Danilo P. Mandic
Orcid: 0000-0001-8432-3963Affiliations:
- Imperial College London, UK
According to our database1,
Danilo P. Mandic
authored at least 526 papers
between 1999 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Biomed. Eng., July, 2024
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
Sensors, February, 2024
Artificial intelligence-enhanced electrocardiography derived body mass index as a predictor of future cardiometabolic disease.
npj Digit. Medicine, 2024
CoRR, 2024
CoRR, 2024
Quaternion recurrent neural network with real-time recurrent learning and maximum correntropy criterion.
CoRR, 2024
Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge.
CoRR, 2024
Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complex-valued CNNs.
CoRR, 2024
Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with Non-Linear Shifts in Reference Data.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., December, 2023
Design and Implementation of an Atrial Fibrillation Detection Algorithm on the ARM Cortex-M4 Microcontroller.
Sensors, September, 2023
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Modeling of Multiway Data on Graphs.
Neural Comput., August, 2023
Rapid extraction of respiratory waveforms from photoplethysmography: A deep corr-encoder approach.
Biomed. Signal Process. Control., August, 2023
Convolutional Neural Networks Demystified: A Matched Filtering Perspective-Based Tutorial.
IEEE Trans. Syst. Man Cybern. Syst., June, 2023
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes].
IEEE Signal Process. Mag., March, 2023
Sensors, March, 2023
Last-iterate convergence analysis of stochastic momentum methods for neural networks.
Neurocomputing, March, 2023
A class of doubly stochastic shift operators for random graph signals and their boundedness.
Neural Networks, January, 2023
IEEE Trans. Signal Process., 2023
IEEE Trans. Cogn. Dev. Syst., 2023
IEEE Signal Process. Lett., 2023
Signal Process., 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks.
CoRR, 2023
CoRR, 2023
TensorGPT: Efficient Compression of the Embedding Layer in LLMs based on the Tensor-Train Decomposition.
CoRR, 2023
CoRR, 2023
Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning.
CoRR, 2023
UAdam: Unified Adam-Type Algorithmic Framework for Non-Convex Stochastic Optimization.
CoRR, 2023
Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains.
CoRR, 2023
Fair and skill-diverse student group formation via constrained k-way graph partitioning.
CoRR, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Proceedings of the International Conference on Machine Learning, 2023
A comparative study on ML-based approaches for Main Entity Detection in Financial Reports.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Tensor Completion for Efficient and Accurate Hyperparameter Optimisation in Large-Scale Statistical Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023
Hierarchical Graph Learning for Stock Market Prediction Via a Domain-Aware Graph Pooling Operator.
Proceedings of the IEEE International Conference on Acoustics, 2023
Generalization Error of a Regression Model for Non-Invasive Blood Pressure Monitoring using a Single Photoplethysmography (PPG) Signal.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Hearables: Heart Rate Variability from Ear Electrocardiogram and Ear Photoplethysmogram (Ear-ECG and Ear-PPG).
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Supervised Learning for Nonsequential Data: A Canonical Polyadic Decomposition Approach.
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Biomed. Eng., 2022
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks].
IEEE Signal Process. Mag., 2022
A full second-order statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria.
Signal Process., 2022
A Pilot Study of Heart Rate Variability Synchrony as a Marker of Intraoperative Surgical Teamwork and Its Correlation to the Length of Procedure.
Sensors, 2022
Neural Comput. Appl., 2022
Variational Embedding Multiscale Sample Entropy: A Tool for Complexity Analysis of Multichannel Systems.
Entropy, 2022
Multivariate Multiscale Cosine Similarity Entropy and Its Application to Examine Circularity Properties in Division Algebras.
Entropy, 2022
Weight sharing for LMS algorithms: Convolutional neural networks inspired multichannel adaptive filtering.
Digit. Signal Process., 2022
CoRR, 2022
Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach.
CoRR, 2022
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling.
CoRR, 2022
Hyper-GST: Predict Metro Passenger Flow Incorporating GraphSAGE, Hypergraph, Social-meaningful Edge Weights and Temporal Exploitation.
