Beth Jelfs

Research output

Research output per year 2006 2007 2008 2012 2015 2016 2017 2018 2019 2021 2022 2023 2024 2024

• 26 Conference contribution
• 24 Article
• 4 Preprint
• 1 Chapter
• 1 More
  • 1 Review article

Research output per year

Research output per year

Search results

• 2024

  Dynamic Reconfiguration of Brain Functional Network in Stroke

  Wu, K., Jelfs, B., Neville, K., Mahmoud, S. S., He, W. & Fang, Q., 28 Feb 2024, (E-pub ahead of print) In: IEEE Journal of Biomedical and Health Informatics .

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Brain 100%
  • Stroke 83%
  • Magnetic Resonance Imaging 22%
  • Static analysis 20%
  • Multilayers 19%
  25 Downloads (Pure)

• Resting-state Functional Connectivity Predicts Cochlear-Implant Speech Outcomes

  Esmaelpoor, J., Peng, T., Jelfs, B., Mao, D., Shader, M. J. & McKay, C. M., 2 Feb 2024, medRxiv.

  Research output: Working paper/Preprint › Preprint

  • cochlear implants 100%
  • deafness 37%
  • brain 25%
  • restoration 15%
  • recording 13%

• The Metaverse for Stroke Motor Rehabilitation^∗

  Choy, C. S., Fang, Q., Neville, K. & Jelfs, B., 14 May 2024, 2023 IEEE Engineering Informatics. Institute of Electrical and Electronics Engineers (IEEE), 6 p. 10520376. (Engineering Informatics, IEEE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Rehabilitation 100%
  • Stroke 86%
  • Stroke Rehabilitation 85%
  • Patient rehabilitation 62%
  • Environment 38%
• 2023

  Brain Functional Connectivity Networks do not Return to Resting-state During Control Trials in Block Design Experiments

  Esmaelpoor, J., Peng, T., Jelfs, B., Shader, M. J., McKay, C. M. & Mao, D., 11 Dec 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, 4 p. 10340143

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hemodynamics 100%
  • Brain 66%
  • Neuroimaging 40%

• Dynamic Reconfiguration of Brain Functional Network in Stroke

  Wu, K., Jelfs, B., Neville, K., He, W. & Fang, Q., 27 Jun 2023, arXiv.

  Research output: Working paper/Preprint › Preprint

  File

  • Brain 100%
  • Magnetic Resonance Imaging 22%
  • Static analysis 20%
  • Multilayers 19%
  32 Downloads (Pure)

• Evaluation of Module Dynamics in Functional Brain Networks After Stroke

  Wu, K., Fang, Q., Neville, K. & Jelfs, B., 11 Dec 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, 4 p. 10340633

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Stroke 100%
  • Brain 71%
  • Recovery of Function 22%
  • Rehabilitation 16%
  • Magnetic Resonance Imaging 13%

• Motor Imagery Observed by fNIRS

  Choy, C. S., Ye, Z., Huang, Z., Zheng, Q., Fang, Q., Mahmoud, S. S., Neville, K. & Jelfs, B., 1 Dec 2023, 2023 IEEE 19th International Conference on Body Sensor Networks (BSN). IEEE, 10331069

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Near infrared spectroscopy 100%
  • imagery 90%
  • Near-Infrared Spectroscopy 87%
  • infrared spectroscopy 65%
  • Brain 36%

• Tracking functional network connectivity dynamics in the elderly

  Wu, K., Jelfs, B., Mahmoud, S. S., Neville, K. & Fang, J. Q., 20 Mar 2023, In: Frontiers in Neuroscience. 17, 15 p., 1146264.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Elderly 100%
  • Brain 72%
  • Magnetic Resonance Imaging 24%
  • Healthy Aging 23%
  • Decision Trees 22%
  30 Downloads (Pure)

• Virtual reality and motor imagery for early post-stroke rehabilitation

  Choy, C. S., Fang, Q., Neville, K., Ding, B., Kumar, A., Mahmoud, S. S., Gu, X., Fu, J. & Jelfs, B., 5 Jul 2023, In: BioMedical Engineering Online. 22, 1, 18 p., 66.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stroke Rehabilitation 100%
  • Virtual Reality 95%
  • Patient rehabilitation 73%
  • Virtual reality 68%
  • Entropy 64%
  67 Downloads (Pure)
• 2022

  Landmark Management in the Application of Radar SLAM

  Sun, S., Jelfs, B., Ghorbani, K., Matthews, G. & Gilliam, C., 21 Dec 2022, Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022. IEEE, p. 903-910 8 p. (Proceedings Asia-Pacific Signal and Information Processing Association Annual Summit and Conference APSIPA ASC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Radar 100%
  • Extended Kalman filters 43%
  56 Downloads (Pure)

• Landmark Management in the Application of Radar SLAM

  Sun, S., Jelfs, B., Ghorbani, K., Matthews, G. & Gilliam, C., 15 Sept 2022.

