论文成果

Multistep prediction of dynamic uncertainty under limited data

Alexander Grenyer, Oliver Schwabe, John A. Erkoyuncu, Yifan Zhao

CIRP Journal of Manufacturing Science and Technology, 37(May), 37–54 2022

Through transmission thermography- A review of the state-of-the-art

Zain Ali, Sri Addepalli, Yifan Zhao

11th International Conference on Through-life Engineering Services 2022

The Identification of Non-Driving Activities with Associated Implication on the Take-Over Process

Lichao Yang, Mahdi Babayi Semiromi, Yang Xing, Chen Lv, James Brighton, Yifan Zhao

Sensors, 22(1), 42 2021

Rock Segmentation in the Navigation Vision of the Planetary Rovers

Boyu Kuang, Mariusz Wisniewski, Zeeshan A. Rana, Yifan Zhao

Mathematics, 9(23), 3048 2021

Sky and Ground Segmentation in the Navigation Visions of the Planetary Rovers

Boyu Kuang, Zeeshan A. Rana, Yifan Zhao

Sensors, 21(21), 6996 2021

A Combined Control Systems and Machine Learning Approach to Forecasting Iceberg Flux off Newfoundland

Jennifer B. Ross, Grant R. Bigg, Yifan Zhao, Edward Hanna

Sustainability, 13(14), 7705 2021

A Miniaturized Active Thermography System to Inspect Composite Laminates

Weixiang Du, Haochen Liu, Yitian Zhao, Adisorn Sirikham, Sri Addepalli, Yifan Zhao

IEEE Transactions on Industrial Informatics, 17(5), 3314–3323 2021

Fast Personal Protective Equipment Detection for Real Construction Sites Using Deep Learning Approaches

Zijian Wang, Yimin Wu, Lichao Yang, Arjun Thirunavukarasu, Colin Evison, Yifan Zhao

Sensors, 21(10), 3478 2021

Modelling the Influence of Soil Properties on Crop Yields Using a Non-Linear NFIR Model and Laboratory Data

Rebecca L. Whetton, Yifan Zhao, Said Nawar, Abdul M. Mouazen

Soil Systems, 5(1), 12 2021

A dissection and enhancement technique for combined damage characterisation in composite laminates using laser-line scanning thermography

Haochen Liu, Weixiang Du, Hamed Yazdani Nezhad, Andrew Starr, Yifan Zhao

Composite Structures, 271, 114168 2021

A Refined Non-Driving Activity Classification Using a Two-Stream Convolutional Neural Network

Lichao Yang, Ting-Yu Yang, Haochen Liu, Xiaocai Shan, James Brighton, Lee Skrypchuk, Alexandros Mouzakitis, Yifan Zhao

IEEE Sensors Journal, 21(14), 15574–15583 2021

A Revised Hilbert-Huang Transformation to Track Non-Stationary Association of Electroencephalography Signals

Xiaocai Shan, Shoudong Huo, Lichao Yang, Jun Cao, Jiaru Zou, Liangyu Chen, Ptolemaios Georgios Sarrigiannis, Yifan Zhao

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 841–851 2021

A sliding-window principal component thermography reconstruction approach for enhancement and identification of electronic components internal structure

Haochen Liu, Gen Li, Yifan Zhao

Measurement, 184, 109926 2021

A systematic review of multivariate uncertainty quantification for engineering systems

Alexander Grenyer, John A. Erkoyuncu, Yifan Zhao, Rajkumar Roy

CIRP Journal of Manufacturing Science and Technology, 33(May), 188–208 2021

Angle-closure assessment in anterior segment OCT images via deep learning

Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu

Medical Image Analysis, 69(April), 101956 2021

DCT/IDCT filter design for ultrasound image filtering

Barmak Honarvar Shakibaei, Jan Flusser, Yifan Zhao, John Ahmet Erkoyuncu, Rajkumar Roy

