Investigation of bispectral index filtering and improvement using wavelet transform adaptive filter
Paper
Palendeng, Mario Elvis, Wen, Peng and Goh, Steven. 2010. "Investigation of bispectral index filtering and improvement using wavelet transform adaptive filter." Kuo, Way, Tsui, Lap Chee and Sung, Jao Yiu (ed.) 4th IEEE International Conference on Nano/Molecular Medicine and Engineering (NANOMED 2010). Hong Kong, China 05 - 09 Dec 2010 Piscataway, NJ. United States. https://doi.org/10.1109/NANOMED.2010.5749796
| Paper/Presentation Title | Investigation of bispectral index filtering and improvement using wavelet transform adaptive filter |
|---|---|
| Presentation Type | Paper |
| Authors | Palendeng, Mario Elvis (Author), Wen, Peng (Author) and Goh, Steven (Author) |
| Editors | Kuo, Way, Tsui, Lap Chee and Sung, Jao Yiu |
| Journal or Proceedings Title | Proceedings of the 4th IEEE International Conference on Nano/Molecular Medicine and Engineering (NANOMED 2010) |
| Number of Pages | 5 |
| Year | 2010 |
| Place of Publication | Piscataway, NJ. United States |
| ISBN | 9781612841540 |
| 9781612841533 | |
| Digital Object Identifier (DOI) | https://doi.org/10.1109/NANOMED.2010.5749796 |
| Web Address (URL) of Paper | http://www.ieee-nanomed.org/2010/ |
| Conference/Event | 4th IEEE International Conference on Nano/Molecular Medicine and Engineering (NANOMED 2010) |
| Event Details | 4th IEEE International Conference on Nano/Molecular Medicine and Engineering (NANOMED 2010) Event Date 05 to end of 09 Dec 2010 Event Location Hong Kong, China |
| Abstract | Electroencephalogram (EEG) signals are often contaminated with artifacts such as electromyography (EMG), eye blink and eye ball movement. These contaminated EEG signals may give incorrect values of Bispectral Index. If fixed band-pass filter is used to filter the overlapping signals between the EEG and the artifacts, the useful information in EEG signal could be lost. This paper proposes a method to filter the EEG signals using wavelet adaptive techniques. The preliminary result shows that this technique is capable to remove the artifacts from the EEG signal more efficiently. |
| Keywords | EEG; bispectral index; wavelet transform; adaptive filter |
| ANZSRC Field of Research 2020 | 400607. Signal processing |
| 400303. Biomechanical engineering | |
| 321204. Vision science | |
| Public Notes | © 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| Byline Affiliations | Department of Electrical, Electronic and Computer Engineering |
| Department of Mechanical and Mechatronic Engineering | |
| Institution of Origin | University of Southern Queensland |
Permalink -
https://research.usq.edu.au/item/q0725/investigation-of-bispectral-index-filtering-and-improvement-using-wavelet-transform-adaptive-filter
Download files
Accepted Version
| Palendeng_Wen_Goh_AV.pdf | ||
| File access level: Anyone | ||
Other Documentation
| Binder2.pdf | ||
| File access level: Anyone | ||
2098
total views928
total downloads0
views this month0
downloads this month
Export as
Related outputs
Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features
Li, Tianning, Huang, Yi, Wen, Paul and Li, Yan. 2024. "Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features." Brain Informatics. 11. https://doi.org/10.1186/s40708-024-00241-yA Lightweight Deep Learning Model for EEG Classification Across Visual Stimuli
Liu, Yi, Goh, Steven, Low, Tobias, Quince, Zach and Teragawa, Shoryu. 2024. "A Lightweight Deep Learning Model for EEG Classification Across Visual Stimuli." 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2024 ). Tianjin, China 08 - 10 May 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CSCWD61410.2024.10580396A real-time epilepsy seizure detection approach based on EEG using short-time Fourier transform and Google-Net convolutional neural network
Shen, Mingkan, Yang, Fuwen, Wen, Peng, Song, Bo and Li, Yan. 2024. "A real-time epilepsy seizure detection approach based on EEG using short-time Fourier transform and Google-Net convolutional neural network." Heliyon. 10 (11). https://doi.org/10.1016/j.heliyon.2024.e31827Cyber Battle Management Systems (CBMS) is Considered as Systems of Systems (SoS) and Emergent Behavior is Present, where Viable System Model (VSM) only Controls System Variety
Seizovic, Aleksandar, Goh, Steven, Thorpe, David and Skoufa, Lucas. 2024. "Cyber Battle Management Systems (CBMS) is Considered as Systems of Systems (SoS) and Emergent Behavior is Present, where Viable System Model (VSM) only Controls System Variety." Applied Artificial Intelligence: an international journal. 38 (1). https://doi.org/10.1080/08839514.2024.2384333Emerging Technology and the Competency Requirements of Local Authority Engineering Asset Management Personnel - A Researchers Journey
Munn, Kylie, Goh, Steven and Thorpe, David. 2024. "Emerging Technology and the Competency Requirements of Local Authority Engineering Asset Management Personnel - A Researchers Journey." AMPEAK 2024 . Adelaide, Australia 14 - 17 Apr 2024 Australia.Unlocking potential in renewable energy curtailment for green ammonia production
Laimon, M. and Goh, S.. 2024. "Unlocking potential in renewable energy curtailment for green ammonia production." International Journal of Hydrogen Energy. 71, pp. 964-971. https://doi.org/10.1016/j.ijhydene.2024.05.022An automatic method using MFCC features for sleep stage classification
Pei, Wei, Li, Yan, Wen, PPeng, Yang, Fuwen and Ji, Xiaopeng. 2024. "An automatic method using MFCC features for sleep stage classification." Brain Informatics. 11. https://doi.org/10.1186/s40708-024-00219-wExploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease
