| 2026 | AAAI | Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models. | Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, Danilo P. Mandic, James Bailey |
| 2026 | ACL | TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models. | Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo P. Mandic |
| 2025 | ICASSP | Kernel-Based Anomaly Detection Using Generalized Hyperbolic Processes. | Pauline Bourigault, Danilo P. Mandic |
| 2025 | ICASSP | RespDiff: An End-to-End Multi-scale RNN Diffusion Model for Respiratory Waveform Estimation from PPG Signals. | Yuyang Miao, Zehua Chen, Chang Li, Danilo P. Mandic |
| 2025 | ICASSP | Panorama: An enabling technology for Hearables. | Qiyu Rao, Zdenka Babic, Scott C. Douglas, Danilo P. Mandic |
| 2025 | ICML | Relational Conformal Prediction for Correlated Time Series. | Andrea Cini, Alexander Jenkins, Danilo P. Mandic, Cesare Alippi, Filippo Maria Bianchi |
| 2025 | IJCNN | TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs. | Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides, Danilo P. Mandic |
| 2025 | IJCNN | Augmentation of EEG and ECG Time Series for Machine Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates. | Nina Moutonnet, Gregory Scott, Danilo P. Mandic |
| 2024 | BMVC | Multi-Modal Information Bottleneck Attribution with Cross-Attention Guidance. | Pauline Bourigault, Emmanuelle Bourigault, Danilo P. Mandic |
| 2024 | ICASSP | Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with Non-Linear Shifts in Reference Data. | Harry J. Davies, Yuyang Miao, Amir Nassibi, Morteza Khaleghimeybodi, Danilo P. Mandic |
| 2024 | ICASSP | Detecting Gamma-Band Responses to the Speech Envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge. | Mike Thornton, Jonas Auernheimer, Constantin Jehn, Danilo P. Mandic, Tobias Reichenbach |
| 2024 | ICML | Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting. | Andrea Cini, Danilo P. Mandic, Cesare Alippi |
| 2024 | IJCNN | Quaternion Recurrent Neural Network with Real-Time Recurrent Learning and Maximum Correntropy Criterion. | Pauline Bourigault, Dongpo Xu, Danilo P. Mandic |
| 2024 | IJCNN | GPINN: Physics-Informed Neural Network with Graph Embedding. | Yuyang Miao, Haolin Li, Danilo P. Mandic |
| 2024 | IJCNN | Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complex-valued CNNs. | Qingchen Wang, Zhe Li, Zdenka Babic, Wei Deng, Ljubisa Stankovic, Danilo P. Mandic |
| 2024 | MICCAI | Physics-Informed Neural Networks Can Accurately Model Cardiac Electrophysiology in 3D Geometries and Fibrillatory Conditions. | Ching-En Chiu, Aditi Roy, Sarah Cechnicka, Ashvin Gupta, Arieh Levy Pinto, Christoforos Galazis, Kim Christensen, Danilo P. Mandic, Marta Varela |
| 2023 | ICASSP | Hierarchical Graph Learning for Stock Market Prediction Via a Domain-Aware Graph Pooling Operator. | Arie N. Arya, Yao Lei Xu, Ljubisa Stankovic, Danilo P. Mandic |
| 2023 | ICASSP | Tensor Completion for Efficient and Accurate Hyperparameter Optimisation in Large-Scale Statistical Learning. | Aaman Rebello, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic |
| 2023 | ICASSP | Relating EEG Recordings to Speech Using Envelope Tracking and The Speech-FFR. | Mike Thornton, Danilo P. Mandic, Tobias Reichenbach |
| 2023 | ICASSP | ClassA Entropy for the Analysis of Structural Complexity of Physiological Signals. | Hongjian Xiao, Ling Li, Danilo P. Mandic |
