posted by organizer: rcamacho || 4040 views || tracked by 2 users: [display]

IntDMBC 2019 : Intelligible Data Mining models for Bioinformatics and Chemoinformatics

FacebookTwitterLinkedInGoogle

Link: https://intdmbc2019.fe.up.pt
 
When Nov 8, 2019 - Nov 8, 2019
Where Beijing, China
Submission Deadline Aug 17, 2019
Notification Due Sep 4, 2019
Final Version Due Sep 8, 2019
Categories    data mining   knowledge extraction   bioinformatics   chemoinformatics
 

Call For Papers

Workshop on Intelligible Data Mining models for Bioinformatics and Chemoinformatics
(IntDMBC 2019)
(https://intdmbc2019.fe.up.pt)

as part of IEEE ICDM 2019
(http://icdm2019.bigke.org/)
To be held in Beijing, China, 8th November 2019

Aims and Scope

Science is about understanding! Although Data Mining (DM) has been extremely useful
in a large number of domains where data analysis is necessary, most of the concerns
of the DM users has been the development of highly accurate models according to some
pre-specified metrics. Those concerns are completely justified and enough for a wide
range application like predicting stock exchange market, for example. However, in Scientific applications like the Live Sciences or Chemistry a good performance according
to the evaluation metric is most often not enough and an explanation for the phenomena
that produced the data is requited. DM algorithms tat produce Symbolic models, or
approaches that extract useful knowledge from black-box models are very useful tools to
propose explanations that could help experts to understand better the domain.
This workshop addresses such concerns. The workshop will be concerned with the exchange of experience among researchers and provide updated knowledge concerning the extraction of useful domain knowledge either by directly using symbolic DM algorithms or post-processing non-symbolic ones.

Topics of interest

The topics of interest include (but not restricted to) the following ones:
* Novel symbolic Machine Learning algorithms
* Novel post-processing approaches to extract knowledgeable information from black-box systems
* Applications of symbolic data mining systems in Bioinformatics
* Applications of symbolic data mining systems in Chemoinformatics
* Data Mining support tools to obtain intelligible knowledge from data

Important Dates:

Paper submission deadline August 17th, 2019 (EXTENDED)
Paper acceptance notification September, 4th, 2019
Paper camera-ready deadline September, 48h, 2019



Program Chairs:

Rui Camacho (LIAAD, INESC TEC & DEI & FEUP Universidade do Porto, Portugal)
Vítor Santos Costa (CRACS, INESCTEC & FCUP, University of Porto, Portugal)
Inês Dutra (CINTESIS, INESCTEC & FCUP, University of Porto, Portugal)
Nuno Fonseca Nuno Fonseca (CiBIO Universidade do Porto, Portugal)

Related Resources

CISDM 2020   2020 2nd Euro-Asia Conference on Information System and Data Mining (CISDM 2020)
WSDM 2021   14th ACM Conference on Web Search and Data Mining
ICDE 2021   International Conference on Data Engineering
AVC 2020   Advances in Vision Computing: An International Journal
CCBD--Ei & Scopus 2021   2021 The 8th International Conference on Cloud Computing and Big Data (CCBD 2021)--Ei Compendex & Scopus
IEEE-CVIV 2020-Ei/Scopus 2020   2020 2nd International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2020)
EAIADS 2020   Empowering Artificial Intelligence in Data Science
IEEE-CTISC 2020-Ei/Scopus 2020   2020 2nd International Conference on Advances in Computer Technology, Information Science and Communications (CTISC 2020)
WSIM--Ei Compendex, Scopus 2021   2021 International Workshop on Information Management (WSIM 2021)--Ei Compendex, Scopus
AEIS--Ei, Scopus 2021   2021 International Conference on Advanced Enterprise Information System (AEIS 2021--Ei Compendex, Scopus