Siuly, Siuly, Alcin, Ömer Faruk, Wang, Hua, Li, Yan and Wen, Peng. 2024. "Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease ." IEEE Transactions on Emerging Topics in Computational Intelligence. 8 (2), pp. 1609-1623. https://doi.org/10.1109/TETCI.2024.33536103D convolutional neural network for schizophrenia detection using as EEG-based functional brain network
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2024. "3D convolutional neural network for schizophrenia detection using as EEG-based functional brain network." Biomedical Signal Processing and Control. 89. https://doi.org/10.1016/j.bspc.2023.105815MixSleepNet: A Multi-Type Convolution Combined Sleep Stage Classification Model
Ji, Xiaopeng, Li, Yan, Wen, Peng, Barua, Prabal and Acharya, U Rajendra. 2024. "MixSleepNet: A Multi-Type Convolution Combined Sleep Stage Classification Model ." Computer Methods and Programs in Biomedicine. 244. https://doi.org/10.1016/j.cmpb.2023.107992Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism
Yang, Hao, Yan, Huaicheng, Li, Yan, Wen, Paul and Yang, Fuwen. 2023. "Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism." IEEE Transactions on Automatic Control. 69 (8), pp. 5109-5124. https://doi.org/10.1109/TAC.2023.3347599Rubrics – Know How to Use Them and How to Write Them
Quince, Zachery and Goh, Steven. 2023. "Rubrics – Know How to Use Them and How to Write Them." 34th Annual Conference of the Australasian Association for Engineering Education (AAEE 2023). Gold Coast, Australia 03 - 06 Dec 2023 Australasian Association for Engineering Education.Exploring deep residual network based features for automatic schizophrenia detection from EEG
Siuly, Siuly, Guo, Yanhui, Alcin, Omer Faruk, Li, Yan, Wen, Peng and Wang, Hua. 2023. "Exploring deep residual network based features for automatic schizophrenia detection from EEG." Physical and Engineering Sciences in Medicine. 46 (2), pp. 561-574. https://doi.org/10.1007/s13246-023-01225-8Efficient novel network and index for alcoholism detection from EEGs
Sadiq, Muhammad Tariq, Siuly, Siuly, Almogren, Ahmad, Li, Yan and Wen, Paul. 2023. "Efficient novel network and index for alcoholism detection from EEGs." Health Information Science and Systems. 11 (1). https://doi.org/10.1007/s13755-023-00227-w3DSleepNet: A Multi-Channel Bio-Signal Based Sleep Stages Classification Method Using Deep Learning
Ji, Xiaopeng, Li, Yan and Wen, Peng. 2023. "3DSleepNet: A Multi-Channel Bio-Signal Based Sleep Stages Classification Method Using Deep Learning." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31, pp. 3513-3523. https://doi.org/10.1109/TNSRE.2023.3309542Automatic identification of schizophrenia based on EEG signals using dynamic functional connectivity analysis and 3D convolutional neural network
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Automatic identification of schizophrenia based on EEG signals using dynamic functional connectivity analysis and 3D convolutional neural network." Computers in Biology and Medicine. 160. https://doi.org/10.1016/j.compbiomed.2023.107022Automatic sleep spindles identification and classification with multitapers and convolution
Zapata, Ignacio, Wen, Peng, Jones, Evan, Fjaagesund, Shauna and Li, Yan. 2024. "Automatic sleep spindles identification and classification with multitapers and convolution." Sleep. 47 (1). https://doi.org/10.1093/sleep/zsad159Cybernetics and battle management system (BMS) in network soldier system application
Seizovic, Aleksandar, Thorpe, David, Goh, Steven and Skoufer, L.ucas. 2023. "Cybernetics and battle management system (BMS) in network soldier system application." Australian Journal of Multi-Disciplinary Engineering. 19 (1), pp. 30-52. https://doi.org/10.1080/14488388.2023.2199600Numerical Evaluation of the Human Skull with Focused Ultrasound Stimulation
Huang, Yi, Wen, Peng, Song, Bo and Li, Yan. 2023. "Numerical Evaluation of the Human Skull with Focused Ultrasound Stimulation ." Acoustics Australia. 51 (2), p. 233–241. https://doi.org/10.1007/s40857-023-00289-6Real-time epilepsy seizure detection based on EEG using tunable-Q wavelet transform and convolutional neural network
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Real-time epilepsy seizure detection based on EEG using tunable-Q wavelet transform and convolutional neural network." Biomedical Signal Processing and Control. 82. https://doi.org/10.1016/j.bspc.2022.104566Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks." Biomedical Signal Processing and Control. 79 (Part 2). https://doi.org/10.1016/j.bspc.2022.104242Rules-Based and SVM-Q Methods With Multitapers and Convolution for Sleep EEG Stages Classification
Zapata, Ignacio A., Li, Yan and Wen, Peng. 2022. "Rules-Based and SVM-Q Methods With Multitapers and Convolution for Sleep EEG Stages Classification." IEEE Access. 10, pp. 71299-71310. https://doi.org/10.1109/ACCESS.2022.3188286Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG
Sadiq, Muhammad Tariq, Akbari, Hesam, Siuly, Siuly, Li, Yan and Wen, Paul. 2022. "Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG." 11th International Conference on Health Information Science (HIS 2022). Biarritz, France 28 - 30 Oct 2022 Switzerland. https://doi.org/10.1007/978-3-031-20627-6_10SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia
Siuly, Siuly, Li, Yan, Wen, Peng and Alcin, Omer Faruk. 2022. "SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia." Computational Intelligence and Neuroscience. 2022, pp. 1-13. https://doi.org/10.1155/2022/1992596System dynamics modelling to assess the impact of renewable energy systems and energy efficiency on the performance of the energy sector
