Philippe Leray

2 papers · 2016–2020 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🚀 Conference Pioneer

📈 Trend Setter

Venues

PGM (2)

Top co-authors

Nourhene Ettouzi (1) Raphaël Nedellec (1) Tarek Benkhelif (1) Montassar Ben Messaoud (1) Evan Dufraisse (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Bayesian & Probabilistic · Machine Learning (2) Core AI (2) Core Methods (2) Data Science & Analytics (1) Knowledge & Reasoning (1) Applications (1) Bayesian & Probabilistic · Artificial Intelligence (1) Learning Types (1) Representation (1)

Keywords

bayesian network (2) structure learning (1) probabilistic graphical model (1) relational database (1) data quality (1) tabular data (1) functional dependency (1) markov blanket (1) probabilistic relational model (1) jensen score (1) anomaly detection (1) mixed tabular data (1)

Papers

Interactive Anomaly Detection in Mixed Tabular Data using Bayesian Networks PGM 2020 An Exact Approach to Learning Probabilistic Relational Model PGM 2016