Mathias Verbeke

7 papers · 2012–2026 · 6 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🏃 Academic Marathon (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AAAI (2) ACL (1) CONLL (1) EMNLP (1) IJCAI (1) SEMEVAL (1)

Top co-authors

Luc De Raedt (4) Paolo Frasconi (3) Walter Daelemans (2) Roser Morante (2) Vincent Van Asch (2) Wannes Meert (1) Pablo Ruiz-Morales (1) Guy Van den Broeck (1) Fabrizio Costa (1) Davy Pissoort (1)

Keywords

representation learning (1) time series anomaly detection (1) self-supervised learning (1) interactive systems (1) dynamical system (1) joint-embedding predictive architecture (1) time-series clustering (1) koopman operator (1) algorithm evaluation (1) anomaly detection algorithm (1)

Papers

Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures AAAI 2026

InTimeAD: Interactive Time Series Anomaly Detection AAAI 2026

Inducing Probabilistic Relational Rules from Probabilistic Examples IJCAI 2015

kLogNLP: Graph Kernel–based Relational Learning of Natural Language ACL 2014

KUL-Eval: A Combinatory Categorial Grammar Approach for Improving Semantic Parsing of Robot Commands using Spatial Context SEMEVAL 2014

A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories EMNLP 2012

A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories CONLL 2012