Prof Maia Angelova Turkedjieva

STAFF PROFILE

Position

Professor Of Data Analytics And Machine Learning

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

maia.a@deakin.edu.au
+61 3 924 68756

Publications

Filter by

2019

Deterministic and stochastic models of Arabidopsis thaliana flowering

E Haspolat, B Huard, M Angelova

(2019), Vol. 81, pp. 277-311, Bulletin of mathematical biology, New York, N.Y., C1

journal

Ultradian rhythms in glucose regulation: a mathematical assessment

A Bridgewater, B Stringer, B Huard, M Angelova Turkedjieva

(2019), Vol. 2090, pp. 050010-1-050010-9, Proceedings of the XV Mexican Symposium on Medical Physics 2018, Mexico City, Mexico, E1

conference

Time-series based evaluation of physiological alterations in age-associated frailty during walking at self-selected velocity

L lvarez-Milln, D Castillo-Castillo, A Prez-Pacheco, R Quispe-Siccha, M Angelova, J Rivera-Snchez, R Fossion

(2019), Vol. 2090, pp. 050002-1-050002-6, Proceedings of the XV Mexican Symposium on Medical Physics, Mexico City, Mexico, E1

conference
2018

User activity pattern analysis in telecare data

M Angelova, J Ellman, H Gibson, P Oman, S Rajasegarar, Y Zhu

(2018), Vol. 6, pp. 33306-33317, IEEE access, Piscataway, N.J., C1

journal

A distance scaling method to improve density-based clustering

Y Zhu, K Ting, M Angelova

(2018), Vol. 10939, pp. 389-400, PAKDD 2018 : Advances in Knowledge Discovery and Data Mining : Proceedings of 22nd Pacific-Asia Conference, Melbourne, Victoria, E1

conference

Quanti?cation of irregular rhythms in chronobiology: a time-series perspective

Ruben Fossion, Ana Rivera, Juan Toledo-Roy, M Angelova Turkedjieva

(2018), pp. 33-58, Circadian rhythm: cellular and molecular mechanisms, London, Eng., B1

chapter
2017

Mathematical investigation of diabetically impaired ultradian oscillations in the glucose-insulin regulation

B Huard, A Bridgewater, M Angelova

(2017), Vol. 418, pp. 66-76, Journal of theoretical biology, Amsterdam, The Netherlands, C1

journal

Multiscale adaptive analysis of circadian rhythms and intradaily variability: Application to actigraphy time series in acute insomnia subjects

R Fossion, A Rivera, J Toledo-Roy, J Ellis, M Angelova

(2017), Vol. 12, pp. 1-21, PLoS one, San Francisco, Calif., C1

journal

Investigating the effect of cognitive stress on cardiorespiratory synchronization

M Angelova Turkedjieva, P Holloway, L Rauch

(2017), pp. 85-85, Physical and Mathematical Aspects of Symmetries : Proceedings of the 31st International Colloquium in Group Theoretical Methods in Physics, Rio De Janeiro, Brazil, E1

conference
2016

Modeling Telehealth Services with Generalized Nets

M Stefanova-Pavlova, V Andonov, T Stoyanov, M Angelova Turkedjieva, G Cook

(2016), Vol. 657, pp. 279-290, Recent Contributions in Intelligent Systems, B1-1

chapter
2015

Investigation of stability in a two-delay model of the ultradian oscillations in glucose-insulin regulation

B Huard, J Easton, M Angelova

(2015), Vol. 26, pp. 211-222, Communications in nonlinear science and numerical simulation, Amsterdam, The Netherlands, C1-1

journal

Complexity analysis of human physiological signals based on case studies

M Angelova, P Holloway, J Ellis

(2015), Vol. 597, pp. 1-9, Group30 2014 : Proceedings of the 30th Group Theoretical Methods in Physics International Colloquium, Ghent, Belgium, E1-1

conference
2014

Complexity analysis of sleep and alterations with insomnia based on non-invasive techniques

P Holloway, M Angelova, S Lombardo, A St Clair Gibson, D Lee, J Ellis

(2014), Vol. 11, pp. 1-8, Journal of the Royal Society: interface, London, Eng., C1-1

journal

Risk factors and prediction of very short term versus short/intermediate term post-stroke mortality: a data mining approach

