Workshop14-MLPRA

The 8th International Workshop on

Machine Learning, Pattern Recognition & Applications

(MLPRA 2019)

CALL FOR PAPERS & PARTICIPATION

As part of

The 17th International Conference on High Performance Computing & Simulation (HPCS 2019)

http://hpcs2019.cisedu.info/ or http://conf.cisedu.info/rp/hpcs19

July 15 – 19, 2019

Dublin, Ireland

Paper Submission Deadline: 20 April 2019 - Extended

Submissions could be for full papers, short papers, poster papers, or posters

SCOPE AND OBJECTIVES

The International Workshop on Machine Learning, Pattern Recognition and Applications aims to bring together researchers in the fields of Machine Learning/Deep Learning and Pattern Recognition. The workshop will address recent advances in theory, methodologies and various related applications. It is meant to promote the advancement, discussion and presentation of new research and development in the areas of machine learning, artificial intelligence, pattern recognition and applications. Of special interest are those using high performance computing approaches and systems.

The MLPRA Workshop topics of interest include (but are not limited to) the following:

  • Deep Learning

  • Statistical Learning

  • Knowledge Acquisition and Learning

  • Knowledge Discovery

  • Cooperative Learning

  • Support Vector Machines

  • Instance Based Learning

  • Grammatical Inference

  • Graph Theoretic Methods for Machine Learning

  • Computational Learning Theory

  • Neural Network Learning

  • Object, Character, Graphical & Text Recognition

  • Multi-classifiers

  • Neural Networks for Pattern Recognition

  • Deep Learning, Cognitive Computing, Intelligent Agent, Chatbot and HPC Environments

  • Cognitive Science Applications

  • Object Detection, Recognition & Categorization

  • Recognition, Analytics, and Visualization

  • Fuzzy Methods for Image and Pattern Recognition

  • Syntactical Methods

  • Statistical Methods

  • Structural Methods

  • Logical and Combinatorial Methods

  • Classification

  • Feature Selection and Extraction

  • Clustering, Descriptors, Segmentation, and Filtering

  • Matching & Verification

  • Computer Vision and Applications

  • Image Processing, Understanding, Description and Recognition

  • Imaging Technologies & Acquisition

  • Swarm Intelligence and Machine Learning

  • Evolutionary Multi-objective Optimization

  • Threats to Machine Learning Applications

  • Intelligent Systems & Machine Learning Applications

  • Machine Learning & Pattern Recognition Applications

INSTRUCTIONS FOR PAPER SUBMISSIONS

You are invited to submit original and unpublished research works on above and other topics related to machine learning, pattern recognition, intelligence and applications. Submitted papers must not have been published or simultaneously submitted elsewhere until it appears in HPCS proceedings, in the case of acceptance, or notified otherwise. Submission can be for

- Regular papers, please submit a PDF copy of your full manuscript, not to exceed 8 double-column formatted pages per template, and include up to 6 keywords and an abstract of no more than 400 words. Additional pages will be charged additional fee. Submission should include a cover page with authors' names, affiliation addresses, fax numbers, phone numbers, and all authors email addresses. Please, indicate clearly the corresponding author(s) although all authors are equally responsible for the manuscript.

- Short papers (up to 4 pages), please submit a PDF copy of your full manuscript, not to exceed 4 double-column formatted pages per template, and include up to 6 keywords and an abstract of no more than 400 words. Additional pages will be charged additional fee. Submission should include a cover page with authors' names, affiliation addresses, fax numbers, phone numbers, and all authors email addresses. Please, indicate clearly the corresponding author(s) although all authors are equally responsible for the manuscript.

- Poster papers and Posters (please refer to http://hpcs2019.cisedu.info/1-call-for-papers-and-participation/call-for-posters for posters submission details) will also be considered.

Please specify the type of submission you have. Please include page numbers on all preliminary submissions to make it easier for reviewers to provide helpful comments.

Submit a PDF copy of your full manuscript to the workshop paper submission site at https://easychair.org/conferences/?conf=mlpra2019 . Acknowledgement will be sent within 48 hours of submission.

Conference Policies

Only PDF files will be accepted, uploaded to the submission link above. Each paper will receive a minimum of three reviews. Papers will be selected based on their originality, relevance, significance, technical clarity and soundness, presentation and flow, language, and references. Submission implies the willingness of at least one of the authors to register and present the paper, if accepted. At least one of the authors of each accepted paper will have to register and attend the HPCS 2019 conference to present the paper at the workshop as scheduled. By submitting the paper to the HPCS conference, all authors agree to abide by all HPCS conference paper submission, publication and presentation policies as well as following ethical and professional codes of conduct, including those of the professional co-sponsoring organizations. For more information, please refer to the Authors Info and Registration Info pages.

Proceedings

Accepted papers will be published in the Conference proceedings. Instructions for final manuscript format and requirements will be posted on the HPCS 2019 Conference web site. It is our intent to have the proceedings formally published in hard and soft copies and be available at the time of the conference. The proceedings is projected to be included in the IEEE or ACM Digital Library and indexed in all major indexing services accordingly.

SPECIAL ISSUE

Plans are underway to have the best papers, in extended version, selected for possible publication in a reputable journal as special issue. Detailed information will soon be announced and will be made available on the conference website.

If you have any questions about paper submission or the workshop, please contact the workshop organizers.

IMPORTANT DATES

Paper Submissions: ------------------------------------------- 20 April 2019 - Extended

Acceptance Notification: -------------------------------------- 30 April 2019

Camera Ready Papers and Registration Due by: ----------- 10 May 2019

Conference Dates: -------------------------------------------- 15–19 July 2019

WORKSHOP ORGANIZERS

Dr. Soumyabrata DEV

ADAPT Centre, Trinity College Dublin, Dublin, Ireland

Phone: +353 1896 1797

Fax: +353

Email: soumyabrata.dev@adaptcentre.ie

Dr. Jing Su

Department of Computer Science

Trinity College Dublin, Dublin, Ireland

Phone: +353

Fax: +353

Email: jing.su@tcd.ie

Dr. Hossein Javidnia

ADAPT Centre, Trinity College Dublin, Dublin, Ireland

Phone: +353

Fax: +353

Email: hossein.javidnia@adaptcentre.ie

International Program Committee*:

All submitted papers will be rigorously reviewed by the workshop technical program committee members following similar criteria used in HPCS 2019 and will be published as part of the HPCS 2019 Proceedings.

  • Andrew Anderson, Trinity College Dublin, Ireland

  • Ludovico Boratto, Eurecat, Barcelona, Spain

  • Tin Kam Ho, IBM T.J. Watson, New York, USA

  • Stefanos Kollias, Technical University of Athens, Greece

  • Vladimir Krylov, Trinity College Dublin, Dublin, Ireland

  • Vadim Mottl, Computing Center of the Russian Academy of Sciences, Russia

  • Matthew Nicholson, Trinity College Dublin, Ireland

  • Julián Ramos-Cózar, University of Málaga, Spain

(* Committee formation is pending and will be finalized shortly.)

For information or questions about Conference's paper submission, tutorials, posters, workshops, special sessions, exhibits, demos, panels and forums organization, doctoral colloquium, and any other information about the conference location, registration, paper formatting, etc., please consult the Conference’s web site at URL: http://hpcs2019.cisedu.info/ or http://conf.cisedu.info/rp/hpcs19, or contact one of the Conference's organizers.