ECML-PKDD
ActiveOverview
ECML PKDD is the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, a leading academic conference held annually in Europe. It serves as the flagship venue for the European research community in machine learning, data science, and artificial intelligence. The conference attracts researchers, practitioners, and industry professionals from around the world to present and discuss advances in machine learning and knowledge discovery.
History
ECML PKDD originated from two separate European conferences: the European Working Session on Learning (first held in 1986, renamed European Conference on Machine Learning in 1993) and PKDD (first organized in 1997). The two conferences were co-located starting in 2001 and formally merged into a single event, though they retained separate identities until 2007. Since 2001, ECML PKDD has been organized annually as a unified conference, governed by the ECML PKDD Association established to oversee the event series and foster the European machine learning and data mining research community.
Product Lines
| Product Line | Positioning | Price Range |
|---|---|---|
| Research Track | Peer-reviewed academic research presentations | $0 - $1,500 |
| Applied Data Science Track | Industry-focused applications and case studies | $0 - $1,500 |
| Journal Track | High-quality journal papers presented at conference | $0 - $1,500 |
| Workshops | Specialized topic-focused sessions | $0 - $500 |
| Tutorials | Educational sessions on machine learning techniques | $0 - $300 |
Manufacturing
ECML PKDD is a conference organization rather than a manufacturing entity. The conference is organized annually by rotating local organizing committees in different European cities, with coordination provided by the ECML PKDD Association and a steering committee. All conference materials, proceedings, and digital infrastructure are managed through the official website and partner organizations.
Notable Products
- Annual ECML PKDD Conference - The main flagship conference event held each September in a different European city
- Conference Proceedings - Published peer-reviewed papers from research and applied tracks
- Workshop Series - Specialized workshops on emerging topics in machine learning and data mining
- Community Meetings - Annual gatherings of the machine learning and data mining research community
- Steering Committee Oversight - Governance structure ensuring quality and continuity across conference editions
Reputation
ECML PKDD is recognized as one of the leading academic conferences in machine learning and knowledge discovery in Europe, with a strong reputation for rigorous peer review and high-quality research presentations. The conference is valued by the European research community for fostering collaboration and knowledge exchange across machine learning and data mining disciplines. It attracts a worldwide audience of researchers and practitioners, though it maintains a strong European focus. The conference is respected for maintaining academic standards while also incorporating applied industry perspectives through its dedicated applied data science track.