| 2023 | ICML | AudioLDM: Text-to-Audio Generation with Latent Diffusion Models. | Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo P. Mandic, Wenwu Wang, Mark D. Plumbley |
| 2022 | ICASSP | Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification. | Alvaro Arroyo, Bruno Scalzo, Ljubisa Stankovic, Danilo P. Mandic |
| 2022 | ICASSP | Infergrad: Improving Diffusion Models for Vocoder by Considering Inference in Training. | Zehua Chen, Xu Tan, Ke Wang, Shifeng Pan, Danilo P. Mandic, Lei He, Sheng Zhao |
| 2022 | ICASSP | Variational Bayesian Tensor Networks with Structured Posteriors. | Kriton Konstantinidis, Yao Lei Xu, Qibin Zhao, Danilo P. Mandic |
| 2022 | ICASSP | Multivariate Multiscale Cosine Similarity Entropy. | Hongjian Xiao, Theerasak Chanwimalueang, Danilo P. Mandic |
| 2022 | ICASSP | Low-Complexity Attention Modelling via Graph Tensor Networks. | Yao Lei Xu, Kriton Konstantinidis, Shengxi Li, Ljubisa Stankovic, Danilo P. Mandic |
| 2022 | IJCNN | Hearables: Artefact removal in Ear-EEG for continuous 24/7 monitoring. | Edoardo Occhipinti, Harry J. Davies, Ghena Hammour, Danilo P. Mandic |
| 2022 | IJCNN | Fractional-Order Learning Systems. | Sayed Pouria Talebi, Stefan Werner, Danilo P. Mandic |
| 2021 | ICASSP | Robust PCA Through Maximum Correntropy Power Iterations. | Jean P. Chereau, Bruno Scalzo, Danilo P. Mandic |
| 2021 | ICASSP | Kernel Learning with Tensor Networks. | Kriton Konstantinidis, Shengxi Li, Danilo P. Mandic |
| 2021 | ICASSP | Nonstationary Portfolios: Diversification in the Spectral Domain. | Bruno Scalzo, Alvaro Arroyo, Ljubisa Stankovic, Danilo P. Mandic |
| 2021 | IJCNN | Graph Theory for Metro Traffic Modelling. | Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides, Danilo P. Mandic |
| 2021 | IJCNN | Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting. | Yao Lei Xu, Giuseppe Giovanni Calvi, Danilo P. Mandic |
| 2020 | AAAI | Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold. | Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic |
| 2020 | ESANN | Tensor Decompositions in Deep Learning. | Davide Bacciu, Danilo P. Mandic |
| 2020 | ICASSP | Portfolio Cuts: A Graph-Theoretic Framework to Diversification. | Bruno Scalzo Dees, Ljubisa Stankovic, Anthony G. Constantinides, Danilo P. Mandic |
| 2020 | ICASSP | A Low-Dimensionality Method for Data-Driven Graph Learning. | Ljubisa Stankovic, Milos Dakovic, Danilo P. Mandic, Milos Brajovic, Bruno Scalzo Dees, Anthony G. Constantinides |
| 2020 | IJCNN | A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure Estimation. | Zehua Chen, Bruno Scalzo Dees, Danilo P. Mandic |
| 2020 | PIMRC | SINR Analysis Of Mimo Systems With Widely Linear MMSE Receivers For The Reception Of Real-Valued Constellations. | Zhe Li, Wei Deng, Wenjiang Pei, Yili Xia, Chao Zhu, Danilo P. Mandic |
| 2020 | WCNC | Improperness Based SINR Analysis of GFDM Systems Under Joint Tx and Rx I/Q Imbalance. | Hao Cheng, Yili Xia, Yongming Huang, Luxi Yang, Zixiang Xiong, Danilo P. Mandic |
| 2019 | AAAI | Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion. | Longhao Yuan, Chao Li, Danilo P. Mandic, Jianting Cao, Qibin Zhao |
| 2019 | ICANN | Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. | Zeyang Yu, Shengxi Li, Danilo P. Mandic |
| 2019 | ICASSP | Support Tensor Machine for Financial Forecasting. | Giuseppe Giovanni Calvi, Vladimir Lucic, Danilo P. Mandic |
| 2019 | ICASSP | Smart DSP for a Smarter Power Grid: Teaching Power System Analysis through Signal Processing. | Ahmad Moniri, Anthony G. Constantinides, Danilo P. Mandic |