J Easton, C Stephens, M Angelova

(2014), Vol. 54, pp. 199-210, Computers in biology and medicine, Amsterdam, The Netherlands, C1-1

journal
2013

Experimental wavelet based denoising for indoor infrared wireless communications

S Rajbhandari, Z Ghassemlooy, M Angelova

(2013), Vol. 21, pp. 13779-13784, Optics express, Washington D.C., C1-1

journal

HACDB: handwritten Arabic characters database for automatic character recognition

A Lawgali, M Angelova, A Bouridane

(2013), pp. 255-259, EUVIP 2013 : Proceedings of the 4th European Workshop on Visual Information Processing, Paris, France, E1-1

conference

Validation of artificial neural network model for share price UK banking sector short-term trading

E Turkedjiev, M Angelova, K Busawon

(2013), pp. 6-11, UKSim 2013 : Proceedings of the 15th International Conference on Computer Modelling and Simulation, Cambridge, U.K., E1-1

conference

Comparative study of classifiers to mitigate intersymbol interference in diffuse indoor optical wireless communication links

S Rajbhandari, J Faith, Z Ghassemlooy, M Angelova

(2013), Vol. 124, pp. 4192-4196, Optik - international journal for light and electron optics, Amsterdam, The Netherlands, C1-1

journal

A framework for density weighted kernel fuzzy c-means on gene expression data

Y Wang, M Angelova, Y Zhang

(2013), Vol. 212, pp. 453-461, BIC-TA 2013 : Proceedings of the Eighth International Conference on Bio-Inspired Computing: Theories and Applications, HuangShan, China, E1-1

conference
2012

adaptive 'soft' sliding block decoding of convolutional code using the artificial neural network

S Rajbhandari, Z Ghassemlooy, M Angelova

(2012), Vol. 23, pp. 672-677, Transactions on Emerging Telecommunications Technologies, Chichester, ENg., C1-1

journal

Generalized net model for telehealth services

V Andonov, M Stefanova-Pavlova, T Stoyanov, M Angelova, G Cook, B Klein, K Atanassov, P Vassilev

(2012), pp. 221-224, IS'2012 : Intelligent systems: methodology, systems, applications in emerging technologies : Proceedings of the 2012 6th IEEE International Conference Intelligent Systems, Sofia, Bulgaria, E1-1

conference

Weighted kernel fuzzy c-means method for gene expression analysis

Y Wang, M Angelova

(2012), pp. 1-4, S-CET 2012 : Sharing, cooperating and improving : Proceedings of the 2012 Spring Congress on Engineering and Technology, Xi'an, China, E1-1

conference

squeezed coherent states and the one-dimensional morse quantum system

M Angelova, A Hertz, V Hussin

(2012), Vol. 45, pp. 1-15, Journal of Physics A: Mathematical and Theoretical, Bristol, Eng., C1-1

journal

Modelling techniques for analysis of human activity patterns

P Holloway, A Gibson, D Lee, E Lambert, M Angelova, S Lombardo, J Ellis, L Rauch

(2012), pp. 275-280, IS'2012 : Intelligent systems: methodology, systems, applications in emerging technologies : Proceedings of the 2012 6th IEEE International Conference on Intelligent Systems, Sofia, Bulgaria, E1-1

conference
2011

Automatic segmentation for Arabic characters in handwriting documents

A Lawgali, A Bouridane, M Angelova, Z Ghassemlooy

(2011), pp. 3529-3532, ICIP 2011 : Proceedings of the 2011 18th IEEE International Conference on Image Processing, Brussels, Belgium, E1-1

conference

Dynamic model of gene regulation for the lac operon

M Angelova, A Ben-Halim

(2011), Vol. 286, pp. 1-5, CMMP10 : Proceedings of the Condensed Matter and Materials Physics Conference, Coventry, Eng., E1-1

conference

Wavelet-artificial neural network receiver for indoor optical wireless communications

S Rajbhandari, Z Ghassemlooy, M Angelova

(2011), Vol. 29, pp. 2651-2659, Journal of lightwave technology, Piscataway, N.J., C1-1

journal

Experimental investigation of wavelet-based denoising receiver for LOS indoor optical wireless communications links

