Gaussian Process Regression: Active Data Selection and Test Point Rejection

A Probabilistic Active Support Vector Learning Algorithm

IEEE Transactions on Pattern Analysis and Machine Intelligence

Toward Community Sensing

IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks

GP-BayesFilters: Bayesian filtering using Gaussian process prediction and observation models

Autonomous Robots

Expensive multiobjective optimization by MOEA/D with Gaussian process model

IEEE Transactions on Evolutionary Computation

Bayesian Monte Carlo for the Global Optimization of Expensive Functions

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence

On the Application of Active Learning and Gaussian Processes in Postcryopreservation Cell Membrane Integrity Experiments

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Lies, damn lies and preferences: a Gaussian process model for ubiquitous thermal preference trials

BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings