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MDDM 2016

1st International Workshop on Maritime Domain Data Mining

IEEE International Workshop on Maritime Domain Data Mining (MDDM 2016) held in conjunction with The IEEE International Conference on Data Mining series (ICDM 2016)

December 12th, 2016, Barcelona, Spain

Download the Call for Papers [PDF]

Scope

The maritime domain is nowadays essential to the world’s economy because the sea represents the most effective way to move goods worldwide. In addition, thousands of vessels cross global waters every month involving the transportation of human beings. As some vessels may be engaged in illegal, illicit or dangerous activities, maritime transport and port safety and security have become a major concern.

The growing number of remote sensors and ship reporting technologies (e.g. Automatic Identification System – AIS, Long Range Identification and Tracking (LRIT), radar tracks, Earth Observation) are generating an overwhelming amount of spatiotemporal and geographically distributed data related to vessels and their movements. Research on reliable data mining techniques has proven essential to the discovery of knowledge from such increasingly available information on ship traffic at sea. This includes the characterisation of vessel behaviours, the understanding and mapping of activities at sea, the analysis of their trends over time. Data driven knowledge discovery has very recently demonstrated its value in fields that go beyond the original maritime safety and security remits of such data. They include, but are not limited to, fisheries management, maritime spatial planning, gridding ship emissions, mapping activities at sea, risk assessment of offshore platforms, trade indicators. The extraction of useful information from maritime Big Data is thus a key element in providing operational authorities, policy-makers and scientists with supporting tools to understand what is happening at sea and improve maritime knowledge.

The first MDDM Workshop aims at gathering scientists, researchers and practitioners to establish a venue where exchange ideas, discuss solutions, promote collaborations to exploit such unprecedented opportunities for data mining and machine learning cross-disciplinary research.

The workshop is co-located with the IEEE International Conference on Data Mining (ICDM 2016) and will be held on December 12th, 2016, in Barcelona, Spain.

Topics

We encourage submissions of papers using data mining techniques to address challenging issues related to the maritime domain. In particular, contributions are sought on a variety of topics, including but not limited to:

  • Theoretical foundations of spatial and spatiotemporal data mining;
  • Maritime Domain driven data mining algorithms
  • Knowledge discovery, route extraction, maritime flows and networks;
  • Data mining-based Anomaly detection;
  • Spatiotemporal Big Data Mining and Retrieval;
  • Spatiotemporal data mining techniques for Maritime Big data;
  • Emerging Data Mining applications for safety and security;
  • Machine Learning.

Submission

Paper submissions should be limited to a maximum of 8 pages in the standard IEEE-2 column format (http://www.ieee.org/conferences_events/conferences/publishing/templates.html), including the bibliography and any possible appendices. All papers must be formatted according to the IEEE Computer Society proceedings manuscript style, following IEEE ICDM 2016 submission guidelines available at http://icdm2016.eurecat.org/.

Please submit your manuscript in PDF format through the MDDM 2016 submission system before the end of the deadline. We do not accept email submissions.

Publication

Accepted papers will be included in the IEEE ICDM 2016 Workshops Proceedings volume published by IEEE Computer Society Press, and will also be included in the IEEE Xplore Digital Library. The workshop proceedings will be in a CD separated from the CD of the main conference. The CD is produced by IEEE Conference Publishing Services (CPS). Therefore, papers submitted to MDDM 2016 workshop must not have been accepted for publication elsewhere or be under review for another workshop, conference or journal.

Registration

At least one author of each accepted paper must complete a regular paid registration and present the paper at the workshop, in order for the paper to be included in the proceedings and workshop program.

Important Dates

  • August 12, 2016: Due date for full workshop papers
  • September 13, 2016: Notification of workshop papers acceptance to authors
  • September 20, 2016: Camera-ready deadline for accepted papers
  • December 12, 2016: Workshop date

Organizers

Workshop Chairs

Dr. Michele Vespe

European Commission, Joint Research Center (JRC)

michele.vespe@jrc.ec.europa.eu

Dr. Fabio Mazzarella

European Commission, Joint Research Center (JRC)

fabio.mazzarella@jrc.ec.europa.eu

Program Committee

Dr. Luca Cazzanti, Centre for Maritime Research and Experimentation (CMRE) NATO, Italy

Prof. Tao Cheng, University College London, UK

Dr. Maurizio Gibin, European Commission - Joint Research Centre (JRC), Italy

Dr. Giuliana Pallotta, Lawrence Livermore National Laboratory, USA

Prof. Jim Scrofani, Naval Postgraduate School, USA

Dr. Dimitrios Zissis, University of the Aegean, Greece