Ivan Andonovic

Prof

  • United Kingdom

Accepting PhD Students

20002020

Research output per year

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Research Output

2020

Automatic annotation of subsea pipelines using deep learning

Stamoulakatos, A., Cardona, J., McCaig, C., Murray, D., Filius, H., Atkinson, R., Bellekens, X., Michie, C., Andonovic, I., Lazaridis, P., Hamilton, A., Hossain, M. M., Di Caterina, G. & Tachtatzis, C., 26 Jan 2020, In : Sensors. 20, 3, 15 p., 674.

Research output: Contribution to journalArticle

Open Access
File
46 Downloads (Pure)

Classification of cattle behaviour using convolutional neural networks

Pavlovic, D., Tachtatzis, C., Hamilton, A., Marko, O., Atkinson, R., Davison, C., Michie, C., Crnojevic, V. & Andonovic, I., 30 Apr 2020, (Accepted/In press). 1 p.

Research output: Contribution to conferenceAbstract

Open Access
File
11 Downloads (Pure)

Detecting heat stress in dairy cattle using neck-mounted activity collars

Davison, C., Michie, C., Hamilton, A., Tachtatzis, C., Andonovic, I. & Gilroy, M., 8 Jun 2020, In : Agriculture. 10, 6, p. 1-11 11 p., 210.

Research output: Contribution to journalArticle

Open Access
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1 Downloads (Pure)
Open Access
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4 Downloads (Pure)
Open Access
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16 Downloads (Pure)
Open Access

Using animal-mounted sensor technology and machine learning to predict time-to-calving in beef and dairy cows

Miller, G. A., Mitchell, M., Barker, Z. E., Giebel, K., Codling, E. A., Amory, J. R., Michie, C., Davison, C., Tachtatzis, C., Andonovic, I. & Duthie, C-A., 30 Jun 2020, In : Animal. 14, 6, p. 1304-1312 9 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
1 Downloads (Pure)

Varietal classification of rice seeds using RGB and hyperspectral images

Fabiyi, S. D., Vu, H., Tachtatzis, C., Murray, P., Harle, D., Dao, T. K., Andonovic, I., Ren, J. & Marshall, S., 27 Jan 2020, In : IEEE Access. 8, p. 22493-22505 13 p.

Research output: Contribution to journalArticle

Open Access
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62 Downloads (Pure)
2019
Open Access
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50 Downloads (Pure)

Comparative study of PCA and LDA for rice seeds quality inspection

Fabiyi, S. D., Vu, H., Tachtatzis, C., Murray, P., Harle, D., Dao, T-K., Andonovic, I., Ren, J. & Marshall, S., 25 Sep 2019. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
40 Downloads (Pure)

Evaluation of reticuloruminal pH measurements from individual cattle: sampling strategies for the assessment of herd status

Jonsson, N. N., Kleen, J. L., Wallace, R. J., Andonovic, I., Michie, C., Farish, M., Mitchell, M., Duthie, C-A., Jensen, D. B. & Denwood, M. J., 1 Jan 2019, In : The Veterinary Journal. 243, p. 26-32 7 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
15 Downloads (Pure)

Geometrical thermal analysis as a form of Finite Element Analysis enhancement

Gillespie, D. I., Hamilton, A. W., Kruckenberg, T., Neilson, B., Atkinson, R. C., Andonovic, I. & Tachtatzis, C., 12 Sep 2019, p. 187-192. 6 p.

Research output: Contribution to conferenceProceeding

Open Access
File
19 Downloads (Pure)

Identification of the rumination in cattle using support vector machines with motion-sensitive bolus sensors

Hamilton, A. W., Davison, C., Tachtatzis, C., Andonovic, I., Michie, C., Ferguson, H. J., Somerville, L. & Jonsson, N. N., 7 Mar 2019, In : Sensors. 19, 5, 14 p., 1165.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
53 Downloads (Pure)
Open Access
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24 Downloads (Pure)

Postmortem observations on rumen wall histology and gene expression and ruminal and caecal content of beef cattle fattened on barley-based rations

Jonsson, N. N., Ferguson, H. J., Koh-Tan, H. H. C., McCartney, C. A., Cernat, R. C., Strachan, E. M., Thomson, W., Snelling, T. J., Harvey, C. D., Andonovic, I., Michie, C. & Wallace, R. J., 26 Dec 2019, In : Animal. 14 p.

Research output: Contribution to journalArticle

Open Access
File
2 Downloads (Pure)
22 Downloads (Pure)
2018

Crystal shape modification via cycles of growth and dissolution in a tubular crystallizer

Neugebauer, P., Cardona, J., Besenhard, M. O., Peter, A., Gruber-Woelfler, H., Tachtatzis, C., Cleary, A., Andonovic, I., Sefcik, J. & Khinast, J. G., 15 Jun 2018, In : Crystal Growth and Design. 18, 8, p. 4403–4415 13 p.

