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Books

• Lu H, Plataniotis KN & Venetsanopoulos A () . Chapman and Hall/CRC.

Journal articles

• Allen L, Lu H & Cordiner J (2024) . Computers in Industry, 161, 104111-104111.
• Kariotis S, Tan PF, Lu H, Rhodes CJ, Wilkins MR, Lawrie A & Wang D (2024) . GigaScience, 13.
• Tripathi PC, Tabakhi S, Suvon MNI, Schobs LA, Alabed S, Swift AJ, Zhou S & Lu H (2024) Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment.. CoRR, abs/2404.04718.
• Alabed S, Garg P, Alandejani F, Dwivedi K, Maiter A, Karunasaagarar K, Rajaram S, Hill C, Thomas S, Gossling R , Sharkey MJ et al (2023) . European Respiratory Journal, 62(2).
• Ge Y, Ma J, Zhang L, Li X & Lu H (2023) . Knowledge-Based Systems, 110865-110865.
• Xu H, Sang S, Bai P, Li R, Yang L & Lu H (2023) . Pattern Recognition, 133.
• Schobs L, Swift AJ & Lu H (2022) . IEEE Transactions on Medical Imaging, 1-1.
• Kunda M, Zhou S, Gong G & Lu H (2022) . IEEE Transactions on Medical Imaging.
• Alabed S, Alandejani F, Dwivedi K, Karunasaagarar K, Sharkey M, Garg P, de Koning PJH, Tóth A, Shahin Y, Johns C , Mamalakis M et al (2022) . Radiology, 304(3), E56-E56.
• Alabed S, Maiter A, Salehi M, Mahmood A, Daniel S, Jenkins S, Goodlad M, Sharkey M, Mamalakis M, Rakocevic V , Dwivedi K et al (2022) . Frontiers in Cardiovascular Medicine, 9.
• Alabed S, Alandejani F, Dwivedi K, Karunasaagarar K, Sharkey M, Garg P, de Koning PJH, Tóth A, Shahin Y, Johns C , Mamalakis M et al (2022) . Radiology, 212929.
• Alabed S, Uthoff J, Zhou S, Garg P, Dwivedi K, Alandejani F, Gosling R, Schobs L, Brook M, Capener D , Johns C et al (2022) . European Heart Journal - Digital Health.
• Alandejani F, Alabed S, Garg P, Goh ZM, Karunasaagarar K, Sharkey M, Salehi M, Aldabbagh Z, Dwivedi K, Mamalakis M , Metherall P et al (2022) . Journal of Cardiovascular Magnetic Resonance, 24(1).
• Zhang L, Song H, Aletras N & Lu H (2022) . Pattern Recognition.
• Song L, Zhou S & Lu H (2022) . Signal Processing.
• Dwivedi K, Condliffe R, Sharkey M, Lewis R, Alabed S, Rajaram S, Hill C, Saunders L, Metherall P, Alandejani F , Alkhanfar D et al (2022) . ERJ Open Research, 8(1).
• Alabed S, Karunasaagarar K, Alandejani F, Garg P, Uthoff J, Metherall P, Sharkey M, Lu H, Wild JM, Kiely DG , Van Der Geest RJ et al (2021) . European Heart Journal - Cardiovascular Imaging, 22(Supplement_2).
• Alabed S, Karunasaagarar K, Alandejani F, Garg P, Uthoff J, Metherall P, Sharkey M, Lu H, Wild JM, Kiely DG , Van Der Geest RJ et al (2021) . European Heart Journal - Cardiovascular Imaging, 22(Supplement_2).
• Dwivedi K, Sharkey M, Condliffe R, Uthoff JM, Alabed S, Metherall P, Lu H, Wild JM, Hoffman EA, Swift AJ & Kiely DG (2021) . Diagnostics, 11(4).
• Schirmer MD, Venkataraman A, Rekik I, Kim M, Mostofsky SH, Nebel MB, Rosch K, Seymour K, Crocetti D, Irzan H , Hütel M et al (2021) . Medical Image Analysis.
• Swift AJ, Lu H, Uthoff J, Garg P, Cogliano M, Taylor J, Metherall P, Zhou S, Johns CS, Alabed S , Condliffe RA et al (2020) . European Heart Journal - Cardiovascular Imaging.
• Zhou Y, Lu H & Cheung Y-M (2019) . IEEE Transactions on Cybernetics.
• Bai P, Ge Y, Liu F & Lu H (2019) . Pattern Recognition, 88, 729-738.
• Zhou S, Li W, Cox CR & Lu H (2019) Domain Independent SVM for Transfer Learning in Brain Decoding.
• Shi Q, Cheung YM, Zhao Q & Lu H (2018) . IEEE Transactions on Neural Networks and Learning Systems, 30(6), 1803-1817.
• Shi Q, Lu H & Cheung YM (2018) . IEEE Transactions on Neural Networks and Learning Systems, 29(10), 4744-4757.
• Xie X, Yu ZL, Lu H, Gu Z & Li Y (2017) . IEEE Transactions on Neural Systems and Rehabilitation Engineering, 25(6), 504-516.
• Lu H, Pan Y, Mandal B, Eng H-L, Guan C & Chan DWS (2013) . IEEE Transactions on Biomedical Engineering, 60(2), 461-469.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2011) . Pattern Recognition, 44(7), 1540-1551.
• Haiping Lu , How-Lung Eng , Cuntai Guan , Plataniotis KN & Venetsanopoulos AN (2010) . IEEE Transactions on Biomedical Engineering, 57(12), 2936-2946.
• Bui FM, Martin K, Haiping Lu , Plataniotis KN & Hatzinakos D (2010) . IEEE Transactions on Information Forensics and Security, 5(1), 118-132.
• Martin K, Haiping Lu , Bui FM, Plataniotis KN & Hatzinakos D (2009) . IEEE Systems Journal, 3(4), 440-450.
• Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2009) . IEEE Transactions on Neural Networks, 20(11), 1820-1836.
• Wang J, Lu H, Plataniotis KN & Lu J (2009) . Pattern Recognition, 42(7), 1237-1247.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2009) . EURASIP Journal on Image and Video Processing, 2009, 1-11.
• Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2009) . IEEE Transactions on Neural Networks, 20(1), 103-123.
• Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2008) . IEEE Transactions on Neural Networks, 19(1), 18-39.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2007) . EURASIP Journal on Advances in Signal Processing, 2008(1).
• LU H, SHI YQ, KOT AC & CHEN L (2005) . International Journal of Image and Graphics, 05(01), 67-87.
• Lu H, Kot AC & Shi YQ (2004) . IEEE Signal Processing Letters, 11(2), 228-231.
• Lu H, Tripathi P, Suvon M, Schobs L, Zhou S, Alabed S & Swift A () Tensor-based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
• Lu H () . IEEE Transactions on Circuits and Systems for Video Technology.
• Carusi A, Winter PD, Armstrong I, Ciravegna F, Kiely DG, Lawrie A, Lu H, Sabroe I & Swift A () . Nature Machine Intelligence.
• Lu H, Bai P, Miljković F & John B () Interpretable bilinear attention network with domain adaptation improves drug-target prediction. Nature Machine Intelligence.
• Tabakhi S, Suvon MNI, Ahadian P & Lu H () . World Scientific Annual Review of Artificial Intelligence.
• Kunda M, Zhou S, Gong G & Lu H () .
• Ge Y, Lu H & Peng P () Mixed-Order Spectral Clustering for Complex Networks. Pattern Recognition.
• Xu H, Sang S, Yao H, Herghelegiu AI, Lu H & Yang L () .

