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Publications

Recent publications


  1. I Khovanov and N Khovanova (2017): Frequency response of an energy harvester to harmonic noise: towards stochastic frequency response of nonlinear systems. Proceedings of IEEE International Conference on Noise and Fluctuations (ICNF), Vilnius, Lithuania, 20-23 June 2017 (DOI: 10.1109/ICNF.2017.7985996) [publisher website]
  2. T Shaikhinaa, D Lowe, S Daga, D Briggsc, R Higgins, N Khovanova (2017): Decision tree and random forest models for outcome prediction in antibody incompatible kidney transplantation. Biomedical Signal Processing and Control, http://dx.doi.org/10.1016/j.bspc.2017.01.012 [web link]
  3. T Shaikhina, N A Khovanova (2017): Handling limited datasets with neural networks in medical applications: a small-data approach. Artificial Intelligence in Medicine, 75, 51–63. [publisher website]
  4. Y Zhang, D Briggs, D Lowe, D Mitchell, S Daga, N Krishnan, R Higgins, N Khovanova (2017): A new data-driven model for post-transplant antibody dynamics in high risk kidney transplantation. Mathematical Biosciences, 284, 3–11. [publisher website]
  5. Y Zhang, T Holt, N Khovanova (2015): A data driven nonlinear stochastic model for blood glucose dynamics. Computer Methods and Programs in Biomedicine, 125, 18–25. [publisher website]
  6. N Khovanova, S. Daga, T. Shaikhina, N. Krishnan, J. Jones, D. Zehnder, D. Mitchell, R. Higgins, D. Briggs and D. Lowe (2015): Subclass analysis of donor HLA-specific IgG in antibodyincompatible renal transplantation reveals a significant association of IgG4 with rejection and graft failure, Transplant International, 28 (12), 1405–1415 [publisher website]
  7. T. Shaikhina, D. Lowe, S. Daga, D. Briggs, R. Higgins, N. Khovanova (2015) Machine Learning for Predictive Modelling based on Small Data in Biomedical Engineering, IFAC-PapersOnLine, 48 (20), pp 469-474 [link to pdf]
  8. Y. Zhang, D. Lowe, D. Briggs, R. Higgins, N. Khovanova (2015) Novel data-driven stochastic model for antibody dynamics in kidney transplantation, IFAC-PapersOnLine, 48 (20), pp. 249-254 [link to pdf]
  9. Shaikhina T., Khovanova N. A., Daga S., Krishnan N., Lowe D., Mitchell D., Briggs D., Higgins R. (2015) Prediction of acute antibody mediated rejection in antibody incompatible renal transplantation using machine learning for wide data. American Journal of Transplantation, 15 (S3), 1364.
  10. Khovanova N. A., Lowe D. P., Daga S., Shaikhina T., Mitchell D. A., Zehnder D., Briggs D., Higgins,R. (2015) Assessment of IgG subclass significance for early graft rejection and long-term survival in HLA-antibody incompatible renal transplantation: multivariate approach. American Journal of Transplantation, 15 (S3), 338.
  11. Lowe D., Daga S., Briggs D., Khovanova N., Mitchell D., Higgins R., Krishnan N. (2015): Meeting Report: 3rd International Transplant Conference: How Much Risk Can You Take? International Journal of Immunogenetics, 42, 59-68 [publisher website]
  12. N Khovanova, I Khovanov, Z Davletzhanova (2014): Nonlinear energy harvesting from random narrow-band excitations, International Journal of Structiral Stability and Dynamics, 14 (8), 1440026-37 [preprint] [publisher website]
  13. N. A. Khovanova, T. Shaikhina, K. K. Mallick (2014): Neural networks for analysis of trabecular bone in osteoarthritis, Bioinspired, Biomimetic and Nanobiomaterials, 4 (1), 90 –100 [off-print -OA] [publisher website]
  14. T. Shaikhina, N. A. Khovanova, K. K. Mallick (2014): Artificial neural networks in hard tissue engineering: another look
    at age-dependence of trabecular bone properties in osteoarthritis, Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Valencia, 1-4 June 2014, pp 622 - 625 (DOI: 10.1109/BHI.2014.6864441) [preprint] [publisher website]
  15. Khovanova, N., Zhang Y., Holt, T.A. (2014): Generalised stochastic model for characterisation of subcutaneous glucose time series, Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Valencia, 1-4 June 2014, pp 484 - 487 (DOI: 10.1109/BHI.2014.6864408) [preprint] [publisher website]
  16. Zhang Y., Khovanova N.A., Holt T. (2014): Inference of stochastic nonlinear equations for characterisation and prediction of prandial blood glucose levels. Proceedings of 8th European Nonlinear Dynamics Conference (ENOC 2014). Editors: Horst Ecker, Alois Steind and Stefan Jakubek. Publisher: Institute of Mechanics and Mechatronics, Vienna University of Technology. ISBN: 978-3-200-03433-4 [preprint] [conference website].
  17. Khovanov, I.A., Khovanova N.A (2014):  Numerical simulations versus theoretical predictions for a non-Gaussian noise induced escape problem in application to full counting statistics, Physical Review B, 89, 085419 [preprint] [publisher website]

