Mathematical and Algorithmic Advances in Machine Learning for Statistical Process Control: A Systematic Review.

Tingting Han Tingting Han 0001 韩婷婷 Birkbeck University of London, Department of Computer Science and Information Systems, Birkbeck, UK University of Oxford, Department of Computer Science, Oxford, UK RWTH Aachen University, Computer Science Department, Aachen, Germany University of Twente, Faculty of Electrical Engineering, Mathematics and Computer Science, Twente, Netherlands Nanjing University, State Key Laboratory of Novel Software Technology, Nanjing, China http://www.dcs.bbk.ac.uk/~tingting/ https://www.bbk.ac.uk/our-staff/profile/8185867/tingting-han#overview http://www.cs.ox.ac.uk/people/tingting.han/ http://www-i2.informatik.rwth-aachen.de/i2/han/ https://www.linkedin.com/in/tingting-han-29ab7915 https://orcid.org/0000-0001-5648-9624 https://www.researchgate.net/profile/Tingting-Han-7 Tingting Han 0002 Tianjin Normal University, College of Electronic and Communication Engineering, China Nankai University, Tianjin, China https://orcid.org/0000-0002-8326-3839 Tingting Han 0003 Harbin Institute of Technology, School of Computer Science and Technology, Harbin, China https://orcid.org/0000-0002-2131-9200 https://www.scopus.com/authid/detail.uri?authorId=57220853599 https://www.wikidata.org/entity/Q131165638 Tingting Han 0004 Southeast University, Institute of RF- & OE-ICs, Nanjing, China Nanjing Electronic Equipment Institute, Nanjing, China https://ieeexplore.ieee.org/author/37088538928

Yulong Qiao Tingting Han Zixing Wu Ge Jin 0002 Qian Zhang 0013 Qin Xu Mathematical and Algorithmic Advances in Machine Learning for Statistical Process Control: A Systematic Review. 2026 28 Entropy 2 https://doi.org/10.3390/e28020151 db/journals/entropy/entropy28.html#QiaoHWJZX26 streams/journals/entropy

Tingting Han Pengpeng Sheng Jun Wu 0024 Lei Qu SDED-Reg: A structural discriminability-enhanced decoupled model for unsupervised multi-modal mouse brain optical microscopy image registration. 2026 131409 311 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.131409 db/journals/eswa/eswa311.html#HanSWQ26 streams/journals/eswa

Pengpeng Sheng Tingting Han Gangming Zhao Jun Wu 0024 Lei Qu NeuroGT: Biophysically grounded graph transformers for self-supervised representation learning of neuronal morphology. 2026 104065 111 Medical Image Anal. https://doi.org/10.1016/j.media.2026.104065 db/journals/mia/mia111.html#ShengHZWQ26 streams/journals/mia

Jun Wu 0024 Yong Zhang Zaiyang Tao Meng Li 0092 Tingting Han Yuanyuan Li Lingfei Zhu Yiwei Niu Lei Qu DC-Reg: A triple-task collaborative framework for few-shot biomedical image registration. 109924 2025 232 Signal Process. https://doi.org/10.1016/j.sigpro.2025.109924 db/journals/sigpro/sigpro232.html#WuZTLHLZNQ25 streams/journals/sigpro

Pengpeng Sheng Gangming Zhao Tingting Han Lei Qu Self-Supervised Neuron Morphology Representation With Graph Transformer. 5332-5344 2025 December 44 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2025.3590484 db/journals/tmi/tmi44.html#ShengZHQ25 streams/journals/tmi

Tingting Han Jun Wu 0024 Pengpeng Sheng Yuanyuan Li Zaiyang Tao Lei Qu Deep coupled registration and segmentation of multimodal whole-brain images. 2024 40 Bioinform. 11 https://doi.org/10.1093/bioinformatics/btae606 db/journals/bioinformatics/bioinformatics40.html#Han0SLTQ24

Danyang Peng Jun Wu 0024 Tingting Han Yuanyuan Li Yi Wen Guangyu Yang Lei Qu Disentanglement-inspired single-source domain-generalization network for cross-scene hyperspectral image classification. 112413 2024 303 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2024.112413 db/journals/kbs/kbs303.html#PengWHLWYQ24 streams/journals/kbs

Danyang Peng Haoran Feng Jun Wu 0024 Yi Wen Tingting Han Yuanyuan Li Guangyu Yang Lei Qu Robust Hyperspectral Image Classification Using a Multiscale Transformer With Long- and Short-Distance Spatial-Spectral Cross Attention. 1-14 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/tgrs.2024.3474736 db/journals/tgrs/tgrs62.html#PengFWWHLYQ24 streams/journals/tgrs

