International Conference on Machine Learning for Networking最新文献

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A Learning Approach for Road Traffic Optimization in Urban Environments 城市环境下道路交通优化的学习方法
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_24
A. Mejdoubi, O. Zytoune, H. Fouchal, M. Ouadou
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引用次数: 1
Language Model Co-occurrence Linking for Interleaved Activity Discovery 交错活动发现的语言模型共现链接
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_6
Eoin Rogers, John D. Kelleher, R. Ross
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引用次数: 0
Towards a Hierarchical Deep Learning Approach for Intrusion Detection 面向入侵检测的分层深度学习方法
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_2
F. Alin, A. Chemchem, F. Nolot, O. Flauzac, M. Krajecki
{"title":"Towards a Hierarchical Deep Learning Approach for Intrusion Detection","authors":"F. Alin, A. Chemchem, F. Nolot, O. Flauzac, M. Krajecki","doi":"10.1007/978-3-030-45778-5_2","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_2","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132350273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Bayesian Classifiers in Intrusion Detection Systems 入侵检测系统中的贝叶斯分类器
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_26
Johan Mardini-Bovea, Emiro De-la-Hoz-Franco, Diego Molina Estren, Paola Ariza Colpas, A. Ortiz, J. Ortega, César A. Cárdenas, Carlos Andrés Collazos Morales
{"title":"Bayesian Classifiers in Intrusion Detection Systems","authors":"Johan Mardini-Bovea, Emiro De-la-Hoz-Franco, Diego Molina Estren, Paola Ariza Colpas, A. Ortiz, J. Ortega, César A. Cárdenas, Carlos Andrés Collazos Morales","doi":"10.1007/978-3-030-45778-5_26","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_26","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131571680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Network Traffic Classification Using Machine Learning for Software Defined Networks 基于机器学习的软件定义网络流量分类
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_3
Menuka Perera Jayasuriya Kuranage, Kandaraj Piamrat, Salima Hamma
{"title":"Network Traffic Classification Using Machine Learning for Software Defined Networks","authors":"Menuka Perera Jayasuriya Kuranage, Kandaraj Piamrat, Salima Hamma","doi":"10.1007/978-3-030-45778-5_3","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_3","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130545541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
Association Rules Algorithms for Data Mining Process Based on Multi Agent System 基于多智能体系统的数据挖掘过程关联规则算法
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_30
Imane Belabed, M. Alaoui, E. Jaâra, Abdelmajid Belabed
{"title":"Association Rules Algorithms for Data Mining Process Based on Multi Agent System","authors":"Imane Belabed, M. Alaoui, E. Jaâra, Abdelmajid Belabed","doi":"10.1007/978-3-030-45778-5_30","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_30","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125527756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
GAMPAL: Anomaly Detection for Internet Backbone Traffic by Flow Prediction with LSTM-RNN 基于LSTM-RNN流量预测的互联网骨干流量异常检测
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_13
Taku Wakui, Takao Kondo, F. Teraoka
{"title":"GAMPAL: Anomaly Detection for Internet Backbone Traffic by Flow Prediction with LSTM-RNN","authors":"Taku Wakui, Takao Kondo, F. Teraoka","doi":"10.1007/978-3-030-45778-5_13","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_13","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116342005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
DeepRoute: Herding Elephant and Mice Flows with Reinforcement Learning 深度学习:用强化学习来放牧大象和老鼠
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_20
M. Kiran, Bashir Mohammed, Nandini Krishnaswamy
{"title":"DeepRoute: Herding Elephant and Mice Flows with Reinforcement Learning","authors":"M. Kiran, Bashir Mohammed, Nandini Krishnaswamy","doi":"10.1007/978-3-030-45778-5_20","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_20","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130808541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Machine Learning Methods for Connection RTT and Loss Rate Estimation Using MPI Measurements Under Random Losses 随机损失下使用MPI测量的连接RTT和损失率估计的机器学习方法
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_11
N. Rao, N. Imam, Zhengchun Liu, R. Kettimuthu, Ian T Foster
{"title":"Machine Learning Methods for Connection RTT and Loss Rate Estimation Using MPI Measurements Under Random Losses","authors":"N. Rao, N. Imam, Zhengchun Liu, R. Kettimuthu, Ian T Foster","doi":"10.1007/978-3-030-45778-5_11","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_11","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130939441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection 网络入侵检测中机器学习算法准确性的综合分析
International Conference on Machine Learning for Networking Pub Date : 2019-12-03 DOI: 10.1007/978-3-030-45778-5_4
Anurag Das, S. Ajila, Chung-Horng Lung
{"title":"A Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection","authors":"Anurag Das, S. Ajila, Chung-Horng Lung","doi":"10.1007/978-3-030-45778-5_4","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_4","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122073923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
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