Laimon, Mohamd, Mai, Thanh, Goh, Steven and Yusaf, Talal. 2022. "System dynamics modelling to assess the impact of renewable energy systems and energy efficiency on the performance of the energy sector." Renewable Energy. 193, pp. 1041-1048. https://doi.org/10.1016/j.renene.2022.05.041A systems thinking approach to address sustainability challenges to the energy sector
Laimon, M., Yusaf, Talal, Mai, T., Goh, S. and Alrefae, Waleed. 2022. "A systems thinking approach to address sustainability challenges to the energy sector." International Journal of Thermofluids. 15, pp. 1-13. https://doi.org/10.1016/j.ijft.2022.100161An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2022. "An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods." Biomedical Signal Processing and Control. 77, pp. 1-8. https://doi.org/10.1016/j.bspc.2022.103820Jumping Knowledge Based Spatial-Temporal Graph Convolutional Networks for Automatic Sleep Stage Classification
Ji, Xiaopeng, Li, Yan and Wen, Peng. 2022. "Jumping Knowledge Based Spatial-Temporal Graph Convolutional Networks for Automatic Sleep Stage Classification." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30, pp. 1464-1472. https://doi.org/10.1109/TNSRE.2022.3176004Real-Time Depth of Anaesthesia Assessment Based on Hybrid Statistical Features of EEG
Huang, Yi, Wen, Peng, Song, Bo and Li, Yan. 2022. "Real-Time Depth of Anaesthesia Assessment Based on Hybrid Statistical Features of EEG." Sensors. 22 (16). https://doi.org/10.3390/s22166099Identification of Normal and Depression EEG Signals in Variational Mode Decomposition Domain
Akbari, Hesam, Sadiq, Muhammad Tariq, Siuly, Siuly, Li, Yan and Wen, Paul. 2022. "Identification of Normal and Depression EEG Signals in Variational Mode Decomposition Domain." Health Information Science and Systems. 10 (1). https://doi.org/10.1007/s13755-022-00187-7Numerical investigation of the energy distribution of Low-intensity transcranial focused ultrasound neuromodulation for hippocampus
Huang, Yi, Wen, Peng, Song, Bo and Li, Yan. 2022. "Numerical investigation of the energy distribution of Low-intensity transcranial focused ultrasound neuromodulation for hippocampus." Ultrasonics. 124. https://doi.org/10.1016/j.ultras.2022.106724A hybrid deep learning scheme for multi-channel sleep stage classification
Pei, Wei, Li, Yan, Siuly, Siuly and Wen, Peng. 2022. "A hybrid deep learning scheme for multi-channel sleep stage classification." Computers, Materials and Continua. 71 (1), pp. 889-905. https://doi.org/10.32604/cmc.2022.021830Novel large scale brain network models for EEG epileptic pattern generations
Al-Hossenat, Auhood, Song, Bo, Wen, Peng and Li, Yan. 2022. "Novel large scale brain network models for EEG epileptic pattern generations." Expert Systems with Applications. 194. https://doi.org/10.1016/j.eswa.2021.116477The New Artisan and engineering know-how
Mears, Stephen R, Goh, Steven, Fergusson, Lee, Grollmann, Philipp and Gutschow, Katrin. 2022. "The New Artisan and engineering know-how." 22nd International Conference on Knowledge, Culture, and Change in Organizations: Preparing Organizations for New Digital Futures: New Rules of Engagement for the Fourth Industrial Revolution? (2021). Auckland, New Zealand 15 - 16 Jan 2022 New Zealand.Alcoholic EEG signals recognition based on phase space dynamic and geometrical features
Sadiq, Muhammad Tariq, Akbar, Hesam, Siuly, Siuly, Li, Yan Li and Wen, Peng (Paul). 2022. "Alcoholic EEG signals recognition based on phase space dynamic and geometrical features." Chaos, Solitons and Fractals. 158, pp. 1-12. https://doi.org/10.1016/j.chaos.2022.112036A Multi-Objective Methodology for Selecting Lean Initiatives in Modular Construction Companies
Shams Bidhendi, Saba, Goh, Steven and Wandel, Andrew. 2018. "A Multi-Objective Methodology for Selecting Lean Initiatives in Modular Construction Companies." World Academy of Science, Engineering and Technology (Industrial and Manufacturing Engineering). 12 (9), pp. 1254-1266. https://doi.org/10.5281/zenodo.1474713Asset management competency requirements in Australian local government: a systematic literature review
Munn, Kylie, Goh, Steven, Basson, Marita and Thorpe, David. 2021. "Asset management competency requirements in Australian local government: a systematic literature review." Australasian Journal of Engineering Education. 26 (2), pp. 167-200. https://doi.org/10.1080/22054952.2021.1934262An automatic scheme with diagnostic index for identification of normal and depression EEG signals
Akari, Hesam, Sadiq, Muhammad Tariq, Siuly, Siuly, Li, Yan and Wen, Peng (Paul). 2021. "An automatic scheme with diagnostic index for identification of normal and depression EEG signals." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_6ADHD Children Identification Based on EEG Using Effective Connectivity Techniques
Shen, M., Wen, Peng, Song, Bo and Li, Yan. 2021. "ADHD Children Identification Based on EEG Using Effective Connectivity Techniques ." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_7GIS, an Essential Technology for Civil Engineering Education in Developing Countries
Perera, Kithsiri, Tateishi, Ryutaro and Goh, Steven. 2021. "GIS, an Essential Technology for Civil Engineering Education in Developing Countries." Advancements in Civil Engineering & Technology. 4 (5), pp. 1-4. https://doi.org/10.31031/ACET.2021.04.000599Extracting epileptic features in EEGs using a dual-tree complex wavelet transform coupled with a classification algorithm
Al-Salman, Wessam, Li, Yan, Wen, Peng, Miften, Firas Sabar, Oudah, Atheer Y. and Ghayab, Hadi Ratham Al. 2022. "Extracting epileptic features in EEGs using a dual-tree complex wavelet transform coupled with a classification algorithm." Brain Research. 1779. https://doi.org/10.1016/j.brainres.2022.147777Large-scale brain network model and multi-band electroencephalogram rhythm simulations
