Vol-2579
urn:nbn:de:0074-2579-9

Copyright © 2019 for the individual papers by the papers' authors. Copyright © 2019 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

BigMine 2019
Big Data, IoT Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

Proceedings of the 8th International Workshop on Big Data, IoT Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
co-located with 25th ACMSIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019)

Anchorage, Alaska, August 4-8, 2019.

Edited by

Albert Bifet *
Michele Berlingerio
João Gama *
Jesse Read
Ana Rita Nogueira *

* Telecom ParisTech, Telecom ParisTech, 19 Place Marguerite Perey, 91120 Palaiseau, France
** Eaton, Eaton, 30 Pembroke Rd, Dublin 4, Ireland
*** University of Porto and INESC TEC, Faculty of Economics, R. Dr. Roberto Frias 464, Porto, Portugal and LIAAD, R. Dr. Roberto Frias, Porto, Portugal
**** École Polytechnique, École Polytechnique, Route de Saclay, 91120 Palaiseau, France
***** University of Porto and INESC TEC, Faculty of Science, Rua do Campo Alegre 1021, Porto, Portugal and LIAAD, R. Dr. Roberto Frias, Porto, Portugal

Table of Contents

Preface

Schedule

Keynote speaker

Mining Graphs and Networks: A 15-Year Journey
Jian Pei

Paper Session 1

Applying Vision Based Predictive Modelling for Rapid Characterization of Shape Memory Polymer
Ritaban Dutta, David Renshaw, Hong Yu, Daniel Liang

Paper Session 2

Detecting Bursts of Activity in Telecommunications
Bruno Veloso, Carlos Martins, Raphael Espanha, Raul Azevedo, João Gama
Online Transfer Learning for Concept Drifting Data Streams
Helen McKay, Nathan Griffiths, Phillip Taylor, Theo Damoulas, Zhou Xu
System Demonstration of MRAM Co-designed Processing-in-Memory CNN Accelerator for Mobile and IoT Applications
Baohua Sun, Daniel Liu, Leo Yu, Jay Li, Helen Liu, Wenhan Zhang, Terry Torng
On-device Chatbot System using SuperChat Method on Raspberry Pi and CNN Domain Specific Accelerator
Hao Sha, Baohua Sun, Nicholas Yi, Wenhan Zhang, Lin Yang
SuperCaptioning: Image Captioning Using Two-dimensional Word Embedding
Baohua Sun, Lin Yang, Michael Lin, Charles Young, Patrick Dong, Wenhan Zhang, Jason Dong

2020-03-05: submitted by João Gama and Ana Rita Nogueira, metadata incl. bibliographic data published under Creative Commons CC0
2020-03-21: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|