1st International Workshop on Energy Efficient Data Mining and Knowledge Discovery

Green Data Mining 2018


Artificial Intelligence



GREEN DATA MINING 2018
==============================
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/
==============================
Scope
--------
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
--------
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
----------------
Eva García-Martín, Blekinge Institute of Technology
Albert Bifet, Telecom-ParisTech
Niklas Lavesson, Jönköping University
Steering Committee
----------------
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)