Demo Data from VLDB 2026 / reviewers in the wild / expert
Julia Neumann
dblp:06/2875
· DBLP profile ↗
5ranked-venue papers
3as first author
0since 2021 · last 2006
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 3 · 2 first-authorDatabases, data management, data science and information retrieval · 1Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Computer graphics and multimedia
1 paper |
Image and video processing · 50% Geometric modeling and processing · 50% | |
| Databases, data mining, and information retrieval
1 paper |
Data models and query languages · 100% |
Topics — the 4 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Image and video processing › image restoration › inverse problem › inverse problem regularization
image regularization |
0.1 | 1 | 2006 | Splines in Higher Order TV Regularization · Int. J. Comput. Vis. 2006 |
Geometric modeling and processing › shape modeling › parametric modeling
spline |
0.1 | 1 | 2006 | Splines in Higher Order TV Regularization · Int. J. Comput. Vis. 2006 |
Data models and query languages › XML data management
XML database |
0.0 | 1 | 2002 | Anatomy of a native XML base management system · VLDB J. 2002 |
Data models and query languages › XML data management
XML data model |
0.0 | 1 | 2002 | Anatomy of a native XML base management system · VLDB J. 2002 |
Methods — techniques the papers use, named apart from their topics
spline regularization · 0.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2006 | Splines in Higher Order TV Regularization
Gabriele Steidl, Stephan Didas, Julia Neumann |
Int. J. Comput. Vis. | 3 |
| 2005 | Combined SVM-Based Feature Selection and Classification
Julia Neumann, Christoph Schnörr, Gabriele Steidl |
Mach. Learn. | 1 |
| 2005 | Efficient wavelet adaptation for hybrid wavelet-large margin classifiers
Julia Neumann, Christoph Schnörr, Gabriele Steidl |
Pattern Recognit. | 1 |
| 2003 | Feasible Adaptation Criteria for Hybrid Wavelet - Large Margin Classifiers
Julia Neumann, Christoph Schnörr, Gabriele Steidl |
CAIP | 1 |
| 2002 | Anatomy of a native XML base management system
Thorsten Fiebig, Sven Helmer, Carl-Christian Kanne, Guido Moerkotte, Julia Neumann, Robert Schiele, Till Westmann |
VLDB J. | 5 |