posted by organizer: lukasfischer || 3629 views || tracked by 4 users: [display]

BIOKDD 2022 : The 13th International Workshop on Biological Knowledge Discovery from Big Data

FacebookTwitterLinkedInGoogle


Conference Series : Biological Knowledge Discovery and Data Mining
 
Link: https://easychair.org/cfp/BIOKDD2022
 
When Aug 22, 2022 - Aug 24, 2022
Where Vienna
Submission Deadline Mar 7, 2022
Notification Due May 10, 2022
Final Version Due Jun 1, 2022
Categories    bioinformatics   machine learning   trustworthiness   privacy
 

Call For Papers

The 13th International Workshop on Biological Knowledge Discovery from Big Data (BIOKDD2022)

in conjunction with

The 33rd DEXA Conferences and Workshops

www.dexa.org

***OBJECTIVES***

The workshop "Biomedical Knowledge Discovery from Big Data (BIOKDD)" deals with the dichotomy of potentials and threats of machine learning for biomedical data analysis. There is an ongoing trend to generate and exploit medical data from a variety of distributed sources to achieve high quality personalized healthcare, thereby yielding new challenges regarding domain shift, data quality, privacy security and trust threats.

We want to bring together researchers from machine learning, biomedical data analysis, bioinformatics and information security to discuss recent developments, best practices and use cases from ongoing research projects. We especially encourage undergraduate and graduate students to submit their current research findings.
Submission Guidelines

In order to encourage participation and discussion, this workshop solicits two types of submissions:

Regular paper submissions about original work not exceeding 10 pages.
Short paper submissions on recent or ongoing work on relevant topics and ideas not exceeding 5 pages.
Formatting guidelines: http://www.dexa.org/formatting_guidelines
Online Papers Submission: https://easychair.org/conferences/?conf=biokdd2021

***LIST OF TOPICS***

Topics of BIOKDD 2022 workshop include, but are not limited to:

- Biomedical image analysis (segmentation, classification, registration)
- Trustworthy and explainable AI for biomedical data
- Relational Machine Learning in the context of personalized medicine/biomedical data analysis, such as molecular interaction networks or cellular networks
- Integration of personal medical data from multiple sources towards personalized medicine, including novel metrics for multi-modal data set matching
- Integration of multi-modal biomedical data such as OMICs, imaging, time-lapse, time series or imaging data
- Tackling Domain Shift challenges e.g., due to different life or genomic conditions, imbalance of different subpopulations, data quality, invitro vs. in vivo vs. in silico
- Privacy preserving machine learning
- Federated learning
- Security and protection of shared personal medical data


***COMMITEES***
Program Committee Chair

Lukas Fischer PhD, Software Competence Center Hagenberg GmbH (SCCH), Austria

Other committees

Program Committee members and Steering Committee please go to the workshop's website http://www.dexa.org/biokdd2022

***PUBLICATION***

All accepted BIOKDD 2022 papers will be published by Springer in their Communications in Computer and Information Science (CCIS). CCIS volumes are indexed in the Conference Proceedings Citation Index (CPCI), part of Clarivate Analytics’ Web of Science; Scopus; EI Engineering Index; Google Scholar; DBLP; etc.

***VENUE***

BIOKDD 2022 workshops will be held at WU (Vienna University of Economics and Business), Vienna Austria.

***CONTACT***

All questions about submissions should be emailed to dexa@iiwas.org

Related Resources

ICoSR 2025   2025 4th International Conference on Service Robotics
Ei/Scopus-ACAI 2024   2024 7th International Conference on Algorithms, Computing and Artificial Intelligence(ACAI 2024)
PAKDD 2025   29th Pacific-Asia Conference on Knowledge Discovery and Data Mining
SPIE-Ei/Scopus-DMNLP 2025   2025 2nd International Conference on Data Mining and Natural Language Processing (DMNLP 2025)-EI Compendex&Scopus
IEEE BDAI 2025   IEEE--2025 the 8th International Conference on Big Data and Artificial Intelligence (BDAI 2025)
AMLDS 2025   IEEE--2025 International Conference on Advanced Machine Learning and Data Science
ecml-pkdd-journal-track 2025   Journal Track with ECML PKDD 2025
IEEE CACML 2025   2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML 2025)
BDE 2025   2025 7th International Conference on Big Data Engineering (BDE 2025)
BDAI 2025   IEEE--2025 the 8th International Conference on Big Data and Artificial Intelligence (BDAI 2025)