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D

Danilo P. Mandic

imperial college london

77H-index
933Paper Count
2.5WCitation Count
Published Papers 201
Publication Date
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Understanding the Rank of Tensor Networks via an Intuitive Example-Driven Approach [Lecture Notes]
errIEEE Signal Processing Magazine
IF9.6
err2026-10-06
err0
PREAI
errWuyang Zhou; Giorgos Iacovides; Kriton Konstantinidis; Ilya Kisil; Danilo P. Mandic
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errSave
Demystifying Data Augmentation for Multivariate and Nonstationary Time Series: A Fourier transform approach [Lecture Notes]
errIEEE Signal Processing Magazine
IF9.6
err2026-10-05
err0
PREAI
errNina Moutonnet; Qiyu Rao; Anthony G. Constantinides; Danilo P. Mandic
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Machine Intelligence on the Edge: Interpretable Cardiac Pattern Localization Using Reinforcement Learning
errMachine Intelligence Research
IF8.7
err2026-09-17
err0
errOAAI
errHaozhe Tian; Qiyu Rao; Nina Moutonnet; Pietro Ferraro; Danilo P. Mandic
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errSave
Demystifying CNNs: The Role of Domain Knowledge in Enhancing Interpretability and Efficiency [Lecture Notes]
errIEEE Signal Processing Magazine
IF9.6
err2026-08-13
err0
PREAI
errHuijun Xing; Shengxi Li; Xinyi Zhao; Harry J. Davies; Ljubiša Stanković; Danilo P. Mandic
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errSave
Surviving Resource-constraint Compression: Capability Retention under Tensor-train Decomposition for Sub-billion Parameter Language Models
errMachine Intelligence Research
IF8.7
err2026-07-31
err0
errOAAI
errMingxue Xu; Yao Lei Xu; Danilo P. Mandic
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Quaternion-based CNN for heart rate prediction from PPG
errNeural Networks
IF6.3
err2026-04-22
err0
PREAI
errJunghwan Lee; Youngshin Kang; Yusang Nam; Hyuntae Lee; Danilo Mandic; Cheolsoo Park
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Fair and Skill-Diverse Student Group Formation: A graph-theoretic approach [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]
errIEEE Signal Processing Magazine
IF9.6
err2026-02-18
err0
PREAI
errAlexander Jenkins; Emma Rainbow; Imad Jaimoukha; Fu Siong Ng; Ljubiša Stanković; Miloš Daković; Danimir Mandic; Danilo Mandic
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Artificial Intelligence for Education: A Signal Processing Perspective: Part II: From Human–AI Cocreativity to Educational Equity [From the Guest Editors]
errIEEE Signal Processing Magazine
IF9.6
err2026-02-18
err0
PREAI
errDanilo Mandic; Mónica Bugallo; Chrisina Jayne; Irwin King
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errSave
QLMS-QHM: Accelerated Quaternion LMS Algorithm With Quasi-Hyperbolic Momentum
errIEEE Transactions on Signal Processing
IF5.8
err2026-01-26
err0
PREAI
errQiankun Diao; Dongpo Xu; Shuning Sun; Danilo P. Mandic
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errSave
Artificial Intelligience for Education: A Signal Processing Perspective: Part I: From Active Learning to Mitigating Gender Bias [From The Guest Editors]
errIEEE Signal Processing Magazine
IF9.6
err2026-01-26
err0
PREAI
errDanilo Mandic; Mónica Bugallo; Christina Jayne; Irwin King
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errSave
Financial stress evaluation: a complexity science approach
errFinancial Innovation
IF7.2
err2026-01-20
err0
errOAAI
errHongjian Xiao; Yao Lei Xu; Ana Cukic; Anthony G. Constantinides; Danilo P. Mandic
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errSave
A novel backpropagation algorithm based on negated kurtosis loss for training shallow, convolutional, and deep neural networks
errNeural Networks
IF6.3
err2026-01-08
err0
PREAI
errEngin Cemal Mengüç; Alper Emlek; Danilo P. Mandic
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errSave
Demystifying Encoder–Decoder Neural Networks: Correncoder for Regression via Latent Spaces [Lecture Notes]
errIEEE Signal Processing Magazine
IF9.6
err2025-12-19
err0
PREAI
errHarry J. Davies; Giorgos Iacovides; Wuyang Zhou; Anthony G. Constantinides; Danilo P. Mandic
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errSave
Study protocol for a prospective diagnostic accuracy study to assess the feasibility and diagnostic accuracy of serial ankle handheld Doppler waveform assessment (Ankle HHD) for surveillance after lower-limb revascularisation: WAVE study
errBMJ OPEN
IF2.3
err2025-09-30
err0
errOAAI
errAlodayni, Hamidah Mabruk; Smith, Sasha; Poushpas, Sepideh; Swagell, Kelly; Mandic, Danilo; Johnson, Nicholas Andrew; Jaffer, Usman; Davies, Alun; Normahani, Pasha
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errSave
A class of widely linear quaternion blind equalisation algorithms
errSIGNAL PROCESSING
IF3.6
err2025-05-01
err0
PREAI
errZhang, Min; Xiang, Min; Zheng, Zhi; Talebi, Sayed Pouria; Mandic, Danilo P.
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errSave
Tensor ring rank determination using odd-dimensional unfolding
errNEURAL NETWORKS
IF6.3
err2025-03-01
err0
PREAI
errQiu, Yichun; Zhou, Guoxu; Li, Chao; Mandic, Danilo; Zhao, Qibin
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errSave
Online censoring-based learning algorithms for fully complex-valued neural networks
errNEUROCOMPUTING
IF6.5
err2025-03-01
err0
PREAI
errMenguc, Engin Cemal; Mandic, Danilo P.
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errSave
Optimizing beamforming in quaternion signal processing using projected gradient descent algorithm
errSIGNAL PROCESSING
IF3.6
err2025-02-01
err1
PREAI
errDiao, Qiankun; Xu, Dongpo; Sun, Shuning; Mandic, Danilo P.
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errSave
Online Graph Topology Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac Fibrillation
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2025-01-01
err0
PREAI
errAlexander Jenkins; Thiernithi Variddhisai; Ahmed El-Medany; Fu Siong Ng; Danilo Mandic
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errSave
Finding core labels for maximizing generalization of graph neural networks
errNEURAL NETWORKS
IF6.3
err2024-12-01
err1
PREAI
errFu, Sichao; Ma, Xueqi; Zhan, Yibing; You, Fanyu; Peng, Qinmu; Liu, Tongliang; Bailey, James; Mandic, Danilo
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Lajos Hanzo
H-index: 128 · Papers: 2.9K
D
Derk‐Jan Dijk
H-index: 117 · Papers: 604
A
Andrzej Cichocki
H-index: 106 · Papers: 1.3K
M
Michael I. Polkey
H-index: 97 · Papers: 826
M
Martin J. Shipley
H-index: 95 · Papers: 534
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