Haiping Lu

Cited by

	All	Since 2019
Citations	4790	2288
h-index	30	24
i10-index	61	42

440

220

110

330

20042005200620072008200920102011201220132014201520162017201820192020202120222023202423 30 18 51 71 93 111 151 163 258 268 271 295 300 343 349 319 372 397 411 434

Public access

View all

40 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Konstantinos N PlataniotisProfessor, ECE Department, University of TorontoVerified email at ece.utoronto.ca
Andy J SwiftAcademic Unit of Radiology, University of SheffieldVerified email at sheffield.ac.uk
Shuo ZhouAcademic Fellow in Machine Learning, University of SheffieldVerified email at sheffield.ac.uk
Samer Alabed, MD, FRCR, PhDUniversity of SheffieldVerified email at sheffield.ac.uk
Jim WildUniversity of SheffieldVerified email at sheffield.ac.uk
David G KielyConsultant Respiratory Physician and Director Sheffield Pulmonary Vascular Disease UnitVerified email at sth.nhs.uk
Alex KotNanyang Technological UniversityVerified email at ntu.edu.sg
How-Lung EngInstitute for Infocomm ResearchVerified email at i2r.a-star.edu.sg
Pankaj GargAssociate Professor in Cardiovascular Medicine and CMRVerified email at uea.ac.uk
Yun-Qing ShiProfessor of Electrical and Computer Engineering, New Jersey Institute of Technology Verified email at njit.edu
Li ZhangAssociate Lecturer, University College LondonVerified email at ucl.ac.uk
Peizhen BaiUniversity of SheffieldVerified email at sheffield.ac.uk
SHI QIQUAN 史启权Huawei, AI ResearcherVerified email at huawei.com
Yiu-ming Cheung, PhD, Chair Profess...Department of Computer Science, Hong Kong Baptist UniversityVerified email at comp.hkbu.edu.hk
Allan LawrieProfessor of Pulmonary Vascular DiseaseVerified email at imperial.ac.uk
Yan Ge (葛岩)University of BristolVerified email at bristol.ac.uk
Michael J SharkeyPhD Student, University of SheffieldVerified email at sheffield.ac.uk
Cuntai GuanPresident's Chair Professor, CCDS, Nanyang Technological UniversityVerified email at ntu.edu.sg
Rob J. van der GeestAssociate Professor, Leiden University Medical CenterVerified email at lumc.nl
Christopher S JohnsSheffield Teaching HospitalsVerified email at sheffield.ac.uk

Haiping Lu

Professor of Machine Learning, University of Sheffield

Verified email at sheffield.ac.uk - Homepage

Machine Learning Multimodal AI AI4Health AI4Science Open-source Software


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
MPCA: Multilinear principal component analysis of tensor objects H Lu, KN Plataniotis, AN Venetsanopoulos Neural Networks, IEEE Transactions on 19 (1), 18-39, 2008	1065	2008
A survey of multilinear subspace learning for tensor data H Lu, KN Plataniotis, AN Venetsanopoulos Pattern Recognition, 2011	457	2011
Regularized common spatial pattern with aggregation for EEG classification in small-sample setting H Lu, HL Eng, C Guan, KN Plataniotis, AN Venetsanopoulos Biomedical Engineering, IEEE Transactions on 57 (12), 2936-2946, 2010	339	2010
Distance-reciprocal distortion measure for binary document images H Lu, AC Kot, YQ Shi Signal Processing Letters, IEEE 11 (2), 228-231, 2004	303	2004
Uncorrelated multilinear discriminant analysis with regularization and aggregation for tensor object recognition H Lu, KN Plataniotis, AN Venetsanopoulos Neural Networks, IEEE Transactions on 20 (1), 103-123, 2009	171	2009
Regularized common spatial patterns with generic learning for EEG signal classification H Lu, KN Plataniotis, AN Venetsanopoulos Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual …, 2009	149	2009
Uncorrelated multilinear principal component analysis for unsupervised multilinear subspace learning H Lu, KN Plataniotis, AN Venetsanopoulos Neural Networks, IEEE Transactions on 20 (11), 1820-1836, 2009	133	2009
Multilinear subspace learning: dimensionality reduction of multidimensional data H Lu, KN Plataniotis, A Venetsanopoulos CRC press, 2013	128	2013
Motor Imagery Classification based on Bilinear Sub-Manifold Learning of Symmetric Positive-Definite Matrices X Xie, ZL Yu, H Lu, Z Gu, Y Li IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2016	113	2016
Multilinear principal component analysis of tensor objects for recognition H Lu, KN Plataniotis, AN Venetsanopoulos Pattern Recognition, 2006. ICPR 2006. 18th International Conference on 2 …, 2006	106	2006
Watermark embedding in DC components of DCT for binary images H Lu, X Shi, YQ Shi, AC Kot, L Chen Multimedia Signal Processing, 2002 IEEE Workshop on, 300-303, 2002	89	2002
Interpretable bilinear attention network with domain adaptation improves drug–target prediction P Bai, F Miljković, B John, H Lu Nature Machine Intelligence 5 (2), 126-136, 2023	88	2023
A full-body layered deformable model for automatic model-based gait recognition H Lu, KN Plataniotis, AN Venetsanopoulos EURASIP Journal on Advances in Signal Processing 2008, 62, 2008	86	2008
A machine learning cardiac magnetic resonance approach to extract disease features and automate pulmonary arterial hypertension diagnosis AJ Swift, H Lu, J Uthoff, P Garg, M Cogliano, J Taylor, P Metherall, S Zhou, ... European Heart Journal-Cardiovascular Imaging 22 (2), 236-245, 2021	83	2021
Face recognition with biometric encryption for privacy-enhancing self-exclusion H Lu, K Martin, F Bui, KN Plataniotis, D Hatzinakos 2009 16th International Conference on Digital Signal Processing, 1-8, 2009	83	2009
Gaussian kernel optimization for pattern classification J Wang, H Lu, KN Plataniotis, J Lu Pattern Recognition 42 (7), 1237-1247, 2009	73	2009
Secure data hiding in binary document images for authentication H Lu, AC Kot, J Cheng Circuits and Systems, 2003. ISCAS'03. Proceedings of the 2003 International …, 2003	73	2003
Feature extraction for incomplete data via low-rank tensor decomposition with feature regularization Q Shi, YM Cheung, Q Zhao, H Lu IEEE transactions on neural networks and learning systems 30 (6), 1803-1817, 2018	68	2018
Quantifying limb movements in epileptic seizures through color-based video analysis H Lu, Y Pan, B Mandal, HL Eng, C Guan, DWS Chan IEEE Transactions on Biomedical Engineering 60 (2), 461-469, 2012	58	2012
Rank-one matrix completion with automatic rank estimation via L1-norm regularization Q Shi, H Lu, YM Cheung IEEE transactions on neural networks and learning systems 29 (10), 4744-4757, 2017	50	2017

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors