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Distributed optimization and statistical learning via the alternating direction method of multipliers
Statistics machine learning convex optimization framework modern data set data set
2015/8/7
Many problems of recent interest in statistics and machine learning can be posed in the framework of convex optimization. Due to the explosion in size and complexity of modern datasets, it is increasi...
Block splitting for large-scale distributed learning
Machine statistics data sets convex optimization the model data collection processing machine
2015/8/7
Machine learning and statistics with very large datasets is now a topic of widespread interest, both in academia and industry. Many such tasks can be posed as convex optimization problems, so algorith...
A Learning Framework for Transitioning Network Intrusion Alerts Management System to Ontology
Intrusion Detection Intrusion Alerts Correlation Ontology learning
2011/5/17
Intrusion detection is not new in the area of information security. It is crucial for the intrusion alerts management system to correlate the collected intrusion alerts to reflect the causal relations...
A novel bag generator for image database retrieval with multi-instance learning techniques
2007/7/28
期刊信息
篇名
A novel bag generator for image database retrieval with multi-instance learning techniques
语种
英文
撰写或编译
作者
Zhi-Hua Zhou,Min-Ling Zhang,Ke-Jia Chen
第一作者单位
刊物名称
Proceedings of the 15th IEEE Inter...