CoRR, 2022
CoRR, 2022
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
A Joint Particle Filter for Quaternion-Valued $\alpha$-Stable Signals via the Characteristic Function.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Infergrad: Improving Diffusion Models for Vocoder by Considering Inference in Training.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Graph and tensor-train recurrent neural networks for high-dimensional models of limit order books.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications.
AII, 2022
2021
A Full Second-Order Analysis of the Widely Linear MVDR Beamformer for Noncircular Signals.
IEEE Trans. Signal Process., 2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Signal Process. Mag., 2021
IEEE Signal Process. Lett., 2021
Online Censoring Based Weighted-Frequency Fourier Linear Combiner for Estimation of Pathological Hand Tremors.
IEEE Signal Process. Lett., 2021
A layer-wise distribution analysis of the WLMMSE-SIC MIMO receiver for rectilinear or quasi-rectilinear signals.
Signal Process., 2021
Signal Process., 2021
Convergence of the RMSProp deep learning method with penalty for nonconvex optimization.
Neural Networks, 2021
Neural Networks, 2021
A review of Hidden Markov models and Recurrent Neural Networks for event detection and localization in biomedical signals.
Inf. Fusion, 2021
An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data.
CoRR, 2021
CoRR, 2021
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach.
CoRR, 2021
Hearables: From in-ear Recording of Vital Signs and Neural Function to Doctorless Hospitals.
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Learning to classify and imitate trading agents in continuous double auction markets.
Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021
Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequences.
Proceedings of the 29th European Signal Processing Conference, 2021
Hearables: Making Sense from Motion Artefacts in Ear-EEG for Real-Life Human Activity Classification.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Complex Properness Inspired Blind Adaptive Frequency-Dependent I/Q Imbalance Compensation for Wideband Direct-Conversion Receivers.
IEEE Trans. Wirel. Commun., 2020
Performance Analysis of Deficient Length Quaternion Least Mean Square Adaptive Filters.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation.
IEEE Trans. Neural Networks Learn. Syst., 2020
Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition.
IEEE Trans. Neural Networks Learn. Syst., 2020
Analysis of Least Stochastic Entropy Adaptive Filters for Noncircular Gaussian Signals.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments.
IEEE Trans. Circuits Syst., 2020
IEEE Trans. Biomed. Eng., 2020
IEEE Trans. Autom. Control., 2020
IEEE Signal Process. Mag., 2020
Fractional-Order Correntropy Adaptive Filters for Distributed Processing of $\alpha$-Stable Signals.
IEEE Signal Process. Lett., 2020
Signal Process., 2020
In-Ear SpO2: A Tool for Wearable, Unobtrusive Monitoring of Core Blood Oxygen Saturation.
Sensors, 2020
Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition.
Neural Comput. Appl., 2020
Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications.
Found. Trends Mach. Learn., 2020
Found. Trends Mach. Learn., 2020
Found. Trends Mach. Learn., 2020
Digit. Signal Process., 2020
Methods of Adaptive Signal Processing on Graphs Using Vertex-Time Autoregressive Models.
CoRR, 2020
Supervised Learning for Non-Sequential Data with the Canonical Polyadic Decomposition.
CoRR, 2020
Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications.
CoRR, 2020
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020
Improperness Based SINR Analysis of GFDM Systems Under Joint Tx and Rx I/Q Imbalance.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
SINR Analysis Of Mimo Systems With Widely Linear MMSE Receivers For The Reception Of Real-Valued Constellations.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure Estimation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Wirel. Commun., 2019
Analysis of the Unconstrained Frequency-Domain Block LMS for Second-Order Noncircular Inputs.
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Process., 2019
Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'".
IEEE Trans. Signal Process., 2019
Multiple-Model Adaptive Estimation for 3-D and 4-D Signals: A Widely Linear Quaternion Approach.
IEEE Trans. Neural Networks Learn. Syst., 2019
Understanding the Basis of Graph Signal Processing via an Intuitive Example-Driven Approach [Lecture Notes].
