Professor Zhiyuan Luo

  1. 2020
  2. E-pub ahead of print

    An electronic nose-based assistive diagnostic prototype for lung cancer detection with conformal prediction

    Zhan, X., Wang, Z., Yang, M., Luo, Z., Wang, Y. & Li, G., 3 Mar 2020, In : Measurement. 158, p. 1-10 10 p., 107588.

    Research output: Contribution to journalArticle

  3. E-pub ahead of print

    Inductive conformal prediction for silent speech recognition

    Zhang, M., Wang, Y., Zhang, W., Yang, M., Luo, Z. & Li, G., 2 Mar 2020, In : Journal of Neural Engineering. 12 p.

    Research output: Contribution to journalArticle

  4. 2019
  5. Published

    Realtime Tracking of Passengers on the London Underground Transport by Matching Smartphone Accelerometer Footprints

    Nguyen, K. A., Wang, Y., Li, G., Luo, Z. & Watkins, C., 26 Sep 2019, In : Sensors (Basel, Switzerland). 19, 19, p. 1-26 26 p., 4184.

    Research output: Contribution to journalArticle

  6. Published

    Coreset-based Conformal Prediction for Large-scale Learning

    Riquelme Granada, N., Nguyen, D. K. A. & Luo, Z., Sep 2019, Proceedings of Machine Learning Research: Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications. Vol. 105. p. 142-162 21 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. Published

    Location Tracking Using Smartphone Accelerometer and Magnetometer Traces

    Nguyen, D. K. A., Akram, R. N., Markantonakis, K., Luo, Z. & Watkins, C., 26 Aug 2019, The First Location Privacy Workshop (LPW 2019), the 14th International Conference on Availability, Reliability and Security (ARES 2019). Association for Computing Machinery (ACM), p. 1-9 9 p. 96

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Published

    Discrimination of Different Species of Dendrobium with an Electronic Nose Using Aggregated Conformal Predictor

    Wang, Y., Wang, Z., Diao, J., Sun, X., Luo, Z. & Li, G., 25 Feb 2019, In : Sensors (Basel, Switzerland). 19, 4, p. 1-15 15 p., 964.

    Research output: Contribution to journalArticle

  9. 2018
  10. Published

    Online conformal prediction for classifying different types of herbal medicines with electronic nose

    Zhan, X., Guan, X., Wu, R., Wang, Z., Wang, Y., Luo, Z. & Li, G., 4 Nov 2018, IET Doctoral Forum on Biomedical Engineering, Healthcare, Robotics and Artificial Intelligence 2018: BRAIN 2018. IET Conference Publications, Vol. 2018. p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. E-pub ahead of print

    Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis

    Wong, T. & Luo, Z., 27 Jul 2018, International Conference on Engineering Applications of Neural Networks: EANN 2018. Pimenidis, E. & Jayne, C. (eds.). Springer, p. 203-216 14 p. (Communications in Computer and Information Science; vol. 893).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. Published

    Cover Your Cough: Detection of Respiratory Events with Confidence Using a Smartwatch

    Nguyen, D. K. A. & Luo, Z., Jun 2018, Proceedings of Machine Learning Research: Conformal and Probabilistic Prediction and Applications (COPA 2018). Vol. 91. p. 1-18 18 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  13. 2017
  14. Published

    Co-location epidemic tracking on London public transports using low power mobile magnetometer

    Nguyen, D. K. A., Watkins, C. & Luo, Z., 23 Nov 2017, The 8th International Conference on Indoor Positioning and Indoor Navigation, Sept 18-21, 2017, Japan. IEEE, p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  15. Published

    On assessing the positioning accuracy of Google Tango in challenging indoor environments

    Nguyen, D. K. A. & Luo, Z., 23 Nov 2017, The 8th International Conference on Indoor Positioning and Indoor Navigation, Sept 18-21, 2017, Japan. IEEE, p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  16. Published

    Conformal Prediction Based on K-Nearest Neighbors for Discrimination of Ginsengs by a Home-Made Electronic Nose

    Wang, Z., Sun, X., Miao, J., Wang, Y., Luo, Z. & Li, G., 14 Aug 2017, In : Sensors. 17, 8, p. 1-12 12 p., 1869.

