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International conference on machine learning for networking

召开年：2018
召开地：Paris(FR)
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1.DELMU: A Deep Learning Approach to Maximising the Utility of Virtualised Millimetre-Wave Backhauls

机译：DELMU：一种深度学习方法，可最大化虚拟毫米波回程的实用性
- 作者：Rui Li;Chaoyun Zhang;Pan Cao;Paul Patras;John S. Thompson
- 会议名称：《International conference on machine learning for networking》 | 2018年
2.Malware Detection System Based on an In-Depth Analysis of the Portable Executable Headers

机译：基于便携式可执行报头深入分析的恶意软件检测系统
- 作者：Mohamed Belaoued;Bouchra Guelib;Yasmine Bounaas;Abdelouahid Derhab;Mahmoud Boufaida
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Malware detection;
- Machine learning;
- Portable Executable;
3.DNS Traffic Forecasting Using Deep Neural Networks

机译：使用深度神经网络的DNS流量预测
- 作者：Diego Madariaga;Martin Panza;Javier Bustos-Jimenez
- 会议名称：《International conference on machine learning for networking》 | 2018年
- DNS traffic;
- Forecasting;
- Machine Learning;
4.Energy-Based Connected Dominating Set for Data Aggregation for Intelligent Wireless Sensor Networks

机译：基于能量的智能无线传感器网络数据集中控制集
- 作者：Basem Abid;Sarra Messai;Hamida Seba
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Sensor networks;
- Data aggregation;
- Virtual backbone network;
- Connected dominating set (CDS);
5.Touchless Recognition of Hand Gesture Digits and English Characters Using Convolutional Neural Networks

机译：使用卷积神经网络的手势数字和英文字符的非接触式识别
- 作者：Ujjwal Peshin;Tanay Jha;Shivam Kantival
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Machine learning;
- Deep learning;
- Convolutional neural networks;
- Computer vision;
- Human Computer Interaction;
- Image analysis;
6.Preface

机译：前言
- 作者：Selma Boumerdassi;Paul Muehlethaler;Eric Renault
- 会议名称：《International conference on machine learning for networking》 | 2018年
7.LSTM Recurrent Neural Network (RNN) for Anomaly Detection in Cellular Mobile Networks

机译：LSTM递归神经网络（RNN）用于蜂窝移动网络中的异常检测
- 作者：S. M. Abdullah Al Mamun;Mehmet Beyaz
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Anomaly detection;
- Deep Neural Network;
- Cell performance degradation;
- Recurrent Neural Network (RNN);
- Cell diagnostics;
8.Learning Concave-Convex Profiles of Data Transport over Dedicated Connections

机译：通过专用连接学习数据传输的凹凸轮廓
- 作者：Nageswara S. V. Rao;Satyabrata Sen;Zhengchun Liu;Rajkumar Kettimuthu;Ian Foster
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Data transport;
- Throughput profile;
- Concavity-convexity;
- Generalization bounds;
9.Towards a Better Compromise Between Shallow and Deep CNN for Binary Classification Problems of Unstructured Data

机译：针对非结构化数据的二进制分类问题，更好地权衡浅层和深层CNN
- 作者：Khadoudja Ghanem
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Convolutional neural network;
- Deep learning;
- VGG16;
- RESNET50;
- Gender classification;
10.Towards Analysing Cooperative Intelligent Transport System Security Data

机译：面向分析的协作式智能运输系统安全数据
- 作者：Brice Leblanc;Emilien Bourdy;Hacene Fouchal;Cyril de Runz;Secil Ercan
- 会议名称：《International conference on machine learning for networking》 | 2018年
- C-ITS;
- Driving profile;
- Communication data;
- Data analysis;
- Machine learning;
- Clustering;
11.Reinforcement Learning Based Routing Protocols Analysis for Mobile Ad-Hoc Networks Global Routing Versus Local Routing

机译：基于增强学习的移动Ad-Hoc网络路由协议分析全局路由与本地路由
- 作者：Redha Mili;Salim Chikhi
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Reinforcement learning;
- Ad-hoc Network;
- MANETs;
- Energy AODV;
- Q-Learning;
12.Towards a Statistical Approach for User Classification in Twitter

机译：迈向Twitter用户分类的统计方法
- 作者：Kheir Eddine Daouadi;Rim Zghal Rebaie;Ikram Amous
- 会议名称：《International conference on machine learning for networking》 | 2018年
13.Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting

机译：深度神经网络用于众包地缘政治事件预测
- 作者：Giuseppe Nebbione;Derek Doran;Srikanth Nadella;Brandon Minnery
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Event forecasting;
- Deep learning;
- Crowdsourcing;
- Siamese networks;
14.The Comment of BBS: How Investor Sentiment Affects a Share Market of China

机译：BBS评论：投资者情绪如何影响中国股市
- 作者：Xuanlong Weng;Yin Luo;Jianbo Gao;Haishan Feng;Ke Huang
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Investor sentiment;
- Behavioral finance;
- Hurst parameter;
- TextCNN;
15.RILNET: A Reinforcement Learning Based Load Balancing Approach for Datacenter Networks