IEEE Signal Process. Mag., 2019
IEEE Signal Process. Mag., 2019
A Data Analytics Perspective of Power Grid Analysis-Part 1: The Clarke and Related Transforms [Lecture Notes].
IEEE Signal Process. Mag., 2019
Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights].
IEEE Signal Process. Mag., 2019
A Data Analytics Perspective of Power Grid Analysis-Part 2: Teaching Old Power Systems New Tricks [Lecture Notes].
IEEE Signal Process. Mag., 2019
IEEE Signal Process. Lett., 2019
Complex-Valued Nonlinear Adaptive Filters With Applications in $\alpha$-Stable Environments.
IEEE Signal Process. Lett., 2019
A class of multidimensional NIPALS algorithms for quaternion and tensor partial least squares regression.
Signal Process., 2019
A cost-effective nonlinear self-interference canceller in full-duplex direct-conversion transceivers.
Signal Process., 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
A general solver to the elliptical mixture model through an approximate Wasserstein manifold.
CoRR, 2019
CoRR, 2019
CoRR, 2019
Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition.
Comput. Intell. Neurosci., 2019
Bidimensional Multivariate Empirical Mode Decomposition With Applications in Multi-Scale Image Fusion.
IEEE Access, 2019
Proceedings of the Recent Trends in Learning From Data, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Smart DSP for a Smarter Power Grid: Teaching Power System Analysis through Signal Processing.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A Transition Probability Based Classification Model for Enhanced N1 Sleep stage Identification During Automatic Sleep Stage Scoring.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Performance Analysis of Quaternion-Valued Adaptive Filters in Nonstationary Environments.
IEEE Trans. Signal Process., 2018
Augmented Performance Bounds on Strictly Linear and Widely Linear Estimators With Complex Data.
IEEE Trans. Signal Process., 2018
An Augmented Nonlinear LMS for Digital Self-Interference Cancellation in Full-Duplex Direct-Conversion Transceivers.
IEEE Trans. Signal Process., 2018
A Normalized Complex LMS Based Blind I/Q Imbalance Compensator for GFDM Receivers and Its Full Second-Order Performance Analysis.
IEEE Trans. Signal Process., 2018
IEEE Trans. Instrum. Meas., 2018
In-Ear EEG Biometrics for Feasible and Readily Collectable Real-World Person Authentication.
IEEE Trans. Inf. Forensics Secur., 2018
Bringing Wearable Sensors into the Classroom: A Participatory Approach [SP Education].
IEEE Signal Process. Mag., 2018
Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing.
Signal Process., 2018
A perspective on CLMS as a deficient length augmented CLMS: Dealing with second order noncircularity.
Signal Process., 2018
Performance analysis of the deficient length augmented CLMS algorithm for second order noncircular complex signals.
Signal Process., 2018
Signal Process., 2018
Signal Process., 2018
Medical Image Anal., 2018
A Novel Multivariate Sample Entropy Algorithm for Modeling Time Series Synchronization.
Entropy, 2018
Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion.
CoRR, 2018
CoRR, 2018
Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
Refreshing Digital Communications Curriculum with RFID Technology: A Participatory Approach.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality?
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
EAR-EEG for Detecting Inter-Brain Synchronisation in Continuous Cooperative Multi-Person Scenarios.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Complementary Complex-Valued Spectrum for Real-Valued Data: Real Time Estimation of the Panorama Through Circularity-Preserving Dft.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Widely Linear CLMS Based Cancelation of Nonlinear Self -Interference in Full-Duplex Direct-Conversion Transceivers.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the Applications of Intelligent Systems, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Signal Process., 2017
Noncircular Measurement and Mitigation of I/Q Imbalance for OFDM-Based WLAN Transmitters.
IEEE Trans. Instrum. Meas., 2017
Complementary Mean Square Analysis of Augmented CLMS for Second-Order Noncircular Gaussian Signals.
IEEE Signal Process. Lett., 2017
Cost-effective quaternion minimum mean square error estimation: From widely linear to four-channel processing.
