posted by user: Aholzinger || 6747 views || tracked by 18 users: [display]

Special Issue BMC Bioinformatics 2014 : Interactive Knowledge Discovery in Bioinformatics

FacebookTwitterLinkedInGoogle

Link: http://www.hci4all.at/bmc-bioinformatics-si/
 
When N/A
Where N/A
Submission Deadline Nov 15, 2013
Categories    bioinformatics   biomedical data   knowledge discovery   medical informatics
 

Call For Papers

This special issue in BMC Bioinformatics () Open Access) is aimed at reporting on recent research advances on theories and methods including Human-Computer Interaction & Knowledge Discovery from Data (HCI-KDD), with focus on big and complex data in Bioinformatics. This cross-domain integration and appraisal of different fields shall foster different perspectives and opinions; it will offer a platform for novel ideas and a
fresh look on the methodologies to put such ideas into practice. Some of the questions that we hope to find a solution for includes: (How) can we build systems to facilitate interpretation, insight, sensemaking and understanding of complex data sets from the bioinformatics domain?

We encourage authors to submit original research following the guidelines and requirements of BMC Bioinformatics.
Some hot topics include but are not limited to …

* …Graph-based Knowledge Discovery (e.g. Knowledge Discovery with graph
entropy, biological networks, etc.)
* … Biomarker Discovery
* … Structural Graph Analysis (e.g. in Biology, Systems Biology, Biomedicine, etc.)
* … Methods for Structural Network Analysis (e.g. graph measures and properties
thereof, information-theoretic techniques such as entropy, etc.)
* … Knowledge Discovery from complex networks (e.g. large biomedical data,
protein-protein networks, epigenetics data etc.)
* … Interactive Content Analytics from “unstructured” text data (e.g. computational
topology in text mining, text analytics, NLP, linguistics for bioinformatics, etc.)
* … Big Data Analytics methodologies, methods, approaches and tools (e.g. Hadoop,
R, RStudio, Rapid Miner, KNIME, ELKI, etc. )
* … Multimedia Data Mining & Knowledge Discovery from multimedia data (e.g
from the bioinformatics domain etc.)
* … Swarm Intelligence (collective intelligence) and collaborative
Knowledge Discovery/Data Mining/Decision Making
* … Intelligent, interactive, semi-automatic, multivariate Information Visualization
and Visual Analytics (e.g. in the life sciences etc.)
* … Interactive multimedia Data Exploration and Sensemaking
* … Time-Oriented Data and Information (e.g. longitudinal data, complex noisy time
series, entropy methods, …)
* … Novel Search User Interaction Techniques (supporting human intelligence with
computational intelligence)
* … Future Knowledge Discovery Techniques (Note: science fiction of today is
science fact of tomorrow)
* … Modeling of Human Discovery and exploration Behavior and Understanding
Human Information Needs
* … Innovative Knowledge Discovery methods and methodologies (e.g. Support Vector
Machines, Boltzmann machines, Evolutionary computing, etc. …)
* … Topological Data Analyis (e.g. in complex biological data sets)
* … Special interactive solutions in the biomedical domain (e.g. bioinformatics,
genome analysis, genetics, epigentics, evolution, …)
* … Practical HCI-KDD solutions in the hospital (e.g. content analytics in business
enterprise hospital data, …)

Related Resources

ECML PKDD 2020   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
ICAPAI 2020   International Conference on APplied Artificial Intelligence (ICAPAI 2020)
Journal Special Issue 2019   Machine Learning on Scientific Data and Information
AIFU 2020   6th International Conference on Artificial Intelligence and Applications
SC-PCEB 2020   Special Collection: PARALLEL COMPUTING IN EVOLUTIONARY BIOINFORMATICS
IJCSA 2020   International Journal on Computational Science & Applications
CCCIOT 2020   International Conference on Cloud Computing and IOT (CCCIOT 2020)
MECHATROJ 2020   Mechatronics and Applications: An International Journal
EI-AIAAT 2020   4th International Conference on Artificial Intelligence Applications and Technologies (AIAAT 2020)
UBIC 2020   11th International Conference on Ubiquitous Computing