Al-Hossenat, Auhood, Wen, Peng and Li, Yan. 2022. "Large-scale brain network model and multi-band electroencephalogram rhythm simulations." International Journal of Biomedical Engineering and Technology. 38 (4), pp. 395-409. https://doi.org/10.1504/IJBET.2022.123153Emergent behavior in the battle management system
Seizovic, Aleksandar, Thorpe, David and Goh, Steven. 2022. "Emergent behavior in the battle management system." Applied Artificial Intelligence: an international journal. 36 (1), pp. 1-24. https://doi.org/10.1080/08839514.2022.2151183Detection of k-complexes in EEG signals using a multi-domain feature extraction coupled with a least square support vector machine classifier
Al-Salman, Wessam, Li, Yan and Wen, Peng. 2021. "Detection of k-complexes in EEG signals using a multi-domain feature extraction coupled with a least square support vector machine classifier." Neuroscience Research. 172, pp. 26-40. https://doi.org/10.1016/j.neures.2021.03.012Effects of professional compromise on higher education employees
Fein, Erich C., Sadykova, Natalia, Collins, Pauline, Beccaria, Lisa, Goh, Steven and Kauter, Kate. 2021. "Effects of professional compromise on higher education employees." International Journal of Innovative Science and Research Technology. 6 (3), pp. 1047-1055.A preliminary study of the impact of lateral head orientations on the current distributions during tDCS
Song, Bo, Menezes de Oliveira, Marilia, Wang, Shuaifang, Li, Yan, Wen, Peng and Ahfock, Tony. 2019. "A preliminary study of the impact of lateral head orientations on the current distributions during tDCS." Liang, Peipeng, Goel, Vinod and Shan, Chunlei (ed.) 12th International Conference on Brain Informatics (BI 2019). Haikou, China 13 - 15 Dec 2019 Cham, Switzerland. https://doi.org/10.1007/978-3-030-37078-7_25A Novel Real-time Depth of Anaesthesia Monitoring Method using Detrended Fluctuation Analysis and ANN
Chen, Xing and Wen, Paul. 2020. "A Novel Real-time Depth of Anaesthesia Monitoring Method using Detrended Fluctuation Analysis and ANN." 2020 5th International Conference on Biomedical Signal and Image Processing (ICBIP 2020). Suzhou, China 21 - 23 Aug 2020 New York, United States. https://doi.org/10.1145/3417519.3419403Why civil engineers need education of GIS and remote sensing in developing countries?
Perera, Kithsiri, Tateishi, Ryutaro and Goh, Steven. 2019. "Why civil engineers need education of GIS and remote sensing in developing countries?" 2019 Education Research in Law and Engineering Symposium (ELERS 2019). Toowoomba, Australia 30 Sep 2019 Toowoomba, Australia.A pragmatic controller for a gantry crane
Abduljabbar, Bilal, Billingsley John and Wen, Paul. 2021. "A pragmatic controller for a gantry crane." 2020 International Symposium on Automation, Mechanical and Design Engineering (SAMDE). Beijing, China 16 - 18 Oct 2020 https://doi.org/10.1088/1742-6596/1780/1/012007Reflect, Review, Note, Act and Test: E-Portfolio for Engineering Students
Helwig, Andreas, Simmons, Shane and Goh, Steven. 2019. "Reflect, Review, Note, Act and Test: E-Portfolio for Engineering Students." 30th Annual Conference of the Australasian Association for Engineering Education (AAEE2019). Brisbane, Australia 08 - 11 Dec 2019 Barton, Australia.Depth of anaesthesia assessment using interval second-order difference plot and permutation entropy techniques
Li, Tianning and Wen, Peng. 2017. "Depth of anaesthesia assessment using interval second-order difference plot and permutation entropy techniques." IET Signal Processing. 11 (2), pp. 221-227. https://doi.org/10.1049/iet-spr.2015.0114Human Head Modelling Simulation Applied to Electroconvulsive Therapy
Menezes de Oliveira, Marilia, Song, Bo, Ahfock, Tony, Li, Yan and Wen, Paul. 2018. "Human Head Modelling Simulation Applied to Electroconvulsive Therapy." Abreu de Souza, Mauren, Remigio Gamba, Humberto and Pedrini, Helio (ed.) Multi-Modality Imaging: Applications and Computational Techniques. Cham, Switzerland. Springer. pp. 103-133Complex networks approach for depth of anesthesia assessment
Diykh, Mohammed, Li, Yan, Wen, Peng and Li, Tianning. 2018. "Complex networks approach for depth of anesthesia assessment." Measurement. 119, pp. 178-189. https://doi.org/10.1016/j.measurement.2018.01.024Simulation α of EEG using brain network model
Al-Hossenat, Auhood, Wen, Paul and Li, Yan. 2017. "Simulation α of EEG using brain network model." Al-Mahaidi, Riadh, Al-Mosawe, Alaa and Al-Younis, Mohamed (ed.) First MoHESR and HCED Iraqi Scholars Conference in Australasia 2017 (ISCA 2017). Melbourne, Australia 05 - 06 Dec 2017 Melbourne, Australia.Double Deep Q-Network with a Dual-Agent for Traffic Signal Control
Gu, Jianfeng, Fang, Yong, Sheng, Zhichao and Wen, Peng. 2020. "Double Deep Q-Network with a Dual-Agent for Traffic Signal Control ." Applied Sciences. 10 (5), pp. 1-17. https://doi.org/10.3390/app10051622K-complexes Detection in EEG Signals using Fractal and Frequency Features Coupled with an Ensemble Classification Model
Al-Salman, Wessam, Li, Yan and Wen, Peng. 2019. "K-complexes Detection in EEG Signals using Fractal and Frequency Features Coupled with an Ensemble Classification Model." Neuroscience. 422, pp. 119-133. https://doi.org/10.1016/j.neuroscience.2019.10.034Energy sector development: system dynamics analysis
Laimon, Mohamd, Mai, Thanh, Goh, Steven and Yusaf, Talal. 2019. "Energy sector development: system dynamics analysis." Applied Sciences. 10 (1), pp. 1-19. https://doi.org/10.3390/app10010134Modelling and simulating different bands of EEG signals with the virtual brain
Al-Hossenat, Auhood, Wen, Paul and Li, Yan. 2019. "Modelling and simulating different bands of EEG signals with the virtual brain." International Journal of Electrical, Electronics and Data Communication. 7 (5), pp. 66-70.Detection of EEG K-Complexes Using Fractal Dimension of Time Frequency Images Technique Coupled With Undirected Graph Features
