1. 2018
  2. E-pub ahead of print

    Conformal Predictive Distributions with Kernels

    Vovk, V., Nouretdinov, I., Manokhin, V. & Gammerman, A. 23 Aug 2018 Braverman Readings in Machine Learning. Key Ideas from Inception to Current State - International Conference Commemorating the 40th Anniversary of Emmanuil Braverman’s Decease, Invited Talks. Springer-Verlag, Vol. 11100 LNAI, p. 103-121 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11100 LNAI)

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

  3. E-pub ahead of print

    Combination of inductive mondrian conformal predictors

    Toccaceli, P. & Gammerman, A. 22 Aug 2018 In : Machine Learning. p. 1-22 22 p.

    Research output: Contribution to journalArticle

  4. E-pub ahead of print

    Nonparametric predictive distributions based on conformal prediction

    Vovk, V., Shen, J., Manokhin, V. & Xie, M. 17 Aug 2018 In : Machine Learning. p. 1-30 30 p.

    Research output: Contribution to journalArticle

  5. 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

  6. Published

    Conformal predictive decision making

    Vovk, V. & Bendtsen, C. Jun 2018 Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Peeters, R. (eds.). Vol. 91, p. 52-62 11 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  7. 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

  8. Published

    Cross-conformal predictive distributions

    Vovk, V., Nouretdinov, I., Manokhin, V. & Gammerman, A. Jun 2018 Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Peeters, R. (eds.). Vol. 91, p. 37-51 15 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  9. Published

    Inductive Venn-Abers Predictive Distribution

    Nouretdinov, I., Volkhonskiy, D., Lim, P., Toccaceli, P. & Gammerman, A. Jun 2018 7th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2018). Vol. 91, p. 1-22 22 p. (Proceedings of Machine Learning Research)

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

  10. Published

    Robustness Against Unknown Noise for Raw Data Fusing Neural Networks

    Bijelic, M., Muench, C., Ritter, W., Kalnishkan, Y. & Dietmayer, K. 2018 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2018). IEEE Xplore

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

  11. 2017
  12. 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.. 8 p.

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

  13. 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. 8 p.

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

  14. Unpublished

    Aggregating Algorithm for Prediction of Packs

    Adamskiy, D., Bellotti, T., Dzhamtyrova, R. & Kalnishkan, Y. 23 Oct 2017

    Research output: Working paper

  15. Published

    Criteria of efficiency for set-valued classification

    Vovk, V., Nouretdinov, I., Fedorova, V., Petej, I. & Gammerman, A. Oct 2017 In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 21-46

    Research output: Contribution to journalArticle

  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, 1869

    Research output: Contribution to journalArticle

  17. E-pub ahead of print

    Conformal Prediction of Biological Activity of Chemical Compounds

    Toccaceli, P., Nouretdinov, I. & Gammerman, A. 16 Jun 2017 In : Annals of Mathematics and Artificial Intelligence. p. 1-19 19 p.

    Research output: Contribution to journalArticle

  18. Published

    Combination of Conformal Predictors for Classification

    Toccaceli, P. & Gammerman, A. 13 Jun 2017 Proceedings of Machine Learning Research. Lawrence, N. & Reid, M. (eds.). Vol. 60, p. 39-61 22 p. (The Proceedings of Machine Learning Research; vol. 60)

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

  19. E-pub ahead of print

    The role of measurability in game-theoretic probability

    Vovk, V. 7 Jun 2017 In : Finance and Stochastics.

    Research output: Contribution to journalArticle

  20. Published

    Inductive Conformal Martingales for Change-Point Detection

    Volkhonskiy, D., Burnaev, E., Nouretdinov, I., Gammerman, A. & Vovk, V. 2 Jun 2017 6th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2017). p. 132-135

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

  21. Forthcoming

    Valid Probabilistic Prediction of Life Status after Percutaneous Coronary Intervention procedure

    Volkhonskiy, D., Nouretdinov, I., Gammerman, A. & Lim, P. 11 May 2017 6th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2017).

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

  22. E-pub ahead of print

    Universal probability-free prediction

    Vovk, V. & Pavlovic, D. 19 Apr 2017 In : Annals of Mathematics and Artificial Intelligence. p. 1-24 24 p.

