Decision support systems

  10. (Bio)Medical applications 

  11. Robotics, intelligent transport and advanced manufacturing

  12. Multi-media applications

  13. Social networksAuthors 

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Important Date

  • Conference Date

    Dec 18

    2016

    to

    Dec 20

    2016

  • Aug 06 2016

    Draft paper submission deadline

  • Oct 01 2016

    Final Paper Deadline

  • Dec 20 2016

    Registration deadline

Contact Information
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