CEUR-WS.org/Vol-1958 - IoT Large Scale Learning from Data Streams 2017

IOTSTREAMING 2017
IoT Large Scale Learning from Data Streams

Proceedings of the Workshop on IoT Large Scale Learning from Data Streams
co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ( ECML-PKDD 2017 )

Skopje, Macedonia, September 18-22, 2017 .

Edited by

Preface
Moamar Sayed-Mouchaweh , Albert Bifet , Hamid Bouchachia , João Gama , Rita Paula Ribeiro

A Sliding Window Filter for Time Series Streams
Gordon Lesti , Stephan Spiegel
Evolutive Deep Models for Online Learning on Datastreams with no Storage
Andrey Besedin , Pierre Blanchart , Michel Crucianu , Marin Ferecatu
Summary Extraction on Data Streams in Embedded Systems
Sebastian Buschjäger , Katharina Morik , Maik Schmidt
Hybrid Self Adaptive Learning Scheme for Simple and Multiple Drift-like Fault Diagnosis in Wind Turbine Pitch Sensors
Houari Toubakh , Moamar Sayed-Mouchaweh
Self-Adaptive Ensemble Classifier for Handling Complex Concept Drift
Imen Khamassi , Moamar Sayed-Mouchaweh
Comparison Between Co-training and Self-training for Single-target Regression in Data Streams using AMRules
Ricardo Sousa , João Gama

2017-10-17: submitted by João Gama and Ricardo Sousa, metadata incl. bibliographic data published under Creative Commons CC0
2017-10-18 : published on CEUR-WS.org | valid HTML5 |

IOTSTREAMING 2017
IoT Large Scale Learning from Data Streams

Proceedings of the Workshop on IoT Large Scale Learning from Data Streams
co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ( ECML-PKDD 2017 )

Skopje, Macedonia, September 18-22, 2017 .

Moamar Sayed-Mouchaweh *
Albert Bifet
Hamid Bouchachia *
João Gama
Rita Paula Ribeiro *

Table of Contents

IOTSTREAMING 2017 IoT Large Scale Learning from Data Streams

Proceedings of the Workshop on IoT Large Scale Learning from Data Streams co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ( ECML-PKDD 2017 )

Skopje, Macedonia, September 18-22, 2017 .

Moamar Sayed-Mouchaweh * Albert Bifet ** Hamid Bouchachia *** João Gama **** Rita Paula Ribeiro *****

Table of Contents

IOTSTREAMING 2017
IoT Large Scale Learning from Data Streams

Proceedings of the Workshop on IoT Large Scale Learning from Data Streams
co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ( ECML-PKDD 2017 )

Moamar Sayed-Mouchaweh *
Albert Bifet
Hamid Bouchachia *
João Gama
Rita Paula Ribeiro *