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Development of in silico methodology for siRNA lipid nanoparticle formulations Journal article
Chemical Engineering Journal, 2022,Volume: 442
Authors:  Gao, Haoshi;  Kan, Stanislav;  Ye, Zhuyifan;  Feng, Yuchen;  Jin, Lei;  Zhang, Xudong;  Deng, Jiayin;  Chan, Ging;  Hu, Yuanjia;  Wang, Yongjun;  Cao, Dongsheng;  Ji, Yuanhui;  Liang, Mingtao;  Li, Haifeng;  Ouyang, Defang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/13
Cationic Lipids  Knockdown Efficiency  Lipid Nanoparticle  Machine Learning  Molecular Dynamic Simulation  Sirna  
Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning Journal article
Future Generation Computer Systems, 2022,Volume: 133,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
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Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
Resting-state functional connectivity of social brain regions predicts motivated dishonesty Journal article
NeuroImage, 2022,Volume: 256
Authors:  Pang, Luoyao;  Li, Huidi;  Liu, Quanying;  Luo, Yue Jia;  Mobbs, Dean;  Wu, Haiyan
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Dishonesty  Functional Connectivity  Machine Learning  Predictive Modeling  Reproducibility  Resting-state Fmri  
Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 173
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/13
Generalized Extreme Value  Machine Learning  Mixture Quantile  Probabilistic Anomaly Detection  Structural Health Monitoring  Threshold Estimation  
Novel hybrid extreme learning machine and multi-objective optimization algorithm for air pollution prediction Journal article
Applied Mathematical Modelling, 2022,Volume: 106,Page: 177-198
Authors:  Bai, Lu;  Liu, Zhi;  Wang, Jianzhou
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Data Decomposition  Deterministic And Interval Predictions  Hybrid Prediction Model  Improved Extreme Learning Machine  Mathematical Modelling  Multi-objective Optimization Approach  
A deep generative approach for crash frequency model with heterogeneous imbalanced data Journal article
Analytic Methods in Accident Research, 2022,Volume: 34
Authors:  Ding, Hongliang;  Lu, Yuhuan;  Sze, N. N.;  Chen, Tiantian;  Guo, Yanyong;  Lin, Qinghai
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Augmented Variational Autoencoder  Crash Frequency Model  Imbalanced Crash Data  Machine Learning  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 6,Page: 3002
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite |  | TC[WOS]:3 TC[Scopus]:1 | Submit date：2021/03/09
Cd1 Learning  Clustering Algorithms  Encoding  Feature Extraction  Image Clustering  Image Reconstruction  Machine Learning  Multi-clustering Integration Rbm  Task Analysis  Training  Unsupervised Feature Learning  
Cascaded Parsing of Human-Object Interaction Recognition Journal article
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022,Volume: 44,Issue: 6,Page: 2827-2840
Authors:  Zhou, Tianfei;  Qi, Siyuan;  Wang, Wenguan;  Shen, Jianbing;  Zhu, Song Chun
Favorite |  | TC[WOS]:28 TC[Scopus]:23 | Submit date：2022/05/31
Cascaded Parsing  Fine-grained Relation Segmentation  Human-object Interaction Recognition  
Rapid image detection and recognition of rice false smut based on mobile smart devices with anti-light features from cloud database Journal article
Biosystems Engineering, 2022,Volume: 218,Page: 229-244
Authors:  Yang, Ning;  Chang, Kangpeng;  Dong, Sizhe;  Tang, Jian;  Wang, Aiying;  Huang, Rubing;  Jia, Yanwei
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Cnn Model  Mobile Rfs Disease Identification System  Offline Image Recognition  On-line Co-ordinated Correction  
Deep Learning for Person Re-Identification: A Survey and Outlook Journal article
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022,Volume: 44,Issue: 6,Page: 2872-2893
Authors:  Ye, Mang;  Shen, Jianbing;  Lin, Gaojie;  Xiang, Tao;  Shao, Ling;  Hoi, Steven C.H.
Favorite |  | TC[WOS]:195 TC[Scopus]:157 | Submit date：2022/05/31
Deep Learning  Evaluation Metric  Literature Survey  Pedestrian Retrieval  Person Re-identification