  Research output: Working paper/Preprint › Preprint

  File

  • Radar 100%
  • Extended Kalman filters 43%
  46 Downloads (Pure)

• Mapping extended landmarks for radar SLAM

  Sun, S., Gilliam, C., Ghorbani, K., Matthews, G. & Jelfs, B., 31 Oct 2022, arXiv, p. 1-5, 5 p.

  Research output: Working paper/Preprint › Preprint

  Open Access

  File

  • Radar 100%
  • Automotive radar 43%
  • Sensors 31%
  • Motion planning 29%
  • Target tracking 29%
  42 Downloads (Pure)
• 2021

  An adaptive all-pass filter for time-varying delay estimation

  Jelfs, B., Sun, S., Ghorbani, K. & Gilliam, C., 17 Mar 2021, In: IEEE Signal Processing Letters. 28, p. 628-632 5 p., 9380457.

  Research output: Contribution to journal › Article › peer-review

  • Delay Estimation 100%
  • All-pass filters 77%
  • Time-varying Delay 59%
  • Adaptive filters 56%
  • Filter 46%
  1 Citation (Scopus)

• An efficient and flexible spike train model via empirical Bayes

  She, Q., Wu, X., Jelfs, B., Charles, A. S. & Chan, R. H. M., 30 Apr 2021, In: IEEE Transactions on Signal Processing. 69, p. 3236-3251 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Maximum likelihood 100%
  • Neurons 97%
  • Parameter estimation 48%
  • Statistical Models 48%

• Cooperative localization using distance measurements for mobile nodes

  Li, W., Jelfs, B., Kealy, A., Wang, X. & Moran, B., 22 Feb 2021, In: Sensors. 21, 4, 18 p., 1507.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Distance measurement 100%
  • Displacement 66%
  • Compound Mobility 61%
  • Simulation 51%
  • Environment 46%
  1 Citation (Scopus)

  32 Downloads (Pure)

• Toward autonomous uav localization via aerial image registration

  Wang, X., Kealy, A., Li, W., Jelfs, B., Gilliam, C., May, S. L. & Moran, B., 10 Feb 2021, In: Electronics (Switzerland). 10, 4, 15 p., 435.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Image registration 100%
  • Unmanned aerial vehicles (UAV) 82%
  • Antennas 57%
  • Feedback control 19%
  • Satellites 17%
  1 Citation (Scopus)

  38 Downloads (Pure)

• Weakly-supervised lesion analysis with a CNN-based framework for COVID-19

  Wu, K., Jelfs, B., Ma, X., Ke, R., Tan, X. & Fang, Q., 31 Dec 2021, In: Physics in Medicine and Biology. 66, 24, 20 p., 245027.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Thorax 100%
  • Deep Learning 99%
  • Glass 69%
  • China 58%
  • Datasets 57%
  20 Downloads (Pure)
• 2020

  Application of Image Processing and Circular Statistics to 3D Cellular Alignment

  Jelfs, B. & Gilliam, C., 7 Dec 2020, 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2020 - Proceedings. IEEE, p. 992-1000 9 p. 9306340

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image Processing 100%
  • image processing 69%
  • Alignment 60%
  • statistics 54%
  • Image processing 54%

• Complexity measures of voice recordings as a discriminative tool for Parkinson’s disease

  Viswanathan, R., Arjunan, S. P., Bingham, A., Jelfs, B., Kempster, P., Raghav, S. & Kumar, D. K., 1 Jan 2020, In: Biosensors. 10, 1, 1.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Parkinson Disease 100%
  • Dimension 89%
  • Fractals 78%
  • Entropy 24%
  • Phonetics 18%
  9 Citations (Scopus)
• 2019

  Estimating Muscle Fibre Conduction Velocity in the Presence of Array Misalignment

