Items where Author is "Sanei, S"

FALCON-CARO, A., SHIRANI, S., FERREIRA, J.F., BIRD, J.J. and SANEI, S., 2024. Formulation of common spatial patterns for multi-task hyperscanning BCI. IEEE Transactions on Biomedical Engineering. ISSN 0018-9294

ZANDBAGLEH, A., MIRZAKUCHAKI, S., DALIRI, M.R., SUMICH, A., ANDERSON, J.D. and SANEI, S., 2023. Graph-based analysis of EEG for schizotypy classification applying flicker Ganzfeld stimulation. Schizophrenia, 9: 64. ISSN 2334-265X

BOUKHENNOUFA, I., JARCHI, D., ZHAI, X., UTTI, V., SANEI, S., LEE, T.K.M., JACKSON, J. and MCDONALD-MAIER, K.D., 2023. A novel model to generate heterogeneous and realistic time-series data for post-stroke rehabilitation assessment. IEEE Transactions on Neural Systems and Rehabilitation Engineering. ISSN 1534-4320

ZANDBAGLEH, A., MIRZAKUCHAKI, S., DALIRI, M.R., PREMKUMAR, P., CARRETIÉ, L. and SANEI, S., 2022. Tensor factorization approach for ERP-based assessment of schizotypy in a novel auditory oddball task on perceived family stress. Journal of Neural Engineering. ISSN 1741-2560

SHIRANI, S., VALENTIN, A., ALARCON, G., KAZI, F. and SANEI, S., 2022. Separating inhibitory and excitatory responses of epileptic brain to single-pulse electrical stimulation. International Journal of Neural Systems. ISSN 0129-0657

AZAMI, H., SANEI, S. and RAJJI, T.K., 2022. Ensemble entropy: a low bias approach for data analysis. Knowledge-Based Systems: 109876. ISSN 0950-7051

MOBAIEN, A., BOOSTANI, R., MOHAMMADI, M. and SANEI, S., 2022. ERP detection based on smoothness priors. IEEE Transactions on Biomedical Engineering. ISSN 0018-9294

GOSHTASBI, N., BOOSTANI, R. and SANEI, S., 2022. SleepFCN: a fully convolutional deep learning framework for sleep stage classification using single-channel electroencephalograms. IEEE Transactions on Neural Systems and Rehabilitation Engineering. ISSN 1534-4320

ABDI-SARGEZEH, B., VALENTIN, A., ALARCON, G. and SANEI, S., 2022. Sparse common feature analysis for detection of interictal epileptiform discharges from concurrent scalp EEG. IEEE Access. ISSN 2169-3536

ZANDBAGLEH, A., MIRZAKUCHAKI, S., DALIRI, M.R., PREMKUMAR, P. and SANEI, S., 2022. Classification of low and high schizotypy levels via evaluation of brain connectivity. International Journal of Neural Systems. ISSN 0129-0657

HASHEMPOUR, S., BOOSTANI, R., MOHAMMADI, M. and SANEI, S., 2022. Continuous scoring of depression from EEG signals via a hybrid of convolutional neural networks. IEEE Transactions on Neural Systems and Rehabilitation Engineering. ISSN 1534-4320

FALCON-CARO, A. and SANEI, S., 2021. Diffusion adaptation for crowd analysis. In: 2021 International Conference on e-Health and Bioengineering (EHB 2021). Piscataway, N.J.: IEEE. ISBN 9781665440011

ABDI SARGEZEH, B., VALENTIN, A., ALARCON, G., MARTIN-LOPEZ, D. and SANEI, S., 2021. Higher-order tensor decomposition based scalp-to-intracranial EEG projection for detection of interictal epileptiform discharges. Journal of Neural Engineering. ISSN 1741-2560

ABDI-SARGEZEH, B. and SANEI, S., 2021. Advances in epilepsy monitoring by detection and analysis of brain epileptiform discharges. Psychology and Neuroscience. ISSN 1984-3054