2020 25th International Conference on Pattern Recognition (ICPR), 1804–1811 2021

Dynamic multistep uncertainty prediction in spatial geometry

Alex Grenyer, Oliver Schwabe, John A. Erkoyuncu, Yifan Zhao

Procedia CIRP, 96, 74–79 2021

Effect of triptorelin on the protection from damage on mouse ovarian cells caused by tripterygium polyglycoside

Yifan Zhao

European Journal of Gynaecological Oncology, 42(2), 333 2021

Forecasting the severity of the Newfoundland iceberg season using a control systems model

Grant R. Bigg, Yifan Zhao, Edward Hanna

Journal of Operational Oceanography, 14(1), 24–36 2021

Human-machine collaboration for automated vehicles via an intelligent two-phase haptic interface

Chen Lv, Yutong Li, Yang Xing, Chao Huang, Dongpu Cao, Yifan Zhao, Yahui Liu

Advanced Intelligent Systems, 3(4), 2000229 2021

Infer thermal information from visual information: a cross imaging modality edge learning (CIMEL) framework

Shuozhi Wang, Jianqiang Mei, Lichao Yang, Yifan Zhao

Sensors, 21(22), 7471 2021

Motion blur invariant for estimating motion parameters of medical ultrasound images

Barmak Honarvar Shakibaei Asli, Yifan Zhao, John Ahmet Erkoyuncu

Scientific Reports, 11(1), 14312 2021

Practical Options for Adopting Recurrent Neural Network and Its Variants on Remaining Useful Life Prediction

Youdao Wang, Yifan Zhao, Sri Addepalli

Chinese Journal of Mechanical Engineering, 34(1), 69 2021

Quantifying Uncertainty in Pulsed Thermographic Inspection by Analysing the Thermal Diffusivity Measurements of Metals and Composites

Sri Addepalli, Yifan Zhao, John Ahmet Erkoyuncu, Rajkumar Roy

Sensors, 21(16), 5480 2021

Recognition of visual-related non-driving activities using a dual-camera monitoring system

Lichao Yang, Kuo Dong, Yan Ding, James Brighton, Zhenfei Zhan, Yifan Zhao

Pattern Recognition, 116, 107955 2021

Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity

Jun Cao, Kacper Grajcar, Xiaocai Shan, Yifan Zhao, Jiaru Zou, Liangyu Chen, Zhiqing Li, Richard Grunewald, Panagiotis Zis, Matteo De Marco, Zoe Unwin, Daniel Blackburn, Ptolemaios G. Sarrigiannis

Biomedical Signal Processing and Control, 67(May), 102554 2021

A Dual-Cameras-Based Driver Gaze Mapping System With an Application on Non-Driving Activities Monitoring

Lichao Yang, Kuo Dong, Arkadiusz Jan Dmitruk, James Brighton, Yifan Zhao

IEEE Transactions on Intelligent Transportation Systems, 21(10), 4318–4327 2020

A Novel Inspection Technique for Electronic Components Using Thermography (NITECT)

Haochen Liu, Lawrence Tinsley, Wayne Lam, Sri Addepalli, Xiaochen Liu, Andrew Starr, Yifan Zhao

Sensors, 20(17), 5013 2020

Pattern Recognition and Characterization of Upper Limb Neuromuscular Dynamics during Driver-Vehicle Interactions

Yang Xing, Chen Lv, Yifan Zhao, Yahui Liu, Dongpu Cao, Sadahiro Kawahara

iScience, 23(9), 101541 2020

Inversion Technique for Quantitative Infrared Thermography Evaluation of Delamination Defects in Multilayered Structures

Haochen Liu, Cuixiang Pei, Shejuan Xie, Yong Li, Yifan Zhao, Zhenmao Chen

IEEE Transactions on Industrial Informatics, 16(7), 4592–4602 2020

The Spatial Resolution Enhancement for a Thermogram Enabled by Controlled Subpixel Movements