2011-2013

  1. Khovanova, N. A., Holt T, Khovanov, I.A., Sbano L., Griffiths F (2013): Variability and linear predictability of subcutaneous glucose profiles, Computer Methods and Programs in Biomedicine, 110, 260-267 [preprint] [publisher website]
  2. Khovanova, N.A., Windelen J. (2012): Minimal energy control of a nanoelectromechanical memory element, Applied Physics Letters 101 (2), 024104-024107 [preprint] [publisher website]
  3. Lowe, D., Khovanova, N. A., Zehnder, D, Higgins, R. D. and Briggs, D. (2012): Increased presence of complement fixing IgG isotypes and its association with acute rejection in antibody incompatible transplantation, Tissue Antigens 79 (6), 505 [publisher website]
  4. Khovanova, N. A., Khovanov I.A. (2011): The role of excitations statistics and nonlinearity in energy harvesting from random impulsive excitations, Applied Physics Letters, 99 (14), 144101-144103 [preprint] [publisher website]

Articles in refereed journals

  1. Khovanov, I. A., Khovanova, N. A., McClintock, P. V. E., Stefanovska, A. (2009): Intrinsic dynamics of heart regulatory systems on short timescales: from experiment to modelling, Journal of Statistical Mechanics: Theory and Experiment, P01016 [preprint] [publisher website]
  2. Khovanov, I. A., Khovanova, N. A., Grigorieva, E. V., Luchinsky, D. G., McClintock, P. V. E. (2006): Dynamical control: comparison of map and continuous-flow approaches, Physical Review Letters 96, 08390 [article]
  3. Khovanov, I. A., Dumsky, D. V, Khovanova, N.A. (2004): The Activation Law for One-imensional Maps, Technical Physics Letters 30, 422-425
  4. Khovanov, I. A., Khovanova, N. A., McClintock, P.V.E. (2003): Noise-induced failures of chaos stabilisation: large fluctuations and their control, Physical Review E 67, 051102.
  5. Anishchenko, V. S., Luchinsky, D. G., McClintock, P. V. E., Khovanov, I.A. Khovanova, N.A. (2002): Fluctuational Escape from a Quasi-Hyperbolic Attractor in the Lorenz System. Journal of Experimental and Technical Physics 94, 821-833.
  6. Anishchenko, V. S., Khovanov, I. A., Khovanova, N. A., Luchinsky, D. G., McClintock, P. V. E. (2001): Noise-induced escape from the Lorenz attractor. Fluctuation and Noise Letters 1, L27-L33.
  7. Khovanov, I. A., Khovanova, N. A., McClintock, P. V. E., Anishchenko, V. S. (2000): Effect of noise on strange non-chaotic attractor. Physics Letters A 268, 315-322.
  8. Khovanov, I. A., Khovanova, N. A., Anishchenko, V. S., McClintock, P. V. E. (2000): The sensitivity to initial conditions and Lyapunov exponent in quasiperiodic system. Technical Physics 45, 633-635.
  9. Saliy, I.N., Khovanova, N.A. (1998): Multiwire nonuniform lines and their application in microwave technology. Journal of Communications Technology and Electronics, 43, 287-291.
  10. Saliy, I. N., Khovanova, N. A., Drusin S. V. (1998): Fast phase shifters on coupled nonuniform transmission lines. Technological Microwave Plants, Functional Electrodynamics Units, 15, 21-27 (in Russian)
  11. Meschanov V. P., Saliy, I. N., Khovanova, N. A., Shikova L. V. (1997): Phase shifters without irregularity. Questions of Applied Physics 3, 25-29 (in Russian).
  12. Meschanov V. P., Saliy, I. N., Khovanova, N. A., Shikova L. V. (1997): Analysis and synthesis of hyper broadband fixed phase shifters on systems of sections of nonuniform coupled transmission lines. Electrodynamics and Microwave Techniques 2(18), 224-228 (in Russian).
  13. Saliy, I. N., Khovanova, N. A. (1996): Spectral properties of one-port networks on coupled nonuniform lines. Proceedings of Institutes of Higher Education 1-2, 160-168 (in Russian).
  14. Naimushin A. O., Saliy, I. N., Saliy, S. A, Khovanova, N. A., Saparin, O. I. (1995): Compact perspective microwave units of different functional function on micro strip nonuniform transmission lines and software for their designing. Technologies, Complexes and Equipment 1, 144 (in Russian).
  15. Saliy, I. N., Khovanova, N. A. (1993): New solutions of Riccaty equation in theory of nonuniform transmission lines. Electrodynamics Functional Units, Transmission Lines. 31, 11-16 (in Russian).