| 2019 | ICASSP | Tracking Dynamic Systems in α-Stable Environments. | Sayed Pouria Talebi, Stefan Werner, Shengxi Li, Danilo P. Mandic |
| 2019 | ICASSP | Quaternion-Valued Adaptive Filtering via Nesterov's Extrapolation. | Thiernithi Variddhisa, Min Xiang, Scott C. Douglas, Danilo P. Mandic |
| 2019 | ICASSP | Simultaneous DFT and IDFT through Widely Linear CLMS. | Xing Zhang, Bruno Scalzo Dees, Chunguo Li, Yili Xia, Luxi Yang, Danilo P. Mandic |
| 2018 | AAAI | Hypergraph p-Laplacian: A Differential Geometry View. | Shota Saito, Danilo P. Mandic, Hideyuki Suzuki |
| 2018 | ICASSP | Widely Linear CLMS Based Cancelation of Nonlinear Self -Interference in Full-Duplex Direct-Conversion Transceivers. | Zhe Li, Wenjiang Pei, Yili Xia, Kai Wang, Danilo P. Mandic |
| 2018 | ICASSP | Complementary Complex-Valued Spectrum for Real-Valued Data: Real Time Estimation of the Panorama Through Circularity-Preserving Dft. | Bruno Scalzo Dees, Scott C. Douglas, Danilo P. Mandic |
| 2018 | ICASSP | Correntropy-Based Adaptive Filtering of Noncircular Complex Data. | Bruno Scalzo Dees, Yili Xia, Scott C. Douglas, Danilo P. Mandic |
| 2018 | ICASSP | Affine-Projection Least-Mean-Magnitude-Phase Algorithms Using a Posteriori Updates. | Scott C. Douglas, Danilo P. Mandic |
| 2018 | ICASSP | EAR-EEG for Detecting Inter-Brain Synchronisation in Continuous Cooperative Multi-Person Scenarios. | Apit Hemakom, Valentin Goverdovsky, Danilo P. Mandic |
| 2018 | ICASSP | Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality? | Ilia Kisil, Giuseppe Giovanni Calvi, Andrzej Cichocki, Danilo P. Mandic |
| 2018 | IJCNN | Automatic detection of drowsiness using in-ear EEG. | Takashi Nakamura, Yousef D. Alqurashi, Mary J. Morrell, Danilo P. Mandic |
| 2017 | ICASSP | Single-channel Wiener filtering of deterministic signals in stochastic noise using the panorama. | Scott C. Douglas, Danilo P. Mandic |
| 2017 | ICASSP | An online NIPALS algorithm for Partial Least Squares. | Alexander E. Stott, Sithan Kanna, Danilo P. Mandic, William T. Pike |
| 2017 | ICASSP | Cost-effective diffusion Kalman filtering with implicit measurement exchanges. | Sayed Pouria Talebi, Sithan Kanna, Yili Xia, Danilo P. Mandic |
| 2017 | IJCNN | Complexity science for sleep stage classification from EEG. | Takashi Nakamura, Tricia Adjei, Yousef Alqurashi, David Looney, Mary J. Morrell, Danilo P. Mandic |
| 2016 | ICASSP | Modelling stress in public speaking: Evolution of stress levels during conference presentations. | Theerasak Chanwimalueang, Lisa Aufegger, Wilhelm von Rosenberg, Danilo P. Mandic |
| 2016 | ICASSP | Stability analysis of the least-mean-magnitude-phase algorithm. | Scott C. Douglas, Danilo P. Mandic |
| 2016 | ICASSP | Novel quaternion matrix factorisations. | Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic |
| 2016 | ICASSP | Quantifying cooperation in choir singing: Respiratory and cardiac synchronisation. | Apit Hemakom, Valentin Goverdovsky, Lisa Aufegger, Danilo P. Mandic |
| 2016 | ICASSP | Performance advantage of quaternion widely linear estimation: An approximate uncorrelating transform approach. | Min Xiang, Sithan Kanna, Scott C. Douglas, Danilo P. Mandic |
| 2016 | BSN | Blind source separation and artefact cancellation for single channel bioelectrical signal. | Zhiqiang Zhang, Huihui Li, Danilo P. Mandic |
