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Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Lin, Xixun;  Li, Zhao;  Zhang, Peng;  Liu, Luchen;  Zhou, Chuan;  Wang, Bin;  Tian, Zhihong
收藏  |  浏览/下载：99/0  |  提交时间：2023/02/07
Task analysis  Kernel  Training  Decoding  Stochastic processes  Predictive models  Computational modeling  Few-shot learning  graph classification  graph neural networks (GNNs)  neural process (NP)  
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:  Zhang, Miao;  Li, Huiqi;  Pan, Shirui;  Chang, Xiaojun;  Zhou, Chuan;  Ge, Zongyuan;  Su, Steven
收藏  |  浏览/下载：146/0  |  提交时间：2021/10/26
Computer architecture  Training  Optimization  Neural networks  Search methods  Australia  Germanium  AutoML  neural architecture search  continual learning  catastrophic forgetting  novelty search  
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Liu, Yixin;  Li, Zhao;  Pan, Shirui;  Gong, Chen;  Zhou, Chuan;  Karypis, George
收藏  |  浏览/下载：120/0  |  提交时间：2022/04/02
Anomaly detection  Task analysis  Graph neural networks  Unsupervised learning  Predictive models  Pattern matching  Training  Anomaly detection  attributed networks  contrastive self-supervised learning  graph neural networks (GNNs)  unsupervised learning  
Stable prediction in high-dimensional linear models 期刊论文
STATISTICS AND COMPUTING, 2017, 卷号: 27, 期号: 5, 页码: 1401-1412
作者:  Lin, Bingqing;  Wang, Qihua;  Zhang, Jun;  Pang, Zhen
收藏  |  浏览/下载：165/0  |  提交时间：2018/07/30
Model averaging  Variable selection  Penalized regression  Screening  
Accurate prediction of protein-protein interactions by integrating potential evolutionary information embedded in PSSM profile and discriminative vector machine classifier 期刊论文
ONCOTARGET, 2017, 卷号: 8, 期号: 14, 页码: 23638-23649
作者:  Li, Zheng-Wei;  You, Zhu-Hong;  Chen, Xing;  Li, Li-Ping;  Huang, De-Shuang;  Yan, Gui-Ying;  Nie, Ru;  Huang, Yu-An
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
disease  position-specific scoring matrix  weber local descriptor  cancer  protein-protein interactions  
A novel mixed integer programming for multi-biomarker panel identification by distinguishing malignant from benign colorectal tumors 期刊论文
METHODS, 2015, 卷号: 83, 页码: 3-17
作者:  Zou, Meng;  Zhang, Peng-Jun;  Wen, Xin-Yu;  Chen, Luonan;  Tian, Ya-Ping;  Wang, Yong
收藏  |  浏览/下载：138/0  |  提交时间：2018/07/30
Translational bioinformatics  Multi-biomarker  Colorectal cancer  Mixed integer programming  
Rigorous assessment and integration of the sequence and structure based features to predict hot spots 期刊论文
BMC BIOINFORMATICS, 2011, 卷号: 12, 页码: 14
作者:  Chen, Ruoying;  Chen, Wenjing;  Yang, Sixiao;  Wu, Di;  Wang, Yong;  Tian, Yingjie;  Shi, Yong
收藏  |  浏览/下载：124/0  |  提交时间：2018/07/30
Prediction of protein interaction hot spots using rough set-based multiple criteria linear programming 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2011, 卷号: 269, 期号: 1, 页码: 174-180
作者:  Chen, Ruoying;  Zhang, Zhiwang;  Wu, Di;  Zhang, Peng;  Zhang, Xinyang;  Wang, Yong;  Shi, Yong
收藏  |  浏览/下载：212/0  |  提交时间：2018/07/30
Binding free energy  Alanine mutation  Residue's features  Combined model  Predictive performance  
Identifying translation initiation sites in prokaryotes using support vector machine 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2010, 卷号: 262, 期号: 4, 页码: 644-649
作者:  Gao, Tingting;  Yang, Zhixia;  Wang, Yong;  Jing, Ling
收藏  |  浏览/下载：125/0  |  提交时间：2018/07/30
Translation initiation site prediction  Support vector machine  Position specific weight matrix  
Predicting eukaryotic transcriptional cooperativity by Bayesian network integration of genome-wide data 期刊论文
NUCLEIC ACIDS RESEARCH, 2009, 卷号: 37, 期号: 18, 页码: 5943-5958
作者:  Wang, Yong;  Zhang, Xiang-Sun;  Xia, Yu
收藏  |  浏览/下载：128/0  |  提交时间：2018/07/30