1. 2020
  2. Published

    Anomaly Detection in Video Games

    Wilkins, B., Watkins, C. & Stathis, K., 20 May 2020, In : ArXiv.org. p. 1-4 4 p., 2005.10211.

    Research output: Contribution to journalArticle

  3. 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

  4. 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

  5. Published

    Structuring Time Series Data to Gain Insight into Agent Behaviour

    Al-Baghdadi, N., Wisniewski, W., Lindsay, D., Lindsay, S., Kalnishkan, Y. & Watkins, C., 24 Feb 2020, Proceedings of the 3rd International Workshop on Big Data for Financial News and Data. IEEE, p. 5480-5490 11 p.

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

  6. 2019
  7. E-pub ahead of print

    Computationally efficient versions of conformal predictive distributions

    Vovk, V., Petej, I., Nouretdinov, I., Manokhin, V. & Gammerman, A., 2 Dec 2019, In : Neurocomputing. p. 1-17 17 p.

    Research output: Contribution to journalArticle

  8. Forthcoming

    Combining p-values via averaging

    Vovk, V. & Wang, R., 30 Oct 2019, (Accepted/In press) In : Biometrika.

    Research output: Contribution to journalArticle

  9. 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

  10. Published

    Aggregating Algorithm for prediction of packs

    Adamskiy, D., Bellotti, T., Dzhamtyrova, R. & Kalnishkan, Y., Sep 2019, In : Machine Learning. 108, 8-9, p. 1231-1260 30 p.

    Research output: Contribution to journalArticle

  11. 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

  12. Published

    Test statistics and p-values

    Gurevich, Y. & Vovk, V., 29 Aug 2019, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z. & Smirnov, E. (eds.). Vol. 105. p. 89-104 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  13. Published

    Universally consistent conformal predictive distributions

    Vovk, V., 29 Aug 2019, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z. & Smirnov, E. (eds.). Vol. 105. p. 105-122 18 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  14. 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

  15. E-pub ahead of print

    Explaining Deep Learning Models with Constrained Adversarial Examples

    Moore, J., Hammerla, N. & Watkins, C., 23 Aug 2019, Pacific Rim International Conference on Artificial Intelligence. Springer, p. 43-56 14 p. (Lecture Notes in Computer Science; vol. 11670).

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

  16. Published

    Game-Theoretic Foundations for Probability and Finance

    Shafer, G. & Vovk, V., Jun 2019, Wiley. 480 p. (Wiley Series in Probability and Statistics)

    Research output: Book/ReportBook

  17. Published

    Combination of inductive mondrian conformal predictors

    Toccaceli, P. & Gammerman, A., Mar 2019, In : Machine Learning. 108, 3, p. 489–510 22 p.

    Research output: Contribution to journalArticle

  18. Published

    Nonparametric predictive distributions based on conformal prediction

    Vovk, V., Shen, J., Manokhin, V. & Xie, M., Mar 2019, In : Machine Learning. 108, 3, p. 445-474 30 p.

    Research output: Contribution to journalArticle

  19. In preparation

    An evolutionary model that satisfies detailed balance

    Lember, J. & Watkins, C., 27 Feb 2019, (In preparation) In : ArXiv.org.

    Research output: Contribution to journalArticle

  20. 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

  21. 2018
  22. Published

    Robustness Against Unknown Noise for Raw Data Fusing Neural Networks

    Bijelic, M., Muench, C., Ritter, W., Kalnishkan, Y. & Dietmayer, K., Dec 2018, 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2018). IEEE Xplore, p. 1-8 8 p.

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

  23. 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

  24. 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 . 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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. 15-36 22 p. (Proceedings of Machine Learning Research).

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

  30. 2017
  31. 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

  32. 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

  33. Unpublished

    Aggregating Algorithm for Prediction of Packs

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

    Research output: Working paper

  34. Published

    Conformal prediction of biological activity of chemical compounds

    Toccaceli, P., Nouretdinov, I. & Gammerman, A., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 105–123 19 p.

    Research output: Contribution to journalArticle

  35. 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 26 p.

    Research output: Contribution to journalArticle

  36. Published

    Universal probability-free prediction

    Vovk, V. & Pavlovic, D., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 1-24 24 p.

    Research output: Contribution to journalArticle

  37. 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

  38. Published

    The role of measurability in game-theoretic probability

    Vovk, V., Jul 2017, In : Finance and Stochastics. 21, 3, p. 719–739 21 p.