Signal Process., 2017
Signal Process., 2017
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives.
Found. Trends Mach. Learn., 2017
Cosine Similarity Entropy: Self-Correlation-Based Complexity Analysis of Dynamical Systems.
Entropy, 2017
A Multivariate Multiscale Fuzzy Entropy Algorithm with Application to Uterine EMG Complexity Analysis.
Entropy, 2017
An Augmented Nonlinear Complex LMS for Digital Self-Interference Cancellation in Full-Duplex Direct-Conversion Transceivers.
CoRR, 2017
Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives.
CoRR, 2017
Diagonalisation of covariance matrices in quaternion widely linear signal processing.
CoRR, 2017
CoRR, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Widely linear adaptive frequency estimation for unbalanced three-phase power systems with multiple noisy measurements.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Single-channel Wiener filtering of deterministic signals in stochastic noise using the panorama.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
A Distributed Quaternion Kalman Filter With Applications to Smart Grid and Target Tracking.
IEEE Trans. Signal Inf. Process. over Networks, 2016
Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2016
Is a Complex-Valued Stepsize Advantageous in Complex-Valued Gradient Learning Algorithms?
IEEE Trans. Neural Networks Learn. Syst., 2016
Optimization in Quaternion Dynamic Systems: Gradient, Hessian, and Learning Algorithms.
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Signal Process. Lett., 2016
Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading.
IEEE J. Sel. Top. Signal Process., 2016
Discriminating Multiple Emotional States from EEG Using a Data-Adaptive, Multiscale Information-Theoretic Approach.
Int. J. Neural Syst., 2016
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.
Found. Trends Mach. Learn., 2016
A Quaternion Frequency and Phasor Estimator for Three-Phase Power Distribution Networks.
CoRR, 2016
Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition.
CoRR, 2016
Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1.
CoRR, 2016
Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns.
Comput. Intell. Neurosci., 2016
A least squares enhanced smart DFT technique for frequency estimation of unbalanced three-phase power systems.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Performance advantage of quaternion widely linear estimation: An approximate uncorrelating transform approach.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Modelling stress in public speaking: Evolution of stress levels during conference presentations.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Synchrosqueezing an effective method for analyzing Doppler radar physiological signals.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Blind source separation and artefact cancellation for single channel bioelectrical signal.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
2015
IEEE Trans. Signal Process., 2015
IEEE Trans. Signal Process., 2015
Distributed Widely Linear Kalman Filtering for Frequency Estimation in Power Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform.
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Instrum. Meas., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
On the Intrinsic Relationship Between the Least Mean Square and Kalman Filters [Lecture Notes].
IEEE Signal Process. Mag., 2015
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis.
IEEE Signal Process. Mag., 2015
IEEE Signal Process. Lett., 2015
Signal Process., 2015
Multi-Scale Pixel-Based Image Fusion Using Multivariate Empirical Mode Decomposition.
Sensors, 2015
Convergence analysis of an augmented algorithm for fully complex-valued neural networks.
Neural Networks, 2015
EEG Signal Quality of a Subcutaneous Recording System Compared to Standard Surface Electrodes.
J. Sensors, 2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Enabling R-peak detection in wearable ECG: Combining matched filtering and Hilbert transform.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Mean square analysis of the CLMS and ACLMS for non-circular signals: The approximate uncorrelating transform approach.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Developing an online steady-state visual evoked potential-based brain-computer interface system using EarEEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 3, 2014
Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes.
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Inf. Theory, 2014
IEEE Signal Process. Lett., 2014
Signal Process., 2014
IEEE J. Sel. Top. Signal Process., 2014
Distributed Widely Linear Frequency Estimation in Unbalanced Three Phase Power Systems.
CoRR, 2014
Theory of Digital filter banks Realized via multivariate Empirical mode Decomposition.