Al-Salman, Wessam, Li, Yan and Wen, Paul. 2019. "Detection of EEG K-Complexes Using Fractal Dimension of Time Frequency Images Technique Coupled With Undirected Graph Features ." Frontiers in Neuroinformatics. 13 (45), pp. 1-19. https://doi.org/10.3389/fninf.2019.00045An auto TCD probe design and visualization
Huang, Yi, Wen, Peng, Song, Bo and Li, Yan. 2018. "An auto TCD probe design and visualization." Wang, Shouyi, Yamamoto, Vicky, Su, Jianzhong, Yang, Yang, Jones, Erick, Iasemidis, Leon and Mitchell, Tom (ed.) 11th International Conference on Brain Informatics (BI 2018). Arlington, United States 07 - 09 Dec 2018 Sham, Switzerland. https://doi.org/10.1007/978-3-030-05587-5_46Development of a weighted leanness measurement method in modular construction companies
Shams Bidhendi, Saba, Goh, Steven and Wandel, Andrew. 2019. "Development of a weighted leanness measurement method in modular construction companies." Journal of Industrial Engineering International. 15 (4), pp. 603-625. https://doi.org/10.1007/s40092-019-0313-yManagement of risk in delivering complex research and development projects: A case of the Research and Development Center of the United Arab Emirates Armed Forces
Alshehhi, Badr, Thorpe, David, Goh, Steven and Alkaabi, Sultan. 2018. "Management of risk in delivering complex research and development projects: A case of the Research and Development Center of the United Arab Emirates Armed Forces." Archives of Business Research. 6 (11), pp. 148-154. https://doi.org/10.14738/abr.611.5648Management of risk in delivering complex research and development projects
Alshehhi, Badr, Thorpe, David, Goh, Steven and Alkaabi, Sultan. 2018. "Management of risk in delivering complex research and development projects." International Journal of Engineering Technology and Management. 5 (6), pp. 1-13.Management of risk in delivering complex research and development projects: methodology chapter
Alshehhi, Badr, Thorpe, David, Goh, Steven and Alkaabi, Sultan. 2018. "Management of risk in delivering complex research and development projects: methodology chapter." Journal of Multidisciplinary Engineering Science and Technology. 5 (12), pp. 9243-9247.An efficient approach for EEG sleep spindles detection based on fractal dimension coupled with time frequency image
Al-Salman, Wessam, Li, Yan, Wen, Peng and Diykh, Mohammed. 2018. "An efficient approach for EEG sleep spindles detection based on fractal dimension coupled with time frequency image." Biomedical Signal Processing and Control. 41, pp. 210-221. https://doi.org/10.1016/j.bspc.2017.11.019Automatically Predicting Severity of Parkinson's Disease Using Model Based on XGBoost from Speech
Zhu, Xuchen, Fang, Yong and Wen, Peng. 2019. "Automatically Predicting Severity of Parkinson's Disease Using Model Based on XGBoost from Speech." 2019 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC). Dalian, China 20 - 22 Sep 2019 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICSPCC46631.2019.8960722Strategies on addressing contract cheating: a case study from an Australian regional university
Kong, Eric, Goh, Steven Ching-Nam, Gussen, Benjamen Franklen, Turner, Joanna and Abawi, Lindy-Anne. 2017. "Strategies on addressing contract cheating: a case study from an Australian regional university." Velliaris, Donna M. (ed.) Handbook of research on academic misconduct in higher education. IGI Global. pp. 206-228Real time depth of anaesthesia monitoring through electroencephalogram (EEG) signal analysis based on Bayesian method and analytical technique
Palendeng, Mario Elvis. 2015. Real time depth of anaesthesia monitoring through electroencephalogram (EEG) signal analysis based on Bayesian method and analytical technique. PhD Thesis Doctor of Philosophy. University of Southern Queensland.Developing a tunable Q-factor wavelet transform based algorithm for epileptic EEG feature extraction
Al Ghayab, Hadi Ratham, Li, Yan, Siuly, Siuly, Abdulla, Shahab and Wen, Paul. 2017. "Developing a tunable Q-factor wavelet transform based algorithm for epileptic EEG feature extraction." Siuly, Siuly, Huang, Zhisheng, Aickelin, Uwe, Zhou, Rui, Wang, Hua, Zhang, Yanchun and Klimenko, Stanislav (ed.) 6th International Conference on Health Information Science (HIS 2017). Moscow, Russian Federation 07 - 09 Oct 2017 Germany. https://doi.org/10.1007/978-3-319-69182-4_6Classify epileptic EEG signals using weighted complex networks based community structure detection
Diykh, Mohammed, Li, Yan and Wen, Peng. 2017. "Classify epileptic EEG signals using weighted complex networks based community structure detection." Expert Systems with Applications. 90, pp. 87-100. https://doi.org/10.1016/j.eswa.2017.08.012Detecting sleep spindles in EEGs using wavelet fourier analysis and statistical features
Al-Salman, Wessam, Li, Yan and Wen, Peng. 2019. "Detecting sleep spindles in EEGs using wavelet fourier analysis and statistical features." Biomedical Signal Processing and Control. 48, pp. 80-92. https://doi.org/10.1016/j.bspc.2018.10.004Australian Journal of Mechanical Engineering
Yeoh, Guan Heng, Rasul, Mohammad G. and Goh, Steven. 2018. "Australian Journal of Mechanical Engineering ." Australian Journal of Mechanical Engineering. 16 (1), pp. 1-1. https://doi.org/10.1080/14484846.2018.1433590Depth of anaesthesia assessment based on adult electroencephalograph beta frequency band
Li, Tianning and Wen, Peng. 2016. "Depth of anaesthesia assessment based on adult electroencephalograph beta frequency band." Physical and Engineering Sciences in Medicine. 39 (3), pp. 773-781. https://doi.org/10.1007/s13246-016-0459-5Heat transfer due to electroconvulsive therapy: influence of anisotropic thermal and electrical skull conductivity
