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Prof.dr. T.M. Heskes Person

Prof.dr. T.M. Heskes

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Expertise Artificial intelligence, machine learning
Expertise (NL) Kunstmatige intelligentie, machinaal leren
Digital Author ID info:eu-repo/dai/nl/108068862
Grants/prizes NWO-Vici 2006

Active as

Programm leader / Group leader
Organisation Donders Centre for Neuroscience (RU)
Professor
Organisation Intelligent Systems (RU)
Chair (EN) Artificial intelligence, in particular machine learning
Chair (NL) Kunstmatige intelligentie, in het bijzonder machinaal leren
Phone +31-24-3652696
Email t. heskes -at- cs. ru. nl
URL http://www.cs.ru.nl/~tomh/

Publications

A Markov Random Field Approach to Neural Encoding and Decoding
Co-Regularized Least-Squares for Label Ranking
Expectation propagation and generalised EP methods for inference in switching linear dynamical systems
Learning2Reason
A logical characterization of constraint-based causal discovery
All publications..

Enhanced publications

Doctoral Thesis: Monitoring non-linear and switching dynamical systems

Current research

(the most recent research is at the top)
Project leader Learning to Reason: a Machine Learning Approach for Computer-Assisted Reasoning
Supervisor Knowledge Discovery with Protein-Protein Interaction Networks
Supervisor Learning Causal Models from Multiple Datasets
Project leader Artificial Intelligence, Full of Chances

Completed research projects

(the most recent research is at the top)
Project leader HearClip - Personalization of Hearing Aids Through Bayesian Preference Elicitation
Researcher Information Retrieval and Information Systems
Project leader Solutions for Data Mining and Model Building SMART
Project leader Sales Forecasting through Aggregation
Co-supervisor Monitoring non-linear and switching dynamical systems
All completed research..

Classification

D16600 Artificial intelligence, expert systems

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