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===========   Apology for Cross-Posting  ===============

 

 

*****  Call for Papers  ******

 

2014 International Conference on Data Science and Advanced Analytics

(DSAA?014)

30 October ?2 November, 2014, Shanghai, China

Website: http://www.cs.sjtu.edu.cn/dsaa2014

 

Important Dates

================

 

Paper Submission deadline: 5 June, 2014

Notification of acceptance: 10 August, 2014

Final Camera-ready papers due: 30 August, 2014

   

Submissions

============

 

https://www.easychair.org/conferences/?conf=dsaa14

               

Publications

=============

 

All accepted papers will be published by Springer through LNAI series. Selected top quality papers accepted and presented in the conference for extension and publication in the special issue of some international journals. The accepted workshop papers will be published through Springer CCIS series.

 

Introduction

=============

 

Data driven scientific discovery approach has already been agreed to be an important emerging paradigm for computing in areas including social, service, Internet of Things (or sensor networks), and cloud. Under this paradigm, Big Data is the core that drives new researches in many areas, from environmental to social. There are many new scientific challenges when facing this big data phenomenon, ranging from capture, creation, storage, search, sharing, analysis, and visualization. The complication here is not just the storage, I/O, query, and performance, but also the integration across heterogeneous, interdependent complex data resources for real-time decision-making, collaboration, and ultimately value co-creation. Data sciences encompass the larger areas of data analytics, machine learning and managing big data. Data analytics has become essential to glean some understanding from large data sets and convert data into actionable intelligence. With the rapid growth in the volumes of data available to enterprises, Government and on the web, automated techniques for analyzing the data have become essential.

The 2014 International Conference on Data Science and Advanced Analytics (DSAA?014) aims to provide a timely forum that brings together researchers, industry practitioners, as well as potential users of big data and advanced analytics, to promote collaborations and exchange of ideas and practices, discuss new opportunities, and investigate the best actionable analytics framework for wide range of applications. The conference solicits experimental and theoretical works on data science and advanced analytics along with their application to real life situations.

 

Topics of Interest

==================

 

General areas of interest to DSAA?2014 include but not Limited to:

Foundations

* New mathematical, probabilistic and statistical models and theories

* New learning theories, models and systems

* Deep analytics and learning

* Distributed and parallel computing (cloud, map-reduce, etc.)

* Non-iidness (heterogeneity & coupling) learning

* Invisible structure, relation and distribution learning

* Intent and insight learning

* Scalable analysis and learning

* Mining multi-source and mixed-source information

* Architecture, management and process

* Data pre-processing, sampling and reduction

* Feature selection and feature transformation

* High performance/parallel/distributed computing

* Analytics architectures and infrastructure

* Heterogeneous data/information integration

* Crowdsourcing

* Human-machine interaction and interfaces

 

Retrieval, query and search

* Web/social web/distributed search

* Indexing and query processing

* Information and knowledge retrieval

* Personalized search and recommendation

* Query languages and user interfaces

 

Analytics, discovery and learning

* Mixed-type data

* Mixed-structure data

* Big data modeling and analytics

* Multimedia/stream/text/visual analytics

* Coupling, link and graph mining

* Personalization analytics and learning

* Web/online/network mining and learning

* Structure/group/community/network mining

* Big data visualization analytics

* Large scale optimization

 

Privacy and security

* Security, trust and risk in big data

* Data integrity, matching and sharing

* Privacy and protection standards and policies

* Privacy preserving big data access/analytics

* Social impact

 

Evaluation, applications and tools

* Data economy

* Domain-specific applications

* Quality assessment and interestingness metrics

* Complexity, efficiency and scalability

* Anomaly/fraud/exception/change/event/crisis analysis

* Large-scale recommender and search systems

* Big data representation and visualization

* Post-processing and post-mining

* Large Scale Application Case Studies

* Online/business/government data analysis

* Mobile analytics for handheld devices

* Living analytics

 

Submission Guidelines

======================

 

A submission of up to 16 pages in the Springer’s LNCS format is encouraged. Please follow the Springer's guidelines and technical instructions for the preparation of contributions. (http://www.springer.com/computer/lncs/lncs+authors?SGWID=0-40209-0-0-0)

 

Advisory Committee

===================

 

Advisory Committee

===================

 

* Usama Fayyad                               ChoozOn Corporation, USA

* Masaru Kitsuregawa   University of Tokyo, Japan

* Rao Kotagiri                    University of Melbourne, Australia

* Bengchin Ooi                  National University of Singapore

* Xin Yao                              University of Birmingham, UK

* Philip S Yu                        University of Illinois at Chicago, USA

 

Steering Committee

===================

 

* Longbing Cao                                 University of Technology, Sydney, Australia

* Ee-Ping Lim                     Singapore Management University, Singapore

* Huan Liu                           Arizona State University, USA

* Herve Martin                 Laboratoire d'Informatique de Grenoble, France

* Hiroshi Motoda             Osaka University and AFOSR/AOARD, Japan

* Wolfgan Nejdl                               Leibniz Universitat Hannover, Germany

* Jian Pei                             Simon Fraser University, Canada

* V.S. Subrahmanian      University of Maryland, USA

* Vincent Tseng                                National Cheng kung University, Taiwan

* Geoff Webb                   Monash University, Australia

* Osmar Zaiane                 University of Alberta, Canada

 

Organizing Committee

=====================

 

General Chairs

* Philip S Yu                                        University of Illinois at Chicago, USA

* Masaru Kitsuregawa   University of Tokyo

 

Conference Chairs          

* Hiroshi Motoda                             Osaka University and AFOSR/AOARD, Japan

* Bart Goethals                 University of Antwerp, Belgium

* Minyi Guo                                       Shanghai Jiaotong University, China

 

Program Committee Chairs

* Longbing Cao                 University of Technology, Sydney, Australia

* George Karypis                             University of Minnesota, USA

* Irwin King                                        Chinese University of Hong Kong

* Wei Wang                                        Fudan University, China

 

Local Arrangement Chairs           

* Hongming Cai                                 Shanghai Jiaotong University, China

* Wei Liu                                                              University of Technology, Sydney

 

Workshop Chairs

* Gang Li                                                              Deakin University, Australia

* Eric Gaussier                                   Universit?Joseph Fourier, France

 

Tutorial Chairs

* Junbin Gao                                      Charles Stuart University, Australia

* Sourav S Bhowmick                     Nanyang Technological University, Singapore

 

Panel Chairs

* Gabriella Pasi                                 Universit?di Milano Bicocca, Italy

* Em-Ping Lim                                    Singapore Management University, Singapore

 

Sponsorship Chairs                         

* Guangtao Xue                                               Shanghai Jiaotong University, China

 

Publicity Chairs

* Xiaohui Tao                                     University of Southern Queensland, Australia

* Xin Wang                                         University of Calgary, Canada

* Xiaodong Yue                                 Shanghai University

 

Registration/Finance Chairs

* Qi Gu                                                 Shanghai Jiaotong University, China

 

Publication Chair

* Frank Jiang                                      University of Technology, Sydney, Australia

 

Technical Sponsors

===================

 

* IEEE    

* Springer

 

Sponsors

===========

 

* University of Technology Sydney

* Shanghai Jiaotong University

* Stanford University

 

UTS CRICOS Provider Code: 00099F
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