Machine learning for networking : first International Conference, MLN 2018, Paris, France, November 27-29, 2018, Revised selected papers /: first International Conference, MLN 2018, Paris, France, November 27-29, 2018, Revised selected papers. (2019)

• Record Type: Book
• Other Titles: MLN 2018
• Further Information: Note: Éric Renault, Paul Mühlethaler, Selma Boumerdassi (eds.).
• Editors: Renault, Eric; Mühlethaler, Paul; Boumerdassi, Selma
• Other Names: MLN (Conference), 1st
• Contents: Learning Concave-Convex Profiles of Data Transport Over Dedicated Connections.- Towards Analyzing C-ITS Security Data.- Towards a Statistical Approach for User Classification in Twitter.- RILNET: A Reinforcement Learning Based Load Balancing Approach for Datacenter Networks.- Building a Wide-Area File Transfer Performance Predictor: An Empirical Study.- Advanced Hybrid Technique in Detecting Cloud Web Application's Attacks.- Machine-Learned Classifiers for Protocol Selection on a Shared Network.- Common Structures in Resource Management as Driver for Reinforcement Learning: a Survey and Research Tracks.- Inverse Kinematics Using Arduino and Unity for People with Motor Skill Limitations.- Delmu: A Deep Learning Approach to Maximizing the Utility of Virtualised Millimetre-Wave Backhauls.- Malware Detection System Based on an In-depth Analysis of the Portable Executable Headers.- DNS Traffic Forecasting Using Deep Neural Networks.- Energy-Based Connected Dominating Set for Data Aggregation for Intelligent Wireless Sensor Networks.- Touchless Recognition of Hand Gesture Digits and English Characters Using Convolutional Neural Networks.- LSTM Recurrent Neural Network for Anomaly Detection in Cellular Mobile Networks.- Towards a Better Compromise Between Shallow and Deep CNN for Binary Classification Problems of Unstructured Data.- Reinforcement Learning Based Routing Protocols Analysis for Mobile Ad-Hoc Networks.- Deep Neural Ranking for Crowdsourced Geopolitical Event Forecasting.- The Comment of BBS: How Investor Sentiment Affects a Share Market of China.- A Hybrid Neural Network Approach for Lung Cancer Classification with Gene Expression Dataset and Prior Biological Knowledge.- Plant Leaf Disease Detection and Classification Using Particle Swarm Optimization.- A Game Theory Approach for Intrusion Prevention Systems.- WSN Heterogeneous Architecture Platform for IoT.- An IoT Framework for Detecting Movement Within Indoor Environments.- A Hybrid Architecture for Cooperative UAV and USV Swarm Vehicles.- Detecting Suspicious Transactions in Smart Living Spaces.- Intelligent ERP Based Multi Agent Systems and Cloud Computing.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xiii, 388 pages), illustrations (some color)
• Subjects: 006.3/1; Machine learning -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030199456; 3030199452
• Related ISBNs: 9783030199449
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed June 13, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.