GIV, H., KHALILI, A., RASTEGARNIA, A. and SANEI, S., 2021. A robust adaptive estimation algorithm for Hamiltonian multi-agent networks. IEEE Control Systems Letters, 5 (4), pp. 1243-1248. ISSN 2475-1456

KHALILI, A., VAHIDPOUR, V., RASTEGARNIA, A., BAZZI, W.M. and SANEI, S., 2021. Energy-efficient diffusion Kalman filtering for multi-agent networks in IoT. IEEE Internet of Things Journal. ISSN 2327-4662

POURASAD, Y., VAHIDPOUR, V., RASTEGARNIA, A., GHORBANZADEH, P. and SANEI, S., 2021. State estimation in linear dynamical systems by partial update Kalman filtering. Circuits, Systems, and Signal Processing. ISSN 0278-081X

MODARES-HAGHIGHI, P., BOOSTANI, R., NAMI, M. and SANEI, S., 2021. Quantification of pain severity using EEG-based functional connectivity. Biomedical Signal Processing and Control, 69: 102840. ISSN 1746-8094

POURADABI, A., RASTEGARNIA, A., ZANDI, S., BAZZI, W.M. and SANEI, S., 2021. A class of diffusion proportionate subband adaptive filters for sparse system identification over distributed networks. Circuits, Systems, and Signal Processing. ISSN 0278-081X

SANEI, S. and CHAMBERS, J.A., 2021. EEG signal processing and machine learning. 2nd ed. Wiley. ISBN 9781119386940

AFSHAR, S., BOOSTANI, R. and SANEI, S., 2021. A combinatorial deep learning structure for precise depth of anesthesia estimation from EEG signals. IEEE Journal of Biomedical and Health Informatics. ISSN 2168-2194

ABDI-SARGEZEH, B., VALENTIN, A., ALARCON, G. and SANEI, S., 2021. Incorporating uncertainty in data labeling into automatic detection of interictal epileptiform discharges from concurrent scalp EEG via multi-way analysis. International Journal of Neural Systems. ISSN 0129-0657

JARCHI, D., KALER, J. and SANEI, S., 2021. Lameness detection in cows using hierarchical deep learning and synchrosqueezed wavelet transform. IEEE Sensors Journal. ISSN 1530-437X

MAHMOODI, M., MAKKIABADI, B., MAHMOUDI, M. and SANEI, S., 2021. A new method for accurate detection of movement intention from single channel EEG for online BCI. Computer Methods and Programs in Biomedicine Update, 1: 100027. ISSN 2666-9900

KHALILI, A., VAHIDPOUR, V., RASTEGARNIA, A., BAZZI, W.M. and SANEI, S., 2020. Partial diffusion Kalman filter with adaptive combiners. IEEE Transactions on Aerospace and Electronic Systems. ISSN 0018-9251

PROCHÁZKA, A., CHARVÁTOVÁ, H., VYŠATA, O., JARCHI, D. and SANEI, S., 2020. Discrimination of cycling patterns using accelerometric data and deep learning techniques. Neural Computing and Applications. ISSN 0941-0643

LATIFI, M., RASTEGARNIA, A., KHALILI, A., BAZZI, W.M. and SANEI, S., 2020. A self-governed online energy management and trading for smart micro/nano-grids. IEEE Transactions on Industrial Electronics, 67 (9), pp. 7484-7498. ISSN 0278-0046

VAHIDPOUR, V., RASTEGARNIA, A., KHALILI, A., BAZZI, W.M. and SANEI, S., 2020. Variants of partial update augmented CLMS algorithm and their performance analysis. IEEE Transactions on Signal Processing, 68, pp. 3146-3157. ISSN 1053-587X

SANEI, S., JARCHI, D., PROCHÁZKA, A. and VYŠATA, O., 2020. Recognition of patient groups with sleep related disorder using bio-signal processing and deep learning. Sensors, 20: 2594. ISSN 1424-822