Research output: Contribution to journalArticle

Open Access
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4 Citations (Scopus)
22 Downloads (Pure)
Open Access
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14 Citations (Scopus)
38 Downloads (Pure)
Open Access
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19 Downloads (Pure)
Open Access
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4 Citations (Scopus)
22 Downloads (Pure)

Precision livestock farming technologies

Andonovic, I., Michie, C., Cousin, P., Janati, A., Pham, C. & Diop, M., 15 Nov 2018, 2018 Global Internet of Things Summit, GIoTS 2018. Piscataway, N.J.: IEEE, 6 p. 8534572

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

Open Access
File
2 Citations (Scopus)
14 Downloads (Pure)

The role of in-line image analysis in the transition to continuous manufacturing in the pharmaceutical industry

Cardona, J., Ferreira, C., Svoboda, V., Ahmed, B., McGinty, J., Agimelen, O. S., Hamilton, A., Cleary, A., Atkinson, R., Michie, C., Marshall, S., Florence, A. J., Chen, Y-C., Sefcik, J., Andonovic, I. & Tachtatzis, C., 11 Sep 2018, Advances in manufacturing technology XXXII: proceedings of the 16th International Conference on Manufacturing Research. Thorvald, P. & Case, K. (eds.). Netherlands: IOS Press, p. 27-32 6 p.

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

Open Access
File
26 Downloads (Pure)
2017

A comprehensive analysis on data hazard for RISC32 5-Stage pipeline processor

Kiat, W. P., Mok, K. M., Lee, W. K., Goh, H. G. & Andonovic, I., 16 May 2017, Proceedings - 31st IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2017. Piscataway, N.J.: IEEE, p. 154-159 6 p.

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

Open Access
File
4 Citations (Scopus)
220 Downloads (Pure)

A fast, adaptive, and energy-efficient multi-path-multi-channel data collection protocol for wireless sensor networks

Tan, C. K., Liew, S. Y., Goh, H. G. & Andonovic, I., 13 Feb 2017, Proceedings - 2017 International Conference on Recent Advances in Signal Processing, Telecommunications and Computing, SigTelCom 2016. Piscataway, N.J., p. 33-38 6 p.

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

Open Access
File
5 Citations (Scopus)
61 Downloads (Pure)

Hybrid routing scheme for vehicular delay tolerant networks

Ali Shah, S. F., Zafar, M. H., Andonovic, I. & Jan, T., 30 Jan 2017, 2016 8th Computer Science and Electronic Engineering (CEEC). Piscataway, N.J.: IEEE, p. 158-163 6 p.

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

Open Access
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3 Citations (Scopus)
69 Downloads (Pure)
Open Access
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24 Downloads (Pure)
2016

Integration of in situ imaging and chord length distribution measurements for estimation of particle size and shape

Agimelen, O. S., Jawor-Baczynska, A., McGinty, J., Dziewierz, J., Tachtatzis, C., Cleary, A., Haley, I., Michie, C., Andonovic, I., Sefcik, J. & Mulholland, A. J., 22 Apr 2016, In : Chemical Engineering Science . 144, p. 87-100 14 p.

Research output: Contribution to journalArticle

Open Access
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19 Citations (Scopus)
145 Downloads (Pure)

Performance analysis of modified asymmetrically-clipped optical orthogonal frequency-division multiplexing systems

Mohamed, S. D., Shalaby, H. M. H., Andonovic, I. & Aly, M. H., 1 Dec 2016, In : Optics Communications. 380, p. 61-68 8 p.

Research output: Contribution to journalArticle

Open Access
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2 Citations (Scopus)
69 Downloads (Pure)

Rice seed varietal purity inspection using hyperspectral imaging

Hai, V., Tachtatzis, C., Murray, P., Harle, D., Dao, T. K., Le, T-L., Andonovic, I. & Marshall, S., 13 Oct 2016.

Research output: Contribution to conferenceAbstract

Open Access
File
229 Downloads (Pure)

Scalability study of backhaul capacity sensitive network selection scheme in LTE-wifi HetNet

Ting, A., Chieng, D., Kwong, K. H., Andonovic, I. & Wong, K. D., 27 Jan 2016, In : Transactions on Emerging Telecommunications Technologies. 26 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
51 Downloads (Pure)

Spatial and spectral features utilization on a hyperspectral imaging system for rice seed varietal purity inspection

Vu, H., Tachtatzis, C., Murray, P., Harle, D., Dao, T. K., Atkinson, R., Le, T-L., Andonovic, I. & Marshall, S., 30 Aug 2016, (Accepted/In press). 6 p.

Research output: Contribution to conferencePaper

Open Access
File
234 Downloads (Pure)

Wireless MEMS sensors for precision farming

Michie, C., Andonovic, I., Tachtatzis, C., Davison, C. & Konka, J., 25 Aug 2016, Wireless MEMS Networks and Applications. Uttamchandani, D. (ed.). 1 ed. 25 p. (Woodhead Publishing Series in Electronic and Optical Materials).

