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Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
Adaptive coefficient-based kernelized network for personalized activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 23
作者:  Hu, Lisha;  Hu, Chunyu;  Jiang, Xinlong;  Huo, Zheng
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Incremental learning  Activity recognition  Neural network  Wearable device  
Design and Analysis of Energy-Efficient Dynamic Range Approximate Logarithmic Multipliers for Machine Learning 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 4, 页码: 612-625
作者:  Yin, Peipei;  Wang, Chenghua;  Waris, Haroon;  Liu, Weiqiang;  Han, Yinhe;  Lombardi, Fabrizio
收藏  |  浏览/下载：27/0  |  提交时间：2022/06/21
Adders  Dynamic range  Machine learning  Handwriting recognition  Power demand  Approximate computing  Heuristic algorithms  Approximate computing  logarithmic multiplier  operand truncation  low power  
Follow the perturbed approximate leader for solving semi-bandit combinatorial optimization 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2021, 卷号: 15, 期号: 5, 页码: 12
作者:  Yang, Feidiao;  Chen, Wei;  Zhang, Jialin;  Sun, Xiaoming
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
online learning  online combinatorial optimization  semi-bandit  follow-the-perturbed-leader  
PEFS: AI-Driven Prediction Based Energy-Aware Fault-Tolerant Scheduling Scheme for Cloud Data Center 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 4, 页码: 655-666
作者:  Marahatta, Avinab;  Xin, Qin;  Chi, Ce;  Zhang, Fa;  Liu, Zhiyong
收藏  |  浏览/下载：23/0  |  提交时间：2022/06/21
Energy efficiency  Deep learning  Fault tolerant systems  Energy consumption  Scheduling  Cloud computing  Predictive models  Neural networks  Cloud computing  cloud data center  scheduling  fault-tolerance  energy-efficiency  task failure  prediction  deep neural network  
Load Balance Guaranteed Vehicle-to-Vehicle Computation Offloading for Min-Max Fairness in VANETs 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 20
作者:  Wu, Yalan;  Wu, Jigang;  Chen, Long;  Yan, Jiaquan;  Han, Yinhe
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
Task analysis  Vehicular ad hoc networks  Delays  Heuristic algorithms  Power control  Energy consumption  Reinforcement learning  VANET  task offloading  load balance  power control  machine learning  
Machine-learning-based cache partition method in cloud environment 期刊论文
PEER-TO-PEER NETWORKING AND APPLICATIONS, 2021, 页码: 14
作者:  Qiu, Jiefan;  Hua, Zonghan;  Liu, Lei;  Cao, Mingsheng;  Chen, Dajiang
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Cloud  Cache Partition  Last Level Cache  Machine Learning  
Editorial: Computational Solutions for Sequencing Analyses 期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 卷号: 8, 页码: 2
作者:  Reza, Md. Selim;  Cai, YunPeng;  Zhang, Lu;  Zhang, Xingyu;  Wei, Yanjie
收藏  |  浏览/下载：32/0  |  提交时间：2021/12/01
microbiome  metagenomics  taxonomic classification  16S rRNA sequencing  machine learning  
Editorial: Computational Solutions for Microbiome and Metagenomics Sequencing Analyses 期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 卷号: 8, 页码: 2
作者:  Reza, Md Selim;  Cai, YunPeng;  Zhang, Lu;  Zhang, Xingyu;  Wei, Yanjie
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
microbiome  metagenomics  taxonomic classification  16S rRNA sequencing  machine learning  
KOBAS-i: intelligent prioritization and exploratory visualization of biological functions for gene enrichment analysis 期刊论文
NUCLEIC ACIDS RESEARCH, 2021, 卷号: 49, 期号: W1, 页码: W317-W325
作者:  Bu, Dechao;  Luo, Haitao;  Huo, Peipei;  Wang, Zhihao;  Zhang, Shan;  He, Zihao;  Wu, Yang;  Zhao, Lianhe;  Liu, Jingjia;  Guo, Jincheng;  Fang, Shuangsang;  Cao, Wanchen;  Yi, Lan;  Zhao, Yi;  Kong, Lei
收藏  |  浏览/下载：56/0  |  提交时间：2021/12/01