Adv. Data Sci. Adapt. Anal., 2014
Predicting subject performance level from EEG signal complexity when engaged in BCI paradigm.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
The HC calculus, quaternion derivatives and caylay-hamilton form of quaternion adaptive filters and learning systems.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
A theoretical bound for the performance advantage of quaternion widely linear estimation.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A method for quantitative assessment of artifacts in EEG, and an empirical study of artifacts.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Estimation of financial indices volatility using a model with time-varying parameters.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014
A balancing voltage transformation for robust frequency estimation in unbalanced power systems.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
2013
IEEE Trans. Instrum. Meas., 2013
Widely Linear Modeling for Frequency Estimation in Unbalanced Three-Phase Power Systems.
IEEE Trans. Instrum. Meas., 2013
Empirical Mode Decomposition-Based Time-Frequency Analysis of Multivariate Signals: The Power of Adaptive Data Analysis.
IEEE Signal Process. Mag., 2013
IEEE Signal Process. Lett., 2013
Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm.
IEEE Signal Process. Lett., 2013
Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Design of oversampled generalised discrete Fourier transform filter banks for application to subband-based blind source separation.
IET Signal Process., 2013
Comparison of P300 Responses in Auditory, Visual and Audiovisual Spatial Speller BCI Paradigms
CoRR, 2013
Multi-command Tactile and Auditory Brain Computer Interface based on Head Position Stimulation
CoRR, 2013
Adv. Data Sci. Adapt. Anal., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
An adaptive diffusion quaternion LMS algorithm for distributed networks of 3D and 4D vector sensors.
Proceedings of the 21st European Signal Processing Conference, 2013
EEG epileptic seizures separation with multivariate empirical mode decomposition for diagnostic purposes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing.
IEEE Trans. Signal Process., 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
IEEE Trans. Instrum. Meas., 2012
Identification of Defective Areas in Composite Materials by Bivariate EMD Analysis of Ultrasound.
IEEE Trans. Instrum. Meas., 2012
Adaptive Frequency Estimation in Smart Grid Applications: Exploiting Noncircularity and Widely Linear Adaptive Estimators.
IEEE Signal Process. Mag., 2012
Signal Process., 2012
IEEE J. Sel. Top. Signal Process., 2012
Neurocomputing, 2012
IET Signal Process., 2012
Kalman filtering for widely linear complex and quaternion valued bearings only tracking.
IET Signal Process., 2012
Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method
CoRR, 2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Widely linear state space models for frequency estimation in unbalanced three-phase systems.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
IEEE Trans. Signal Process., 2011
An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals.
IEEE Trans. Neural Networks, 2011
IEEE Trans. Neural Networks, 2011
An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals.
IEEE Signal Process. Lett., 2011
IEEE Signal Process. Lett., 2011
Signal Process., 2011
Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms.
Comput. Hum. Behav., 2011
Appl. Math. Lett., 2011
Emotional empathy transition patterns from human brain responses in interactive communication situations - Brain-computer and machine interactive interfacing approach.
AI Soc., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
The least-mean-magnitude-phase algorithm with applications to communications systems.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Characterisation of Signal Modality: Exploiting Signal Nonlinearity in Machine Learning and Signal Processing.
J. Signal Process. Syst., 2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
An augmented affine projection algorithm for the filtering of noncircular complex signals.
Signal Process., 2010
Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis.
J. Circuits Syst. Comput., 2010
A modified Armijo rule for the online selection of learning rate of the LMS algorithm.
Digit. Signal Process., 2010
Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010
Identification of improper processes by variable tap-length complex-valued adaptive filters.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework.
Proceedings of the International Joint Conference on Neural Networks, 2010
On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010
Performance analysis of the conventional complex LMS and augmented complex LMS algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 13th Conference on Information Fusion, 2010
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Signal Process., 2009
Digit. Signal Process., 2009
Upper bounds on the capacities of non-controllable finite-state channels using dynamic programming methods.
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Qualitative analysis of rotational modes within three dimensional empirical mode decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
An Assessment of Qualitative Performance of Machine Learning Architectures: Modular Feedback Networks.
IEEE Trans. Neural Networks, 2008
IEEE Trans. Circuits Syst. I Regul. Pap., 2008
Blind source extraction: Standard approaches and extensions to noisy and post-nonlinear mixing.