Weixiang Du, Sri Addepalli, Yifan Zhao

IEEE Transactions on Instrumentation and Measurement, 69(6), 3566–3575 2020

Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer’s Disease

Yifan Zhao, Yitian Zhao, Pholpat Durongbhan, Liangyu Chen, Jiang Liu, S. A. Billings, Panagiotis Zis, Zoe C. Unwin, Matteo De Marco, Annalena Venneri, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis

IEEE Transactions on Medical Imaging, 39(5), 1571–1581 2020

Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering

Yitian Zhao, Yonghuai Liu, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu

IEEE Transactions on Medical Imaging, 39(2), 341–356 2020

A clustering approach to detect faults with multi-component degradations in aircraft fuel systems

Anna Zaporowska, Haochen Liu, Zakwan Skaf, Yifan Zhao

IFAC-PapersOnLine, 53(3), 113–118 2020

A miniaturised active thermography system for in-situ inspections

Weixiang Du, Haochen Liu, Adisorn Sirikham, Sri Addepalli, Yifan Zhao

IFAC-PapersOnLine, 53(3), 66–71 2020

A novel aircraft wing inspection framework based on multiple view geometry and convolutional neural network

Boyu Kuang, Zeeshan Rana, Yifan Zhao

Aerospace Europe Conference 2020 (AEC2020) 2020

An adaptive pig face recognition approach using convolutional neural networks

Mathieu Marsot, Jiangqiang Mei, Xiaocai Shan, Liyong Ye, Peng Feng, Xuejun Yan, Chenfan Li, Yifan Zhao

Computers and Electronics in Agriculture, 173(June), 105386 2020

An uncertainty quantification and aggregation framework for system performance assessment in industrial maintenance

Alexander Grenyer, John Ahmet Erkoyuncu, Sri Addepalli, Yifan Zhao

2020

Automated tortuosity analysis of nerve fibers in corneal confocal microscopy

Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu

IEEE Transactions on Medical Imaging, 39(9), 2725–2737 2020

Detectability evaluation of attributes anomaly for electronic components using pulsed thermography

Haochen Liu, Lawrence Tinsley, Sri Addepalli, Xiaochen Liu, Andrew Starr, Yifan Zhao

Infrared Physics & Technology, 111(December), 103513 2020

Inspection of electronic component using pulsed thermography

Lawrence Tinsley, Haochen Liu, Sri Addepalli, Wayne Lam, Yifan Zhao

Procedia Manufacturing, 49, 132–138 2020

Recurrent neural networks and its variants in Remaining Useful Life prediction

Youdao Wang, Sri Addepalli, Yifan Zhao

IFAC-PapersOnLine, 53(3), 137–142 2020

The implication of non-driving activities on situation awareness and take-over performance in level 3 automation

Lichao Yang, Mahdi Babayi Semiromi, Daniel Auger, Arkadiusz Dmitruk, James Brighton, Yifan Zhao

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society, 5075–5080 2020

Three-dimensional subsurface defect shape reconstruction and visualisation by pulsed thermography

Adisorn Sirikham, Yifan Zhao, Haochen Liu, Yigeng Xu, Stewart Williams, Jörn Mehnen

Infrared Physics & Technology, 104(January), 103151 2020

Ultrasound Image Filtering and Reconstruction Using DCT/IDCT Filter Structure

Barmak Honarvar Shakibaei Asli, Jan Flusser, Yifan Zhao, John Ahmet Erkoyuncu, Kajoli Banerjee Krishnan, Yasin Farrokhi, Rajkumar Roy

IEEE Access, 8, 141342–141357 2020

A Dementia Classification Framework Using Frequency and Time-Frequency Features Based on EEG Signals

Pholpat Durongbhan, Yifan Zhao, Liangyu Chen, Panagiotis Zis, Matteo De Marco, Zoe C. Unwin, Annalena Venneri, Xiongxiong He, Sheng Li, Yitian Zhao, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 27(5), 826–835 2019

2-D generating function of the zernike polynomials and their application for image classification

Barmak Honarvar Shakibaei Asli, Jan Flusser, Yifan Zhao

2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA), 1–6 2019

Current practice and challenges towards handling uncertainty for effective outcomes in maintenance