LATIFI, M., KHALILI, A., RASTEGARNIA, A., BAZZI, W.M. and SANEI, S., 2020. A robust scalable demand-side management based on diffusion-ADMM strategy for smart grid. IEEE Internet of Things Journal. ISSN 2327-4662

SANEI, S., JARCHI, D. and CONSTANTINIDES, A., 2020. Body sensor networking, design and algorithms. Hoboken, N.J.: John Wiley. ISBN 9781119390022

LATIFI, M., KHALILI, A., RASTEGARNIA, A. and SANEI, S., 2019. A distributed game-theoretic demand response with multi-class appliance control in smart grid. Electric Power Systems Research, 176: 105946. ISSN 0378-7796

LATIFI, M., KHALILI, A., RASTEGARNIA, A., BAZZI, W.M. and SANEI, S., 2019. A self-governed online energy management and trading for smart micro/nano-grids. IEEE Transactions on Industrial Electronics, 67 (9), pp. 7484-7498. ISSN 0278-0046

VAHIDPOUR, V., RASTEGARNIA, A., LATIFI, M., KHALILI, A. and SANEI, S., 2019. Performance analysis of distributed Kalman filtering with partial diffusion over noisy network. IEEE Transactions on Aerospace and Electronic Systems. ISSN 0018-9251

AKBARI, A., TROCAN, M., SANEI, S. and GRANADO, B., 2019. Joint sparse learning with nonlocal and local image priors for image error concealment. IEEE Transactions on Circuits and Systems for Video Technology. ISSN 1051-8215

VAHIDPOUR, V., RASTEGARNIA, A., KHALILI, A. and SANEI, S., 2019. Partial diffusion Kalman filtering for distributed state estimation in multiagent networks. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-237X

PROCHÁZKA, A., DOSTÁLOVÁ, T., KAŠPAROVÁ, M., VYŠATA, O., CHARVÁTOVÁ, H., SANEI, S. and MAŘÍK, V., 2019. Augmented reality implementations in stomatology. Applied Sciences, 9 (14): 2929. ISSN 2076-3417

AZAMI, H., ARNOLD, S.E., SANEI, S., CHANG, Z., SAPIRO, G., ESCUDERO, J. and GUPTA, A.S., 2019. Multiscale fluctuation-based dispersion entropy and its applications to neurological diseases. IEEE Access, 7, pp. 68718-68733. ISSN 2169-3536

RASTEGARNIA, A., MALEKIAN, P., KHALILI, A., BAZZI, W.M. and SANEI, S., 2018. Tracking analysis of minimum kernel risk-sensitive loss algorithm under general non-Gaussian noise. IEEE Transactions on Circuits and Systems II: Express Briefs. ISSN 1549-7747

LATIFI, M., KHALILI, A., RASTEGARNIA, A. and SANEI, S., 2018. A Bayesian real-time electric vehicle charging strategy for mitigating renewable energy fluctuations. IEEE Transactions on Industrial Informatics. ISSN 1551-3203

PROCHÁZKA, A., KUCHYŇKA, J., VYŠATA, O., SCHÄTZ, M., YADOLLAHI, M., SANEI, S. and VALIŠ, M., 2018. Sleep scoring using polysomnography data features. Signal, Image and Video Processing, 12 (6), pp. 1043-1051. ISSN 1863-1703

EQLIMI, E., MAKKIABADI, B., SAMADZADEHAGHDAM, N., KHAJEHPOUR, H., MOHAGHEGHIAN, F. and SANEI, S., 2018. A novel underdetermined source recovery algorithm based on k-sparse component analysis. Circuits, Systems, and Signal Processing. ISSN 0278-081X

LATIFI, M., RASTEGARNIA, A., KHALILI, A. and SANEI, S., 2018. Agent-based decentralized optimal charging strategy for plug-in electric vehicles. IEEE Transactions on Industrial Electronics. ISSN 0278-0046

MONAJEMI, S., SANEI, S. and ONG, S.-H., 2018. Information reliability in complex multitask networks. Future Generation Computer Systems, 83, pp. 485-495. ISSN 0167-739X