Menezes de Oliveira, Marilia, Wen, Peng and Ahfock, Tony. 2016. "Heat transfer due to electroconvulsive therapy: influence of anisotropic thermal and electrical skull conductivity." Computer Methods and Programs in Biomedicine. 133, pp. 71-81. https://doi.org/10.1016/j.cmpb.2016.05.022Numeric investigation of brain tumor influence on the current distributions during transcranial direct current stimulation
Song, Bo, Wen, Peng, Ahfock, Tony and Li, Yan. 2016. "Numeric investigation of brain tumor influence on the current distributions during transcranial direct current stimulation." IEEE Transactions on Biomedical Engineering. 63 (1), pp. 176-187. https://doi.org/10.1109/TBME.2015.2468672Data selection in EEG signals classification
Wang, Shuaifang, Li, Yan, Wen, Peng and Lai, David. 2016. "Data selection in EEG signals classification." Physical and Engineering Sciences in Medicine. 39 (1), pp. 157-165. https://doi.org/10.1007/s13246-015-0414-xAnalysis and classification of sleep stages based on difference visibility graphs from a single-channel EEG signal
Zhu, Guohun, Li, Yan and Wen, Peng (Paul). 2014. "Analysis and classification of sleep stages based on difference visibility graphs from a single-channel EEG signal." IEEE Journal of Biomedical and Health Informatics. 18 (6), pp. 1813-1821. https://doi.org/10.1109/JBHI.2014.2303991EEG sleep stages classification based on time domain features and structural graph similarity
Diykh, Mohammed, Li, Yan and Wen, Peng. 2016. "EEG sleep stages classification based on time domain features and structural graph similarity." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 24 (11), pp. 1159-1168. https://doi.org/10.1109/TNSRE.2016.2552539Classifying epileptic EEG signals with delay permutation entropy and multi-scale K-means
Zhu, Guohun, Li, Yan, Wen, Peng (Paul) and Wang, Shuaifang. 2015. "Classifying epileptic EEG signals with delay permutation entropy and multi-scale K-means." Sun, Changming, Bednarz, Tomasz, Pham, Tuan D., Vallotton, Pascal and Wang, Dadong (ed.) Signal and image analysis for biomedical and life sciences. United States. Springer. pp. 143-157Effects of head geometry, coil position and CSF displacement on field distribution under transcranial magnetic stimulation
Shahid, Salman, Wen, Peng, Ahfock, Tony and Leis, John. 2011. "Effects of head geometry, coil position and CSF displacement on field distribution under transcranial magnetic stimulation." Journal of Medical Imaging and Health Informatics. 1 (3), pp. 271-277. https://doi.org/10.1166/jmihi.2011.1040Robust internal model control for depth of anaesthesia
Abdulla, Shahab Anna and Wen, Peng. 2011. "Robust internal model control for depth of anaesthesia." International Journal of Mechatronics and Automation. 1 (1), pp. 1-8. https://doi.org/10.1504/IJMA.2011.039150Engineering faculties in developing and assessing professional competencies for engineers in Australia
Goh, Steven and Bullen, Frank. 2011. "Engineering faculties in developing and assessing professional competencies for engineers in Australia." Bernardino, Jorge and Quadrado, José Carlos (ed.) 39th SEFI Annual Conference: Global Engineering Recognition, Sustainability and Mobility (SEFI 2011). Lisbon, Portugal 27 - 30 Sep 2011 Lisbon, Portugal.Solar thermal energy alternatives and their application to water heating and air cooling in the meat processing industry
Goh, Steven, Craig, Ian and Muller, Zach. 2011. "Solar thermal energy alternatives and their application to water heating and air cooling in the meat processing industry." SSEE 2011: Escaping Silos. Brisbane, Australia 24 - 26 Oct 2011 Canberra, Australia.Leadership in engineering education from K-12 to university: key to improving diversity in the engineering profession
Goh, Steven. 2011. "Leadership in engineering education from K-12 to university: key to improving diversity in the engineering profession." ICWES 15: 15th International Conference of Women Engineers and Scientists. Adelaide, South Australia 19 - 22 Jul 2011 Canberra, Australia.Intervening to improve the dissertation of final year engineering research projects
Goh, Steven and Ku, Harry. 2011. "Intervening to improve the dissertation of final year engineering research projects." Kellogg, Stuart and Karlin, Jennifer (ed.) 41st ASEE/IEEE Frontiers in Education Conference (FIE 2011): Celebrating 41 Years of Monumental Innovations from around the World. Rapid City, United States 12 - 15 Oct 2011 Piscataway, NJ, United States.How engineers become CEOs
Goh, Steven, Coaker, Warren and Bullen, Frank. 2012. "How engineers become CEOs." Engineering Leadership Conference (ELC 2012): Passing the Baton - Engineering Australia's Future. Adelaide, Australia 30 May - 02 Jun 2012 Canberra, Australia.Depth of anaesthesia patient models and control
Abdulla, Shahab and Wen, Peng. 2011. "Depth of anaesthesia patient models and control." Guo, Shuxiang, Touge, Tetsuo and Xiufen, Ye (ed.) 2011 IEEE/ICME International Conference on Complex Medical Engineering (ICME 2011). Harbin, China 22 - 25 May 2011 United States. https://doi.org/10.1109/ICCME.2011.5876701Analysis of alcoholic EEG signals based on horizontal visibility graph entropy
Zhu, Guohun, Li, Yan, Wen, Peng and Wang, Shuaifang. 2014. "Analysis of alcoholic EEG signals based on horizontal visibility graph entropy." Brain Informatics. 1, pp. 19-25. https://doi.org/10.1007/s40708-014-0003-xProject-based innovation: perspective of construction organizations
Fernando, Sam, Thorpe, David and Goh, Steven. 2014. "Project-based innovation: perspective of construction organizations." 11th International Conference on Business ManagementDriving Productivity through Innovation: From Thought to Practice. Nugegoda, Sri Lanka 12 Dec 2014 Sri Lanka.Role of clients in driving innovation in construction projects