S Rajbhandari, Z Ghassemlooy, M Angelova

(2011), Vol. 23, pp. 1502-1504, IEEE photonics technology letters, Piscataway, N.J., C1-1

journal

Optimising the performance of digital pulse interval modulation with guard slots for diffuse indoor optical wireless links

S Rajbhandari, Z Ghassemlooy, M Angelova

(2011), Vol. 5, pp. 1025-1030, IET microwaves, antennas and propagation, Stevenage, United Kingdom, C1-1

journal

The performance of a dual header pulse interval modulation in the presence of artificial light interferences in an indoor optical wireless communications channel with wavelet denoising

S Rajbhandari, Z Ghassemlooy, M Angelova Turkedjieva

(2011), Vol. 4, pp. 513-519, American journal of engineering and applied sciences, Ellicott City, Md., C1-1

journal
2009

Effective denoising and adaptive equalization of indoor optical wireless channel with artificial light using the discrete wavelet transform and artificial neural network

S Rajbhandari, Z Ghassemlooy, M Angelova

(2009), Vol. 27, pp. 4493-4500, Journal of lightwave technology, Piscataway, N.J., C1-1

journal
2008

Generalized and Gaussian coherent states for the Morse potential

M Angelova, V Hussin

(2008), Vol. 41, pp. 1-13, Journal of physics a: mathematical and theoretical, Bristol, United Kingdom, C1-1

journal
2006

Targeted projection pursuit for visualizing gene expression data classifications

J Faith, R Mintram, M Angelova

(2006), Vol. 22, pp. 2667-2673, Bioinformatics, Oxford, Eng., C1-1

journal
2002

Applications of classical and quantum algebras to molecular thermodynamics

M Angelova

(2002), Vol. 33, pp. 1-12, SYMPHYS9 : Proceedings of the 9th International Conference on Symmetry Methods in Physics, Yerevan, Armenia, E1-1

conference
1996

On the classification and enumeration of the irreducible co-representations of magnetic space groups

M Angelova, L Boyle

(1996), Vol. 29, pp. 993-1010, Journal of physics a: mathematical and general, Bristol, Eng., C1-1

journal
1995

The Jahn-Teller effect in icosahedral symmetry: extension of Ham factors in strongly coupled systems

J Cullerne, M Angelova, M O'Brien

(1995), Vol. 7, pp. 3247-3269, Journal of physics: condensed matter, Bristol, Eng., C1-1

journal
1988

Group-subgroup relations in the method of irreducible tensorial sets for systems with magnetic symmetry

M Angelova Turkedjieva, J Kotzev, M Aroyo

(1988), Vol. 185, pp. 282-285, Zeitschrift fr kristallographie - new crystal structures, Mu?nchen, Germany, C1-1

journal
1986

On the factorisation of matrix elements for systems with anti-unitary symmetry

M Angelova, M Aroyo, J Kotzev

(1986), Vol. 19, pp. 1279-1289, Journal of physics a: mathematical and general, Bristol, Eng., C1-1

journal
1985

On the Racah algebra for Shubnikov magnetic groups

J Kotzev, M Aroyo, M Angelova Turkedjieva

(1985), Vol. 201, pp. 416-419, Group theoretical methods in physics, Berlin, Germany, C1-1

journal
1982

Isoscalar factors for anti-unitary point groups

J Kotzev, M Aroyo, M Angelova

(1982), Vol. 114, pp. 533-537, Physica A: statistical mechanics and its applications, Amsterdam, The Netherlands, C1-1

journal

Funded Projects at Deakin

Other Public Sector Funding

Multiple networks in dynamical combat modelling and critical phenomena.

Prof Maia Angelova Turkedjieva, Dr Ye Zhu

  • 2018: $12,778

Intelligent Sensor processing for Enhancing Defence Decision Support.

Prof Maia Angelova Turkedjieva, Dr Ye Zhu, A/Prof Tim Wilkin, Dr Dan Dwyer, Dr Alex Kalloniatsis, Prof Paul Gastin

  • 2019: $20,000
  • 2018: $20,000

Adversarial decision making networks and directed fires with non-combatant populations.

Prof Maia Angelova Turkedjieva, Dr Ye Zhu, Dr Sergiy Shelyag

  • 2019: $30,000

Supervisions

No completed student supervisions to report