GREEN DATA MINING 2018
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1st International workshop on Energy Efficient Data Mining and Knowledge Discovery

in conjunction with

ECML-PKDD 2018
The European Conference on Machine Learning and Practice of Knowledge Discovery
September 10-14, 2018 - Dublin, Ireland
Workshop date: September 10, 2018
http://www.ecmlpkdd2018.org/
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Scope
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This workshop aims to bring together people from many different fields
in machine learning and data mining that have a common interest in
energy efficiency, energy aware computing, hardware accelerators,
and embedded systems.

These fields include, but are not limited to: deep learning, big data,
Internet of Things (IoT), large-scale computing, stream mining,
and distributed machine learning.

The goal is to provide a venue for researchers to present their work,
exchange ideas, and discuss challenges related to energy-efficiency
in machine learning, data mining, and supporting hardware platforms,
and algorithms.

We accept original work, already completed, or in progress.
Position papers are also welcomed.

Topics
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Topics of interest include, but are not limited to:

Energy-efficient deep learning
Energy-efficient data mining
Energy-efficient machine learning
Energy-efficient hardware
Domain-specific architectures for data mining and/or machine learning
Hardware accelerators for deep learning
Energy-efficient deep learning
Green Machine Learning
Energy-efficient data centers
Energy-aware computing
Energy-efficient Big Data platforms
Internet of Things (IoT) and/or embedded systems for machine learning
Large-scale computing
Scalable algorithms
Energy-efficient stream mining
Distributed data stream mining
Distributed algorithms for machine learning and data mining
Key Dates

Workshop paper submission deadline: Monday, July 2, 2018
Workshop paper acceptance notification: Monday, July 23, 2018
Workshop paper camera-ready deadline: Monday, August 6, 2018
All deadlines expire on 23:59 AOE (Anywhere On Earth).

Workshop Chairs
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Eva García-Martín, Blekinge Institute of Technology
Albert Bifet, Telecom-ParisTech
Niklas Lavesson, Jönköping University

Steering Committee
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Veselka Boeva,  Blekinge Institute of Technology
Ricardo Baeza-Yates, NTENT
Håkan Grahn, Blekinge Institute of Technology
Emiliano Casalicchio, Sapienza University of Rome
Elena Tsiporkova, Sirris (Collective Center for the Belgian technological industry)