Alexander Grenyer, Fateme Dinmohammadi, John A. Erkoyuncu, Yifan Zhao, Rajkumar Roy

Procedia CIRP, 86, 282–287 2019

Distractor-Aware Deep Regression for Visual Tracking

Ming Du, Yan Ding, Xiuyun Meng, Hua-Liang Wei, Yifan Zhao

Sensors, 19(2), 387 2019

Estimation of Damage Thickness in Fiber-Reinforced Composites using Pulsed Thermography

Adisorn Sirikham, Yifan Zhao, Hamed Yazdani Nezhad, Weixiang Du, Rajkumar Roy

IEEE Transactions on Industrial Informatics, 15(1), 445–453 2019

Filter-generating system of Zernike polynomials

Barmak Honarvar Shakibaei Asli, Jan Flusser, Yifan Zhao, John Ahmet Erkoyuncu

Automatica, 108, 108498 2019

Non-destructive evaluation of localised heat damage occurring in carbon composites using thermography and thermal diffusivity measurement

Sri Addepalli, Yifan Zhao, Rajkumar Roy, Wathsala Galhenege, Marine Colle, Jingjing Yu, Aziz Ucur

Measurement, 131, 706–713 2019

Topology reconstruction of tree-like structure in images via structural similarity measure and dominant set clustering

Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 8497–8505 2019

Tremor after long term lithium treatment; is it cortical myoclonus?

Ptolemaios Georgios Sarrigiannis, Panagiotis Zis, Zoe Charlotte Unwin, Daniel J. Blackburn, Nigel Hoggard, Yifan Zhao, Stephen A. Billings, Aijaz A. Khan, John Yianni, Marios Hadjivassiliou

Cerebellum & Ataxias, 6(1), 5 2019

Characterization of Driver Neuromuscular Dynamics for Human–Automation Collaboration Design of Automated Vehicles

Chen Lv, Huaji Wang, Dongpu Cao, Yifan Zhao, Daniel J. Auger, Mark Sullman, Rebecca Matthias, Lee Skrypchuk, Alexandros Mouzakitis

IEEE/ASME Transactions on Mechatronics, 23(6), 2558–2567 2018

Global motion based video super-resolution reconstruction using discrete wavelet transform

Wasnaa Witwit, Yifan Zhao, Karl Jenkins, Sri Addepalli

Multimedia Tools and Applications, 77(20), 27641–27660 2018

Effect of design parameters on the mass of a variable-span morphing wing based on finite element structural analysis and optimization

Pedro D. R. Santos, Diogo B. Sousa, Pedro V. Gamboa, Yifan Zhao

Aerospace Science and Technology, 80, 587–603 2018

Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter

Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu

IEEE Transactions on Medical Imaging, 37(2), 438–450 2018

A confidence map based damage assessment approach using pulsed thermographic inspection

Yifan Zhao, Sri Addepalli, Adisorn Sirikham, Rajkumar Roy

NDT & E International, 93, 86–97 2018

A Novel Control Framework of Haptic Take-Over System for Automated Vehicles

Chen Lv, Huaji Wang, Dongpu Cao, Yifan Zhao, Mark Sullman, Daniel J. Auger, James Brighton, Rebecca Matthias, Lee Skrypchuk, Alexandros Mouzakitis

IEEE Intelligent Vehicles Symposium, Proceedings, 2018-June, 1596–1601 2018

A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls

Daniel Blackburn, Yifan Zhao, Matteo De Marco, Simon Bell, Fei He, Hua-Liang Wei, Sarah Lawrence, Zoe Unwin, Michelle Blyth, Jenna Angel, Kathleen Baster, Thomas Farrow, Iain Wilkinson, Stephen Billings, Annalena Venneri, Ptolemaios Sarrigiannis

Brain Sciences, 8(7), 134 2018

A Wavelet‐Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor

Yifan Zhao, Ramon C. Laguna, Yitian Zhao, Jimmy Jiang Liu, Xiongxiong He, John Yianni, Ptolemaios G. Sarrigiannis