ZHANG, X.-Z., LING, B.W.-K., TAO, R., YANG, Z.-J., WOO, W.-L., SANEI, S. and TEO, K.L., 2018. Optimal design of orders of DFrFTs for sparse representations. IET Signal Processing. ISSN 1751-9675

SPYROU, L., KOUCHAKI, S. and SANEI, S., 2018. Multiview classification and dimensionality reduction of scalp and intracranial EEG data through tensor factorisation. Journal of Signal Processing Systems, 90 (2), pp. 273-284. ISSN 1939-8018

VAHIDPOUR, V., RASTEGARNIA, A., KHALILI, A., BAZZI, W.M. and SANEI, S., 2018. Analysis of partial diffusion LMS for adaptive estimation over networks with noisy links. IEEE Transactions on Network Science and Engineering, 5 (2), pp. 101-112. ISSN 2327-4697

ANTONIADES, A., SPYROU, L., MARTIN-LOPEZ, D., VALENTIN, A., ALARCON, G., SANEI, S. and TOOK, C.C., 2018. Deep neural architectures for mapping scalp to intracranial EEG. International Journal of Neural Systems, 28 (8): 1850009. ISSN 0129-0657

JARCHI, D., POPE, J., LEE, T.K.M., TAMJIDI, L., MIRZAEI, A. and SANEI, S., 2018. A review on accelerometry based gait analysis and emerging clinical applications. IEEE Reviews in Biomedical Engineering, 11, pp. 177-194. ISSN 1937-3333

ANTONIADES, A., SPYROU, L., MARTIN-LOPEZ, D., VALENTIN, A., ALARCON, G., SANEI, S. and CHEONG TOOK, C., 2017. Detection of interictal discharges with convolutional neural networks using discrete ordered multichannel intracranial EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 25 (12), pp. 2285-2294. ISSN 1534-4320

LATIFI, M., KHALILI, A., RASTEGARNIA, A. and SANEI, S., 2017. Fully distributed demand response using the adaptive diffusion–Stackelberg algorithm. IEEE Transactions on Industrial Informatics, 13 (5), pp. 2291-2301. ISSN 1551-3203

KHALILI, A., RASTEGARNIA, A. and SANEI, S., 2017. Performance analysis of incremental LMS over flat fading channels. IEEE Transactions on Control of Network Systems, 4 (3), pp. 489-498. ISSN 2325-5870

VAHIDPOUR, V., RASTEGARNIA, A., KHALILI, A. and SANEI, S., 2017. Analysis of partial diffusion recursive least squares adaptation over noisy links. IET Signal Processing, 11 (6), pp. 749-757. ISSN 1751-9675

WANG, S., TANG, H.L., AL TURK, L.I., HU, Y., SANEI, S., SALEH, G.M. and PETO, T., 2017. Localizing microaneurysms in fundus images through singular spectrum analysis. IEEE Transactions on Biomedical Engineering, 64 (5), pp. 990-1002. ISSN 0018-9294

KOUCHAKI, S. and SANEI, S., 2017. Tensor factorisation for narrowband single channel source decomposition. Journal of the Franklin Institute, 354 (7), pp. 3152-3169. ISSN 0016-0032

KHALILI, A., RASTEGARNIA, A., BAZZI, W.M. and SANEI, S., 2017. Analysis of incremental augmented affine projection algorithm for distributed estimation of complex-valued signals. Circuits, Systems, and Signal Processing, 36 (1), pp. 119-136. ISSN 0278-081X

MONAJEMI, S., JARCHI, D., ONG, S.-H. and SANEI, S., 2017. Cooperative particle filtering for tracking ERP subcomponents from multichannel EEG. Entropy, 19 (5), p. 199. ISSN 1099-4300

MAHVASH MOHAMMADI, S., KOUCHAKI, S., GHAVAMI, M. and SANEI, S., 2016. Improving time–frequency domain sleep EEG classification via singular spectrum analysis. Journal of Neuroscience Methods, 273, pp. 96-106. ISSN 0165-0270

