Danilo Mandic
Imperial College London
H-index: 75
Europe-United Kingdom
Top articles of Danilo Mandic
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Quaternion recurrent neural network with real-time recurrent learning and maximum correntropy criterion | arXiv preprint arXiv:2402.14227 | Pauline Bourigault Dongpo Xu Danilo P Mandic | 2024/2/22 |
Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: a systematic review | Nina Moutonnet Steven White Benjamin P Campbell Danilo Mandic Gregory Scott | 2024/4/8 | |
Decoding of Selective Attention to Speech From Ear-EEG Recordings | arXiv preprint arXiv:2401.05187 | Mike Thornton Danilo Mandic Tobias Reichenbach | 2024/1/10 |
Physically Meaningful Surrogate Data for COPD | IEEE Open Journal of Engineering in Medicine and Biology | Harry J Davies Ghena Hammour Hongjian Xiao Patrik Bachtiger Alexander Larionov | 2024/1/31 |
Hearables: In-Ear Multimodal Data Fusion for Robust Heart Rate Estimation | Marek Zylinski Amir Nassibi Edoardo Occhipinti Adil Malik Matteo Bermond | 2024/2/22 | |
Hearables: feasibility of recording cardiac rhythms from single in-ear locations | Royal Society Open Science | Metin Cihan Yarici Wilhelm Von Rosenberg Ghena Hammour Harry Davies Pierluigi Vito Amadori | 2024/1/3 |
Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complex-valued CNNs | arXiv preprint arXiv:2401.16729 | Qingchen Wang Zhe Li Zdenka Babic Wei Deng Ljubiša Stanković | 2024/1/30 |
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications | arXiv preprint arXiv:2403.12285 | Thanos Konstantinidis Giorgos Iacovides Mingxue Xu Tony G Constantinides Danilo Mandic | 2024/3/18 |
Artificial intelligence enabled electrocardiogram for mortality and cardiovascular risk estimation: An actionable, explainable and biologically plausible platform | European Heart Journal-Digital Health | Arunashis Sau Safi Ibrahim Amar Ahmed Balvinder Handa Daniel B Kramer | 2022/9/28 |
Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge | arXiv preprint arXiv:2401.17380 | Mike Thornton Jonas Auernheimer Constantin Jehn Danilo Mandic Tobias Reichenbach | 2024/1/30 |
From Scalp to Ear-EEG: A Generalisable Transfer Learning Model for Automatic Sleep Scoring in Older People | IEEE Journal of Translational Engineering in Health and Medicine | Ghena Hammour Harry Davies Giuseppe Atzori Ciro della Monica Kiran KG Ravindran | 2024/4/17 |
Decoding envelope and frequency-following EEG responses to continuous speech using deep neural networks | IEEE Open Journal of Signal Processing | Mike Thornton Danilo P Mandic Tobias Reichenbach | 2024/3/18 |
Exploring Convolutional Neural Network Architectures for EEG Feature Extraction | Sensors | Ildar Rakhmatulin Minh-Son Dao Amir Nassibi Danilo Mandic | 2024/1/29 |
Tensor Star Decomposition | arXiv preprint arXiv:2403.10481 | Wuyang Zhou Yu-Bang Zheng Qibin Zhao Danilo Mandic | 2024/3/15 |
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 | 2024/4/14 | |
The Deep-Match Framework: R-Peak Detection in Ear-ECG | IEEE Transactions on Biomedical Engineering | Harry J Davies Ghena Hammour Marek Zylinski Amir Nassibi Ljubiša Stanković | 2024/1/29 |
Comprehensive graph gradual pruning for sparse training in graph neural networks | IEEE Transactions on Neural Networks and Learning Systems | Chuang Liu Xueqi Ma Yibing Zhan Liang Ding Dapeng Tao | 2023/6/27 |
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 | 2023/6/4 | |
Generalization Error of a Regression Model for Non-Invasive Blood Pressure Monitoring using a Single Photoplethysmography (PPG) Signal | Marek Żyliński Edoardo Occhipinti Danilo Mandic | 2023/7/24 | |
A class of doubly stochastic shift operators for random graph signals and their boundedness | Neural Networks | Bruno Scalzo Ljubiša Stanković Miloš Daković Anthony G Constantinides Danilo P Mandic | 2023/1/1 |
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