Complexity, 2018(1), 7269494 2018

Analysis of autopilot disengagements occurring during autonomous vehicle testing

Chen Lv, Dongpu Cao, Yifan Zhao, Daniel J. Auger, Mark Sullman, Huaji Wang, Laura Millen Dutka, Lee Skrypchuk, Alexandros Mouzakitis

IEEE/CAA Journal of Automatica Sinica, 5(1), 58–68 2018

Driver workload estimation using a novel hybrid method of error reduction ratio causality and support vector machine

Yang Xing, Chen Lv, Dongpu Cao, Huaji Wang, Yifan Zhao

Measurement, 114, 390–397 2018

Estimation of Driver's Attention Level Based on Correlation Analysis of Movements

X. Peng, Z. Zhan, C. Lv, H. Wang, D. Cao, Y. Zhao

Proceedings - 2018 10th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2018, 1, 53–56 2018

Identifying challenges in quantifying uncertainty: Case study in infrared thermography

Alex Grenyer, Sri Addepalli, Yifan Zhao, Luke Oakey, John A. Erkoyuncu, Rajkumar Roy

Procedia CIRP, 73, 108–113 2018

Mechanical performance of composite bonded joints in the presence of localised process-induced zero-thickness defects

Hamed Yazdani Nezhad, Dimosthenis Stratakis, David Ayre, Sri Addepalli, Yifan Zhao

Procedia Manufacturing, 16, 91–98 2018

Prospects for seasonal forecasting of iceberg distributions in the North Atlantic

Robert Marsh, Grant Bigg, Yifan Zhao, Matthew J Martin, Jeffrey R Blundell, Simon A Josey, Edward Hanna, Vladimir Ivchenko

Natural Hazards, 91(2), 447–471 2018

Quantifying individual and collective influences of soil properties on crop yield

Rebecca Whetton, Yifan Zhao, Abdul M. Mouazen

Soil Research, 56(1), 19–27 2018

Retinal vascular segmentation using superpixel-based line operator and its application to vascular topology estimation

Tong Na, Jianyang Xie, Yitian Zhao, Yifan Zhao, Yue Liu, Yongtian Wang, Jiang Liu

Medical Physics, 45(7), 3132–3146 2018

The cortical focus in childhood absence epilepsy; evidence from nonlinear analysis of scalp EEG recordings

Ptolemaios G. Sarrigiannis, Yifan Zhao, Fei He, Stephen A. Billings, Kathleen Baster, Chris Rittey, John Yianni, Panagiotis Zis, Hualiang Wei, Marios Hadjivassiliou, Richard Grünewald

Clinical Neurophysiology, 129(3), 602–617 2018

Uniqueness-driven saliency analysis for automated lesion detection with applications to retinal diseases

Yitian Zhao, Yalin Zheng, Yifan Zhao, Yonghuai Liu, Zhili Chen, Peng Liu, Jiang Liu

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11071, 109–118 2018

An Orientation Sensor-Based Head Tracking System for Driver Behaviour Monitoring

Yifan Zhao, Lorenz Görne, Iek-Man Yuen, Dongpu Cao, Mark Sullman, Daniel Auger, Chen Lv, Huaji Wang, Rebecca Matthias, Lee Skrypchuk, Alexandros Mouzakitis

Sensors, 17(11), 2692 2017

A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors

Yuzhu Guo, Fabio Storm, Yifan Zhao, Stephen Billings, Aleksandar Pavic, Claudia Mazzà, Ling-Zhong Guo

Sensors, 17(10), 2181 2017

A compactness based saliency approach for leakages detection in fluorescein angiogram

Yitian Zhao, Pan Su, Jian Yang, Yifan Zhao, Yalin Zheng, Yongtian Wang

International Journal of Machine Learning and Cybernetics, 8(6), 1971–1979 2017

A novel defect depth measurement method based on nonlinear system identification for pulsed thermographic inspection