  Gilliam, C. & Jelfs, B., 4 Mar 2019, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. IEEE, p. 853-860 8 p. 8659741

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Muscle 100%
  • All-pass filters 79%
  • Fibers 73%
  • Electromyography 65%
  • Electrodes 40%
  1 Citation (Scopus)

• Fast and efficient delay estimation using local all-pass and kalman filters

  Jelfs, B. & Gilliam, C., Nov 2019, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. IEEE, p. 1533-1539 7 p. 9023238

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • All-pass filters 100%
  • Kalman filters 61%
  • Maximum likelihood estimation 25%
  • Time delay 18%
  • Signal processing 18%

• Normalized Mutual Information of phonetic sound to distinguish the speech of Parkinson's disease

  Viswanathan, R., Bingham, A., Raghav, S., Arjunan, S. P., Jelfs, B., Kempster, P. & Kumar, D. K., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. IEEE, p. 3523-3526 4 p. 8857112

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Phonetics 100%
  • Speech analysis 92%
  • Mental Status and Dementia Tests 83%
  • Parkinson Disease 67%
  • Acoustic waves 62%

• Prosthetic hand control: A multidisciplinary review to identify strengths, shortcomings, and the future

  Kumar, D. K., Jelfs, B., Sui, X. & Arjunan, S. P., Aug 2019, In: Biomedical Signal Processing and Control. 53, 101588.

  Research output: Contribution to journal › Review article › peer-review

  • Prosthetics 100%
  • Hand 69%
  • Imagination 42%
  • Interdisciplinary Research 41%
  • Technology 39%
  14 Citations (Scopus)

• Which gait parameters and walking patterns show the significant differences between Parkinson’s disease and healthy participants?

  Keloth, S. M., Viswanathan, R., Jelfs, B., Arjunan, S., Raghav, S. & Kumar, D., 1 Jun 2019, In: Biosensors. 9, 2, 59.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Gait 100%
  • Walking 91%
  • Parkinson Disease 87%
  • Healthy Volunteers 69%
  9 Citations (Scopus)
• 2018

  Identifying Noisy Electrodes in High Density Surface Electromyography Recordings Through Analysis of Spatial Similarities

  Bingham, A., Jelfs, B., Arjunan, S. P. & Kumar, D. K., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, p. 2325-2328 4 p. 8512846

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spatial Analysis 100%
  • Electromyography 93%
  • Electrodes 66%
  • Isometric Contraction 10%
  • Signal-To-Noise Ratio 9%
  3 Citations (Scopus)

• Outlier removal in facial surface electromyography through Hampel filtering technique

  Bhowmik, S., Jelfs, B., Arjunan, S. P. & Kumar, D. K., 23 Jan 2018, 2017 IEEE Life Sciences Conference, LSC 2017. IEEE, p. 258-261 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electromyography 100%
  • Eye 51%
  4 Citations (Scopus)

• Time-Varying Delay Estimation Using Common Local All-Pass Filters with Application to Surface Electromyography

  Gilliam, C., Bingham, A., Blu, T. & Jelfs, B., 10 Sept 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. IEEE, p. 841-845 5 p. 8461390

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • All-pass filters 100%
  • Electromyography 81%
  • Electrodes 38%
  3 Citations (Scopus)
• 2017

  Directionality indices: Testing information transfer with surrogate correction

  Jelfs, B. & Chan, R. H. M., 27 Nov 2017, In: Physical Review E. 96, 5, 052220.

  Research output: Contribution to journal › Article › peer-review

  • Information Transfer 100%
  • information transfer 87%
  • Surrogate 78%
  • Mutual Information 46%
  • Testing 45%
  2 Citations (Scopus)

• Entropy of surface EMG reflects object weight in grasp-and-lift task

  Li, Y., Jelfs, B. & Chan, R. H. M., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, p. 2530-2533 4 p. 8037372

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electromyography 100%
  • Entropy 98%
  • Hand Strength 86%
  • Weights and Measures 52%
  • Isometric Contraction 25%
  1 Citation (Scopus)

• Normalised mutual information of high-density surface electromyography during muscle fatigue

  Bingham, A., Arjunan, S. P., Jelfs, B. & Kumar, D. K., 20 Dec 2017, In: Entropy. 19, 12, 697.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • electromyography 100%
  • muscles 68%
  • electrodes 40%
  • contraction 23%
  11 Citations (Scopus)

