1. 2021
  2. Published

    Conformal Changepoint Detection in Continuous Model Situations

    Nouretdinov, I., Vovk, V. & Gammerman, A., 10 Sep 2021, 1 p. COPA 2021 : 10th Symposium on Conformal and Probabilistic Prediction with Applications.

    Research output: Other contribution

  3. Published

    E-values: Calibration, combination, and applications

    Vovk, V. & Wang, R., 9 Aug 2021, In: The Annals of Statistics. 49, 3, p. 1736-1754 19 p.

    Research output: Contribution to journalArticlepeer-review

  4. E-pub ahead of print

    Privacy Boundary Determination of Smart Meter Data Using an Artificial Intelligence Adversary

    Zhang, X., Watkins, C., Cheong Took, C. & Kuenzel, S., 14 Jul 2021, (E-pub ahead of print) In: International Transactions on Electrical Energy Systems.

    Research output: Contribution to journalArticlepeer-review

  5. Forthcoming

    Admissible ways of merging p-values under arbitrary dependence

    Vovk, V., Wang, B. & Wang, R., 15 Jun 2021, (Accepted/In press) In: The Annals of Statistics.

    Research output: Contribution to journalArticlepeer-review

  6. Forthcoming

    Universal predictive systems

    Vovk, V., 5 May 2021, (Accepted/In press) In: Pattern Recognition.

    Research output: Contribution to journalArticlepeer-review

  7. Forthcoming

    Conformal testing in a binary model situation

    Vovk, V., 2021, (Accepted/In press) Proceedings of Machine Learning Research. Carlsson, L., Luo, Z., Cherubin, G. & Nguyen, K. (eds.). Vol. 152. 20 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  8. Published

    Retrain or not retrain: Conformal test martingales for change-point detection

    Vovk, V., Petej, I., Nouretdinov, I., Ahlberg, E., Carlsson, L. & Gammerman, A., 2021, Proceedings of Machine Learning Research. Carlsson, L., Luo, Z., Cherubin, G. & Nguyen, K. (eds.). Vol. 152. 19 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  9. 2020
  10. Published

    An evolutionary model that satisfies detailed balance

    Lember, J. & Watkins, C., 9 Nov 2020, In: Methodology and Computing in Applied Probability. 37 p.

    Research output: Contribution to journalArticlepeer-review

  11. Forthcoming

    Testing randomness online

    Vovk, V., 15 Oct 2020, (Accepted/In press) In: Statistical Science.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    Feeder-Level Deep Learning-based Photovoltaic Penetration Estimation Scheme

    Zhang, X., Kuenzel, S. & Watkins, C., 13 Oct 2020.

    Research output: Contribution to conferencePaperpeer-review

  13. E-pub ahead of print

    Epidemic contact tracing with smartphone sensors

    Nguyen, D. K. A., Luo, Z. & Watkins, C., 1 Sep 2020, (E-pub ahead of print) In: Journal of Location Based Services. 37 p.

    Research output: Contribution to journalArticlepeer-review

  14. Published

    Conformal calibration

    Vovk, V., Petej, I., Toccaceli, P., Gammerman, A., Ahlberg, E. & Carlsson, L., Sep 2020, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Cherubin, G. (eds.). Vol. 128. p. 84-99 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  15. Published

    Training conformal predictors

    Colombo, N. & Vovk, V., Sep 2020, Proceedings of Machine Learning Research. Gammerman, A., Vovk, V., Luo, Z., Smirnov, E. & Cherubin, G. (eds.). Vol. 128. p. 55-64 10 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  16. Published

    Conformal anomaly detection for visual reconstruction using gestalt principles

    Nouretdinov, I., Balinsky, A. & Gammerman, A., 21 Aug 2020, Proceedings of the Ninth Symposium on Conformal and Probabilistic Prediction and Applications. Vol. 128. p. 151-170 20 p.