| 2016 | IJCNN | A least squares enhanced smart DFT technique for frequency estimation of unbalanced three-phase power systems. | Yili Xia, Kai Wang, Wenjiang Pei, Zoran Blazic, Danilo P. Mandic |
| 2015 | ICASSP | Nonuniformly sampled trivariate empirical mode decomposition. | Apit Hemakom, Alireza Ahrabian, David Looney, Naveed ur Rehman, Danilo P. Mandic |
| 2015 | ICASSP | Mean square analysis of the CLMS and ACLMS for non-circular signals: The approximate uncorrelating transform approach. | Danilo P. Mandic, Sithan Kanna, Scott C. Douglas |
| 2015 | ICASSP | Vital signs from inside a helmet: A multichannel face-lead study. | Wilhelm von Rosenberg, Theerasak Chanwimalueang, David Looney, Danilo P. Mandic |
| 2015 | ICASSP | A quaternion frequency estimator for three-phase power systems. | Sayed Pouria Talebi, Danilo P. Mandic |
| 2015 | ICASSP | The widely linear quaternion recursive total least squares. | Thiannithi Thanthawaritthisai, Felipe A. Tobar, Anthony G. Constantinides, Danilo P. Mandic |
| 2015 | ICASSP | Common components analysis via linked blind source separation. | Guoxu Zhou, Andrzej Cichocki, Danilo P. Mandic |
| 2015 | IJCNN | A non-linear state space frequency estimator for three-phase power systems. | Sayed Pouria Talebi, Sithan Kanna, Danilo P. Mandic |
| 2014 | ICASSP | Estimation of phase synchrony using the synchrosqueezing transform. | Alireza Ahrabian, Danilo P. Mandic |
| 2014 | ICASSP | Autoconvolution and panorama: Augmenting second-order signal analysis. | Scott C. Douglas, Danilo P. Mandic |
| 2014 | ICASSP | Subspace denoising of EEG artefacts via multivariate EMD. | David Looney, Valentin Goverdovsky, Preben Kidmose, Danilo P. Mandic |
| 2014 | ICASSP | A Quaternion Least Mean Phase adaptive estimator. | Sayed Pouria Talebi, Dongpo Xu, Anthony Kuh, Danilo P. Mandic |
| 2014 | ICASSP | A particle filtering based kernel HMM predictor. | Felipe A. Tobar, Danilo P. Mandic |
| 2014 | IJCNN | The HC calculus, quaternion derivatives and caylay-hamilton form of quaternion adaptive filters and learning systems. | Yili Xia, Cyrus Jahanchahi, Dongpo Xu, Danilo P. Mandic |
| 2013 | ICASSP | Dynamical complexity analysis of multivariate financial data. | Wenjun Er, Danilo P. Mandic |
| 2013 | ICASSP | The quaternion kernel least squares. | Felipe A. Tobar, Danilo P. Mandic |
| 2013 | ICASSP | On intraference and its implications in complex-valued signal processing. | Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic |
| 2012 | ACSSC | Cooperative adaptive estimation of distributed noncircular complex signals. | Dahir H. Dini, Danilo P. Mandic |
| 2012 | ACSSC | Session TP2b: Cooperative adaptation and learning (invited). | Danilo P. Mandic, Ali H. Sayed |
| 2012 | ICASSP | Multivariate entropy analysis with data-driven scales. | Mosabber Uddin Ahmed, Naveed ur Rehman, David Looney, Tomasz M. Rutkowski, Preben Kidmose, Danilo P. Mandic |
| 2012 | ICASSP | A family of least-squares magnitude phase algorithms. | Scott C. Douglas, Danilo P. Mandic |
| 2012 | ICASSP | On gradient calculation in quaternion adaptive filtering. | Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic |
| 2012 | ICASSP | On quaternion analyticity: Enabling quaternion-valued nonlinear adaptive filtering. | Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic |
| 2011 | ACSSC | A unifying framework for the analysis of quaternion valued adaptive filters. | Clive Cheong Took, Cyrus Jahanchahi, Danilo P. Mandic |