• Self-recalibrating surface EMG pattern recognition for neuroprosthesis control based on convolutional neural network

  Zhai, X., Jelfs, B., Chan, R. H. M. & Tin, C., 11 Jul 2017, In: Frontiers in Neuroscience. 11, JUL, 379.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Amputees 100%
  • Electromyography 77%
  • Hand 38%
  • Support Vector Machine 31%
  • Upper Extremity 23%
  155 Citations (Scopus)
• 2016

  Computational classification of different wild-type zebrafish strains based on their variation in light-induced locomotor response

  Gao, Y., Zhang, G., Jelfs, B., Carmer, R., Venkatraman, P., Ghadami, M., Brown, S. A., Pang, C. P., Leung, Y. F., Chan, R. H. M. & Zhang, M., 1 Feb 2016, In: Computers in Biology and Medicine. 69, p. 1-9 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Zebrafish 100%
  • Light 69%
  • Datasets 25%
  • Behavioral research 13%
  • Behavioral Research 11%
  15 Citations (Scopus)

• Cross-frequency information transfer from EEG to EMG in grasping

  So, W. K. Y., Yang, L., Jelfs, B., She, Q., Wong, S. W. H., Mak, J. N. & Chan, R. H. M., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. IEEE, p. 4531-4534 4 p. 7591735

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electroencephalography 100%
  • Entropy 83%
  • Wavelet Analysis 48%
  • Nonlinear Dynamics 45%
  • Wavelet transforms 31%
  9 Citations (Scopus)

• Fuzzy entropy based nonnegative matrix factorization for muscle synergy extraction

  Jelfs, B., Li, L., Tin, C. & Chan, R. U. M., 18 May 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. IEEE, p. 739-743 5 p. 7471773

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Factorization 100%
  • Muscle 93%
  • Entropy 84%
  • Chemical activation 30%
  5 Citations (Scopus)

• Impairment of decision making and disruption of synchrony between basolateral amygdala and anterior cingulate cortex in the maternally separated rat

  Cao, B., Wang, J., Zhang, X., Yang, X., Poon, D. C. H., Jelfs, B., Chan, R. H. M., Wu, J. C. Y. & Li, Y., 1 Dec 2016, In: Neurobiology of Learning and Memory. 136, p. 74-85 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Basolateral Nuclear Complex 100%
  • Gyrus Cinguli 80%
  • Decision Making 63%
  • cognitive impairment 63%
  • gambling 55%
  15 Citations (Scopus)

• Short latency hand movement classification based on surface EMG spectrogram with PCA

  Zhai, X., Jelfs, B., Chan, R. H. M. & Tin, C., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. IEEE, p. 327-330 4 p. 7590706

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gestures 100%
  • Passive Cutaneous Anaphylaxis 99%
  • Electromyography 93%
  • Gesture recognition 60%
  • Hand 58%
  24 Citations (Scopus)

• Vagus Nerve Stimulation Alters Phase Synchrony of the Anterior Cingulate Cortex and Facilitates Decision Making in Rats

  Cao, B., Wang, J., Shahed, M., Jelfs, B., Chan, R. H. M. & Li, Y., 12 Oct 2016, In: Scientific Reports. 6, 35135.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Vagus Nerve Stimulation 100%
  • Gyrus Cinguli 77%
  • Decision Making 61%
  • Basolateral Nuclear Complex 32%
  • Gambling 20%
  18 Citations (Scopus)
• 2015

  A unifying framework for the analysis of proportionate NLMS algorithms

  Jelfs, B. & Mandic, D. P., 1 Sept 2015, In: International Journal of Adaptive Control and Signal Processing. 29, 9, p. 1073-1085 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Adaptive filtering 100%
  • Impulse response 86%
  • Adaptive algorithms 84%
  6 Citations (Scopus)

• Impairment of cognitive function by chemotherapy: Association with the disruption of phase-locking and synchronization in anterior cingulate cortex

  Mu, L., Wang, J., Cao, B., Jelfs, B., Chan, R. H. M., Xu, X., Hasan, M., Zhang, X. & Li, Y., 23 May 2015, In: Molecular Brain. 8, 1, 32.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Gyrus Cinguli 100%
  • Basolateral Nuclear Complex 89%
  • Long-Term Potentiation 78%
  • Cognition 76%
  • Cisplatin 74%
  25 Citations (Scopus)

