posted by user: rllopes || 2864 views || tracked by 2 users: [display]

DMKD-SI 2018 : DMKD - Special Issue on Data Mining for Geosciences

FacebookTwitterLinkedInGoogle

Link: http://dm4og.inesctec.pt/dmkd-special-issue
 
When N/A
Where N/A
Submission Deadline TBD
Categories    data mining   data science   GEOSCIENCES   oil and gas
 

Call For Papers

-------------------------------------------------------------------------------
Data Mining and Knowledge Discovery
Springer (www.springer.com/10618)

Special Issue on "Data Mining for Geosciences"
-------------------------------------------------------------------------------


Modern geosciences have to deal with large quantities and a wide variety of data, including 2-D, 3-D and 4-D seismic surveys, well logs generated by sensors, detailed lithological records, satellite images and meteorological records. These data serve important industries, such as the exploration of mineral deposits and the production of energy (Oil and Gas, Geothermal, Wind, Hydroelectric), are important in the study of the earth crust to reduce the impact of earthquakes, in land use planning, and have a fundamental role in sustainability. In particular, the process of exploring and exploiting Oil and Gas (O&G) generates a lot of data that can bring more efficiency to the industry. The opportunities for using data mining techniques in the "digital oil-field" remain largely unexplored or uncharted. The purpose of this special issue is to be a breaking-edge showcase for applications and developments of data mining and knowledge discovery in the area of the geosciences with a special focus in the oil and gas exploration. Researchers are invited to submit original papers presenting novel data mining methodologies or applications to the geosciences, including but not limited to the following topics:

* Oil and gas exploration and production
* Mineral deposit/reservoir identification and characterization
* Exploration of well-log data
* Earth crust analysis and understanding
* Sensor data exploration
* Remote sensing
* Novel data mining problems in the geosciences
* Visualization of big data in the geosciences
* Geoscience data fusion for enhancing data mining solutions
* Data streams analysis in geoscience
* Feature extraction and data transformation from geoscientific data


IMPORTANT DATES:

* Deadline: 1st November 2017
* *Extended Deadline*: 8th November 2017
* Notifications: 5th January 2018
* Revised versions deadline: 30th January 2018
* Feedback from editorial team: 15th March 2018
* Final versions: 17th April 2018
* Volume ready: June 2018


PAPER SUBMISSION:

* Authors are encouraged to submit high-quality, original work that has neither appeared in, nor is under consideration by, other journals.
* All papers will be reviewed following standard reviewing procedures for the Journal.
* Papers must be prepared in accordance with the Journal guidelines.
* Submit manuscripts to: http://DAMI.edmgr.com. Choose “Data Mining for Geosciences” as the article type.


FURTHER INFORMATION:

The original call from Springer can be downloaded in PDF format at https://goo.gl/f8jDHw.

For further information please refer to the special issue homepage at http://dm4og.inesctec.pt/dmkd-special-issue. If you have any questions don't hesitate to contact the guest editors through Alípio Jorge (amjorge@fc.up.pt), with cc to Rui Lopes (rui.l.lopes@inesctec.pt)


Related Resources

ICDM 2020   20th IEEE International Conference on Data Mining
CISDM 2020   2020 2nd European Conference on Information System and Data Mining (CISDM 2020)
ECML PKDD 2020   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
EI-CISDM 2020   2020 2nd European Conference on Information System and Data Mining (CISDM 2020)
IDEAL 2020   IDEAL 2020 : Intelligent Data Engineering and Automated Learning
Data Science 2020   3nd Annual International Great Lakes Data Science Symposium
Journal Special Issue 2019   Machine Learning on Scientific Data and Information
ADC 2020   The 31st Australasian Database Conference
COMPLEX NETWORKS 2020   COMPLEX NETWORKS 2020 : The Ninth International Conference on Complex Networks and their Applications
ICDM 2020   Call for Short&Industry Papers / 20th Industrial Conference on Data Mining ICDM 2020