| 2011 | ICASSP | The least-mean-magnitude-phase algorithm with applications to communications systems. | Scott C. Douglas, Danilo P. Mandic |
| 2011 | ICASSP | Blind extraction of improper quaternion sources. | Soroush Javidi, Clive Cheong Took, Cyrus Jahanchahi, Nicolas Le Bihan, Danilo P. Mandic |
| 2011 | ICASSP | Augmented complex matrix factorisation. | David Looney, Danilo P. Mandic |
| 2011 | ICASSP | A collaborative filtering approach for quasi-brain-death EEG analysis. | Yili Xia, Ling Li, Jianting Cao, Martin Golz, Danilo P. Mandic |
| 2011 | IJCNN | A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes. | Mingxuan Wang, Clive Cheong Took, Danilo P. Mandic |
| 2011 | IJCNN | Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions. | Yili Xia, Scott C. Douglas, Danilo P. Mandic |
| 2010 | FUSION | Image fusion based on Fast and Adaptive Bidimensional Empirical Mode Decomposition. | Mosabber Uddin Ahmed, Danilo P. Mandic |
| 2010 | ICASSP | Performance analysis of the conventional complex LMS and augmented complex LMS algorithms. | Scott C. Douglas, Danilo P. Mandic |
| 2010 | IJCNN | On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. | Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic |
| 2010 | IJCNN | Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework. | David Looney, Cheolsoo Park, Yili Xia, Preben Kidmose, Michael Ungstrup, Danilo P. Mandic |
| 2010 | IJCNN | Quadrivariate Empirical Mode Decomposition. | Naveed ur Rehman, Danilo P. Mandic |
| 2010 | IJCNN | Quaternion-valued short term forecasting of wind profile. | Clive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara |
| 2010 | IJCNN | Identification of improper processes by variable tap-length complex-valued adaptive filters. | Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic |
| 2009 | ICASSP | Applications of complex augmented kernels to wind profile prediction. | Anthony Kuh, Danilo P. Mandic |
| 2009 | ICASSP | Duality between widely linear and dual channel adaptive filtering. | Danilo P. Mandic, Susanne Still, Scott C. Douglas |
| 2009 | ICASSP | Qualitative analysis of rotational modes within three dimensional empirical mode decomposition. | Naveed ur Rehman, Danilo P. Mandic |
| 2009 | ICASSP | Multichannel spectral pattern separation - An EEG processing application -. | Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Danilo P. Mandic, Jianting Cao, Anca L. Ralescu |
| 2009 | ICASSP | Study of the quaternion LMS and four-channel LMS algorithms. | Clive Cheong Took, Danilo P. Mandic, Jacob Benesty |
| 2009 | ICASSP | A split quaternion nonlinear adaptive filter. | Bukhari Che Ujang, Clive Cheong Took, Aleksandar Kavcic, Danilo P. Mandic |
| 2009 | IJCNN | Complex valued recurrent neural networks for noncircular complex signals. | Danilo P. Mandic |
| 2009 | ISIT | Upper bounds on the capacities of non-controllable finite-state channels using dynamic programming methods. | Xiujie Huang, Aleksandar Kavcic, Xiao Ma, Danilo P. Mandic |
| 2008 | ICASSP | Qualitative assessment of intrinsic mode functions of empirical mode decomposition. | Mo Chen, Danilo P. Mandic, Preben Kidmose, Michael Ungstrup |
| 2008 | ICASSP | Cascaded approach for microsleep data extraction. | Wai Yie Leong, Danilo P. Mandic |
| 2008 | ICASSP | A machine learning enhanced empirical mode decomposition. | David Looney, Danilo P. Mandic |
| 2008 | ICASSP | Online tracking of the degree of nonlinearity within complex signals. | Danilo P. Mandic, Phebe Vayanos, Soroush Javidi, Beth Jelfs, Kazuyuki Aihara |