Fernando, S., Thorpe, D. and Goh, S.. 2013. "Role of clients in driving innovation in construction projects." Gonzalez, Vicente and Yiu, Tak Wing (ed.) 38th Annual Australasian Universities Building Education Association Conference. The University of Auckland, New Zealand 20 - 22 Nov 2013 New Zealand.Risk management in delivering complex research & development projects: a case of the United Arab Emirates Armed Forces Research & Development Center
Alshehhi, Badr Ahmed, Thorpe, David and Goh, Steven. 2015. "Risk management in delivering complex research & development projects: a case of the United Arab Emirates Armed Forces Research & Development Center." 1st Asia Pacific Conference on Contemporary Research (APCCR 2015). Kuala Lumpur, Malaysia 03 - 04 Oct 2015 Gordon, NSW, Australia.Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm
Zhu, Guohun, Li, Yan and Wen, Peng (Paul). 2014. "Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm." Computer Methods and Programs in Biomedicine. 115 (2), pp. 64-75. https://doi.org/10.1016/j.cmpb.2014.04.001Monitoring the depth of anaesthesia using Hurst exponent and Bayesian methods
Nguyen-Ky, Tai, Wen, Peng and Li, Yan. 2014. "Monitoring the depth of anaesthesia using Hurst exponent and Bayesian methods." IET Signal Processing. 8 (9), pp. 907-917. https://doi.org/10.1049/iet-spr.2013.0113Modified CC-LR algorithm with three diverse feature sets for motor imagery tasks classification in EEG based brain–computer interface
Siuly, Siuly, Li, Yan and Wen, Peng (Paul). 2014. "Modified CC-LR algorithm with three diverse feature sets for motor imagery tasks classification in EEG based brain–computer interface ." Computer Methods and Programs in Biomedicine. 113 (3), pp. 767-780. https://doi.org/10.1016/j.cmpb.2013.12.020Real-time depth of anaesthesia assessment using strong analytical signal transform technique
Palendeng, Mario Elvis, Wen, Peng and Li, Yan. 2014. "Real-time depth of anaesthesia assessment using strong analytical signal transform technique." Physical and Engineering Sciences in Medicine. 37 (4), pp. 723-730. https://doi.org/10.1007/s13246-014-0309-2Anaesthetic EEG signal denoise using improved nonlocal mean methods
Li, Tianning, Wen, Peng and Jayamaha, Sophie. 2014. "Anaesthetic EEG signal denoise using improved nonlocal mean methods." Physical and Engineering Sciences in Medicine. 37 (2), pp. 431-437. https://doi.org/10.1007/s13246-014-0263-zAnalyzing EEG signals using graph entropy based principle component analysis and J48 decision tree
Wang, Shuaifang, Li, Yan, Wen, Peng and Zhu, Guohun. 2014. "Analyzing EEG signals using graph entropy based principle component analysis and J48 decision tree." Zhang, Teresa (ed.) 6th International Conference on Signal Processing Systems (ICSPS 2014). Dubai, United Arab Emirates 08 - 10 Dec 2014 Rowland Heights, CA. United States. https://doi.org/10.12720/ijspsAnalysis of epileptic EEG signals with simple random sampling J48 algorithm
Wang, Shuaifang, Zhu, Guohun, Li, Yan, Wen, Peng and Song, Bo. 2014. "Analysis of epileptic EEG signals with simple random sampling J48 algorithm." International Journal of Bioscience, Biochemistry and Bioinformatics (IJBBB). 4 (2), pp. 78-81. https://doi.org/10.7763/IJBBB.2014.V4.314Use of electric field orientation as an index for estimating the contribution of model complexity in transcranial direct current stimulation forward head model development
Shahid, Syed Salman, Song Bo, Salman, Humaira, de Oliveira, Marilia Menezes and Wen, Peng. 2015. "Use of electric field orientation as an index for estimating the contribution of model complexity in transcranial direct current stimulation forward head model development ." IET Science, Measurement and Technology. 9 (5), pp. 596-605. https://doi.org/10.1049/iet-smt.2014.0220A preliminary study about the distribution of temperature due to electrical stimulation in ECT
Menezes de Oliveira, Marilia, Wen, Peng, Ahfock, Tony and Shahid, Syed Salman. 2014. "A preliminary study about the distribution of temperature due to electrical stimulation in ECT." 2014 ICME International Conference on Complex Medical Engineering (ICME 2014). Taipei, Taiwan 26 - 29 Jun 2014 Piscataway, NJ. United States.A new paradigm in management education for engineers in the 21st century: A proposal for reform
Goh, Steven. 2008. "A new paradigm in management education for engineers in the 21st century: A proposal for reform." Engineering Leadership Conference 2008. Perth, Australia 10 - 12 Sep 2008An enhanced training algorithm for multilayer neural networks based on reference output of hidden layer
Li, Yan, Rad, A. B. and Wen, Peng. 1999. "An enhanced training algorithm for multilayer neural networks based on reference output of hidden layer." Neural Computing and Applications. 8, pp. 218-225.The value and cost of complexity in predictive modelling: role of tissue anisotropic conductivity and fibre tracts in neuromodulation
Shahid, Syed Salman, Bikson, Marom, Salman, Humaira, Wen, Peng and Ahfock, Tony. 2014. "The value and cost of complexity in predictive modelling: role of tissue anisotropic conductivity and fibre tracts in neuromodulation." Journal of Neural Engineering. 11 (3), pp. 1-19. https://doi.org/10.1088/1741-2560/11/3/036002A qualitative study into the innovation and technology transfer experience of a micro-manufacturer within a university-industry collaboration context in regional Australia