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

  17. Published

    Computationally efficient versions of conformal predictive distributions

    Vovk, V., Petej, I., Nouretdinov, I., Manokhin, V. & Gammerman, A., 15 Jul 2020, In: Neurocomputing. 397, p. 292-308 17 p.

    Research output: Contribution to journalArticlepeer-review

  18. Published

    What is semantic diversity and why does it facilitate visual word recognition?

    Cevoli, B., Watkins, C. & Rastle, K., 14 Jul 2020, In: Behavior Research Methods. p. 1-17 17 p.

    Research output: Contribution to journalArticlepeer-review

  19. Published

    Silent speech decoding using spectrogram features based on neuromuscular activities

    Wang, Y., Zhang, M., Wu, R., Gao, H., Yang, M., Luo, Z. & Li, G., 11 Jul 2020, In: Brain Sciences. 10, 7, p. 1-14 14 p., 442.

    Research output: Contribution to journalArticlepeer-review

  20. Published

    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., 1 Jul 2020, In: Measurement. 158, p. 1-10 10 p., 107588.

    Research output: Contribution to journalArticlepeer-review

  21. Published

    On Generating Efficient Data Summaries for Logistic Regression: A Coreset-based Approach

    Riquelme Granada, N., Nguyen, D. K. A. & Luo, Z., Jul 2020, 9th International Conference on Data Science, Technology and Applications (DATA 2020). Vol. 1. p. 78-89 12 p.

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

  22. Published

    Transatlantic Perspectives on the Use of Data Science in Museums and Heritage

    Platts, H., Howard, D., Dalton, P. & Watkins, C., Jul 2020, UK Research and Innovation.

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

  23. Published

    Privacy-Functionality Trade-off: A Privacy-Preserving Multi-Channel Smart Metering System

    Zhang, X., Kuenzel, S., Córdoba-Pachón, J-R. & Watkins, C., 21 Jun 2020, In: Energies. 13, 12, p. 1-30 30 p., 3221.

    Research output: Contribution to journalArticlepeer-review

  24. Published

    Combining p-values via averaging

    Vovk, V. & Wang, R., 11 Jun 2020, In: Biometrika. 107, 4, p. 791-808 18 p., asaa027.

    Research output: Contribution to journalArticlepeer-review

  25. 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

  26. 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, (E-pub ahead of print) In: Journal of Neural Engineering. 12 p.

    Research output: Contribution to journalArticlepeer-review

  27. 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

  28. Published

    Fast probabilistic prediction for kernel SVM via enclosing balls

    Riquelme-Granada, N., Nguyen, D. K. A. & Luo, Z., 2020, Proceedings of Machine Learning Research: Proceedings of the Ninth Symposium on Conformal and Probabilistic Prediction and Applications. Vol. 128. p. 189-208 20 p.

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

  29. 2019
  30. 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. 19, 19, p. 1-26 26 p., 4184.

    Research output: Contribution to journalArticlepeer-review

  31. Published

    Aggregating Algorithm for prediction of packs

    Adamskiy, D., Bellotti, A., Dzhamtyrova, R. & Kalnishkan, Y., 15 Sep 2019, In: Machine Learning. 108, 8-9, p. 1231-1260 30 p.

    Research output: Contribution to journalArticlepeer-review

  32. 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

  33. 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

  34. 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

  35. 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

  36. E-pub ahead of print

    Explaining Deep Learning Models with Constrained Adversarial Examples

    Moore, J., Hammerla, N. & Watkins, C., 23 Aug 2019, (E-pub ahead of print) 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

  37. 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

  38. Published

    Combination of inductive mondrian conformal predictors

    Toccaceli, P. & Gammerman, A., 15 Mar 2019, In: Machine Learning. 108, p. 489–510 22 p.

    Research output: Contribution to journalArticlepeer-review

  39. Published

    Nonparametric predictive distributions based on conformal prediction

    Vovk, V., Shen, J., Manokhin, V. & Xie, M., 15 Mar 2019, In: Machine Learning. 108, p. 445-474 30 p.

