Assessment of Deep Learning Methodology for Self-Organizing 5G Networks

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Deep Learning Algorithm of Neural Network for the Parameterization of Typhoon-Ocean Feedback in Typhoon Forecast Models

(2018) Guo-Qing Jiang et al.   GEOPHYSICAL RESEARCH LETTERS

On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control

(2018) Fengxiao Tang et al.   IEEE WIRELESS COMMUNICATIONS

From 4G to 5G: Self-organized network management meets machine learning

(2018) Jessica Moysen et al.   COMPUTER COMMUNICATIONS

Deep Learning Based Transmit Power Control in Underlaid Device-to-Device Communication

(2018) Woongsup Lee et al.   IEEE Systems Journal

A Survey of Machine Learning Techniques Applied to Self-Organizing Cellular Networks

(2017) Paulo Valente Klaine et al.   IEEE Communications Surveys and Tutorials

Intelligent 5G: When Cellular Networks Meet Artificial Intelligence

(2017) Rongpeng Li et al.   IEEE WIRELESS COMMUNICATIONS

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

(2017) Xiaolei Ma et al.   SENSORS

Deep learning for short-term traffic flow prediction

(2017) Nicholas G. Polson et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Deep learning in bioinformatics

(2016) Seonwoo Min et al.   BRIEFINGS IN BIOINFORMATICS

A Neural Network for Quality of Experience Estimation in Mobile Communications

(2016) Laura Pierucci et al.   IEEE MULTIMEDIA

A Cell Outage Management Framework for Dense Heterogeneous Networks

(2016) Oluwakayode Onireti et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A collaborative framework for intrusion detection in mobile networks

(2015) Mauro Andreolini et al.   INFORMATION SCIENCES

Five disruptive technology directions for 5G

(2014) Federico Boccardi et al.   IEEE COMMUNICATIONS MAGAZINE

What Will 5G Be?

(2014) Jeffrey G. Andrews et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Challenges in 5G: how to empower SON with big data for enabling 5G

(2014) Ali Imran et al.   IEEE NETWORK