    Research output: Contribution to journalArticle

  23. 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. 1-8 8 p., 025104

    Research output: Contribution to journalArticle

  24. Published

    Dynamic route prediction with the magnetic field strength for indoor positioning

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

    Research output: Contribution to journalArticle

  25. Forthcoming

    Nonparametric predictive distributions based on conformal prediction

    Vovk, V., Shen, J., Manokhin, V. & Xie, M. 2017 Proceedings of COPA 2016 (Sixth Symposium on Conformal and Probabilistic Prediction and Applications). Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z. & Papadopoulos, H. (eds.). Vol. 60, p. 82 21 p. 102

    Research output: Chapter in Book/Report/Conference proceedingChapter

  26. Published

    Purely pathwise probability-free Ito integral

    Vovk, V. 2017 In : Matematychni Studii. 46, 1, p. 96-110 15 p.

    Research output: Contribution to journalArticle

  27. 2016
  28. Published

    Prescience: Probabilistic Guidance on the Retraining Conundrum for Malware Detection

    Deo, A., Dash, S., Suarez de Tangil Rotaeche, G., Vovk, V. & Cavallaro, L. 28 Oct 2016 ACM Workshop on Artificial Intelligence and Security. Vienna, Austria: ACM, p. 71-82 12 p.

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

  29. Published

    Aggregation Algorithm vs. Average For Time Series Prediction

    Jamil, W., Kalnishkan, Y. & Bouchachia, H. 23 Sep 2016 Proceedings of the ECML PKDD 2016 Workshop on Large-scale Learning from Data Streams in Evolving Environments, STREAMEVOLV-2016.

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

  30. Published

    An Upper Bound for Aggregating Algorithm for Regression with Changing Dependencies

    Kalnishkan, Y. 21 Sep 2016 Algorithmic Learning Theory : 27th International Conference, ALT 2016, Bari, Italy, October 19-21, 2016, Proceedings. Springer International Publishing, Vol. 9925, p. 238-252 15 p. (Lecture Notes in Computer Science; vol. 9925)

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

  31. E-pub ahead of print

    IBC-C: A Dataset for Armed Conflict Event Analysis

    Zukov Gregoric, A., Veyhe, B. & Luo, Z. 1 Aug 2016 The Annual Meeting of the Association for Computational Linguistics (ACL) 2016: Aug 7 to 12th 2016. p. 374 379 p.

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

  32. 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, 13 p.

    Research output: Contribution to journalArticle

  33. Published

    Internet discussion forums: Maximizing choice in health-seeking behaviour during public health emergencies

    Cole, J., Kleine, D. & Watkins, C. 13 Jun 2016 2016 International Conference On Cyber Situational Awareness, Data Analytics And Assessment (CyberSA). Onwubiko, C. (ed.). London: IEEE, p. 99 104 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  34. Published

    Conformal Predictors for Compound Activity Prediction

    Toccaceli, P., Nouretdinov, I. & Gammerman, A. 17 Apr 2016 Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Springer, Vol. 9653, p. 51-66 16 p. (Lecture Notes in Computer Science; vol. 9653)

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

  35. Published

    Criteria of Efficiency for Conformal Prediction

    Vovk, V., Fedorova, V., Nouretdinov, I. & Gammerman, A. 17 Apr 2016 Conformal and Probabilistic Prediction with Applications: 5th International Symposium, COPA 2016 Madrid, Spain, April 20–22, 2016 Proceedings. Springer, Vol. 9653, p. 23-39 17 p. (Lecture Notes in Computer Science; vol. 9653)

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

  36. Published

    Universal probability-free conformal prediction

    Vovk, V. & Pavlovic, D. 17 Apr 2016 Proceedings of COPA 2016: Fifth Symposium on Conformal and Probabilistic Prediction with Applications. Springer, Vol. 9653, p. 40-47 8 p.

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

  37. E-pub ahead of print

    Specialist Experts for Prediction with Side Information

    Kalnishkan, Y., Adamskiy, D., Chernov, A. & Scarfe, T. 4 Feb 2016 2015 IEEE International Conference on Data Mining Workshop (ICDMW). IEEE, p. 1470-1477 8 p.

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

  38. 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

  39. Published

    Health Advice from Internet Discussion Forums: How Bad is Dangerous?

    Cole, J., Watkins, C. & Kleine, D. 6 Jan 2016 In : Journal of Medical Internet Research. 18, 1, p. 1-15 15 p.