Tingting Han Hajo Broersma Yandong Bai Shenggui Zhang Sufficient conditions for properly colored C3's and C4's in edge-colored complete graphs. 101-109 2023 327 Discret. Appl. Math. https://doi.org/10.1016/j.dam.2022.12.020 db/journals/dam/dam327.html#HanBBZ23

Tingting Han Shenggui Zhang Yandong Bai Properly colored cycles of different lengths in edge-colored complete graphs. 113653 2023 December 346 Discret. Math. 12 https://doi.org/10.1016/j.disc.2023.113653 db/journals/dm/dm346.html#HanZB23

Guangyong Gao Tingting Han Bin Wu 0021 Jiaxin Fu Zhihua Xia A hue preservation lossless contrast enhancement method with RDH for color images. 103965 2023 May 136 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2023.103965 db/journals/dsp/dsp136.html#GaoHWFX23

Hongmei Zhong Tingting Han Wei Xia Yan Tian Libao Wu Research on real-time teachers' facial expression recognition based on YOLOv5 and attention mechanisms. 55 2023 2023 EURASIP J. Adv. Signal Process. 1 https://doi.org/10.1186/s13634-023-01019-w db/journals/ejasp/ejasp2023.html#ZhongHXTW23

Guangyong Gao Tingting Han Zhao Feng Min Wang Zhihua Xia A Data Integrity Authentication Scheme in WSNs Based on Double Watermark. 8245-8256 2023 10 IEEE Internet Things J. 9, May 1 https://doi.org/10.1109/JIOT.2022.3230754 db/journals/iotj/iotj10.html#GaoHFWX23

Tenghao Zou Hao Xu 0005 Yizhuo Wang Weitian Liu Tingting Han Mi Tian Weiqiang Zhu Na Yan 0004 A 6-12 GHz Wideband Low-Noise Amplifier With 0.8-1.5 dB NF and ±0.75 dB Ripple Enabled by the Capacitor Assisting Triple-Winding Transformer. 2802-2813 2023 July 70 IEEE Trans. Circuits Syst. I Regul. Pap. 7 https://doi.org/10.1109/TCSI.2023.3267791 db/journals/tcasI/tcasI70.html#ZouXWLHTZY23

Fangfang Wu Shenggui Zhang Binlong Li Tingting Han Color neighborhood union conditions for proper edge-pancyclicity of edge-colored complete graphs. 145-152 2022 307 Discret. Appl. Math. https://doi.org/10.1016/j.dam.2021.10.016 db/journals/dam/dam307.html#WuZLH22

Xu Gao Xiaoming Ding Tingting Han Yueyuan Kang Analysis of influencing factors on excellent teachers' professional growth based on DB-Kmeans method. 117 2022 2022 EURASIP J. Adv. Signal Process. 1 https://doi.org/10.1186/s13634-022-00948-2 db/journals/ejasp/ejasp2022.html#GaoDHK22

Tingting Han Jun Wu 0024 Wenting Luo Huimin Wang Zhe Jin Lei Qu Review of Generative Adversarial Networks in mono- and cross-modal biomedical image registration. 2022 August 16 Frontiers Neuroinformatics https://doi.org/10.3389/fninf.2022.933230 db/journals/fini/fini16.html#HanWLWJQ22

Weiqiang Cheng Feng Yang Tingting Han Ruibo Han Wenying Jiang Geng Zhang Jin Yang Xiaoqiu Zhang The Smart SD-WAN Architecture. 667-671 2022 ICCT https://doi.org/10.1109/ICCT56141.2022.10072627 conf/icct/2022 db/conf/icct/icct2022.html#ChengYHHJZYZ22 Jialong Xue Tenghao Zou Hao Xu 0005 Tingting Han Mi Tian Weiqiang Zhu Zhijian Li Na Yan 0004 A 6-18GHz Low-Noise Amplifier Using Noise Canceling Technique in 130-nm CMOS PD-SOI. 46-47 2022 ICTA https://doi.org/10.1109/ICTA56932.2022.9963072 conf/icta3/2022 db/conf/icta3/icta2022.html#XueZ0HTZLY22

Tingting Han Shenggui Zhang Yandong Bai Ruonan Li Edge-Colored Complete Graphs Containing No Properly Colored Odd Cycles. 1129-1138 2021 37 Graphs Comb. 3 https://doi.org/10.1007/s00373-021-02312-x db/journals/gc/gc37.html#HanZBL21

Guangyong Gao Zhao Feng Tingting Han Data Authentication for Wireless Sensor Networks with High Detection Efficiency Based on Reversible Watermarking. 6651137:1-6651137:13 2021 2021 Wirel. Commun. Mob. Comput. https://doi.org/10.1155/2021/6651137 db/journals/wicomm/wicomm2021.html#GaoFH21