    Research output: Contribution to journalArticlepeer-review

  40. 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. 19, 4, p. 1-15 15 p., 964.

    Research output: Contribution to journalArticlepeer-review

  41. 2018
  42. 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

  43. 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

  44. E-pub ahead of print

    Conformal Predictive Distributions with Kernels

    Vovk, V., Nouretdinov, I., Manokhin, V. & Gammerman, A., 23 Aug 2018, (E-pub ahead of print) 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

  45. E-pub ahead of print

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

    Wong, T. & Luo, Z., 27 Jul 2018, (E-pub ahead of print) 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 2017
  51. 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

  52. 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

  53. 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, p. 105–123 19 p.

    Research output: Contribution to journalArticlepeer-review

  54. 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, p. 21-46 26 p.

    Research output: Contribution to journalArticlepeer-review

  55. 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 journalArticlepeer-review

  56. 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 journalArticlepeer-review

  57. 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 journalArticlepeer-review

  58. 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

  59. 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

  60. E-pub ahead of print

    Dynamic route prediction with the magnetic field strength for indoor positioning

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

    Research output: Contribution to journalArticlepeer-review

  61. 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 journalArticlepeer-review

  62. 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

  63. 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

  64. 2016
  65. 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

  66. 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

  67. E-pub ahead of print

    IBC-C: A Dataset for Armed Conflict Event Analysis

    Zukov Gregoric, A., Veyhe, B. & Luo, Z., Aug 2016, (E-pub ahead of print) 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

  68. 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 journalArticlepeer-review

  69. 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

  70. 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

  71. 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

  72. 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, p. 1-18 18 p., 60.

    Research output: Contribution to journalArticlepeer-review

  73. 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., e4.

    Research output: Contribution to journalArticlepeer-review

  74. 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, (E-pub ahead of print) In: Analytical Methods. p. 1-9 9 p.

    Research output: Contribution to journalArticlepeer-review

  75. 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

  76. Published

    Purely pathwise probability-free Ito integral

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

    Research output: Contribution to journalArticlepeer-review

  77. Unpublished
  78. 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

  79. 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

  80. 2015
  81. 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 journalArticlepeer-review

  82. Published

    Transductive Conformal Prediction

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

    Research output: Contribution to journalArticlepeer-review

  83. Published

    Large-scale probabilistic predictors with and without guarantees of validity

    Vovk, V., Petej, I. & Fedorova, V., 7 Dec 2015, NIPS'15: Proceedings of the 28th International Conference on Neural Information Processing Systems. MIT Press, Vol. 1. p. 892-900 9 p.

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

  84. 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 journalArticlepeer-review

  85. E-pub ahead of print

    The Fundamental Nature of the Log Loss Function

    Vovk, V., 5 Sep 2015, (E-pub ahead of print) 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

  86. E-pub ahead of print

    Predictive Complexity for Games with Finite Outcome Spaces

    Kalnishkan, Y., 4 Sep 2015, (E-pub ahead of print) 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

  87. 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

  88. 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

  89. 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

  90. 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, (E-pub ahead of print) In: Frontiers in Immunology. 6, p. 1-14 14 p., 360.

    Research output: Contribution to journalArticlepeer-review

  91. 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

  92. 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 journalArticlepeer-review

  93. E-pub ahead of print

    Itô Calculus without Probability in Idealized Financial Markets

    Vovk, V., 15 May 2015, (E-pub ahead of print) In: Lithuanian Mathematical Journal. 55, 2, p. 270-290 21 p.

    Research output: Contribution to journalArticlepeer-review

  94. 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

  95. 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

  96. 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

  97. 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 journalArticlepeer-review

  98. 2014
  99. 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

  100. 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 41 p.

    Research output: Contribution to journalArticlepeer-review

  101. 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

  102. 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

  103. 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

  104. 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 journalArticlepeer-review

  105. 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

  106. 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

  107. 2013
  108. 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

  109. 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

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