Publications in Conference Proceedings

  1. Khovanov, I. A., Khovanova, N. A., Grigorieva, E.V., Luchinsky, D. G., McClintock, P. V. E. (2005): Comparison between continuous and discrete methods of dynamical control (Invited Paper), Proceedings of SPIE 5845, 164-172.
  2. Khovanov, I. A., Khovanova, N. A., Grigoreva, E. V., Luchinsky, D. G., McClintock, P. V. E. (2004): Relative efficiency of continuous and discrete methods of dynamical control of lasers. Third International Conference ''Basic Problems of Optics-2004''. Ed. by V.G. Bespalov and S.A. Kozlov, 81-83.
  3. Khovanov, I. A., Khovanova, N. A., Okrokverckhov, G. A. (2001): Effect of noise on probability measure of saddle cycles. Proceedings of SPIE 4243, 29-38.
  4. Khovanova, N. A., Khovanov, I. A., McClintock, P. V. E. and Anishchenko, V. S. (2000): The role of noise in forming the dynamics of a quasiperiodic system. AIP Conference Proceedings 502, 488-495.
  5. Okrokverchov, G. A., Khovanov, I. A., Khovanova, N. A. (2000): Noise influence on probability measure of saddle cycles embedded in quasi-hyperbolic and non-hyperbolic attractors. Proceeding of scientific school-conference ‘Nonlinear days for young scientists in Saratov – 2000’, 158-161 (in Russian).
  6. Khovanova, N. A., Khovanov, I. A., Anishchenko, V. S. and McClintock, P.V.E. (1999): The role of noise in forming the dynamics of a quasiperiodic system. Conference: Stochastic and Chaotic Dynamics in the Lakes (Ambleside, UK), 29.
  7. Khovanov, I. A., Khovanova, N. A., Anishchenko, V. S. And McClintock, P. V. E. (1998): The destruction of strange nonchaotic attractor by noise. 5th International School on Chaotic Oscillations and Pattern Formation (CHAOS 98), Saratov, Russia, October 1998, 32-33.
  8. Saliy, I. N., Meschanov V. P., Khovanova, N. A., Shikova L. V., Drusin S. V. (1998): Single and double phase shifters on coupled symmetrical nonuniform transmission lines. International Conference on Microwave and Millimeter Wave Technology (ICMMT98), China, Beijing, August 1998, 215-218.
  9. Saliy, I. N., Khovanova, N. A. (1996): Delay-line structures on nonuniform multiwire lines. Conference: Modern Problems of Electronics, Saratov, Russia, October 1996, 129-130 (in Russian).
  10. Saliy, I. N., Khovanova, N. A. (1996): Oscillating microwave system on coupled nonuniform lines. Russian scientific and technical conference: Electronics and Information Science, Moscow, Russia 1996, 320-321 (in Russian).
  11. Saliy, I. N., Khovanova, N. A. (1996): Mathematical models of coupled nonuniform transmission lines. Proceeding of 10-th Winter School-Seminar on Microwave Electronics and Radiophysics, Saratov, Russia, 1996, 159-170 (in Russian).
  12. Saliy, I. N., Khovanova, N. A. (1995): Coupled nonuniform transmission lines and their properties. Conference: Scientific Development and High Technology of Double Applications, Samara, Russia, 6 (in Russian).
  13. Saliy, I. N., Khovanova, N. A. (1995): Coupled nonuniform lines as perspective elementary base for functional unit of microwave technique. Proceedings of 5th Crimean Conference ‘Microwave Engineering and Satellite Telecommunication Technologies’, Sevastopol, Russia, 1995, 167-170 (in Russian).
  14. Saliy, I. N., Khovanova, N. A. (1993): Generalized nonuniform transmission line. Electrodynamics Functional Units, Transmission Lines. Conference: Modern problems of application of microwave energy, Saratov, Russia, October 1993, 73 (in Russian).

Books and Chapters

  1. Khovanov, I. A., Khovanova, N. A., Stefanovska, A. (2004): Quasiperiodicity. Encyclopedia of Nonlinear Science, pp. 762-764, ed. by Alwyn Scott (Routledge, New York - London).
  2. Khovanova, N. A., Khovanov, I. A. (2001): Methods of time series analysis. Saratov. Izdatelstvo GosUNC "Kolledg". 120 pages (in Russian).
  3. PhD Thesis, Khovanova, N.A. (1997): Coupled nonuniform transmission lines and their properties. 164 pages (in Russian).