    Research output: Contribution to journalArticle

  17. E-pub ahead of print

    Dynamic route prediction with the magnetic field strength for indoor positioning

    Nguyen, K. & Luo, Z., 18 Mar 2017, In : International Journal of Wireless and Mobile Computing. 12, 1, p. 16-35 20 p.

    Research output: Contribution to journalArticle

  18. Published

    All-solid-state carbonate-selective electrode based on screen-printed carbon paste electrode

    Li, G., Lyu, X., Wang, Z., Rong, Y., Hu, R., Luo, Z. & Wang, Y., 12 Jan 2017, In : Measurement Science and Technology. 28, 2, p. 1-7 7 p., 025104.

    Research output: Contribution to journalArticle

  19. 2016
  20. E-pub ahead of print

    IBC-C: A Dataset for Armed Conflict Event Analysis

    Zukov Gregoric, A., Veyhe, B. & Luo, Z., Aug 2016, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics: Aug 7 to 12th 2016. p. 374-379 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  21. Published

    Valid Probabilistic Predictions for Ginseng with Venn Machines Using Electronic Nose

    Wang, Y., Miao, J., Lyu, X., Liu, L., Luo, Z. & Li, G., 13 Jul 2016, In : Sensors. 16, 7, p. 1-13 13 p., 1088.

    Research output: Contribution to journalArticle

  22. Published

    An experimental study of the intrinsic stability of random forest variable importance measures

    Wang, H., Yang, F. & Luo, Z., 3 Feb 2016, In : BMC Bioinformatics. 17, 60, p. 1-18 18 p.

    Research output: Contribution to journalArticle

  23. E-pub ahead of print

    Comparison and data fusion of electronic nose and near-infrared reflectance spectroscopy for the discrimination of ginsengs

    Miao, J., Luo, Z., Wang, Y. & Li, G., 4 Jan 2016, In : Analytical Methods. p. 1-9 9 p.

    Research output: Contribution to journalArticle

  24. 2015
  25. Published

    Multiprobabilistic prediction in early medical diagnoses

    Nouretdinov, I., Devetyarov, D., Vovk, V., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Waterfield, M., Cramer, R., Timms, J. F., Jacobs, I. & Gammerman, A., Jun 2015, In : Annals of Mathematics and Artificial Intelligence. 74, 1-2, p. 203-222 20 p.

    Research output: Contribution to journalArticle

  26. Published

    A Comparison of Three Implementations of Multi-Label Conformal Prediction

    Wang, H., Liu, X., Nouretdinov, I. & Luo, Z., 3 Apr 2015, Statistical Learning and Data Sciences: Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings. Gammerman, A., Vovk, V. & Papadopoulos, H. (eds.). Springer, p. 241-250 10 p. (Lecture Notes in Computer Science; vol. 9047).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  27. Published

    Improved analysis of inorganic coal properties based on near-infrared reflectance spectroscopy

    Hu, R., Wang, Y., Yang, M., Li, X., Luo, Z. & Li, G., 2015, In : Analytical Methods. 7, p. 5282-5288 7 p.

    Research output: Contribution to journalArticle

  28. Published

    On the Feasibility of Using Two Mobile Phones and WLAN Signal to Detect Co-Location of Two Users for Epidemic Prediction

    Nguyen, K., Luo, Z. & Watkins, C., 2015, Progress in Location-Based Services 2014. Gartner, G. & Huang, H. (eds.). Germany: Springer, p. 63-78 16 p. (Lecture Notes in Geoinformation and Cartography).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  29. 2014
  30. Published

    Selective mixture of Gaussians clustering for location fingerprinting

    Nguyen, K. & Luo, Z., 5 Dec 2014, 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (i-Locate, MOBIQUITOUS 2014). London, UK: ACM, 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  31. Published

    Reliable Indoor Location Prediction Using Conformal Measurement

    Nguyen, K. & Luo, Z., 2014, In : Annals of Mathematics and Artificial Intelligence. 10472, 23 p.