| 2008 | ICONIP | Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. | Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic |
| 2007 | ICASSP | Rotation Invariant Complex Empirical Mode Decomposition. | Muhammad Altaf, Temujin Gautama, Toshihisa Tanaka, Danilo P. Mandic |
| 2007 | ICASSP | Blind Extraction of Noisy Events using Nonlinear Predictor. | Wai Yie Leong, Danilo P. Mandic, Wei Liu |
| 2007 | ICASSP | Collaborative Adaptive Learning using Hybrid Filters. | Danilo P. Mandic, Phebe Vayanos, Christos Boukis, Beth Jelfs, Su Lee Goh, Temujin Gautama, Tomasz M. Rutkowski |
| 2007 | ISCAS | Noisy Component Extraction (Noice). | Wai Yie Leong, Danilo P. Mandic |
| 2007 | VTC | Algorithms for BER-Constrained Variable-Length Equalizers driven by Channel Response Knowledge over Frequency-Selective Radio Channel. | Armelle Wautier, Lionel Husson, Ionut-Dan Plai, Danilo P. Mandic |
| 2006 | ICASSP | An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neural Networks. | Su Lee Goh, Danilo P. Mandic |
| 2006 | ICASSP | Sequential Detection Using Least Squares Temporal Difference Methods. | Anthony Kuh, Danilo P. Mandic |
| 2006 | ICASSP | A Normalised Kurtosis Based Blind Source Extraction Algorithm for Noisy Mixtures. | Wei Liu, Danilo P. Mandic |
| 2006 | ISCAS | An analysis of the CCA approach for blind source separation and its adaptive realization. | Wei Liu, Danilo P. Mandic, Andrzej Cichocki |
| 2006 | ISCAS | Blind source extraction of instantaneous noisy mixtures using a linear predictor. | Wei Liu, Danilo P. Mandic, Andrzej Cichocki |
| 2006 | KES | An Online Method for Detecting Nonlinearity Within a Signal. | Beth Jelfs, Phebe Vayanos, Mo Chen, Su Lee Goh, Christos Boukis, Temujin Gautama, Tomasz M. Rutkowski, Tony Kuh, Danilo P. Mandic |
| 2006 | KES | Sensor Network Localization Using Least Squares Kernel Regression. | Anthony Kuh, Chaopin Zhu, Danilo P. Mandic |
| 2006 | KES | Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach. | Tomasz M. Rutkowski, Franois B. Vialatte, Andrzej Cichocki, Danilo P. Mandic, Allan Kardec Barros |
| 2006 | KES | A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. | Yoshikazu Washizawa, Toshihisa Tanaka, Danilo P. Mandic, Andrzej Cichocki |
| 2005 | ICANN | Data Fusion for Modern Engineering Applications: An Overview. | Danilo P. Mandic, Dragan Obradovic, Anthony Kuh, Tlay Adali, Udo Trutschel, Martin Golz, Philippe De Wilde, Javier A. Barria, Anthony G. Constantinides, Jonathon A. Chambers |
| 2005 | ICANN | Energy of Brain Potentials Evoked During Visual Stimulus: A New Biometric? | Ramaswamy Palaniappan, Danilo P. Mandic |
| 2005 | ICANN | Communicative Interactivity - A Multimodal Communicative Situation Classification Approach. | Tomasz M. Rutkowski, Danilo P. Mandic |
| 2005 | ICANN | Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection. | David Sommer, Mo Chen, Martin Golz, Udo Trutschel, Danilo P. Mandic |
| 2005 | ICASSP | On nonlinear modular neural filters. | Mo Chen, Danilo P. Mandic, Temujin Gautama, Marc M. Van Hulle |
| 2005 | ICASSP | A class of gradient-adaptive step size algorithms for complex-valued nonlinear neural adaptive filters. | Su Lee Goh, Danilo P. Mandic |
| 2005 | ICASSP | Semi-blind source separation for convolutive mixtures based on frequency invariant transformation. | Wei Liu, Danilo P. Mandic |
| 2005 | ISCAS | A class of novel blind source extraction algorithms based on a linear predictor. | Wei Liu, Danilo P. Mandic, Andrzej Cichocki |