Chapters

• Schobs L, McDonald TM & Lu H (2023) , Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (pp. 22-31). Springer Nature Switzerland
• Zhou S, Cox CR & Lu H (2019) , Machine Learning in Medical Imaging (pp. 265-273). Springer International Publishing
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 100-117).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 136-169).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 194-217).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 170-193).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 48-77).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 30-47).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 78-99).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 218-233).
• Lu H, Plataniotis KN & Venetsanopoulos A (2013) , Multilinear Subspace Learning (pp. 118-135).
• Lu H, Wang J & Plataniotis KN (2009) A review on face and gait recognition: System, data, and algorithms, Advanced Signal Processing: Theory and Implementation for Sonar, Radar, and Non-Invasive Medical Diagnostic Systems, Second Edition (pp. 303-330).
• Lu H, Plataniotis KN & Venetsanopoulos AN () , Biometrics (pp. 21-45). John Wiley & Sons, Inc.

Conference proceedings papers

• Thomas A, Gaizauskas R & Lu H (2024) Leveraging LLMs for Post-OCR Correction of Historical Newspapers. 3rd Workshop on Language Technologies for Historical and Ancient Languages, LT4HALA 2024 at LREC-COLING 2024 - Workshop Proceedings (pp 116-121)
• Alabed S, Garg P, Alandejani F, Dwivedi K, Maiter A, Karunasaagarar K, Rajaram S, Hill C, Thomas S, Gossling R , Sharkey M et al (2023) . Abstracts
• Suvon MNI, Tripathi PC, Alabed S, Swift AJ & Lu H (2022) . 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 6 December 2022 - 8 December 2022.
• Lu H, Liu X, Zhou S, Turner R, Bai P, Koot RE, Chasmai M, Schobs L & Xu H (2022) . CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management (pp 4274-4278). Atlanta GA USA, 17 October 2022 - 21 October 2022.
• Alandejani F, Alabed S, Garg P, Goh ZM, Karunasaagarar K, Sharkey M, Salehi M, Aldabbagh Z, Dwivedi K, Metherall P , Uthoff J et al (2022) . A105. YOU CAN PREDICT ALL YOU WANT, BUT EVERYONE KNOWS...
• Herghelegiu A-I & Lu H (2021) . 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 9 December 2021 - 12 December 2021.
• Alabed S, Karunasaagarar K, Alandejani F, Salehi M, Aldabbagh Z, Garg P, Uthoff J, Lu H, Wild J, Kiely D , Van Der Geest R et al (2021) . Imaging
• Schobs L, Zhou S, Cogliano M, Swift A & Lu H (2021) . Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI 2021) (pp 985-988). Virtual conference, 13 April 2021 - 16 April 2021.
• Uthoff J, Alabed S, Garg P, Lawrie A, Wild JM, Kiely DG, Lu H & Swift AJ (2020) . Pulmonary hypertension
• Shi Q, Lu H & Cheung Y-M (2017) . Proceedings of the 2017 ACM on Conference on Information and Knowledge Management
• Song X & Lu H (2017) Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis. Proceedings of the 31st AAAI Conference on Artificial Intelligence (pp 2562-2568)
• Zhou Y, Lu H & Cheung YM (2017) Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations. Proceedings of the 31st AAAI Conference on Artificial Intelligence (pp 2949-2955)
• Song L & Lu H (2016) EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator. Proceedings of The 8th Asian Conference on Machine Learning (pp 445-460)
• Song L & Lu H (2016) Proper Inner Product with Mean Displacement for Gaussian Noise Invariant ICA. Proceedings of The 8th Asian Conference on Machine Learning (pp 398-413)
• Lu H, Wu J & Zhang Y (2016) . 2016 International Joint Conference on Neural Networks (IJCNN). Vancouver, BC, Canada, 24 July 2016 - 29 July 2016.
• Zhou Y & Lu H (2016) Probabilistic rank-one matrix analysis with concurrent regularization. IJCAI International Joint Conference on Artificial Intelligence, Vol. 2016-January (pp 2428-2434)
• Song X, Meng L, Shi Q & Lu H (2015) (pp 613-620)
• Shi Q & Lu H (2015) Semi-orthogonal multilinear PCA with relaxed start. IJCAI International Joint Conference on Artificial Intelligence, Vol. 2015-January (pp 3805-3811)
• Lu H (2013) Learning canonical correlations of paired tensor sets via tensor-to-vector projection. IJCAI International Joint Conference on Artificial Intelligence (pp 1516-1522)