    Research output: Contribution to journalArticle

  39. 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 23 p. (The Proceedings of Machine Learning Research; vol. 60).

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

  40. Published

    Valid Probabilistic Prediction of Life Status after Percutaneous Coronary Intervention procedure

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

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

  41. 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

  42. 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

  43. Published

    Inductive Conformal Martingales for Change-Point Detection

    Volkhonskiy, D., Burnaev, E., Nouretdinov, I., Gammerman, A. & Vovk, V., 2017, 6th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2017). p. 1-22 22 p.

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

  44. Published

    Nonparametric predictive distributions based on conformal prediction

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

    Research output: Chapter in Book/Report/Conference proceedingChapter

  45. 2016
  46. 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

  47. 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. p. 1-14 14 p.

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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. Published

    An Upper Bound for Aggregating Algorithm for Regression with Changing Dependencies

    Kalnishkan, Y., 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

  57. Published

    Purely pathwise probability-free Ito integral

    Vovk, V., 2016, In : Matematychni Studii. 46, 1, p. 96-110 15 p.

    Research output: Contribution to journalArticle

  58. Unpublished
  59. Published

    Specialist Experts for Prediction with Side Information

    Kalnishkan, Y., Adamskiy, D., Chernov, A. & Scarfe, T., 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

  60. Published

    Universal Probability-Free Conformal Prediction

    Vovk, V. & Pavlovic, D., 2016, Proceedings of COPA 2016: Fifth Symposium on Conformal and Probabilistic Prediction with Applications. Springer, Vol. 9653. p. 40-47 8 p. (Lecture Notes in Computer Science; vol. 9653).

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

  61. 2015
  62. 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

  63. Published

    Transductive Conformal Prediction

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

    Research output: Contribution to journalArticle

  64. Published

    Large-scale probabilistic predictors with and without guarantees of validity

    Vovk, V., Petej, I. & Fedorova, V., 7 Dec 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

  65. 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

  66. E-pub ahead of print

    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

  67. 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

  68. Published

    Alexey Chervonenkis's Bibliography

    Gammerman, A. & Vovk, V., Sep 2015, In : Journal of Machine Learning Research. 16, p. 2067-2080 14 p.

    Research output: Contribution to journalEditorial

  69. 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

  70. E-pub ahead of print

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

    Best, K., Chain, B. & Watkins, C., 7 Aug 2015, In : Frontiers in Immunology. 6, p. 1-14 14 p., 360.

    Research output: Contribution to journalArticle

  71. Published

    Efficient Sampling with Small Populations: a Genetic Algorithm Satisfying Detailed Balance

    Watkins, C. & Buttkewitz, Y., 11 Jul 2015, Gecco Companion '15: Proceedings of the Companion Publication of the 2015 Genetic and Evolutionary Computation Conference. p. 1517-1518 2 p.

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

  72. 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

  73. E-pub ahead of print

    Itô 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

  74. 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

  75. Published

    Conformal Anomaly Detection of Trajectories with a Multi-class Hierarchy

    Smith, J., Nouretdinov, I., Craddock, R., Offer, C. & Gammerman, A., 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. 281-290 10 p. (Lecture Notes in Computer Science; vol. 9047).

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

  76. 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, p. 313-322 10 p. (Lecture Notes in Computer Science; vol. 9047).

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

  77. 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

  78. 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, p. 117-139 23 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  79. 2014
  80. 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

  81. 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

  82. 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

  83. 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

  84. 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

  85. 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

  86. 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

  87. 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

  88. 2013
  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

  101. Unpublished

    Merging Time Series with Specialist Experts

    Scarfe, T. & Kalnishkan, Y., 2013, (Unpublished) 16 p.

    Research output: Working paper

  102. Forthcoming

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

    Murtagh, F. & Legendre, P., 2013, (Accepted/In press) In : Journal of Classification.

    Research output: Contribution to journalArticle

  103. 2012
  104. 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

  105. Published

    Venn predictors and isotonic regression

    Vovk, V., 31 Oct 2012, 4 p.

    Research output: Working paper

  106. Published

    Inductive conformal predictors in the batch mode

    Vovk, V., 12 Sep 2012.

    Research output: Working paper

  107. Unpublished

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

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

    Research output: Contribution to journalArticle

  108. 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

  109. 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

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