    Research output: Contribution to journalArticle

  32. Published

    Reliable Network Traffic Classification and Demand Prediction

    Dashevskiy, M. & Luo, Z., 2014, Predictions for Reliable Machine Learning: Theory, Adaptations and Applications. Balasubramanian, V., Ho, S-S. & Vovk, V. (eds.). ELSEVIER ACADEMIC PRESS INC, p. 231-259 29 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  33. Published

    SVM Venn Machine with k-Means Clustering

    Zhou, C., Nouretdinov, I., Luo, Z. & Gammerman, A., 2014, Artificial Intelligence Applications and Innovations: AIAI2014 Workshops. Rhodes, Greece, p. 251-260 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  34. 2013
  35. Published

    Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method

    Nguyen, K. & Luo, Z., 2 Oct 2013, 9th IFIP International Conference on Artificial Intelligence Applications & Innovations (AIAI 2013). p. 411-420 10 p. (IFIP Advances in Information and Communication Technology).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  36. Published

    Learning by Conformal Predictors with Additional Information

    Yang, M., Nouretdinov, I. & Luo, Z., Oct 2013, The 9th Artificial Intelligence Applications and Innovations Conference (AIAI): 2nd Workshop on Conformal Prediction and its Applications. p. 394-400 7 p. (IFIP Advances in Information and Communication Technology; vol. 412).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  37. Published

    A Glucose Sensor Based on Glucose Oxidase Immobilized by Electrospinning Nanofibrous Polymer Membranes Modified with Carbon Nanotubes

    Wang, Y., Xu, H., Wang, Z., Hu, R., Luo, Z., Xu, Z. & Li, G., May 2013, In : Sensors & Transducers Journal. 152, 5, p. 180-185 6 p.

    Research output: Contribution to journalArticle

  38. Published

    Evaluation of Bluetooth Properties for Indoor Localisation

    Nguyen, K. & Luo, Z., 3 Jan 2013, Progress in Location-Based Services: Lecture Notes in Geoinformation and Cartography. Munich, Germany: Springer, p. 127-149 23 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  39. Published

    A Dibutyl Phthalate Sensor Based on a Nanofiber Polyaniline Coated Quartz Crystal Monitor

    Wang, Y., Ding, P., Hu, R., Zhang, J., Ma, X., Luo, Z. & Li, G., Jan 2013, In : Sensors. 13, 3, p. 3765-3775

    Research output: Contribution to journalArticle

  40. Published

    Artificial Intelligence Applications in Biomedicine

    Vlamos, P., Lefkimmiatis, K., Cocianu, C., State, L. & Luo, Z., 2013, In : Advances in Artificial Intelligence. 2 p.

    Research output: Contribution to journalArticle

  41. 2012
  42. Published

    Conformal Prediction for Indoor Localisation with Fingerprinting Method

    Nguyen, K. & Luo, Z., Sep 2012, Artificial Intelligence Applications and Innovations: First Conformal Prediction and Its Applications Workshop (COPA 2012). Halkidiki, Greece: Springer, p. 214-223 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  43. Published

    Two methods for reliable classification of network traffic

    Dashevskiy, M. & Luo, Z., Sep 2012, In : Progress in Artificial Intelligence. 1, 3, p. 223-234 12 p.

    Research output: Contribution to journalArticle

  44. Published

    Template free synthesis of hollow ball-like nano-Fe2O3 and its application to the detection of dimethyl methylphosphonate at room temperature

    Fan, G., Wang, Y., Hu, M., Luo, Z., Zhang, K. & Li, G., Jan 2012, In : Sensors. 12, 4, p. 4594-4604

    Research output: Contribution to journalArticle

  45. Published

    Conformal predictors in early diagnostics of ovarian and breast cancers

    Devetyarov, D., Nouretdinov, I., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Vovk, V., Waterfield, M., Cramer, R., Timms, J. F., Sinclair, J., Menon, U., Jacobs, I. & Gammerman, A., 2012, In : Progress in Artificial Intelligence. 1, p. 245 - 257 13 p.