Goh, Steven Chingnam. 2013. "A qualitative study into the innovation and technology transfer experience of a micro-manufacturer within a university-industry collaboration context in regional Australia." 120th American Society for Engineering Education Annual Conference and Exposition (ASEE 2013): Engineering Education: Frankly, We Do Give a D*mn. Atlanta, GA. United States 23 - 26 Jun 2013 United States.Epileptogenic focus detection in intracranial EEG based on delay permutation entropy
Zhu, Guohun, Li, Yan, Wen, Peng (Paul), Wang, Shuaifang and Xi, Min. 2013. "Epileptogenic focus detection in intracranial EEG based on delay permutation entropy." Sun, Changming, Bednarz, Tomasz, Pham, Tuan D., Vallotton, Pascal and Wang, Dadong (ed.) International Symposium on Computational Models for Life Sciences (CMLS 2013). Sydney, Australia 27 - 29 Nov 2013 United States. AIP Publishing. https://doi.org/10.1063/1.4824993Engineering graduate program: how it affects the skills, attributes and career development of graduate engineers
Preston, Vivian and Goh, Steven. 2013. "Engineering graduate program: how it affects the skills, attributes and career development of graduate engineers." Lemckert, Charles, Jenkins, Graham and Lang-Lemckert, Susan (ed.) 24th Annual Conference of the Australasian Association for Engineering Education (AAEE 2013). Gold Coast, Australia 08 - 11 Dec 2013 Canberra, Australia.An improved chaos method for monitoring the depth of anaesthesia
Nguyen-Ky, Tai, Wen, Peng and Li, Yan. 2013. "An improved chaos method for monitoring the depth of anaesthesia." Duc, Nguyen Minh and BenLetaief, Khaled (ed.) International Conference on Computing, Management and Telecommunications (ComManTel 2013). Ho Chi Minh City, Vietnam 21 - 24 Jan 2013 United States. https://doi.org/10.1109/ComManTel.2013.6482413Unsupervised classification of epileptic EEG signals with multi scale K-means algorithm
Zhu, Guohun, Li, Yan, Wen, Peng (Paul), Wang, Shuaifang and Zhong, Ning. 2013. "Unsupervised classification of epileptic EEG signals with multi scale K-means algorithm." Imamura, Kazayuki, Usui, Shiro, Shirao, Tomoaki, Kasamatsu, Takuji, Schwabe, Lars and Zhong, Ning (ed.) 2013 International Conference on Brain and Health Informatics (BHI 2013). Maebashi, Japan 29 - 31 Oct 2013 Germany. Springer. https://doi.org/10.1007/978-3-319-02753-1_16Consciousness and depth of anesthesia assessment based on Bayesian analysis of EEG signals
Nguyen-Ky, Tai, Wen, Peng (Paul) and Li, Yan. 2013. "Consciousness and depth of anesthesia assessment based on Bayesian analysis of EEG signals." IEEE Transactions on Biomedical Engineering. 60 (6), pp. 1488-1498. https://doi.org/10.1109/TBME.2012.2236649Identification of motor imagery tasks through CC–LR algorithm in brain computer interface
Li, Yan and Wen, Peng. 2013. "Identification of motor imagery tasks through CC–LR algorithm in brain computer interface." International Journal of Bioinformatics Research and Applications. 9 (2), pp. 156-172. https://doi.org/10.1504/IJBRA.2013.052447Comparisons between motor area EEG and all-channels EEG for two algorithms in motor imagery task classification
Li, Yan and Wen, Peng (Paul). 2014. "Comparisons between motor area EEG and all-channels EEG for two algorithms in motor imagery task classification." Biomedical Engineering: Applications, Basis and Communications. 26 (3), pp. 1-10. https://doi.org/10.4015/S1016237214500409Assessment of electric field distribution in anisotropic cortical and subcortical regions under the influence of tDCS
Shahid, Salman, Wen, Peng and Ahfock, Tony. 2014. "Assessment of electric field distribution in anisotropic cortical and subcortical regions under the influence of tDCS." Bioelectromagnetics. 35 (1), pp. 41-57. https://doi.org/10.1002/bem.21814Wireless tablet PCs for enhanced teaching at an Australian regional university teaching both campus and distance modes
Goh, Steven Chingnam, Galligan, Linda Ann and Ku, Harry. 2013. "Wireless tablet PCs for enhanced teaching at an Australian regional university teaching both campus and distance modes." 120th American Society for Engineering Education Annual Conference and Exposition (ASEE 2013): Engineering Education: Frankly, We Do Give a D*mn. Atlanta, GA. United States 23 - 26 Jun 2013 Washington, DC. United States.An assessment of stress factors on engineering academics in a regional context
Goh, Steven, Zhou, Hong, Bullen, Frank and Davey, Kenneth. 2012. "An assessment of stress factors on engineering academics in a regional context." Leblanc, Richard and Sobel, Ann (ed.) 42nd ASEE/IEEE Frontiers in Education Conference (FIE 2012): Soaring to New Heights in Engineering Education . Seattle, United States 03 - 06 Oct 2012 United States. https://doi.org/10.1109/FIE.2012.6462228Growing pains in the revitalisation of a 2nd level engineering and spatial science PBL course
Goh, Steven, Worden, John, Zhou, Hong and Clewett, John. 2012. "Growing pains in the revitalisation of a 2nd level engineering and spatial science PBL course." Rasul, Mohammad (ed.) Developments in engineering education standards: advanced curriculum innovations. United States. IGI Global. pp. 105-126Power of engineering: changing the perceptions of year 9 and 10 female school students towards an engineering career
Briody, Felicity, Goh, Steven and Dawes, Les. 2012. "Power of engineering: changing the perceptions of year 9 and 10 female school students towards an engineering career." Mann, Llewellyn and Daniel, Scott (ed.) 23rd Annual Conference of the Australasian Association for Engineering Education (AAEE 2012). Melbourne, Australia 03 - 05 Dec 2012 Melbourne, Australia.Chaos-modified detrended moving average methodology for monitoring the depth of anaesthesia
Nguyen-Ky, T., Wen, Peng and Li, Yan. 2013. "Chaos-modified detrended moving average methodology for monitoring the depth of anaesthesia." International Journal of Emerging Trends in Signal Processing. 1 (2), pp. 1-8.