• Lu H (2013) (pp 288-303)
• Mandal B, How-Lung Eng , Haiping Lu , Chan DWS & Yen-Ling Ng (2012) . 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 28 August 2012 - 1 September 2012.
• Haiping Lu , How-Lung Eng , Mandal B, Chan DWS & Yen-Ling Ng (2011) . 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 30 August 2011 - 3 September 2011.
• Lu H, Eng H-L, Thida M & Plataniotis KN (2010) . Proceedings of the 19th ACM international conference on Information and knowledge management - CIKM '10, 26 October 2010 - 30 October 2010.
• Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2009) . 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 3 September 2009 - 6 September 2009.
• Lu H, Martin K, Bui F, Plataniotis KN & Hatzinakos D (2009) . 2009 16th International Conference on Digital Signal Processing, 5 July 2009 - 7 July 2009.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2008) . Proceedings of the 25th international conference on Machine learning - ICML '08, 5 July 2008 - 9 July 2008.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2007) . 2007 Biometrics Symposium, 11 September 2007 - 13 September 2007.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2007) . 2007 Biometrics Symposium, 11 September 2007 - 13 September 2007.
• Lu Huo , Waltermann M, Scholz K, Raake A, Heute U & Moller S (2007) . 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 21 October 2007 - 24 October 2007.
• Hong Lu , Sung-Hoon Cho , Lee J-B, Cauller L, Romero-Ortega M & Hughes G (2006) . 2006 5th IEEE Conference on Sensors, 22 October 2006 - 25 October 2006.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2006) . 2006 IEEE International Conference on Multimedia and Expo, 9 July 2006 - 9 July 2006.
• Lu H, Plataniotis KN & Venetsanopoulos AN (2006) . 2006 Biometrics Symposium: Special Session on Research at the Biometric Consortium Conference, 19 September 2006 - 21 August 2006.
• Haiping Lu , Plataniotis KN & Venetsanopoulos AN (2006) . 18th International Conference on Pattern Recognition (ICPR'06)
• Lu H, Kot AC & Cheng J (2003) Secure data hiding in binary document images for authentication. Proceedings - IEEE International Symposium on Circuits and Systems, Vol. 3
• Lu HP, Kot AC, Susanto R, IEEE , IEEE & IEEE (2003) Binary image watermarking through biased binarization. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL III, PROCEEDINGS (pp 101-104)
• Lu H, Kot AC & Cheng J (2003) . Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03., Vol. 3 (pp iii-iii)
• Lu H, Jiang X & Yau WY (2002) Effective and Efficient Fingerprint Image Postprocessing. Proceedings of the 7th International Conference on Control, Automation, Robotics and Vision, ICARCV 2002 (pp 985-989)
• Lu H, Wang J, Kot AC & Shi YQ (2002) An objective distortion measure for binary document images based on human visual perception. Proceedings - International Conference on Pattern Recognition, Vol. 16(4) (pp 239-242)
• Tabakhi S & Lu H () Multi-agent Feature Selection for Integrative Multi-omics Analysis. Multi-agent Feature Selection for Integrative Multi-omics Analysis. Glasgow, Scotland, 11 July 2022 - 15 July 2022.
• Haiping Lu , Plataniotis KN & Venetsanopoulos AN () . 7th International Conference on Automatic Face and Gesture Recognition (FGR06)
• Haiping Lu , Xuxia Shi , Shi YQ, Kot AC & Lihui Chen () . 2002 IEEE Workshop on Multimedia Signal Processing.
• Uthoff J, Alabed S, Swift A & Lu H () Geodesically Smoothed Tensor Features for Pulmonary Hypertension Prognosis using the Heart and Surrounding Tissues. Proceedings of the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention
• Lu H & Zhang L () A Feature-Importance-Aware and Robust Aggregator for GCN. Journal of the Association for Computing Machinery (ACM)
• Zhou S, Li W, Cox C & Lu H () Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments. Proceedings of the 34th AAAI Conference on Artificial Intelligence
• Lu H () Hierarchical Clustering Split for Low-Bias Evaluation of Drug-Target Interaction Prediction. Hierarchical Clustering Split for Low-Bias Evaluation of Drug-Target Interaction Prediction
• Lu H () A GNN-based Multi-task Learning Framework for Personalized Video Search. A GNN-based Multi-task Learning Framework for Personalized Video Search, 21 February 2022 - 25 February 2022.