    Research output: Contribution to journalArticle

  46. Published

    Internet Traffic Classification using Machine Learning with Performance Guarantees

    Luo, Z., 2012, Advances in Communications and Media Research. Vol. 8. p. 231-250

    Research output: Chapter in Book/Report/Conference proceedingChapter

  47. Published

    Multiprobabilistic Venn Predictors with Logistic Regression

    Nouretdinov, I., Devetyarov, D., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Vovk, V., Waterfield, M., Cramer, R., Timms, J. F., Jacobs, I., Menon, U. & Gammerman, A., 2012, Artificial Intelligence Applications and Innovations - AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part II. Iliadis, L., Maglogiannis, I., Papadopoulos, H., Karatzas, K. & Sioutas, S. (eds.). Springer, Vol. 382. (IFIP Advances in Information and Communication Technology).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  48. 2011
  49. Published

    Early detection of ovarian cancer in samples pre-diagnosis using CA125 and MALDI-MS peaks

    Timms, J. F., Menon, U., Devetyarov, D., Tiss, A., Camuzeaux, S., McCurrie, K., Nouretdinov, I., Burford, B., Smith, C., Gentry-Maharaj, A., Hallett, R., Ford, J., Luo, Z., Vovk, V., Gammerman, A., Cramer, R. & Jacobs, I., Nov 2011, In : Cancer Genomics and Proteomics. 8, 6, p. 289-305

    Research output: Contribution to journalArticle

  50. Published

    Time series prediction with performance guarantee

    Dashevskiy, M. & Luo, Z., 20 May 2011, In : IET Communications. 5, 8, p. 1044–1051

    Research output: Contribution to journalArticle

  51. Published

    A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs

    Zhou, C., Nouretdinov, I., Luo, Z., Adamskiy, M., Coldham, N. & Gammerman, A., 2011, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, Artificial Intelligence Applications and Innovations 2011, Corfu, Greece, September 15-18, 2011, Proceedings , Part II. . p. 483-

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  52. Forthcoming

    Conformal predictions for electronic nose system: an application to tea classification

    Nouretdinov, I., Li, G., Gammerman, A. & Luo, Z., 2011, (Accepted/In press) In : International Journal of Engineering Intelligent Systems for Electrical Engineering and Communications. 10 p.

    Research output: Contribution to journalArticle

  53. Published

    Feature Selection by Conformal Predictor

    Yang, M., Nouretdinov, I., Luo, Z. & Gammerman, A., 2011, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, Artificial Intelligence Applications and Innovations 2011, Corfu, Greece, September 15-18, 2011, Proceedings, Part II. . p. 449-

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  54. Published

    Synthesis of flowerlike nano-SnO2 and the study on the gas sensing response

    Fan, G., Wang, Y., Hu, M., Luo, Z. & Li, G., 2011, In : Measurement Science and Technology. 22, 4

    Research output: Contribution to journalArticle

  55. 2010
  56. Published

    Application of conformal predictors to tea classification based on electronic nose

    Nouretdinov, I., Li, G., Gammerman, A. & Luo, Z., 2010, Artificial Intelligence Applications and Innovations. Springer, p. 303-310

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  57. Published

    Disposable blood potassium sensors based on screen-printed thick film electrodes

    Xu, H., Yang, X., Wang, Y., Zheng, J., Luo, Z. & Li, G., 2010, In : Measurement Science and Technology. 21, 5

    Research output: Contribution to journalArticle

  58. Published

    Electroantennogram obtained from honeybee antennae for odor detection

    Wang, Y., Zheng, Y., Luo, Z. & Li, G., 2010, Lecture Notes in Computer Science. Springer, Vol. 6063. p. 63-66

