{"title":"A Learning Approach for Road Traffic Optimization in Urban Environments","authors":"A. Mejdoubi, O. Zytoune, H. Fouchal, M. Ouadou","doi":"10.1007/978-3-030-45778-5_24","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_24","url":null,"abstract":"","PeriodicalId":141821,"journal":{"name":"International Conference on Machine Learning for Networking","volume":"34 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":"123457505","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}
{"title":"Language Model Co-occurrence Linking for Interleaved Activity Discovery","authors":"Eoin Rogers, John D. Kelleher, R. Ross","doi":"10.1007/978-3-030-45778-5_6","DOIUrl":"https://doi.org/10.1007/978-3-030-45778-5_6","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":"129323147","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}
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}
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}
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}
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}
{"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}
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}
{"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}