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ParaML: A Polyvalent Multicore Accelerator for Machine Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:  Zhou, Shengyuan;  Guo, Qi;  Du, Zidong;  Liu, Daofu;  Chen, Tianshi;  Li, Ling;  Liu, Shaoli;  Zhou, Jinhong;  Temam, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载:50/0  |  提交时间:2020/12/10
Neural networks  Machine learning  Testing  Support vector machines  Linear regression  Computers  Computer architecture  Accelerator  machine learning (ML) techniques  multicore accelerator  
Locality-constrained framework for face alignment 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2019, 卷号: 13, 期号: 4, 页码: 789-801
作者:  Zhang, Jie;  Zhao, Xiaowei;  Kan, Meina;  Shan, Shiguang;  Chai, Xiujuan;  Chen, Xilin
收藏  |  浏览/下载:237/0  |  提交时间:2019/08/16
locality-constrained AAM  locality-constrained DFM  face alignment  sparsity-regularization  
Lysine Malonylation Identification in E-coli with Multiple Features 期刊论文
CURRENT PROTEOMICS, 2019, 卷号: 16, 期号: 3, 页码: 166-174
作者:  Xu, Yan;  Yang, Yingxi;  Wang, Hui;  Shao, Yuanhai
收藏  |  浏览/下载:66/0  |  提交时间:2019/04/03
Malonylation  support vector machine  post translational modification  E. coli  Receive Operating Character (ROC)  Prokaryotes  
Hierarchical BoW with segmental sparse coding for large scale image classification and retrieval 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 卷号: 77, 期号: 17, 页码: 22319-22338
作者:  Zhou, Jianshe;  Narentuya;  Tang, Sheng;  Liu, Jie
收藏  |  浏览/下载:70/0  |  提交时间:2019/12/10
Bag of words  Dictionary learning  Sparse coding  Image retrieval  Image classification  
RECOME: A new density-based clustering algorithm using relative KNN kernel density 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 436, 页码: 13-30
作者:  Geng, Yangli-ao;  Li, Qingyong;  Zheng, Rong;  Zhuang, Fuzhen;  He, Ruisi;  Xiong, Naixue
收藏  |  浏览/下载:51/0  |  提交时间:2019/12/10
Density-based clustering  Density estimation  K nearest neighbors  Graph theory  
Multi-label classification by exploiting local positive and negative pairwise label correlation 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 164-174
作者:  Huang, Jun;  Li, Guorong;  Wang, Shuhui;  Xue, Zhe;  Huang, Qingming
收藏  |  浏览/下载:50/0  |  提交时间:2019/12/12
Multi-label classification  k nearest neighbors  Local label correlation  Positive and negative label correlation  
Study on density peaks clustering based on k-nearest neighbors and principal component analysis 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 99, 页码: 135-145
作者:  Du, Mingjing;  Ding, Shifei;  Jia, Hongjie
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/13
Data clustering  Density peaks  k Nearest neighbors (KNN)  Principal component analysis (PCA)  
PuDianNao: A Polyvalent Machine Learning Accelerator 期刊论文
ACM SIGPLAN NOTICES, 2015, 卷号: 50, 期号: 4, 页码: 369-381
作者:  Liu, Daofu;  Chen, Tianshi;  Liu, Shaoli;  Zhou, Jinhong;  Zhou, Shengyuan;  Teman, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载:64/0  |  提交时间:2019/12/13
TCM-KNN网络异常检测算法优化研究 期刊论文
通信学报, 2009, 卷号: 000, 期号: 007, 页码: 13
作者:  李洋;  郭莉;  陆天波;  田志宏
收藏  |  浏览/下载:5/0  |  提交时间:2023/12/04
网络安全  异常检测  TCM-KNN算法  特征选择  样本选择  
A lightweight web server anomaly detection method based on transductive scheme and genetic algorithms 期刊论文
COMPUTER COMMUNICATIONS, 2008, 卷号: 31, 期号: 17, 页码: 4018-4025
作者:  Li, Yang;  Guo, Li;  Tian, Zhi-Hong;  Lu, Tian-Bo
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/16
Network security  Web server anomaly detection  TCM-KNN algorithm  Genetic algorithm