SAFAEI, A., TANG, H.L. and SANEI, S., 2016. Real-time search-free multiple license plate recognition via likelihood estimation of saliency. Computers and Electrical Engineering: an International Journal, 56, pp. 15-29. ISSN 0045-7906

MONAJEMI, S., EFTAXIAS, K., SANEI, S. and ONG, S.-H., 2016. An informed multitask diffusion adaptation approach to study tremor in Parkinson's disease. IEEE Journal of Selected Topics in Signal Processing, 10 (7), pp. 1306-1314. ISSN 1932-4553

DALIRI, M.R. and SANEI, S., 2016. Introduction to the 6th special section on Advances in Biomedical Signal and Image Processing, and Biometrics. Computers & Electrical Engineering, 53, pp. 122-124. ISSN 0045-7906

SPYROU, L., MARTÍN-LOPEZ, D., VALENTÍN, A., ALARCÓN, G. and SANEI, S., 2016. Detection of intracranial signatures of interictal epileptiform discharges from concurrent scalp EEG. International Journal of Neural Systems, 26 (04): 1650016. ISSN 0129-0657

SAFAEI, A., TANG, H.L. and SANEI, S., 2016. Robust search-free car number plate localization incorporating hierarchical saliency. Journal of Computer Science & Systems Biology, 9 (3), pp. 93-103. ISSN 0974-7230

KHALILI, A., RASTEGARNIA, A. and SANEI, S., 2016. Quantized augmented complex least-mean square algorithm: derivation and performance analysis. Signal Processing, 121, pp. 54-59. ISSN 0165-1684

RASTEGARNIA, A., KHALILI, A., BAZZI, W.M. and SANEI, S., 2016. An incremental LMS network with reduced communication delay. Signal, Image and Video Processing, 10 (4), pp. 769-775. ISSN 1863-1703

ENSHAEIFAR, S., SPYROU, L., SANEI, S. and TOOK, C.C., 2016. A regularised EEG informed Kalman filtering algorithm. Biomedical Signal Processing and Control, 25, pp. 196-200. ISSN 1746-8094

ENSHAEIFAR, S., KOUCHAKI, S., TOOK, C.C. and SANEI, S., 2016. Quaternion singular spectrum analysis of electroencephalogram With application in sleep analysis. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 24 (1), pp. 57-67. ISSN 1534-4320

SAFAEI, A., TANG, H.L. and SANEI, S., 2016. Incorporating negentropy in saliency-based search free car number plate localization. In: 2016 IEEE International Conference on Digital Signal Processing (DSP 2016), Beijing, China, 16-18 October 2016. Piscataway, N.J.: Institute of Electrical and Electronics Engineers, pp. 667-671. ISBN 9781509041657

KHALILI, A., SANEI, S., BAZZI, W.M. and RASTEGARNIA, A., 2016. Tracking performance of incremental augmented complex least mean square adaptive network in the presence of model non-stationarity. IET Signal Processing, 10 (7), pp. 798-804. ISSN 1751-9675

KHALILI, A., RASTEGARNIA, A. and SANEI, S., 2015. Robust frequency estimation in three-phase power systems using correntropy-based adaptive filter. IET Science, Measurement & Technology, 9 (8), pp. 928-935. ISSN 1751-8822

FERDOWSI, S., ABOLGHASEMI, V. and SANEI, S., 2015. A new informed tensor factorization approach to EEG–fMRI fusion. Journal of Neuroscience Methods, 254, pp. 27-35. ISSN 0165-0270

AZAMI, H., HASSANPOUR, H., ESCUDERO, J. and SANEI, S., 2015. An intelligent approach for variable size segmentation of non-stationary signals. Journal of Advanced Research, 6 (5), pp. 687-698. ISSN 2090-1232