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  59. Published

    Highly accurate detection of ovarian cancer using CA125 but limited improvement with serum MALDI-TOF MS profiling

    Tiss, A., Timms, J. F., Smith, C., Devetyarov, D., Gentry-Maharaj, A., Camuzeaux, S., Burford, B., Nouretdinov, I., Ford, J., Luo, Z., Jacobs, I., Menon, U., Gammerman, A. & Cramer, R., 2010, In : International Journal of Gynecological Cancer. 20, 9, p. 1518-1524

    Research output: Contribution to journalArticle

  60. Published

    Peptides generated ex vivo from serum proteins by tumour-specific exopeptidases are not useful biomarkers in ovarian cancer

    Timms, J. F., Cramer, R., Camuzeaux, S., Tiss, A., Smith, C., Burford, B., Nouretdinov, I., Devetyarov, D., Gentry-Maharaj, A., Ford, J., Luo, Z., Gammerman, A., Menon, U. & Jacobs, I., 2010, In : Clinical Chemistry. 56, p. 262-271

    Research output: Contribution to journalArticle

  61. Published

    Study of a QCM Dimethyl Methylphosphonate sensor based on a ZnO-Modified nanowire-structured manganese dioxide film

    Pei, Z., Ma, X., Ding, P., Zhang, W., Luo, Z. & Li, G., 2010, In : Sensors. 10, 9, p. 8275-8290

    Research output: Contribution to journalArticle

  62. 2009
  63. Published

    Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer

    Gammerman, A., Vovk, V., Burford, B., Nouretdinov, I., Luo, Z., Chervonenkis, A., Waterfield, M., Cramer, R., Tempst, P., Villanueva, J., Kabir, M., Camuzeaux, S., Timms, J., Menon, U. & Jacobs, I., May 2009, In : The Computer Journal. 52, 3, p. 326-333 8 p.

    Research output: Contribution to journalArticle

  64. Published

    Prediction of long-range dependent time series data with performance guarantee

    Dashevskiy, M. & Luo, Z., 2009, Stochastic Algorithms: Foundations and Applications, Lecture Notes in Computer Science. Vol. 5792. p. 31-45

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  65. Published

    Predictions with confidence in applications,

    Dashevskiy, M. & Luo, Z., 2009, Lecture Notes in Computer Science. Vol. 5632. p. 775-786

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  66. Published

    Reliable Probabilistic Classification of Internet Traffic

    Dashevskiy, M. & Luo, Z., 2009, In : International Journal of Information Acquisition. 6, 2, p. 133-146 14 p.

    Research output: Contribution to journalArticle

  67. Published

    Swarm intelligence based dynamic routing and wavelength assignment for wavelength constrained all-optical networks

    Hassan, A., Luo, Z. & Phillips, C., 2009, Proceedings of the 9th international conference on Communications and information technologies . IEEE, p. 987-992

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  68. 2008
  69. Published

    Predicting clinical outcome in patients diagnosed with synchronous ovarian and endometrial cancer

    Ramus, S. J., Elmasry, K., Luo, Z., Gammerman, A., Lu, K., Ayhan, A., Singh, N., McCluggage, G., Jacobs, I. J., Whittaker, J. C. & Gayther, S. A., 15 Sep 2008, In : Clinical Cancer Research. 14, 18, p. 5840-5848

    Research output: Contribution to journalArticle

  70. Published

    Clinical mass spectrometry proteomic diagnosis by conformal predictors

    Gammerman, A., Nouretdinov, I., Burford, B., Chervonenkis, A., Vovk, V. & Luo, Z., Jul 2008, In : Statistical Applications in Genetics and Molecular Biology. 7, 2, 13.

