Demo Data from EDBT 2026 / reviewers in the wild / expert
Janusz Wnek
dblp:41/3808
· DBLP profile ↗
5ranked-venue papers
3as first author
0since 2021 · last 2005
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 3 · 1 first-authorSecurity and privacy · 1 · 1 first-authorDatabases, data management, data science and information retrieval · 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.
| Databases, data mining, and information retrieval
1 paper |
Data mining · 50% Machine learning and data management · 50% | |
| Artificial intelligence
1 paper |
Representation and self-supervised learning · 100% |
Topics — the 3 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Representation and self-supervised learning › representation learning
dimensionality reduction |
0.0 | 1 | 1992 | The Principal Axes Method for Constructive Induction · ML 1992 |
Data mining › feature engineering
automated feature engineering |
0.0 | 1 | 1992 | The Principal Axes Method for Constructive Induction · ML 1992 |
Machine learning and data management
constructive induction |
0.0 | 1 | 1992 | The Principal Axes Method for Constructive Induction · ML 1992 |
Methods — techniques the papers use, named apart from their topics
principal component analysis · 0.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2005 | LSI-Based Taxonomy Generation: The Taxonomist System
Janusz Wnek |
ISI | 1 |
| 2002 | Machine Learning of Generalized Document Templates for Data Extraction
Janusz Wnek |
Document Analysis Systems | 1 |
| 1997 | Guest Editors' Introduction
Ryszard S. Michalski, Janusz Wnek |
Mach. Learn. | 2 |
| 1994 | Hypothesis-Driven Constructive Induction in AQ17-HCI: A Method and Experiments
Janusz Wnek, Ryszard S. Michalski |
Mach. Learn. | 1 |
| 1992 | The Principal Axes Method for Constructive Induction
Jerzy W. Bala, Ryszard S. Michalski, Janusz Wnek |
ML | 3 |