Nan Li Zengqi Wang Weitian Liu Qiao Zhang Jichao Zhan Na Yan Tingting Han Mi Tian Weiqiang Zhu Zhijian Li Jianhua Lu 0.5W X-Band SOI 4-Channel Beamforming TR IC. 1-4 2021 ASICON https://doi.org/10.1109/ASICON52560.2021.9620484 conf/asicon/2021 db/conf/asicon/asicon2021.html#LiWLZZYHTZLL21

Qilai Chen Ying Zhang Shuzhi Liu Tingting Han Xinhui Chen Yanqing Xu Ziqi Meng Guanglei Zhang Xuejun Zheng Jinjin Zhao Guozhong Cao Gang Liu Switchable Perovskite Photovoltaic Sensors for Bioinspired Adaptive Machine Vision. 2000122 2020 2 Adv. Intell. Syst. 9 https://doi.org/10.1002/aisy.202000122 db/journals/aisy/aisy2.html#ChenZLHCXMZZZCL20

Qilai Chen Ying Zhang Shuzhi Liu Tingting Han Xinhui Chen Yanqing Xu Ziqi Meng Guanglei Zhang Xuejun Zheng Jinjin Zhao Guozhong Cao Gang Liu Switchable Perovskite Photovoltaic Sensors for Bioinspired Adaptive Machine Vision. 2070092 2020 2 Adv. Intell. Syst. 9 https://doi.org/10.1002/aisy.202070092 db/journals/aisy/aisy2.html#ChenZLHCXMZZZCL20a

Kui Gao Yang Liu 0168 Heyang Xu Tingting Han Design and implementation of food supply chain traceability system based on Hyperledger Fabric. 185-193 2020 23 Int. J. Comput. Sci. Eng. 2 https://doi.org/10.1504/IJCSE.2020.110547 db/journals/ijcse/ijcse23.html#GaoLXH20

Qiang Liu 0014 Honggang Wang Yantao Sun Tingting Han A Multi-UAVs Communication Network Simulation Platform using OPNET Modeler. 1-6 2020 ICC https://doi.org/10.1109/ICC40277.2020.9149416 conf/icc/2020 db/conf/icc/icc2020.html#0014WSH20 Weiqiang Cheng Yisong Liu Wenying Jiang Geng Zhang Feng Yang Tingting Han G-SID: SRv6 Header Compression Solution. 126-130 2020 ICCT https://doi.org/10.1109/ICCT50939.2020.9295860 conf/icct/2020 db/conf/icct/icct2020.html#ChengLJZYH20 Kui Gao Yang Liu 0168 Heyang Xu Tingting Han Hyper-FTT: A Food Supply-Chain Trading and Traceability System Based on Hyperledger Fabric. 648-661 2019 BlockSys https://doi.org/10.1007/978-981-15-2777-7_53 conf/blocksys/2019 db/conf/blocksys/blocksys2019.html#GaoLXH19

Heng Li 0006 Xiaofan Su Jing Wang 0032 Han Kan Tingting Han Yajie Zeng Xinyu Chai Image processing strategies based on saliency segmentation for object recognition under simulated prosthetic vision. 64-78 2018 84 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2017.11.001 https://www.wikidata.org/entity/Q47357052 db/journals/artmed/artmed84.html#LiSWKHZC18

Tingting Han Ruijuan Li Arc-disjont Hamiltonian cycles in round decomposable locally semicomplete digraphs. 477-490 2018 38 Discuss. Math. Graph Theory 2 https://doi.org/10.7151/dmgt.2023 db/journals/dmgt/dmgt38.html#HanL18

Ruijuan Li Tingting Han Arc-disjoint hamiltonian paths in non-round decomposable local tournaments. 2916-2924 2017 340 Discret. Math. 12 https://doi.org/10.1016/j.disc.2017.07.024 db/journals/dm/dm340.html#LiH17

Heng Li 0006 Tingting Han Jing Wang 0032 Zhuofan Lu Xiaofei Cao Yao Chen 0004 Liming Li Chuanqing Zhou Xinyu Chai A real-time image optimization strategy based on global saliency detection for artificial retinal prostheses. 1-18 2017 415 Inf. Sci. https://doi.org/10.1016/j.ins.2017.06.014 db/journals/isci/isci415.html#LiHWLCCLZC17

Zhe Jia Christine Ackroyd Tingting Han Vibhor Agrawal Yinling Liu Kenneth Christensen Brian N. Dominy Effects from metal ion in tumor endothelial marker 8 and anthrax protective antigen: BioLayer Interferometry experiment and molecular dynamics simulation study. 1183-1190 2017 38 J. Comput. Chem. 15 https://doi.org/10.1002/jcc.24768 https://www.wikidata.org/entity/Q48063073 db/journals/jcc/jcc38.html#JiaAHALCD17