    Research output: Contribution to journalArticle

  40. 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

  41. Unpublished
  42. 2015
  43. Published

    Hypergraphical Conformal Predictors

    Fedorova, V., Gammerman, A., Nouretdinov, I. & Vovk, V. 21 Dec 2015 In : International Journal on Artificial Intelligence Tools. 24, 6, 1560003

    Research output: Contribution to journalArticle

  44. Published

    Transductive Conformal Prediction

    Vovk, V. 21 Dec 2015 In : International Journal on Artificial Intelligence Tools. 24, 6, 1560001

    Research output: Contribution to journalArticle

  45. Published

    International employees’ concerns during serious disease outbreaks and the potential impact on business continuity: Lessons identified from the 2014–15 West African Ebola outbreak

    Cole, J. & Watkins, C. 1 Dec 2015 In : Journal of Business Continuity and Emergency Planning. 9, 2, p. 149-162 14 p.

    Research output: Contribution to journalArticle

  46. Published

    The Fundamental Nature of the Log Loss Function

    Vovk, V. 5 Sep 2015 Lecture Notes in Computer Science. Beklemishev, L., Blass, A., Dershowitz, N., Finkbeiner, B. & Schulte, W. (eds.). Cham: Springer, Vol. 9300, p. 307-318 12 p. (Lecture Notes in Computer Science; vol. 9300)

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

  47. Published

    Alexey Chervonenkis's bibliography: Introductory comments

    Gammerman, A. & Vovk, V. Sep 2015 In : Journal of Machine Learning Research. 16, p. 2051-2066 16 p.

    Research output: Contribution to journalEditorial

  48. Published

    Preface to this Special Issue

    Gammerman, A. & Vovk, V. Sep 2015 In : Journal of Machine Learning Research. 16, p. 1677-1681 5 p.

    Research output: Contribution to journalEditorial

  49. 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. 1 Jun 2015 In : Annals of Mathematics and Artificial Intelligence. 74, 1, p. 203-222 20 p.

    Research output: Contribution to journalArticle

  50. Published

    Ito calculus without probability in idealized financial markets

    Vovk, V. 15 May 2015 In : Lithuanian Mathematical Journal. 55, 2, p. 270-290 21 p.

    Research output: Contribution to journalArticle

  51. Published

    Conformal Clustering and Its Application to Botnet Traffic

    Cherubin, G., Nouretdinov, I., Gammerman, A., Jordaney, R., Wang, Z., Papini, D. & Cavallaro, L. 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, Vol. 9047, p. 313-322 10 p. (Lecture Notes in Computer Science)

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

  52. Published

    A Comparison of Three Implementations of Multi-Label Conformal Prediction

    Wang, H., Liu, X., Nouretdinov, I. & Luo, Z. 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.). Vol. 9047, p. 251--259 9 p.

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

  53. Published

    Alexey Chervonenkis's bibliography

    Gammerman, A. & Vovk, V. 2015 In : Journal of Machine Learning Research. 16, p. 2067-2080

    Research output: Contribution to journalEditorial

  54. Published

    Conformal Anomaly Detection of Trajectories with a Multi-class Hierarchy

    Smith, J., Nouretdinov, I., Craddock, R., Offer, C. & Gammerman, A. 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.). Vol. 9047, p. 281-290 10 p.

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

  55. Published

    Immune tolerance maintained by cooperative interactions between T cells and antigen presenting cells shapes a diverse TCR repertoire

    Best, K., Chain, B. & Watkins, C. 2015 In : Frontiers in Immunology. 6, 360, p. 1-14 14 p., doi: 10.3389/fimmu.2015.00360

    Research output: Contribution to journalArticle

  56. 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

  57. Published

    Large-scale probabilistic predictors with and without guarantees of validity

    Vovk, V., Petej, I. & Fedorova, V. 2015 Advances in Neural Information Processing Systems 28: Proceedings of NIPS 2015. Curran Associates, p. 892 - 900 9 p.

