Author

Herman Ferrá

Observed names: Ferra, Herman, H. Ferra, H.L. Ferra, Herman Ferra, Herman L. Ferrá

Observed institutions: The University of Melbourne, Telstra (Australia), Data61, Monash University

OpenAlex ID: A5065698056

GWIS - model-free, fast and exhaustive search for epistatic interactions in case-control GWAS

2013 · Benjamin Goudey, David Rawlinson, et al. · BMC Genomics · 112

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Combining clustering and co-training to enhance text classification using unlabelled data

2002 · Bhavani Raskutti, Herman Ferrá, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 51

Second Order Features for Maximising Text Classification Performance

2001 · Bhavani Raskutti, Herman Ferrá, et al. · Lecture notes in computer science · 28

Using Unlabelled Data for Text Classification through Addition of Cluster Parameters

2002 · Bhavani Raskutti, Herman Ferrá, et al. · International Conference on Machine Learning · 23

Developing higher-order networks with empirically selected units

1994 · A. Kowalczyk, H.L. Ferra · IEEE Transactions on Neural Networks · 23

GWISFI: A universal GPU interface for exhaustive search of pairwise interactions in case-control GWAS in minutes

2014 · Qiao Wang, Fan Shi, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 14

Applying Reinforcement Learning to Packet Scheduling in Routers

2003 · Herman Ferrá, K.M. Lau, et al. · 13

Discovering production rules with higher order neural networks: a case study. II

1991 · A. Kowalczyk, H.L. Ferra, et al. · International Joint Conference on Neural Networks (IJCNN) · 13

Experimental Demonstration of Multi-Impairment Monitoring on a commercial 10 Gbit/s NRZ WDM channel

2009 · Trevor Anderson, Ken Clarke, et al. · Optical Fiber Communication Conference · 11

Discovering Production Rules with Higher Order Neural Networks: a Case Study

1991 · Adam Kowalczyk, Herman L. Ferrá, et al. · Elsevier eBooks · 9

Fast MPLS Network Optimisation using Machine Learning

2005 · Michael Dale, Herman Ferra, et al. · IEEE Region 10 Conference (TENCON) · 6

Experiments with simple neural networks for real-time control

1997 · P.K. Campbell, A. Christiansen, et al. · IEEE Journal on Selected Areas in Communications · 6

Exploring Potential of Leave-One-Out Estimator for Calibration of SVM in Text Mining

2004 · Adam Kowalczyk, Bhavani Raskutti, et al. · Lecture notes in computer science · 4

Highly parallelized optical coherence tomography for ocular metrology and imaging

2019 · Trevor B. Anderson, Armin Segref, et al. · Biophotonics Australasia · 3

Combining clustering and co-training to enhance text classification using unlabelled data

2002 · Bhavani Raskutti, Herman Ferrá, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 3

Generalisation in Feedforward Networks

1994 · Adam Kowalczyk, Herman Ferrá · 3

3D-spectral domain computational imaging

2016 · Trevor Anderson, Armin Segref, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2

Experiments with ordering attributes for efficient connectionist system development

1991 · H.L. Ferra, A. Kowalczyk, et al. · International Joint Conference on Neural Networks (IJCNN) · 2

Experiments in lexical classification by multi-layer perceptrons with simplified interconnection weights.

1990 · Adam Kowalczyk, Herman Ferrá · 2

Comparison of intra-domain traffic engineering methods

2006 · R. Suryasaputra, Alexander A. Kist, et al. · 1

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Neural networks in real time control of telecommunication networks

2002 · P.K. Campbell, F. Dale, et al. · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks · 1

MLP Can Provably Generalize Much Better than VC-bounds Indicate

1996 · Adam Kowalczyk, Herman Ferrá · neural information processing systems · 1

3D-Spectral domain computational imaging

2016 · Trevor R. Anderson, Armin Segref, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

GPU enables routine bivariate & trivariate analysis of Case-Control GWAS

2014 · Qiao Wang, Fan Shi, et al.

Supplementary Information to 'GWISFI: a Univeral GPU Interface for Exhaustive Search of Pairwise Interactions in Case-Control GWAS in Minutes'

2014 · Q Wang, Fangzhou Shi, et al. · Minerva Access (University of Melbourne)

Works count: 32

Citation count: 331

H-index: 9

I10-index: 9