Xubo Song Cui Yu Zezhao He Qingbin Liu Tingting Han Shaobo Dun Yuanjie Lv Shujun Cai Zhihong Feng Design and realization of a X-band graphene amplifier MMIC. 694-697 2017 ASICON https://doi.org/10.1109/ASICON.2017.8252570 conf/asicon/2017 db/conf/asicon/asicon2017.html#SongYHLHDLCF17

Xiaohuan Xi Tingting Han Cheng Wang 0016 Shezhou Luo Shaobo Xia Feifei Pan 0001 Forest above Ground Biomass Inversion by Fusing GLAS with Optical Remote Sensing Data. 2016 5 ISPRS Int. J. Geo Inf. 4 https://doi.org/10.3390/ijgi5040045 db/journals/ijgi/ijgi5.html#XiHWLXP16 45

Tingting Han Qiu-chen Zhao Financial crisis predictions based on biorthogonal wavelet hybrid kernel support vector machine. 719-724 2015 ICNC https://doi.org/10.1109/ICNC.2015.7378079 conf/icnc/2015 db/conf/icnc/icnc2015.html#HanZ15 Xian Shi Gang Zhang 0002 Chunfeng Liu 0001 Tingting Han A Novel Trace-Aided Data Dissemination Algorithm in Vehicular Networks. 99-104 2015 UIC/ATC/ScalCom https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.38 https://doi.ieeecomputersociety.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.38 conf/uic/2015 db/conf/uic/uic2015.html#ShiZLH15

Jujie Wang Wenyu Zhang Jianzhou Wang Tingting Han Lingbin Kong A novel hybrid approach for wind speed prediction. 304-318 2014 273 Inf. Sci. https://doi.org/10.1016/j.ins.2014.02.159 db/journals/isci/isci273.html#WangZWHK14

Yong Hao Tingting Han Yu Cheng 0003 A cooperative message authentication protocol in VANETs. 5562-5566 2012 GLOBECOM https://doi.org/10.1109/GLOCOM.2012.6504006 conf/globecom/2012 db/conf/globecom/globecom2012.html#HaoHC12 Chao Huang Lili Huang Tingting Han Financial time series forecasting based on wavelet kernel support vector machine. 79-83 2012 ICNC https://doi.org/10.1109/ICNC.2012.6234569 conf/icnc/2012 db/conf/icnc/icnc2012.html#HuangHH12 Christine Ackroyd Vibhor Agrawal Yandong Bai Hajo Broersma Shujun Cai Guozhong Cao Xiaofei Cao Xinyu Chai Qilai Chen Xinhui Chen Yao Chen 0004 Weiqiang Cheng Yu Cheng 0003 Kenneth Christensen Xiaoming Ding Brian N. Dominy Shaobo Dun Haoran Feng Zhao Feng Zhihong Feng Jiaxin Fu Guangyong Gao Kui Gao Xu Gao Ruibo Han Yong Hao Zezhao He Chao Huang Lili Huang Zhe Jia Wenying Jiang Ge Jin 0002 Zhe Jin Han Kan Yueyuan Kang Lingbin Kong Binlong Li Heng Li 0006 Liming Li Meng Li 0092 Nan Li Ruijuan Li Ruonan Li Yuanyuan Li Zhijian Li Chunfeng Liu 0001 Gang Liu Qiang Liu 0014 Qingbin Liu Shuzhi Liu Weitian Liu Yang Liu 0168 Yinling Liu Yisong Liu Jianhua Lu Zhuofan Lu Shezhou Luo Wenting Luo Yuanjie Lv Ziqi Meng Yiwei Niu Feifei Pan 0001 Danyang Peng Yulong Qiao Lei Qu Pengpeng Sheng Xian Shi Xubo Song Xiaofan Su Yantao Sun Zaiyang Tao Mi Tian Yan Tian Cheng Wang 0016 Honggang Wang Huimin Wang Jianzhou Wang Jing Wang 0032 Jujie Wang Min Wang Yizhuo Wang Zengqi Wang Yi Wen Bin Wu 0021 Fangfang Wu Jun Wu 0024 Libao Wu Zixing Wu Xiaohuan Xi Shaobo Xia Wei Xia Zhihua Xia Hao Xu 0005 Heyang Xu Qin Xu Yanqing Xu Jialong Xue Na Yan Na Yan 0004 Feng Yang Guangyu Yang Jin Yang Cui Yu Yajie Zeng Jichao Zhan Gang Zhang 0002 Geng Zhang Guanglei Zhang Qian Zhang 0013 Qiao Zhang Shenggui Zhang Wenyu Zhang Xiaoqiu Zhang Ying Zhang Yong Zhang Gangming Zhao Jinjin Zhao Qiu-chen Zhao Xuejun Zheng Hongmei Zhong Chuanqing Zhou Lingfei Zhu Weiqiang Zhu Tenghao Zou