Yifan Zhao, Jörn Mehnen, Adisorn Sirikham, Rajkumar Roy

Mechanical Systems and Signal Processing, 85(February), 382–395 2017

A novel process-linked assembly failure model for adhesively bonded composite structures

Hamed Yazdani Nezhad, Yifan Zhao, Paul D. Liddel, Veronica Marchante, Rajkumar Roy

CIRP Annals, 66(1), 29–32 2017

A novel quantitative EEG approach to distiguish Alzheimer’s disease from fronto tempura dementia and healthy controls

D. Blackburn, P. Sarrigiannis, Z. Yifan, M. De Marco, S. Bell, A. Venneri, S. Billings, T. Farrow, H. Fei, Z. Unwin, M. Blythe, S. Lawrence, I. Wilkinson

Journal of the Neurological Sciences, 381(October), 319 2017

A passive imaging system for geometry measurement for the plasma arc welding process

Tomas Font comas, Chenglei Diao, Jialuo Ding, Stewart Williams, Yifan Zhao

IEEE Transactions on Industrial Electronics, 64(9), 7201–7209 2017

Characterisation of driver neuromuscular dynamics for haptic take-over system design for automated vehicles

Chen Lv, Huaji Wang, Dongpu Cao, Yifan Zhao, Daniel J. Auger, Mark Sullman, Rebecca Matthias, Lee Skrypchuk, Alexandros Mouzakitis

Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, 2017-January, 4565–4570 2017

Comparison of alternatives to amplitude thresholding for onset detection of acoustic emission signals

F. Bai, Daniel Gagar, Peter Foote, Yifan Zhao

Mechanical Systems and Signal Processing, 84(Part A), 717–730 2017

Determination of thermal wave reflection coefficient to better estimate defect depth using pulsed thermography

Adisorn Sirikham, Yifan Zhao, Jörn Mehnen

Infrared Physics & Technology, 86, 1–10 2017

Intensity and compactness enabled saliency estimation for leakage detection in diabetic and malarial retinopathy

Yitian Zhao, Yalin Zheng, Yonghuai Liu, Jian Yang, Yifan Zhao, Duanduan Chen, Yongtian Wang

IEEE Transactions on Medical Imaging, 36(1), 51–63 2017

Saliency driven vasculature segmentation with infinite perimeter active contour model

Yitian Zhao, Jingliang Zhao, Jian Yang, Yonghuai Liu, Yifan Zhao, Yalin Zheng, Likun Xia, Yongtian Wang

Neurocomputing, 259, 201–209 2017

Satellite image resolution enhancement using discrete wavelet transform and new edge-directed interpolation

Wasnaa Witwit, Yifan Zhao, Karl Jenkins, Yitian Zhao

Journal of Electronic Imaging, 26(2), 023014 2017

Superpixel-based line operator for retinal blood vessel segmentation

Tong Na, Yitian Zhao, Yifan Zhao, Yue Liu

Communications in Computer and Information Science, 723, 15–26 2017

Thermographic NDT for through-life inspection of high value components

Sri Addepalli, Yifan Zhao, Lawrence Tinsley

Decision Engineering, 189–197 2017

Tracking Nonlinear Correlation for Complex Dynamic Systems Using a Windowed Error Reduction Ratio Method

Yifan Zhao, Edward Hanna, Grant R. Bigg, Yitian Zhao

Complexity, 2017, 1–14 2017

O4‐09‐02: Quantitative Eeg Can Identify Difference Between Patients with Alzheimer’s Disease and Healthy Volunteers on an Individual Level

Daniel J. Blackburn, Yifan Zhou, Simon Bell, Matteo De Marco, Iain Wilkinson, Fei He, Hua Liang Wei, Thomas Farrow, Annalena Venneri, Ptolemaios Sarrigiannis

Alzheimer’s & Dementia, 12(7S_Part_7) 2016

A coefficient clustering analysis for damage assessment of composites based on pulsed thermographic inspection