机译：RILNET：基于增强学习的数据中心网络负载平衡方法
- 作者：Qinliang Lin;Zhibo Gong;Qiaoling Wang;Jinlong Li
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Load balancing;
- Datacenter network;
- Flowlet;
- Reinforcement learning;
- Machine learning;
16.Building a Wide-Area File Transfer Performance Predictor: An Empirical Study

机译：建立广域文件传输性能预测器：一项实证研究
- 作者：Zhengchun Liu;Rajkumar Kettimuthu;Prasanna Balaprakash;Nageswara S. V. Rao;Ian Foster
- 会议名称：《International conference on machine learning for networking》 | 2018年
17.Advanced Hybrid Technique in Detecting Cloud Web Application's Attacks

机译：检测云Web应用程序攻击的高级混合技术
- 作者：Meryem Amar;Mouad Lemoudden;Bouabid El Ouahidi
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Attack-detection;
- Cloud;
- IDS;
- Machine learning;
- Security;
- Similarities;
18.Machine-Learned Classifiers for Protocol Selection on a Shared Network

机译：共享网络上用于协议选择的机器学习分类器
- 作者：Hamidreza Anvari;Jesse Huard;Paul Lu
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Machine-learned classifier;
- Protocol selection;
- Data transfer;
- Wide-area networks;
- High-performance network;
- Fairness;
- Shared network;
19.Common Structures in Resource Management as Driver for Reinforcement Learning: A Survey and Research Tracks

机译：资源管理中的通用结构作为强化学习的驱动力：调查和研究方向
- 作者：Yue Jin;Dimitre Kostadinov;Makram Bouzid;Armen Aghasaryan
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Resource management;
- RL;
- Capacity management;
- Learning through interactions;
20.Inverse Kinematics Using Arduino and Unity for People with Motor Skill Limitations

机译：使用Arduino和Unity进行运动学限制的人的逆运动学
- 作者：Nicolas Viveros Barrera;Octavio Jose Salcedo Parra;Lewys Correa Sanchez
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Arduino;
- Models;
- Unity;
21.A Hybrid Neural Network Approach for Lung Cancer Classification with Gene Expression Dataset and Prior Biological Knowledge

机译：基于基因表达数据集和先验生物学知识的肺癌分类的混合神经网络方法
- 作者：Hasseeb Azzawi;Jingyu Hou;Russul Alanni;Yong Xiang
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Lung cancer;
- Prior biological knowledge;
- Multilayer Perceptron;
- Particle Swarm Optimization;
- Classification;
22.Plant Leaf Disease Detection and Classification Using Particle Swarm Optimization

机译：基于粒子群算法的植物叶片病害检测与分类
- 作者：Rishabh Yadav;Yogesh Kumar Rana;Sushama Nagpal
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Deep convolutional neural network;
- Particle Swarm Optimization;
- AlexNet;
- SVM;
23.Game Theory Model for Intrusion Prevention in Computer Networks

机译：计算机网络中入侵防御的博弈模型
- 作者：Julian Francisco Mojica Sanchez;Octavio Jose Salcedo Parra;Miguel J. Espitia R
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Intrusion prevention system;
- Game theory;
- Vulnerabilities;
24.A Survey: WSN Heterogeneous Architecture Platform for IoT

机译：调查：用于物联网的WSN异构架构平台
- 作者：Naila Bouchemal;Sondes Kallel;Nardjes Bouchemal
- 会议名称：《International conference on machine learning for networking》 | 2018年
- IoT architecture;
- WSN;
- SDN;
25.An IoT Framework for Detecting Movement Within Indoor Environments

机译：用于检测室内环境中运动的物联网框架
- 作者：Kevin Curran;Gary Mansell;Jack Curran
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Movement detection;
- IoT;
- Device Free Passive Localisation;
- Presence detection;
26.A Hybrid Architecture for Cooperative UAV and USV Swarm Vehicles

机译：无人机和USV联合侦察车的混合架构
- 作者：Salima Bella;Assia Belbachir;Ghalem Belalem
- 会议名称：《International conference on machine learning for networking》 | 2018年
- UAV;
- USV;
- Swarm;
- GA;
27.Detecting Suspicious Transactions in IoT Blockchains for Smart Living Spaces

机译：为智能生活空间检测IoT区块链中的可疑交易
- 作者：Mayra Samaniego;Ralph Deters
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Smart space;
- Smart living;
- Distributed ledger;
- Blockchain;
- Malicious transactions;
- Fraud;
- Awareness;
- Metadata;
28.Intelligent ERP Based Multi Agent Systems and Cloud Computing

机译：基于智能ERP的多代理系统和云计算
- 作者：Nardjes Bouchemal;Naila Bouchemal
- 会议名称：《International conference on machine learning for networking》 | 2018年
- Multi agent system;
- Intelligent ERP;
- Cloud computing;
- JADE-Leap;