Tao Zhu

Zhejiang Cancer Hospital — China

Computer Science · Physical Sciences

21h-index1.4kcitations146works3.72yr avg
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Research Topics

Context-Aware Activity Recognition Systems(26), Metaheuristic Optimization Algorithms Research(17), Human Pose and Action Recognition(14), Advanced Multi-Objective Optimization Algorithms(11), IoT and Edge/Fog Computing(10)

Publications146 total

Machine learning assisted raman spectroscopy for the classification of ovarian cancer cells
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy·2026
Multi-objective optimization of crashworthiness for double-layer thin-walled tube composite anti-climb energy-absorbing device in subway vehicles
Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit·2026
Deep learning-based group activity recognition in videos: A survey
Neurocomputing·2025
Construction and application of machine learning models to screen functional ingredients for alcohol metabolism and its mechanism research
Food Bioscience·2025
P-Mix: A Data Augmentation Method for Contrastive Learning Based Human Activity Recognition
IEEE Transactions on Artificial Intelligence·2025
Evaluation of Hotspots EPE Propagation Through Step-By-Step SEM Contour Analysis
2025
SCAGOT: Semi-Supervised Disentangling Context and Activity Features Without Target Data for Sensor-Based HAR
IEEE Sensors Journal·2025· 1 cited
NRAP-RCNN: A Pseudo Point Cloud 3D Object Detection Method Based on Noise-Reduction Sparse Convolution and Attention Mechanism
Information·2025· 1 citedOpen Access
MambaTraffic: Contrastive Traffic Flow Prediction With Spatial–Temporal State Space Models
IEEE Intelligent Transportation Systems Magazine·2025
Construction and Application of Machine Learning Models To Screen Functional Ingredients For Alcohol Metabolism And its Mechanism Research
SSRN Electronic Journal·2025Open Access
DiffTST: Diff Transformer for Multivariate Time Series Forecast
IEEE Access·2025· 3 citedOpen Access
A semantic ontology of acupoints in Traditional Chinese Medicine aligning with the Basic Formal Ontology
2024
P2LHAP: Wearable-Sensor-Based Human Activity Recognition, Segmentation, and Forecast Through Patch-to-Label Seq2Seq Transformer
IEEE Internet of Things Journal·2024· 1 cited
IG Captioner: Information Gain Captioners Are Strong Zero-Shot Classifiers
Lecture notes in computer science·2024
An Interpretable Deep Graph Neural Network Based On Attentional Multi-Scale Feature Fusion for FMRI Analysis
2024
HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba
IEEE Internet of Things Journal·2024· 18 citedOpen Access
An improved dung beetle optimizer- hybrid kernel least square support vector regression algorithm for state of health estimation of lithium-ion batteries based on variational model decomposition
Energy·2024· 32 citedOpen Access
MCformer: Multivariate Time Series Forecasting With Mixed-Channels Transformer
IEEE Internet of Things Journal·2024· 27 cited
SMNet: One-Shot Method for Solving the Cross-Room Problem in Room Closure Monitoring Based on White Noise
2024
An Improved Masking Strategy for Self- Supervised Masked Reconstruction in Human Activity Recognition
IEEE Sensors Journal·2024· 5 cited
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Frequent Co-authors

Huansheng Ning(13), Wenjian Luo(13), Liming Chen(8), Yaping Wan(6), Qingjuan Li(4), Chenyang Bu(4), Lihua Yue(4), Mingbo Liu(4), Jinqiang Wang(3), Peilan Xu(3), Shunli Wang(3), Carlos Fernández(3), Jianquan Zhu(3), Mingxing Nie(3), Feifei Shi(2), Xin Lin(2), Yifei Zhou(2), Yongcun Fan(2), Furong Duan(2), Zhenyu Liu(2)