    Research output: Contribution to journalArticle

  71. Published

    Recognition of hypoxia with a preset confidence level based on EEG analysis

    Zhang, J., Li, G., Meng, H., Li, J. & Luo, Z., Jun 2008, IEEE International Joint Conference on Neural Networks, 2008. p. 3005-3008

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  72. Published

    Guaranteed network traffic demand prediction using FARIMA models

    Dashevskiy, M. & Luo, Z., 2008, Lecture Notes in Computer Sc. Vol. 5326. p. 274-281

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  73. Published

    Network traffic demand prediction with confidence

    Dashevskiy, M. & Luo, Z., 2008, IEEE GLOBECOM 2008. p. 1-5 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  74. Published

    Reliable probabilistic classification and its application to Internet traffic

    Dashevskiy, M. & Luo, Z., 2008, Lecture Notes in Computer Science. Vol. 5226. p. 380-388

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  75. 2007
  76. Published

    Discussion on Hedging Predictions in Machine Learning by A. Gammerman and V. Vovk

    Luo, Z. & Bellotti, T., 2007, In : The Computer Journal. 50, 2

    Research output: Contribution to journalArticle

  77. Published

    Gene selection using Wilcoxon rank sum test and Support Vector Machine for cancer classification

    Liao, C., Li, S. & Luo, Z., 2007, Lecture Notes in Computer Science. Springer, Vol. 4456. p. 57-66

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  78. Published

    On-line network resource consumption prediction with confidence

    Luo, Z., 2007, Second International Conference on Communications and Networking in China, 2007. CHINACOM '07. . p. 104-108

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  79. Published

    Preanalytic Influence of Sample Handling on SELDI-TOF Serum Protein Profiles

    Timms, J. F., Arslan-Low, E., Gentry-Maharaj, A., Luo, Z., T'Jampens, D., Podust, V. N., Ford, J., Fung, E. T., Gammerman, A., Jacobs, I. & Menon, U., 2007, In : Clinical Chemistry. 53, p. 645-656

    Research output: Contribution to journalArticle

  80. Published

    Validation of a Seven Serum Biomarker Panel in Ovarian Cancer

    Timms, J. F., Arslan-Low, E., Cubizolles, M., Lomas, L., Yip, C., Meng, X-Y., Hogdall, E., Gentry-Maharaj, A., Ford, J., Burford, B., Nouretdinov, I., Vovk, V., Luo, Z., Menon, U., Gammerman, A., Fung, E. T. & Jacobs, I., 2007, Proceedings of the 15th International Meeting of the European Society of Gynaecological Oncology.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  81. 2006
  82. Published

    Classification of acute leukaemia from gene expression data using confidence machines

    Bellotti, T., Luo, Z. & Gammerman, A., May 2006, IEEE International Conference on Granular Computing . p. 148-153

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  83. Published

    Reliable Classification of Acute Leukaemia from Gene Expression Data using Confidence Machines

    Bellotti, T., Luo, Z. & Gammerman, A., 2006, IEEE International Conference on Granular Computing. IEEE, p. 148-153

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  84. Published

    Strangeness minimisation feature selection with confidence machines

    Bellotti, T., Luo, Z. & Gammerman, A., 2006, Lecture Notes in Computer Science. Vol. 4224. p. 978-985

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  85. 2005
  86. Published

    Prospective gene expression analysis accurately subtypes acute leukaemia in children and establishes a commonality between hyperdiploidy and t(12;21) in acute lymphoblastic leukaemia

    van Delft, F. W., Bellotti, T., Luo, Z., Jones, L. K., Patel, N., Yiannikouris, O., Hill, A. S., Hubank, M., Kempski, H., Fletcher, D., Chaplin, T., Foot, N., Young, B. D., Hann, I. M., Gammerman, A. & Saha, V., Aug 2005, In : British Journal of Haematology. 130, 1, p. 26-35

    Research output: Contribution to journalArticle

  87. Published

    Qualified Predictions for Microarray and Proteomics Pattern Diagnostics with Confidence Machines

    Bellotti, T., Luo, Z., Gammerman, A., Van Delft, F. & Saha, V., 2005, In : International Journal of Neural Systems. 15, 4, p. 247-258

