Overview
ICDQIAMLA 2027 invites original, unpublished research papers, review articles and case studies in Data Quality, Information Architecture and Machine Learning Applications. The conference will be held in Heidelberg, Germany on 26–27 March 2027.
All registered conference papers will be published in the conference proceedings (having an ISBN), and the extended versions of the papers will be published in related reputed Scopus, SCI, WoS or UGC CARE listed international journals.
Best paper awards are given to the papers judged to make the most significant contribution to the conference.
Conference Topics
Papers on the following topics, and related areas, are welcome.
Data Quality Assessment Techniques
- Evaluation metrics for data quality
- Methods for continuous data quality monitoring
- Impact of poor data quality on ML outcomes
Information Architecture in Data Management
- Design principles for effective data architectures
- Role of information architecture in data governance
- Adaptive information architecture for data diversity
Machine Learning Algorithm Optimization
- Techniques for improving model accuracy
- Balancing bias and variance in ML models
- Evaluating ML algorithms for data quality
Applications of Machine Learning in Data Quality
- Automated data cleansing using ML
- Predictive analytics for data quality forecasting
- Case studies of ML-driven data enhancement
Interdisciplinary Approaches to Data Challenges
- Collaboration between data science and humanities
- Integration of social sciences in data interpretation
- Sustainability of data practices in various fields
Submission Guidelines
Prepare Your Paper
Use the sample paper template and follow the author guidelines.
Check Originality
Submit only original, unpublished work. Every paper is screened under the plagiarism policy.
Submit Online
Upload your paper through the paper submission form.
Register After Acceptance
Once your paper is accepted, complete your registration to be included in the proceedings.
Participation Types
| Type | What You Do | Register |
|---|---|---|
| Presenter | Submit a paper and present it in person | Submit Paper |
| Virtual Presenter | Submit a paper and present it online | Video Conferencing |
| Listener | Attend the sessions without presenting | Listener Registration |