| 2004 | ICASSP | Quality assessment of hybrid nonlinear filters. | Mo Chen, Danilo P. Mandic |
| 2003 | ESANN | Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression. | Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic |
| 2003 | ICASSP | A gradient adaptive step size algorithm for IIR filters. | Christos Boukis, Danilo P. Mandic, Eftychios V. Papoulis, Anthony G. Constantinides |
| 2003 | ICASSP | A differential entropy based method for determining the optimal embedding parameters of a signal. | Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle |
| 2003 | ICASSP | Analysis of the class of complex-valued error adaptive normalised nonlinear gradient descent algorithms. | Andrew I. Hanna, Ian Yates, Danilo P. Mandic |
| 2003 | ICASSP | A normalized mixed-norm adaptive filtering algorithm robust under impulsive noise interference. | Danilo P. Mandic, Eftychios V. Papoulis, Christos Boukis |
| 2003 | KES | A Non-parametric Test for Detecting the Complex-Valued Nature of Time Series. | Temujin Gautama, Danilo P. Mandic, Marc M. Van Hulle |
| 2003 | KES | A Data-Reusing Gradient Descent Algorithm for Complex-Valued Recurrent Neural Networks. | Su Lee Goh, Danilo P. Mandic |
| 2003 | KES | A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources. | Maria G. Jafari, Danilo P. Mandic, Jonathon A. Chambers |
| 2002 | ESANN | Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality. | Robert J. Foxall, Gavin C. Cawley, Nicola L. C. Talbot, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | ICANN | Error Functions for Prediction of Episodes of Poor Air Quality. | Robert J. Foxall, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | ICASSP | A normalised complex backpropagation algorithm. | Andrew I. Hanna, Danilo P. Mandic |
| 2002 | ICASSP | On the derivation of the optimal payload size for packet based transmission over a binary symmetrical communication channel. | Djemal H. Kolonic, Danilo P. Mandic, Ben Milner, Richard W. Harvey |
| 2002 | ICASSP | A general adaptive normalised nonlinear-gradient descent algorithm for nonlinear adaptive filters. | Danilo P. Mandic, Andrew I. Hanna, Dai I. Kim |
| 2002 | ICASSP | On sensitivity of neural adaptive filters with respect to the slope parameter of a neuron activation function. | Warren Sherliker, Igor R. Krcmar, Milorad M. Bozic, Danilo P. Mandic |
| 2001 | ICASSP | Nonlinear modelling of air pollution time series. | Robert J. Foxall, Igor R. Krcmar, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic |
| 2001 | ICASSP | A fully adaptive normalized nonlinear gradient descent algorithm for nonlinear system identification. | Igor R. Krcmar, Danilo P. Mandic |
| 2000 | ICASSP | A normalized gradient algorithm for an adaptive recurrent perceptron. | Jonathon A. Chambers, Warren Sherliker, Danilo P. Mandic |
| 2000 | ICASSP | Visualising error surfaces for adaptive filters and other purposes. | Mark Fisher, Danilo P. Mandic, J. Andrew Bangham, Richard W. Harvey |
| 2000 | ICASSP | Some potential pitfalls with s to z-plane mappings. | Richard W. Harvey, Danilo P. Mandic, Djemal H. Kolonic |
| 2000 | ICASSP | On global asymptotic stability of fully connected recurrent neural networks. | Danilo P. Mandic, Jonathon A. Chambers, Milorad M. Bozic |
| 1999 | ICASSP | Global asymptotic convergence of nonlinear relaxation equations realised through a recurrent perceptron. | Danilo P. Mandic, Jonathon A. Chambers |