SANEI, S. and HASSANI, H., 2015. Singular spectrum analysis of biomedical signals. Boca Raton: CRC Press. ISBN 9781466589278

SANEI, S., SMARAGDIS, P., HO, A.T.S., NANDI, A.K. and LARSEN, J., 2015. Guest editorial: machine learning for signal processing. Journal of Signal Processing Systems, 79 (2), pp. 113-116. ISSN 1939-8018

LEE, T.K.M., LIM, J.G., SANEI, S. and GAN, S.S.W., 2015. Advances on singular spectrum analysis of rehabilitative assessment data. Journal of Medical Imaging and Health Informatics, 5 (2), pp. 350-358. ISSN 2156-7018

AZAMI, H., ESCUDERO, J., DARZI, A. and SANEI, S., 2015. Extracellular spike detection from multiple electrode array using novel intelligent filter and ensemble fuzzy decision making. Journal of Neuroscience Methods, 239, pp. 129-138. ISSN 0165-0270

ABOLGHASEMI, V., FERDOWSI, S. and SANEI, S., 2015. Fast and incoherent dictionary learning algorithms with application to fMRI. Signal, Image and Video Processing, 9 (1), pp. 147-158. ISSN 1863-1703

KOUCHAKI, S., SANEI, S., ARBON, E.L. and DIJK, D.-J., 2015. Tensor based singular spectrum analysis for automatic scoring of sleep EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 23 (1), pp. 1-9. ISSN 1534-4320

SAFAEI, A., TANG, H.L. and SANEI, S., 2015. Search-free license plate localization based on saliency and local variance estimation. Proceedings of SPIE - The International Society for Optical Engineering, 9445. ISSN 0277-786X

FERDOWSI, S., SANEI, S. and ABOLGHASEMI, V., 2015. A predictive modeling approach to analyze data in EEG–fMRI experiments. International Journal of Neural Systems, 25: 1440008. ISSN 0129-0657

AZARBAD, M., AZAMI, H., SANEI, S. and EBRAHIMZADEH, A., 2014. New neural network-based approaches for GPS GDOP classification based on neuro-fuzzy inference system, radial basis function, and improved bee algorithm. Applied Soft Computing, 25, pp. 285-292. ISSN 1568-4946

KOUCHAKI, S., EFTAXIAS, K. and SANEI, S., 2014. An adaptive filtering approach using supervised SSA for identification of sleep stages from EEG. Frontiers in Biomedical Technologies, 1 (4), pp. 233-239. ISSN 2345-5837

KHALILI, A., BAZZI, W.M., RASTEGARNIA, A. and SANEI, S., 2014. Analysis of cooperation gain for adaptive networks in different communication scenarios. AEÜ - International Journal of Electronics and Communications, 68 (9), pp. 858-864. ISSN 1434-8411

DALIRI, M.R. and SANEI, S., 2014. Introduction to the special issue on Advances in Biomedical Signal and Image Processing, and Biometrics. Computers & Electrical Engineering, 40 (5), pp. 1714-1716. ISSN 0045-7906

AZAMI, H. and SANEI, S., 2014. Spike detection approaches for noisy neuronal data: assessment and comparison. Neurocomputing, 133, pp. 491-506. ISSN 0925-2312

SANEI, S., 2013. Adaptive processing of brain signals. Somerset: John Wiley. ISBN 9780470686133

SANEI, S. and CHAMBERS, J.A., 2007. EEG signal processing. Chichester: John Wiley. ISBN 9780470025819

SPYROU, L., JING, M., SANEI, S. and SUMICH, A., 2006. Separation and localisation of P300 sources and their subcomponents using constrained blind source separation. EURASIP Journal on Advances in Signal Processing, 2007 (1). ISSN 1687-6180

SHOKER, L., SANEI, S. and SUMICH, A., 2005. Distinguishing between left and right finger movement from EEG using SVM. In: 27th Annual International Conference of the Engineering in Medicine and Biology Society (IEEE-EMBS 2005), Shanghai, 17-18 January 2006.