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2015

Read, Jesse; Martino, Luca; Olmos, Pablo M; Luengo, David

Scalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises Journal Article

Pattern Recognition, 48 (6), pp. 2096–2106, 2015.

Abstract | Links | BibTeX | Tags: Bayesian networks, classifer chains, Journal, Multi-label classification, multi-output prediction, structured inference

2014

Impedovo, Sebastiano; Liu, Cheng-Lin; Impedovo, Donato; Pirlo, Giuseppe; Read, Jesse; Martino, Luca; Luengo, David

Efficient Monte Carlo Methods for Multi-Dimensional Learning with Classifier Chains Journal Article

Pattern Recognition, 47 (3), pp. 1535–1546, 2014.

Abstract | Links | BibTeX | Tags: Bayesian inference, Classifier chains, Monte Carlo methods, Multi-dimensional classification, Multi-label classification

2013

Read, Jesse; Martino, Luca; Luengo, David

Eficient Monte Carlo Optimization for Multi-Label Classifier Chains Inproceedings

ICASSP 2013: The 38th International Conference on Acoustics, Speech, and Signal Processing, Vancouver, 2013.

Abstract | BibTeX | Tags: Bayesian inference, Classifier chains, Monte Carlo methods, Multi-dimensional classification, Multi-label classification