Yifan Zhao, Lawrence Tinsley, Sri Addepalli, Jörn Mehnen, Rajkumar Roy

NDT & E International, 83(October), 59–67 2016

An edge detection method using outer totalistic cellular automata

Sebastian Amrogowicz, Yitian Zhao, Yifan Zhao

Neurocomputing, 214(November), 643–653 2016

An optimal factor analysis approach to improve the wavelet-based image resolution enhancement techniques

Wasnaa Witwit, Yitian Zhao, Karl W Jenkins, Yifan Zhao

Global Journal of Computer Science and Technology: F, Graphics & Vision, 16(3-F) 2016

Inferring the variation of climatic and glaciological contributions to West Greenland iceberg discharge in the twentieth century

Yifan Zhao, Grant R. Bigg, Steve A. Billings, Edward Hanna, Andrew J. Sole, Hua-liang Wei, Visakan Kadirkamanathan, David J. Wilton

Cold Regions Science and Technology, 121, 167–178 2016

New methods for onset detection of acoustic emission signals

Daniel Gagar, Fangliang Bai, Yifan Zhao, Peter Foote

8th European Workshop on Structural Health Monitoring, EWSHM 2016, 1, 675–684 2016

Region-based saliency estimation for 3D shape analysis and understanding

Yitian Zhao, Yonghuai Liu, Yongjun Wang, Baogang Wei, Jian Yang, Yifan Zhao, Yongtian Wang

Neurocomputing, 197(July), 1–13 2016

A wavelet neural network model for spatio-temporal image processing and modeling

Hua-Liang Wei, Yifan Zhao, Richard Jiang

10th International Conference on Computer Science and Education, ICCSE 2015, 119–124 2015

Degradation assessment of industrial composites using thermography

Yifan Zhao, Jörn Mehnen, Wei Xu, Mosab Alrashed, Stephen Abineri, Rajkumar Roy

Procedia CIRP, 38, 147–152 2015

Direct functional connectivity between the thalamus (vim) and the contralateral motor cortex: just a single case observation or a common pathway in the human brain?

Ptolemaios G. Sarrigiannis, Yifan Zhao, Fei He, Hualiang Wei, Stephen A. Billings, Sarah Lawrence, Jeremy Rowe, Charles Romanowski, Nigel Hoggard, Dasappaiah Ganesh Rao, Richard Grünewald, Aijaz Khan, Marios Hadjivassilliou, John Yianni

Brain Stimulation, 8(6), 1230–1233 2015

A century of variation in the dependence of Greenland iceberg calving on ice sheet surface mass balance and regional climate change

G. R. Bigg, H. L. Wei, D. J. Wilton, Y. Zhao, S. A. Billings, E. Hanna, V. Kadirkamanathan

Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 470(2166), 20130662 2014

A spatial frequency domain analysis of the Belousov-Zhabotinsky reaction

Lingzhong Guo, Yuzhu Guo, Yifan Zhao, Stephen A. Billings, Daniel Coca, Zhiqiang Lang

International Journal of Bifurcation and Chaos, 24(03), 1450031 2014

Quantitative EEG analysis using error reduction ratio-causality test; validation on simulated and real EEG data

Ptolemaios G. Sarrigiannis, Yifan Zhao, Hua-Liang Wei, Stephen A. Billings, Jayne Fotheringham, Marios Hadjivassiliou

Clinical Neurophysiology, 125(1), 32–46 2014

A new NARX-based Granger linear and nonlinear casual influence detection method with applications to EEG data

Yifan Zhao, Steve A. Billings, Hualiang Wei, Fei He, Ptolemaios G. Sarrigiannis

Journal of Neuroscience Methods, 212(1), 79–86 2013

A parametric method to measure time-varying linear and nonlinear causality with Applications to EEG data

Yifan Zhao, Steve A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis

IEEE Transactions on Biomedical Engineering, 60(11), 3141–3148 2013

Spectral analysis for nonstationary and nonlinear systems: A discrete-time-model-based approach

Fei He, Stephen A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis, Yifan Zhao

IEEE Transactions on Biomedical Engineering, 60(8), 2233–2241 2013

A new adaptive fast cellular automaton neighborhood detection and rule identification algorithm