    Research output: Contribution to journalArticle

  88. Published

    Qualified probabilistic predictions using graphical models

    Luo, Z. & Gammerman, A., 2005, Lecture Notes in Artificial Intelligence. Vol. 3571. p. 111-122

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  89. 2004
  90. Published

    Qualified predictions for proteomics pattern diagnostics with confidence machines

    Luo, Z., Bellotti, T. & Gammerman, A., 2004, Lecture Notes in Computer Science . Vol. 3177. p. 46-51

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  91. 2000
  92. Published

    Flexible decentralised control of connection admission

    Bigham, J., Cuthbert, L., Hayzelden, A. & Luo, Z., 2000, Agent Technology for Communications Infrastructure. Hayzelden, A. & Bourne, R. A. (eds.). John Wiley & Sons, p. 144-155

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  93. Published

    Implementation of agents for connection admission control on an ATM testbed

    Bigham, J., Cuthbert, L., Hayzelden, A. & Luo, Z., 2000, On The Way to Information Society: Five Years of European ACTS Research on Intelligence in Services and Networks. IOS Press, p. 413-426

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  94. Published

    Intelligent agents for ATM network control and resource management: Experiences and results from an implementation on a network test bed

    Vayias, E., Soldatos, J. K., Bigham, J., Cuthbert, L. & Luo, Z., 2000, In : Journal of Network and Systems Management. 8, 3, p. 373-395

    Research output: Contribution to journalArticle

  95. 1999
  96. Published

    Flexible decentralised control of connection admission communications networks and the IMPACT of software agents

    Bigham, J., Cuthbert, L., Hayzelden, A. & Luo, Z., Nov 1999, Proceedings of IMPACT'99 .

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  97. Published

    Agent interaction for network resource management

    Bigham, J., Cuthbert, L., Hayzelden, A. & Luo, Z., Mar 1999, In : Interoperable Communication Networks Journal. 2, 1, p. 97-106

    Research output: Contribution to journalArticle

  98. Published

    A multi-agent based management system for future ATM networks

    Hayzelden, A., Bigham, J. & Luo, Z., 1999, Proceedings of the Fourth International Conference and Exhibition on the Practical Application of Intelligent Agents and Multi-Agents (PAAM'99). p. 179-192

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  99. Published

    A multi-agent based management system for service provider negotiation and charging

    Bigham, J., Cuthbert, L., Hayzelden, A. & Luo, Z., 1999, Proceedings of IFIP TC6 Workshop.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  100. Published

    Multi-agent interactions for an ATM management system (TeleMACS approach).

    Hayzelden, A., Bigham, J. & Luo, Z., 1999, Software Agents for Future Communications Systems. Hayzelden, A. L. G. & Bigham, J. (eds.). Springer-Verlag, p. 160-182

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  101. Published

    Multi-agent systems for resource management

    Bigham, J., Cuthbert, L., Hayzelden, A. & Luo, Z., 1999, 6th International Conference on Intelligence and Services in Networks, Also in Lecture Notes in Computer Science. Zuidweg, H., Campolargo, M., Delgado, J. & Mullery, A. (eds.). Springer-Verlag, Vol. 1597.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  102. Published

    Practical 'what-if?' modelling for resource management of corporate voice-data networks

    Pitts, J., Luo, Z. & Cosmas, J., 1999, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 3842. p. 132-141

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  103. Published

    Traffic control and resource management using a multi-agent system

    Luo, Z., Bigham, J., Cuthbert, L. & Hayzelden, A., 1999, Broadband Communications: Convergence of Network Technologies. Tsang, D. H. K. & Kuhn, P. J. (eds.). USA: Kluwer Academic Publishers, p. 595-606

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  104. 1998
  105. Published

    Selective, multi-level modelling for accelerated simulation of large, heterogeneous corporate telecommunications networks

    Pitts, J., Luo, Z., Nyong, D. & Cosmas, J., 1998, 15th IEE UK Teletraffic Symposium.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  106. 1997
  107. Published

