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Machine-Learned Classifiers for Protocol Selection on a Shared Network 共享网络协议选择的机器学习分类器
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_7
Hamidreza Anvari, Jesse Huard, P. Lu
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引用次数: 3
Common Structures in Resource Management as Driver for Reinforcement Learning: A Survey and Research Tracks 资源管理中作为强化学习驱动的常见结构:调查与研究轨迹
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_8
Yue Jin, Dimitre Kostadinov, M. Bouzid, A. Aghasaryan
{"title":"Common Structures in Resource Management as Driver for Reinforcement Learning: A Survey and Research Tracks","authors":"Yue Jin, Dimitre Kostadinov, M. Bouzid, A. Aghasaryan","doi":"10.1007/978-3-030-19945-6_8","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_8","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114240180","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
Plant Leaf Disease Detection and Classification Using Particle Swarm Optimization 基于粒子群优化的植物叶片病害检测与分类
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_21
R. Yadav, Y. K. Rana, Sushama Nagpal
{"title":"Plant Leaf Disease Detection and Classification Using Particle Swarm Optimization","authors":"R. Yadav, Y. K. Rana, Sushama Nagpal","doi":"10.1007/978-3-030-19945-6_21","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_21","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134397067","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
Malware Detection System Based on an In-Depth Analysis of the Portable Executable Headers 基于可移植可执行头文件深度分析的恶意软件检测系统
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_11
Mohamed Belaoued, Bouchra Guelib, Yasmine Bounaas, A. Derhab, Mahmoud Boufaïda
{"title":"Malware Detection System Based on an In-Depth Analysis of the Portable Executable Headers","authors":"Mohamed Belaoued, Bouchra Guelib, Yasmine Bounaas, A. Derhab, Mahmoud Boufaïda","doi":"10.1007/978-3-030-19945-6_11","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_11","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133691836","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
Detecting Suspicious Transactions in IoT Blockchains for Smart Living Spaces 智能生活空间物联网区块链可疑交易检测
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_26
Mayra Samaniego, R. Deters
{"title":"Detecting Suspicious Transactions in IoT Blockchains for Smart Living Spaces","authors":"Mayra Samaniego, R. Deters","doi":"10.1007/978-3-030-19945-6_26","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_26","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124703478","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: 7
LSTM Recurrent Neural Network (RNN) for Anomaly Detection in Cellular Mobile Networks 基于LSTM递归神经网络(RNN)的蜂窝移动网络异常检测
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_15
S. Al-Mamun, M. Beyaz
{"title":"LSTM Recurrent Neural Network (RNN) for Anomaly Detection in Cellular Mobile Networks","authors":"S. Al-Mamun, M. Beyaz","doi":"10.1007/978-3-030-19945-6_15","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_15","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127453355","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: 9
Reinforcement Learning Based Routing Protocols Analysis for Mobile Ad-Hoc Networks - Global Routing Versus Local Routing 基于强化学习的移动Ad-Hoc网络路由协议分析——全局路由与本地路由
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_17
R. Mili, S. Chikhi
{"title":"Reinforcement Learning Based Routing Protocols Analysis for Mobile Ad-Hoc Networks - Global Routing Versus Local Routing","authors":"R. Mili, S. Chikhi","doi":"10.1007/978-3-030-19945-6_17","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_17","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131322732","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
Energy-Based Connected Dominating Set for Data Aggregation for Intelligent Wireless Sensor Networks 基于能量的无线智能传感器网络数据聚合连通支配集
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_13
Basem Abid, Sarra Messai, H. Seba
{"title":"Energy-Based Connected Dominating Set for Data Aggregation for Intelligent Wireless Sensor Networks","authors":"Basem Abid, Sarra Messai, H. Seba","doi":"10.1007/978-3-030-19945-6_13","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_13","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123632045","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: 0
Building a Wide-Area File Transfer Performance Predictor: An Empirical Study 建立一个广域文件传输性能预测器:一个实证研究
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_5
Zhengchun Liu, R. Kettimuthu, Prasanna Balaprakash, N. Rao, Ian T Foster
{"title":"Building a Wide-Area File Transfer Performance Predictor: An Empirical Study","authors":"Zhengchun Liu, R. Kettimuthu, Prasanna Balaprakash, N. Rao, Ian T Foster","doi":"10.1007/978-3-030-19945-6_5","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_5","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127464492","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: 9
DNS Traffic Forecasting Using Deep Neural Networks 基于深度神经网络的DNS流量预测
International Conference on Machine Learning for Networking Pub Date : 2018-11-27 DOI: 10.1007/978-3-030-19945-6_12
Diego Madariaga, Martín Panza, Javier Bustos-Jiménez
{"title":"DNS Traffic Forecasting Using Deep Neural Networks","authors":"Diego Madariaga, Martín Panza, Javier Bustos-Jiménez","doi":"10.1007/978-3-030-19945-6_12","DOIUrl":"https://doi.org/10.1007/978-3-030-19945-6_12","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"9 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123570031","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: 6
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