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DS 2020 : 23rd International Conference on Discovery Science
DS 2020 : 23rd International Conference on Discovery Science

DS 2020 : 23rd International Conference on Discovery Science

Thessaloniki, Greece
Event Date: October 19, 2020 - October 21, 2020
Abstract Submission Deadline: May 20, 2020
Submission Deadline: May 25, 2020
Notification of Acceptance: July 20, 2020
Camera Ready Version Due: August 10, 2020



About

The International Conference on Discovery Science (DS) has travelled along 4 continents (America, Asia, Australia, Europe) during the previous 22 years: Split (2019), Limassol (2018), Kyoto (2017), Bari (2016), Banf (2015), Bled (2014), Singapore (2013), Lyon (2012), Espoo (2011), Canberra (2010), Porto (2009), Budapest (2008), Sendai (2007), Barcelona (2006), Singapore (2005), Padova (2004), Sapporo (2003), Lübeck (2002), Washington DC (2001), Kyoto (2000), Tokyo (1999), Fukuoka (1998). The 23rd DS event will take place at Thessaloniki, the second largest city of Greece.


Call for Papers

We invite submissions of research papers addressing all aspects of discovery science. We encourage papers that focus on the analysis of different types of massive and complex data, including structured, spatio-temporal and network data, as well as heterogeneous, continuous or imprecise data. We also encourage papers in the fields of computational scientific discovery, mining scientific data, computational creativity and discovery informatics. We welcome papers addressing applications of artificial intelligence in different domains of science, including biomedicine and life sciences, materials science, astronomy, physics, chemistry, as well as social sciences.

Possible topics include, but are not limited to:

  • Artificial intelligence (machine learning, knowledge representation and reasoning, natural language processing, statistical methods, etc.) applied to science
  • Machine learning: supervised learning (including ranking, multi-target prediction and structured prediction), unsupervised learning, semi-supervised learning, active learning, reinforcement learning, online learning, transfer learning, etc.
  • Knowledge discovery and data mining 
  • Causal modelling
  • AutoML, meta-learning, planning to learn
  • Machine learning and high-performance computing, grid and cloud computing
  • Literature-based discovery
  • Ontologies for science, including  the representation and annotation of datasets and domain knowledge
  • Explainable AI, interpretability of machine learning and deep learning models
  • Process discovery and analysis
  • Computational creativity
  • Anomaly detection and outlier detection
  • Data streams, evolving data, change detection, concept drift, model maintenance
  • Network analysis
  • Time-series analysis
  • Learning from complex data
    • Graphs, networks, linked and relational data
    • Spatial, temporal and spatiotemporal data
    • Unstructured data, including textual and web data 
    • Multimedia data
  • Data and knowledge visualization
  • Human-machine interaction for knowledge discovery and management
  • Evaluation of models and predictions in discovery setting
  • Machine learning and cybersecurity 
  • Applications of the above techniques in scientific domains, such as
    • Physical sciences (e.g., materials sciences, particle physics)
    • Life sciences (e.g., systems biology/systems medicine)
    • Environmental sciences
    • Natural and social sciences



Best Deals



Summary

DS 2020 : 23rd International Conference on Discovery Science will take place in Thessaloniki, Greece. It’s a 3 days event starting on Oct 19, 2020 (Monday) and will be winded up on Oct 21, 2020 (Wednesday).

DS 2020 falls under the following areas: ARTIFICIAL INTELLIGENCE, MACHINE LEARNING, KNOWLEDGE DISCOVERY, DATA MINING, etc. Submissions for this Conference can be made by May 25, 2020. Authors can expect the result of submission by Jul 20, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Aug 10, 2020 to the official website of the Conference.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the DS 2020

  • Short Name: DS 2020
  • Full Name: 23rd International Conference on Discovery Science
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of DS 2020
  • Event Type: Conference
  • Website Link: https://ds2020.csd.auth.gr/
  • Location/Address: Thessaloniki, Greece


Credits and Sources

[1] DS 2020 : 23rd International Conference on Discovery Science


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