Zhiyuan Luo's Recent Publications

Ali Hassan, Chris Phillips, Zhiyuan Luo, Swarm Intelligence Based Dynamic Routing and Wavelength Assignment for Wavelength Constrained All-Optical Networks, 9th IEEE International Symposium on Communication and Information Technology (ISCIT 2009), Korea, September 2009.
Mikhail Dashevskiy and Zhiyuan Luo, Prediction of Long-Range Dependent Time Series Data with Performance Guarantee, Fifth Symposium on Stochastic Algorithms, Foundations and Applications (SAGA 2009), October 26-28, 2009, Sapporo, Japan.
Mikhail Dashevskiy and Zhiyuan Luo, Reliable Probabilistic Classification of Internet Traffic, International Journal of Information Acquisition, Vol. 6, No. 2, pp. 133-146, 2009.
Mikhail Dashevskiy and Zhiyuan Luo, Predictions with Confidence in Applications, LNCS 5632, International Conference on Machine Learning and Data Mining (MLDM 2009), July 23-25, 2009, Leipzig, Germany.
Mikhail Dashevskiy and Zhiyuan Luo, Network Traffic Demand Prediction with Confidence, IEEE GLOBECOM 2008, 30 Nov-4 Dec. 2008, New Orleans, USA.
A. Gammerman, I. Nouretdinov, B. Burford, A. Chervonenkis, V. Vovk and Z. Luo, Clinical mass spectrometry proteomic diagnosis by conformal predictors. Statistical applications in genetics and molecular biology 7(2):Article13 2008.
S.J. Ramus, K. Elmasry, Z. Luo, A. Gammerman, K. Lu, A. Ayhan, N. Singh W.G. McCluggage, I.J. Jacobs, J.C. Whittaker and S.A. Gayther, Predicting clinical outcome in patients diagnosed with synchronous ovarian and endometrial cancer, Clinical cancer research : an official journal of the American Association for Cancer Research 14(18):5840-8 2008 Sep 15.
Mikhail Dashevskiy and Zhiyuan Luo, Reliable Probabilistic Classification and Its Application to Internet Traffic. LNCS 5226, ICIC (1) 2008: 380-388.
Mikhail Dashevskiy and Zhiyuan Luo, Guaranteed Network Traffic Demand Prediction Using FARIMA Models. LNCS 5236, IDEAL 2008: 274-281. (Winner of the Best Paper Award).
Jin Zhang, Guang Li, Meng Hu, Jiaojie Li and Zhiyuan Luo, Recognition of hypoxia EEG with a preset confidence level based on EEG analysis. IJCNN 2008: 3005-3008.
Alex Gammerman; Volodya Vovk; Brian Burford; Ilia Nouretdinov; Zhiyuan Luo; Alexey Chervonenkis; Mike Waterfield; Rainer Cramer; Paul Tempst; Josep Villanueva; Musarat Kabir; Stephane Camuzeaux; John Timms; Usha Menon; and Ian Jacobs, Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer, The Computer Journal 2008; doi: 10.1093/comjnl/bxn021.
Zhiyuan Luo and Tony Bellotti, Discussion on Hedging Predictions in Machine Learning by A. Gammerman and V. Vovk, The Computer Journal 2007, doi:10.1093/comjnl/bxl066.
John F. Timms, Elif Arslan-Low, Aleksandra Gentry-Maharaj, Zhiyuan Luo, Davy TJampens, Vladimir N. Podust, Jeremy Ford, Eric T. Fung, Alex Gammerman, Ian Jacobs and Usha Menon, Preanalytic Influence of Sample Handling on SELDI-TOF Serum Protein Profiles , Clinical Chemistry 53: 645-656, 2007. First published February 15, 2007; 10.1373/clinchem.2006.080101.
T. Bellotti, Z. Luo and A. Gammerman, Strangeness Minimisation Feature Selection with Confidence Machines, IDEAL 2006, Lecture Notes in Computer Science 4224, pp. 978-985, 2006.
T. Bellotti, Z. Luo and A. Gammerman, Reliable Classification of Acute Leukaemia from Gene Expression Data using Confidence Machines, IEEE International Conference on Granular Computing, pp. 148-153, 10-12 May 2006. (Winner of the Best Paper Award).
Zhiyuan Luo and Alex Gammerman, Qualified Probabilistic Predictions Using Graphical Models, 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU) 2005, LNCS 3571, pp. 111-122.
T. Bellotti, Z. Luo, A. Gammerman, F.W. van Delft, V. Saha, Qualified Predictions for Microarray and Proteomics Pattern Diagnostics with Confidence Machines, International Journal of Neural Systems, Special Issue on Bioinformatics 2005, Vol.15, No. 4, pp.247-258.
F.W. van Delft, T. Bellotti, Z. Luo, L.K. Jones, N. Patel, O. Yiannikouris, A.S. Hill, M. Hubank, H. Kempski, D. Fletcher, T. Chaplin, N. Foot, B.D. Young, I.M. Hann, A. Gammerman, V. Saha, Prospective gene expression analysis accurately subtypes acute leukaemia in children and establishes a commonality between hyperdiploidy and t(12;21) in acute lymphoblastic leukaemia, British Journal of Haematology 2005, pp.26-35.
Zhiyuan Luo, Tony Bellotti, Alex Gammerman, Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines, Intelligent Data Engineering and Automated Learning IDEAL 2004, LNCS 3177, pp.46-51 (ed. Yang, Everson, Yin).