Y. Zhao, H. L. Wei, S. A. Billings

IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 42(4), 1283–1287 2012

Application of totalistic cellular automata for noise filtering in image processing

Y. Zhao, H. M. Guo, S. A. Billings

Journal of Cellular Automata, 7(3), 207–221 2012

Fractional power NARX model identification using a harmony search algorithm

Hua-Liang Wei, Yifan Zhao, Stephen A. Billings, Jia Zhao

2012 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA) Proceedings, 102–107 2012

Identification of hybrid cellular automata using image segmentation methods

Y. Zhao, H. M. Guo, S. A. Billings

Journal of Cellular Automata, 7(3), 243–258 2012

Tracking time-varying causality and directionality of information flow using an error reduction ratio test with applications to electroencephalography data

Yifan Zhao, Steve A. Billings, Hualiang Wei, Ptolemaios G. Sarrigiannis

Physical Review E, 86(5), 051919 2012

A simple scalar coupled map lattice model for excitable media

YUZHU GUO, Yifan Zhao, DANIEL COCA, S. A. BILLINGS

International Journal of Bifurcation and Chaos, 21(11), 3277–3292 2011

Identification of geometrical models of interface evolution for dendritic crystal growth

Y. Zhao, D. Coca, S. A. Billings, R. I. Ristic, L. L. De Matos

Physics Letters A, 375(7), 1084–1091 2011

Spatio-temporal modeling of wave formation in an excitable chemical medium based on a revised fitzhughnagumo model

Y. ZHAO, S. A. BILLINGS, Y. GUO, D. COCA, L. L. DEMATOS, R. I. RISTIC

International Journal of Bifurcation and Chaos, 21(02), 505–512 2011

An adaptive wavelet neural network for spatio-temporal system identification

H. L. Wei, S. A. Billings, Y. F. Zhao, L. Z. Guo

Neural Networks, 23(10), 1286–1299 2010

Identification of excitable media using a scalar coupled map lattice model

YUZHU GUO, Yifan Zhao, S. A. BILLINGS, DANIEL COCA, R. I. RISTIC, L. L. DEMATOS

International Journal of Bifurcation and Chaos, 20(07), 2137–2150 2010

Cellular automata modelling of dendritic crystal growth based on Moore and von Neumann neighbourhoods

Y. Zhao, S. A. Billings, D. Coca

International Journal of Modelling, Identification and Control, 6(2), 119 2009

Identification of the transition rule in a modified cellular automata model: The case of dendritic NH4BR crystal growth

Y. ZHAO, S. A. BILLINGS, D. COCA, R. I. RISTIC, L. DEMATOS

International Journal of Bifurcation and Chaos, 19(07), 2295–2305 2009

Lattice dynamical wavelet neural networks implemented using particle swarm optimization for spatio-temporal system identification

Hua-Liang Wei, S. A. Billings, Yifan Zhao, Lingzhong Guo

IEEE Transactions on Neural Networks, 20(1), 181–185 2009

The identification of Coupled Map Lattice models for autonomous cellular neural network patterns

Y. PAN, S. A. BILLINGS, Y. ZHAO

International Journal of Bifurcation and Chaos, 18(04), 985–996 2008

Engaging year 1 students through problem based learning

A. Rossiter, S. Allen, C. Bacon, Z. Bin, Y. Pan, Y. Zhao, L. Shead

2007 European Control Conference, ECC 2007, 2701–2706 2007

Identification of the belousov-zhabotinskii reaction using cellular automata models

Y. ZHAO, S. A. BILLINGS, ALEXANDER F. ROUTH

International Journal of Bifurcation and Chaos, 17(05), 1687–1701 2007

The Identification of Cellular Automata

Yifan Zhao, S. A. Billings

Journal of Cellular Automata, 2(1), 47–65 2007

Neighborhood detection using mutual information for the identification of cellular automata

Y. Zhao, S. A. Billings

IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 36(2), 473–479 2006