[Forum SIS] Tre numeri speciali su Big Data- Call for papers su JQT

[giovanna.capizzi a unipd.it]

Cari colleghi,
per vostra conoscenza inoltro la Call for Papers del Journal of Quality
Technology (JQT) per tre numeri speciali dedicati ai Big Data.

I campi di applicazione sono molto ampi (industria, salute, ambiente,
social network, ecc.) e offrono interessanti spunti per
lo sviluppo di metodologie innovative.

Di seguito sono descritti brevemente i contenuti di ciascun numero, mentre
al link <http://asq.org/pub/jqt/index.html> è possibile trovare maggiore
dettagli.

Grazie per l'attenzione
cordialmente
Giovanna Capizzi



****************************************************************
Call for papers: Journal of Quality Technology Special Issues
1. Special Issue on “Statistical Process Control for Big Data Streams”
This special issue will publish original high-quality papers that deal with
all aspects of the statistical process control for big data streams,
including but not limited to the following:
— On-line surveillance of high-dimensional and high-frequency big data
streams.
— Off-line change detection and abnormality identification in very large
data sets.
— Scalable SPC methods using machine-learning techniques.
— Statistical procedures and fusion algorithms for monitoring
heterogeneous, structured, or unstructured
Editorial Team
• Giovanna Capizzi (Co-Guest Editor), Padua University, email:
giovanna.capizzi a unipd.it.
• Changliang Zou (Co-Guest Editor), Nankai University, email:
nk.chlzou a gmail.com.
• Fugee Tsung (Editor-in-Chief), Hong Kong University of Science and
Technology, email:  <season a ust.hk>season a ust.hk.

2. Special Issue on “Reliability and Maintenance Modeling with Big Data”
This special issue aims to publish original high-quality papers focusing on
exciting and novel applications  of big data in reliability. The topics of
interest include, but are not limited to
— Warranty return predictions.
— Field failure predictions.
— Smart maintenance.
— Reliability monitoring.
— Inference for reliability models with big data.
Editorial Team
• Yili Hong (Co-Guest Editor), Virginia Tech, email: yilihong a vt.edu.
• Haitao Liao (Co-Guest Editor), University of Arkansas, email:
liao a uark.edu.
• Emmanuel Yashchin (Co-Guest Editor), IBM Thomas J. Watson Research
Center, email:  <yashchi a us.ibm.com>yashchi a us.ibm.com.
• Fugee Tsung (Editor-in-Chief), Hong Kong University of Science and
Technology, email:  <season a ust.hk>season a ust.hk.

3. Special Issue on “Quality Engineering in Advanced Manufacturing”
In an attempt to disseminate cutting-edge developments in quality
engineering resulting from the paradigm shift in manufacturing, the Journal
of Quality Technology seeks submissions for a special issue on “Quality
engineering/techniques for advanced manufacturing” on the following topics:
— Smart sensing scheme for efficient data collection.
— Noncontact data modeling, monitoring, and control.
— Pervasive monitoring and control.
— Data analytics for information capture, representation, extraction, and
utilization.
— High-fidelity real-time and predictive modelling and simulation of
advanced manufacturing processes (e.g., computer experiments design,
modeling,
calibration, and optimization).
— Robust mathematical models to simulate advanced manufacturing processes
and enable complex control algorithms.
— Design of experiments and statistical quality monitoring for low-volume
and large product varieties.
— Uncertainty quantification of manufacturing processes using computer
experiments.
— Designing efficient experiments to augment information from
high-resolution and low-resolution models.
— Complex shapes modeling, monitoring, inspection, and optimization.
— Data fusion for quality engineering.
Editorial Team
• Bianca Colosimo (Co-Guest Editor), Politecnico di Milano, Email:
biancamaria.colosimo a polimi.it.
• Tirthankar Dasgupta (Co-Guest Editor), Harvard University, email:
dasgupta a stat.harvard.edu.
• Qiang Huang (Co-Guest Editor), University of Southern California, email:
qiang.huang a usc.edu.
• Fugee Tsung (Editor-in-Chief), Hong Kong University of Science and
Technology, email:  <season a ust.hk>season a ust.hk

Important Dates
• August 31, 2016: Paper submission deadline
• July 31, 2017: Final decision on paper acceptance
• Late 2017 or early 2018: Publication of the special issue

Please check <http://asq.org/pub/jqt/index.html> for more detail. Founded
in 1969, JQT is the flagship journal of the American Society for Quality
(ASQ), and is consistently ranked as one of the most cited journals in the
areas of industrial engineering, management science, and statistics.

Sincerely,
Fugee Tsung
-------------------
Professor
Dept. of Industrial Eng & Logistics Mgt
HK Univ. of Science & Technology
Clear Water Bay, Kowloon, Hong Kong
Quality Lab: http://qlab.ielm.ust.hk