SLDS 2015 - THE THIRD INTERNATIONAL SYMPOSIUM ON LEARNING AND DATA SCIENCES (SLDS 2015)

THE THIRD INTERNATIONAL SYMPOSIUM ON LEARNING AND DATA SCIENCES (SLDS 2015)
April 20-22, 2015
Royal Holloway, University of London, UK
http://www.clrc.rhul.ac.uk/slds2015/
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AIMS
Great progress has been made in the past 20 years in Machine Learning and
Statistical Learning, Data Analysis and Data Mining. From the statistical
analysis of data to data mining, from machine learning to knowledge
discovery, the development of data exploration and modelling has overcome
numerous challenges and has benefited greatly from varied, often
overlapping, paradigms.
By uniting specialists with different expertise and from different
disciplines, the objectives of this conference are to compare approaches
to data, to deepen understanding of different methodologies, and to focus
on the Grand Challenges that must be addressed in the coming years.
The 3rd Symposium builds on the core contributions to Data Science made
by SLDS 2009 and SLDS 2012. The 3rd Symposium focuses on contemporary
and theoretical problems as well as on efficient practical
solutions for applied domains which involve Data Analysis, Data Mining,
Machine Learning and Statistical Learning contributions.
This Symposium is important for researchers and all who want to keep
abreast of developments in data handling and of the consequent
results that can be imagined in various applied domains.
SCOPE:
The focus of the Symposium includes, but is not limited to, the following
themes:
- Machine Learning Algorithms with Performance Guarantees
- Conformal Predictors
- Prediction with Expert Advice
- Bayesian Belief Networks
- Statistical Learning
- Machine Learning for Big Data
- Data Science
- Complex/Symbolic Data Analysis
- Visualisation and Verbalisation of Data
- Deep Learning and Semi-Supervised Learning
- Data Mining and Cluster Analysis
- Knowledge Discovery by Modelling
Applications and Challenges:
- Mining and Learning for Neuroscience
- Mining and Learning for Omics
- Text Mining and Social Networks
- Textual Analysis and Analysis of Semantics
- Aspects of Knowledge Structures
- Computational Finance
- Geometric Data Analysis
- Open Linked Data
- Smart Cities
- Forensics and Security
- Ethics of Big Data
IMPORTANT DATES:
- Paper Submission Deadline: November 7th, 2014
- Author Notifications: December 19th, 2015
- Camera-ready Submission Deadline: January 16, 2015
- Early Registration Deadline: January 16th, 2015
- Conference Dates: April 20-22, 2015
KEYNOTE SPEAKER:
Prof. Vladimir Vapnik
NEC, USA and Royal Holloway, University of London, UK
SUBMISSIONS:
Prospective authors are invited to submit their papers by uploading them
for the evaluation web site at: https://www.easychair.org/conferences/?conf=slds20...
Submissions must be uploaded by November 7, 2014 and must be in PDF format
no longer than 10 pages including all figures, tables, and references
single space, font size of 12. A particular typesetting format to prepare
the papers can be found at: LNAI Springer style
(http://www.springer.com/series/1244). Papers must not have been
previously published or currently submitted for publication elsewhere. The
first page of the paper should include: title of the paper, name,
affiliation, postal address, and email address for each author. The first
page should also identify the name of the Contact Author and a maximum of
5 topical keywords and an abstract with no more than 150 words.
Submitted papers will be refereed by at least two reviewers in the field
for originality, significance, clarity, and technical soundness.
Notification and reviews will be communicated via email.
PUBLICATION:
All accepted papers will be presented at the conference and published by
Springer in a volume of Lecture Notes in Artificial Intelligence (LNAI)
series.
Honorary Chairs:
- Vladimir Vapnik, NEC, USA and Royal Holloway, University of London, UK
- Alexey Chervonenkis, Russian Academy of Sciences, Russia and Royal
Holloway, University of London, UK
General Chairs:
- Alex Gammerman (UK)
- Volodya Vovk (UK)
Organising Committee:
- Zhiyuan Luo (co-chair) - UK
- Mireille Summa (co-chair) - France
- Yuri Kalnishkan (co-chair) - UK
- Myriam Touati - France
- Janet Hales - UK
Programme Committee:
- Xiaohui Liu (co-chair) - UK
- Fionn Murtagh (co-chair) - UK
- Harris Papadopoulos (co-chair) - Cyprus
SPONSORS:
- Royal Statistical Society
- British Computer Society
- British Classification Society
- Classification Society
- Royal Holloway, University of London