    Identification of resource allocation trends in irregular ATM networks

    Cosmas, J., Pitts, J., Bocci, M., Luo, Z., Nyong, D. & Rai, S., Mar 1997, Proceeding of Fourth UKTS on Performance Modelling and Evaluation of ATM Networks. p. 24/1-24/12

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  108. 1996
  109. Published

    Exploiting uncertain and temporal information in correlation

    Bigham, J. & Luo, Z., 1996, Proceedings of the 6th International Conference Information Processing and the Management of Uncertainty (IPMU-96).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  110. 1995
  111. Published

    A cost bounded possibilistic ATMS

    Bigham, J., Luo, Z. & Banerjee, D., 1995, European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty, Lecture Notes in Computer Science . Froidevaux, C. & Kohlas, J. (eds.). Springer, Vol. 946. p. 52-59

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  112. Published

    Exact and approximate algorithms and their implementations in mixed graphical models

    Gammerman, A., Luo, Z., Aitken, C. & Brewer, M., 1995, Probabilistic Reasoning and Bayesian Belief Networks. Henley-on-Thames: Alfred Waller, p. 33-53

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  113. Published

    Process for diagnostic reasoning integrating uncertain and temporal information

    Bigham, J. & Luo, Z., 1995, In : IEE Proceedings Control Theory & Applications. p. 575-584

    Research output: Contribution to journalArticle

  114. 1994
  115. Published

    A cost bounded possibilistic ATMS

    Bigham, J., Luo, Z. & Banerjee, D., 1994, Proceedings of Expert Systems 94 . Bramer, M. A. & Macintosh, A. L. (eds.). p. 161-172

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  116. Published

    Approaches to integration of uncertain and temporal information in diagnostic reasoning

    Bigham, J., Luo, Z., Cayrac, D., Nordbo, I. & Bouyssounous, B., 1994, Proceedings of Information Processing and the Management of Uncertainty in Knowledge Based Systems. p. 250-255

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  117. Published

    Combining uncertain and temporal reasoning

    Ramparany, F., Lorquet, V., Bouyssounous, B., Bigham, J. & Luo, Z., 1994, Proceedings of Information Processing and Management of Uncertainty in Knowledge-based System. p. 256-261

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  118. Published

    Computational systems for mixed graphical models

    Gammerman, A., Luo, Z., Aitken, C. & Brewer, M., 1994, UNICOM Adaptive Computing and Information Processing Seminar . p. 143-163

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  119. Published

    Reasoning in time with uncertain information

    Ramparany, F., Lorquet, V., Bouyssounous, B., Bigham, J. & Luo, Z., 1994, IFAC/IFIP/IMACS Symposium on Artificial Intelligence in Real Time Control.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  120. Published

    Using multiple chains for Gibbs sampling in mixed graphical association models

    Brewer, M., Luo, Z. & Gammerman, A., 1994, Computational Statistics. p. 185-189

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  121. 1992
  122. Published

    Parameter Learning in Bayesian Belief Networks

    Luo, Z. & Gammerman, A., 1992, Proceeding of IPMU'92. p. 25-28

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  123. Published

    Probabilistic Reasoning in Mixed Models Using Bayesian Belief Networks and Its Application

    Luo, Z., 1992, Proceedings of 10th European Conference on Artificial Intelligence (ECAI 92),. p. 3-7

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  124. Published

    Stochastic simulation in mixed graphical association models

    Brewer, M., Aitken, C., Luo, Z. & Gammerman, A., 1992, Computational Statistics. Dodge, K. & Whittaker, F. (eds.). Vol. 1. p. 257-262

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  125. 1991
  126. Published

    PRESS - a probabilistic reasoning expert system shell

    Luo, Z. & Gammerman, A., 1991, European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty, Lecture Notes in Computer Science. Kruse, R. & Siegel, P. (eds.). Springer-Verlag, Vol. 548. p. 232-237

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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