Research output: Chapter in Book/Report/Conference proceedingChapter

2015

A decision support framework for proactive maintenance of water and wastewater systems

Nieradzinska, K., Tachtatzis, C., Atkinson, R., Konka, J. W., Seeam, A., Stankovic, L., Andonovic, I., White, R., Haffey, M. & Cleary, A., 27 May 2015. 1 p.

Research output: Contribution to conferenceAbstract

Approximating equilibrium in the digital marketplace

Konka, J., Michie, C., Andonovic, I. & Atkinson, R., May 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring): Proceedings. Piscataway, NJ.: IEEE, p. 1-6 6 p.

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

Open Access
File
57 Downloads (Pure)

Automatic cattle location tracking using image processing

Dao, T-K., Le, T-L., Harle, D., Murray, P., Tachtatzis, C., Marshall, S., Michie, C. & Andonovic, I., Aug 2015. 5 p.

Research output: Contribution to conferencePaper

Open Access
File
5 Citations (Scopus)
173 Downloads (Pure)
1 Citation (Scopus)

Decision support system for proactive maintenance of earthworks assets

Stankovic, L., Elafoudi, G., Tachtatzis, C., Andonovic, I., Cassels, G. & Fickling, A., 25 May 2015. 1 p.

Research output: Contribution to conferenceAbstract

Open Access
File
53 Downloads (Pure)

Energy efficient partition-lightpath scheme for IP over WDM core networks

Mohd Warip, M. N., Andonovic, I., Glesk, I., Badlishah Ahmad, R., Ehkan, P., Kamarudin, L. M. & Elshaikh, M., 2015, In : Procedia Computer Science. 52, p. 515-522 8 p.

Research output: Contribution to journalArticle

Open Access
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133 Downloads (Pure)

Evaluation of Visible Light Communication system performance in the presence of sunlight irradiance

Beshr, M., Michie, C. & Andonovic, I., 12 Aug 2015, 17th International Conference on Transparent Optical Networks. Piscataway, NJ.: IEEE, p. 1-4 4 p. 7193685

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

6 Citations (Scopus)

Image-based monitoring for early detection of fouling in crystallisation processes

Tachtatzis, C., Sheridan, R., Michie, C., Atkinson, R. C., Cleary, A., Dziewierz, J., Andonovic, I., Briggs, N. E. B., Florence, A. J. & Sefcik, J., 8 Sep 2015, In : Chemical Engineering Science . 133, p. 82-90 9 p.

Research output: Contribution to journalArticle

Open Access
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12 Citations (Scopus)
310 Downloads (Pure)

Unequal error protection for data partitioned H.264/AVC video broadcasting

Nazir, S., Vukobratovic, D., Stankovic, V., Andonovic, I., Nybom, K. & Gronroos, S., 2015, In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
174 Downloads (Pure)
2014
Open Access
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15 Citations (Scopus)
8 Downloads (Pure)

DDSM-IDEA: a versatile dual-mode distributed demand side management integrated development environment

Al-Salim, K., Andonovic, I. & Michie, C., May 2014, SIMS '14 Proceedings of the 2014 First International Conference on Systems Informatics, Modelling and Simulation. Al-Dabass, D., Tokhi, O., Mahfouf, M., Herath, A., Orsoni, A. & Ibrahim, Z. (eds.). Washington DC, USA: IEEE, p. 126-131 6 p.

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

Open Access
File
3 Downloads (Pure)

Design and Implementation of Wireless Sensor Systems

Tachtatzis, C., Harle, D., Atkinson, R., Michie, C. & Andonovic, I., 19 Feb 2014.

Research output: Contribution to conferencePaper

Design for energy-aware IP over WDM networks with hibernation mode and group-node techniques

Warip, M. N. B. M., Andonovic, I., Glesk, I., Ahmad, R. B., Ehkan, P., Elshaikh, M. E. E. S., Elias, S. J. & Zakaria, F. F., 2 Nov 2014, Advanced Computer and Communication Engineering Technology: Proceedings of the 1st International Conference on Communication and Computer Engineering. Sulaiman, H. A., Othman, M. A., Othman, M. F. I., Rahim, Y. A. & Pee, N. C. (eds.). Berlin: Springer, Vol. 315. p. 151-162 12 p. (Lecture Notes in Electrical Engineering; vol. 315).

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

Open Access
File
158 Downloads (Pure)

Energy efficient segmentation-link strategies for transparent IP over WDM core networks

Warip, M. N. M., Andonovic, I., Glesk, I., Eh Kan, P., Fuad, F. A. A. & Said Ahmed, M. E. E., 1 Jan 2014, In : Journal of Marketing Communications. 9, 1, p. 48-55 8 p.

Research output: Contribution to journalArticle

Open Access
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4 Citations (Scopus)
63 Downloads (Pure)