Preprints

• Tabakhi S, Vandermeulen C, Sudbery I & Lu H (2024) Heterogeneous graph attention network improves cancer multiomics integration, arXiv.
• Zhou S, Luo J, Jiang Y, Wang H, Lu H & Gong G (2024) Group-specific discriminant analysis reveals statistically validated sex differences in lateralization of brain functional network.
• Tripathi PC, Tabakhi S, Suvon MNI, Schöb L, Alabed S, Swift AJ, Zhou S & Lu H (2024) Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment, arXiv.
• Suvon MNI, Tripathi PC, Fan W, Zhou S, Liu X, Alabed S, Osmani V, Swift AJ, Chen C & Lu H (2024) , arXiv.
• Fan W, Suvon MNI, Zhou S, Liu X, Alabed S, Osmani V, Swift A, Chen C & Lu H (2024) , arXiv.
• Tripathi PC, Suvon MNI, Schobs L, Zhou S, Alabed S, Swift AJ & Lu H (2023) , arXiv.
• Kariotis S, Fang TP, Lu H, Rhodes C, Wilkins M, Lawrie A & Wang D (2022) , Cold Spring Harbor Laboratory.
• Tabakhi S, Suvon MNI, Ahadian P & Lu H (2022) , arXiv.
• Schobs L, Swift AJ & Lu H (2022) Uncertainty Estimation for Heatmap-based Landmark Localization.
• Lu H, Liu X, Turner R, Bai P, Koot RE, Zhou S, Chasmai M & Schobs L (2021) , arXiv.
• Schirmer MD, Venkataraman A, Rekik I, Kim M, Mostofsky SH, Nebel MB, Rosch K, Seymour K, Crocetti D, Irzan H , Hütel M et al (2020) Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge, arXiv.
• Zhou S, Cox CR & Lu H () .