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

  58. Published

    Predictive Complexity for Games with Finite Outcome Spaces

    Kalnishkan, Y. 2015 Measures of Complexity: Festschrift for Alexey Chervonenkis. Vovk, V., Papadopoulos, H. & Gammerman, A. (eds.). Springer-Verlag, p. 117-139 23 p. 8

    Research output: Chapter in Book/Report/Conference proceedingChapter

  59. 2014
  60. 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

  61. Published

    Generalised Entropies and Asymptotic Complexities of Languages

    Kalnishkan, Y., Vyugin, M. V. & Vovk, V. Oct 2014 In : Information and Computation. 237, p. 101–141

    Research output: Contribution to journalArticle

  62. Published

    Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction

    Smith, J., Nouretdinov, I., Craddock, R., Offer, C. & Gammerman, A. 19 Sep 2014 Artificial Intelligence Applications and Innovations: AIAI2014 Workshops. Rhodes, Greece: Springer, p. 271-280 10 p.

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

  63. Published

    Biomedical Applications: Diagnostic and Prognostic

    Nouretdinov, I., Bellotti, T. & Gammerman, A. 2014 Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications. Balasubramanian, V., Ho, S-S. & Vovk, V. (eds.). Elsevier, p. 217-230 14 p. 11

    Research output: Chapter in Book/Report/Conference proceedingChapter

  64. Published

    Feature Selection

    Bellotti, T., Nouretdinov, I., Yang, M. & Gammerman, A. 2014 Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications. Balasubramanian, V., Ho, S-S. & Vovk, V. (eds.). Elsevier, p. 115-130 16 p. 6

    Research output: Chapter in Book/Report/Conference proceedingChapter

  65. 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

  66. 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

  67. 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

  68. 2013
  69. 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

  70. Published

    Conformal prediction under hypergraphical models

    Fedorova, V., Gammerman, A., Nouretdinov, I. & Vovk, V. Oct 2013 The 9th Artificial Intelligence Applications and Innovations Conference (AIAI): 2nd Workshop on Conformal Prediction and its Applications. p. 371-383 13 p.

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

  71. 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

  72. Published

    Social Technologies for Community Response to Epidemics

    Cole, J. & Watkins, C. Aug 2013 Tackling Antimicrobial Resistance - Identifying Future Research Themes: Proceedings of the Conference Tackling Antimicrobial Resistance, 6 February 2013. London: Royal United Services Institute, p. 65-73 9 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  73. Published

    Conditional validity of inductive conformal predictors

    Vovk, V. 5 Jul 2013 In : Machine Learning. 92, 2-3, p. 349 - 376 28 p.

    Research output: Contribution to journalArticle

  74. 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

  75. Published

    An identity for kernel ridge regression

    Zhdanov, F. & Kalnishkan, Y. 18 Feb 2013 In : Theoretical Computer Science. 473, p. 157-178

    Research output: Contribution to journalArticle

  76. Published

    Guest Editors’ foreword

    Hutter, M., Stefan, F., Vovk, V. & Zeugmann, T. 18 Feb 2013 In : Theoretical Computer Science. 473, p. 1-3 3 p.

    Research output: Contribution to journalEditorial

  77. 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

  78. 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

  79. Published

    A long-range self-similarity approach to segmenting DJ mixed music streams

    Scarfe, T., Koolen, W. M. & Kalnishkan, Y. 2013 Artificial Intelligence Applications and Innovations: Proceedings of the 9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 – October 2, 2013. Papadopoulos, H., Andreou, A. S., Iliadis, L. & Maglogiannis, I. (eds.). Springer, p. 235-244 10 p. (IFIP Advances in Information and Communication Technology; vol. 412)

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

  80. 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

  81. Unpublished
  82. Forthcoming

    Ward's Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward's Criterion?

    Murtagh, F. & Legendre, P. 2013 In : Journal of Classification.

    Research output: Contribution to journalArticle

  83. 2012
  84. Published

    Combining p-values via averaging

    Vovk, V. 20 Dec 2012 7 p.

    Research output: Working paper

  85. Published

    Conditional validity of inductive conformal predictors

    Vovk, V. 17 Nov 2012 In : JMLR: Workshop and Conference Proceedings. 25, p. 475-490 16 p.

    Research output: Contribution to journalArticle

  86. Published

    Venn predictors and isotonic regression

    Vovk, V. 31 Oct 2012 4 p.

    Research output: Working paper

  87. Published

    Inductive conformal predictors in the batch mode

    Vovk, V. 12 Sep 2012

    Research output: Working paper

  88. Unpublished

    A History of Cluster Analysis Using the Classification Society's Bibliography Over Four Decades

    Murtagh, F. & J. Kurtz, M. 1 Sep 2012 In : NA.