• Recruitment of small synergistic movement makes a good pianist

  Jelfs, B., Zhou, S., Wong, B. K. Y., Tin, C. & Chan, R. H. M., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. IEEE, p. 242-245 4 p. 7318345

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Biomechanical Phenomena 100%
  • Kinematics 82%
  3 Citations (Scopus)

• Theta-frequency phase-locking of single anterior cingulate cortex neurons and synchronization with the medial thalamus are modulated by visceral noxious stimulation in rats

  Wang, J., Cao, B., Yu, T. R., Jelfs, B., Yan, J., Chan, R. H. M. & Li, Y., 9 Jul 2015, In: Neuroscience. 298, p. 200-210 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Gyrus Cinguli 100%
  • Thalamus 95%
  • Visceral Pain 60%
  • Neurons 59%
  • Psychological Power 20%
  22 Citations (Scopus)
• 2012

  An adaptive approach for the identification of improper complex signals

  Jelfs, B., Mandic, D. P. & Douglas, S. C., Feb 2012, In: Signal Processing. 92, 2, p. 335-344 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Adaptive filters 100%
  • Monitoring 52%
  21 Citations (Scopus)

• Individualised Optimisation of Modelled Cerebral Oxygenation Near-Infrared Spectroscopy Signals

  Jelfs, B., Panovska-Griffiths, J., Tachtsidis, I., Banaji, M. & Elwell, C., 2012, Biomedical Optics and 3-D Imaging.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Modelling noninvasively measured cerebral signals during a hypoxemia challenge: Steps towards individualised modelling

  Jelfs, B., Banaji, M., Tachtsidis, I., Cooper, C. E. & Elwell, C. E., 5 Jun 2012, In: PLoS ONE. 7, 6, e38297.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • hypoxia 100%
  • Hypoxia 85%
  • Pharmacological Metabolism 84%
  • NIR Spectroscopy 54%
  • Cerebrovascular Circulation 52%
  2 Citations (Scopus)

• Modelling of brain consciousness based on collaborative adaptive filters

  Li, L., Xia, Y., Jelfs, B., Cao, J. & Mandic, D. P., 15 Jan 2012, In: Neurocomputing. 76, 1, p. 36-43 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Adaptive filters 100%
  • Consciousness 94%
  • Electroencephalography 89%
  • Brain 76%
  • Brain Death 56%
  11 Citations (Scopus)
• 2011

  An augmented echo state network for nonlinear adaptive filtering of complex noncircular signals

  Xia, Y., Jelfs, B., Van Hulle, M. M., Principe, J. C. & Mandic, D. P., Jan 2011, In: IEEE Transactions on Neural Networks. 22, 1, p. 74-83 10 p., 5634130.

  Research output: Contribution to journal › Article › peer-review

  • Adaptive filtering 100%
  • Statistics 65%
  • Nonlinear Dynamics 55%
  • Benchmarking 45%
  89 Citations (Scopus)
• 2010

  Characterisation of signal modality: Exploiting signal nonlinearity in machine learning and signal processing

  Jelfs, B., Javidi, S., Vayanos, P. & Mandic, D., Oct 2010, In: Journal of Signal Processing Systems. 61, 1, p. 105-115 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Modality 100%
  • Information fusion 98%
  • Machine Learning 93%
  • Signal Processing 90%
  • Signal processing 68%
  12 Citations (Scopus)
• 2009

  Blind extraction of noncircular complex signals using a widely linear predictor

  Javidi, S., Jelfs, B. & Mandic, D. P., 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing, SSP '09. p. 501-504 4 p. 5278530

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Predictors 100%
  • Covariance matrix 55%
  • Statistics 40%
  • Prediction Error 31%
  • Mean square error 27%
  4 Citations (Scopus)
• 2008

  Collaborative adaptive filtering in the complex domain

  Jelfs, B., Xia, Y., Mandic, D. P. & Douglas, S. C., 2008, Proceedings of the 2008 IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008. p. 421-425 5 p. 4685517

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Adaptive filtering 100%
  8 Citations (Scopus)

• Collaborative adaptive filters for online knowledge extraction and information fusion

  Jelfs, B., Vayanos, P., Javidi, S., Goh, S. L. & Mandic, DP., 2008, Signal Processing Techniques for Knowledge Extraction and Information Fusion. Springer, p. 3-21 19 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Information fusion 100%
  • Adaptive filters 93%
  • Electroencephalography 83%
  • Radar 69%