Neurocomputing, 2008
Int. J. Neural Syst., 2008
Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
J. VLSI Signal Process., 2007
J. VLSI Signal Process., 2007
Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain.
J. VLSI Signal Process., 2007
IEEE Trans. Neural Networks, 2007
Stochastic Gradient-Adaptive Complex-Valued Nonlinear Neural Adaptive Filters With a Gradient-Adaptive Step Size.
IEEE Trans. Neural Networks, 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Neural Networks, 2007
An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neural Networks.
Neural Comput., 2007
Algorithms for BER-Constrained Variable-Length Equalizers driven by Channel Response Knowledge over Frequency-Selective Radio Channel.
Proceedings of the 65th IEEE Vehicular Technology Conference, 2007
Proceedings of the Advances in Nonlinear Speech Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations.
Proceedings of the Artifical Intelligence for Human Computing, 2007
2006
IEEE Trans. Circuits Syst. II Express Briefs, 2006
IEEE Signal Process. Lett., 2006
A normalised kurtosis-based algorithm for blind source extraction from noisy measurements.
Signal Process., 2006
EURASIP J. Wirel. Commun. Netw., 2006
A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
An analysis of the CCA approach for blind source separation and its adaptive realization.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
IEEE Trans. Signal Process., 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Semi-blind source separation for convolutive mixtures based on frequency invariant transformation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
A class of gradient-adaptive step size algorithms for complex-valued nonlinear neural adaptive filters.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Communicative Interactivity - A Multimodal Communicative Situation Classification Approach.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
2004
IEEE Trans. Biomed. Eng., 2004
IEEE Signal Process. Lett., 2004
Signal Process., 2004
Int. J. Knowl. Based Intell. Eng. Syst., 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
A fully adaptive normalized nonlinear gradient descent algorithm for complex-valued nonlinear adaptive filters.
IEEE Trans. Signal Process., 2003
IEEE Trans. Medical Imaging, 2003
A Data Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex Valued Neural Adaptive Filters.
Neural Process. Lett., 2003
A complex-valued nonlinear neural adaptive filter with a gradient adaptive amplitude of the activation function.
Neural Networks, 2003
Neural Networks, 2003
J. Frankl. Inst., 2003
An on-line algorithm for blind source extraction based on nonlinear prediction approach.
Proceedings of the NNSP 2003, 2003
Proceedings of the NNSP 2003, 2003
A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
A Data-Reusing Gradient Descent Algorithm for Complex-Valued Recurrent Neural Networks.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
A normalized mixed-norm adaptive filtering algorithm robust under impulsive noise interference.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Analysis of the class of complex-valued error adaptive normalised nonlinear gradient descent algorithms.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
A differential entropy based method for determining the optimal embedding parameters of a signal.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
2002
Nonlinear FIR adaptive filters with a gradient adaptive amplitude in the nonlinearity.
IEEE Signal Process. Lett., 2002
J. Intell. Fuzzy Syst., 2002
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
On sensitivity of neural adaptive filters with respect to the slope parameter of a neuron activation function.
Proceedings of the IEEE International Conference on Acoustics, 2002
A general adaptive normalised nonlinear-gradient descent algorithm for nonlinear adaptive filters.
Proceedings of the IEEE International Conference on Acoustics, 2002
On the derivation of the optimal payload size for packet based transmission over a binary symmetrical communication channel.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Artificial Neural Networks, 2002
Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality.
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
2001
A normalized gradient descent algorithm for nonlinear adaptive filters using a gradient adaptive step size.
IEEE Signal Process. Lett., 2001
A fully adaptive normalized nonlinear gradient descent algorithm for nonlinear system identification.
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
Relationships Between the A Priori and A Posteriori Errors in Nonlinear Adaptive Neural Filters.
Neural Comput., 2000
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Relating the Slope of the Activation Function and the Learning Rate Within a Recurrent Neural Network.
Neural Comput., 1999
Global asymptotic convergence of nonlinear relaxation equations realised through a recurrent perceptron.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999