    Research output: Contribution to journalArticle

  89. 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

  90. Published

    Generalized entropies and asymptotic complexities of languages

    Kalnishkan, Y., Vyugin, M. V. & Vovk, V. Sep 2012 Proceedings of the Fifth Workshop on Information-Theoretic Methods in Science and Engineering. de Rooij, S., Kotlowski, W., Rissanen, J., Millimaki, P., T. R. & Yamanishi, K. (eds.). Amsterdam: CWI, p. 44-47 4 p.

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

  91. Published

    Informational and computation efficiency of set predictors

    Vovk, V. Sep 2012 Proceedings of the Fifth Workshop on Information-Theoretic Methods in Science and Engineering. de Rooij, S., Kotlowski, W., Rissanen, J., Millimaki, P., T. R. & Yamanishi, K. (eds.). Amsterdam: CWI, p. 48-51 4 p.

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

  92. Published

    Reliable Probability Estimates Based on Support Vector Machines for Large Multiclass Datasets

    Lambrou, A., Papadopoulos, H., Nouretdinov, I. & Gammerman, A. Sep 2012 Artificial Intelligence Applications and Innovations - AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB, Proceedings.. Halkidiki, Greece, Vol. II, p. 182-191 10 p.

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

  93. 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

  94. Published

    Cross-conformal predictors

    Vovk, V. 3 Aug 2012

    Research output: Working paper

  95. Published

    Universal Algorithms for Probability Forecasting

    Zhdanov, F. & Kalnishkan, Y. Aug 2012 In : International Journal on Artificial Intelligence Tools. 21, 4, 1240015

    Research output: Contribution to journalArticle

  96. Published

    Valid predictions with confidence estimation in an air pollution problem.

    Ivina, O., Nouretdinov, I. & Gammerman, A. 17 Jun 2012 In : Progress in Artificial Intelligence. 1, p. 235-243 9 p.

    Research output: Contribution to journalArticle

  97. Published

    Testing and Clustering with Gauss Linear Assumption for a Household Data

    Fedorova, V., Ivin, E., Nouretdinov, I. & Gammerman, A. 7 May 2012 SLDS 2012: Symposium on Learning and Data Science

    Research output: Other contribution

  98. Published

    Plug-in martingales for testing exchangeability on-line

    Fedorova, V., Gammerman, A., Nouretdinov, I. & Vovk, V. 15 Apr 2012 17 p.

    Research output: Working paper

  99. In preparation

    The Future of Search and Discovery in Big Data Analytics Ultrametric Information Spaces: Ultrametric Information Spaces

    Murtagh, F. & Contreras, P. 15 Feb 2012 In : NA.

    Research output: Contribution to journalArticle

  100. Published

    Ultrametric Model of Mind, I Review

    Murtagh, F. 13 Jan 2012 In : p-Adic Numbers, Ultrametric Analysis and Applications.

    Research output: Contribution to journalArticle

  101. Published

    Ultrametric Model of Mind, II: Application to Text Content Analysis

    Murtagh, F. 13 Jan 2012 In : p-Adic Numbers, Ultrametric Analysis and Applications.

    Research output: Contribution to journalArticle

  102. 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

  103. Forthcoming

    A closer look at adaptive regret

    Adamskiy, M., Koolen, W., Chernov, A. & Vovk, V. 2012 Proceedings of the Twenty Third International Conference on Algorithmic Learning Theory. Bshouty, N., Stoltz, G., Vayatis, N. & Zeugmann, T. (eds.). Berlin: Springer, Vol. 7568, p. 290 - 304 15 p. (Lecture Notes in Artificial Intelligence)

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

  104. Forthcoming

    Buy low, sell high

    Koolen, W. & Vovk, V. 2012 Proceedings of the Twenty Third International Conference on Algorithmic Learning Theory. Bshouty, N., Stoltz, G., Vayatis, N. & Zeugmann, T. (eds.). Berlin: Springer, Vol. 7568, p. 335 - 349 15 p. (Lecture Notes in Artificial Intelligence)

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

  105. 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

  106. Published

    Continuous-time trading and the emergence of probability

    Vovk, V. 2012 In : Finance and Stochastics. 16, 4, p. 561 - 609

    Research output: Contribution to journalArticle

  107. Forthcoming
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