Automatic Fault Detection and Diagnosis in Cellular Networks and Beyond 5G: Intelligent Network Management

NEWTR: a multipath routing for next hop destination in internet of things with artificial recurrent neural network (RNN)

(2022) A. C. Sumathi et al.   International Journal of Machine Learning and Cybernetics

Bayesian and Non-Bayesian Estimation of the Nadaraj ah–Haghighi Distribution: Using Progressive Type-1 Censoring Scheme

(2022) Ibrahim Elbatal et al.   Mathematics

Automated identification of network anomalies and their causes with interpretable machine learning: The CIAN methodology and TTrees implementation

(2022) Mohamed Moulay et al.   COMPUTER COMMUNICATIONS

Signal Quality Assessment of Compressively Sensed Electrocardiogram

(2022) Mohamed Abdelazez et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

An interpretable knowledge-based decision support system and its applications in pregnancy diagnosis

(2021) Kehui Song et al.   KNOWLEDGE-BASED SYSTEMS

Improving the Efficiency of Customer's Credit Rating with Machine Learning in Big Data Cloud Computing

(2021) Amir Javadpour et al.   WIRELESS PERSONAL COMMUNICATIONS

Comprehensive survey on self-organizing cellular network approaches applied to 5G networks

(2021) Hasna Fourati et al.   Computer Networks

Detecting straggler MapReduce tasks in big data processing infrastructure by neural network

(2020) Amir Javadpour et al.   JOURNAL OF SUPERCOMPUTING

Automatic alarm prioritization by data mining for fault management in cellular networks

(2020) Antonio J. García et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey on cellular-connected UAVs: Design challenges, enabling 5G/B5G innovations, and experimental advancements

(2020) Debashisha Mishra et al.   Computer Networks

RAPTAP: a socio-inspired approach to resource allocation and interference management in dense small cells

(2020) Vanlin Sathya et al.   WIRELESS NETWORKS

Fault diagnosis based on extremely randomized trees in wireless sensor networks

(2020) Umer Saeed et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Self-Healing in Emerging Cellular Networks: Review, Challenges and Research Directions

(2018) Ahmad Asghar et al.   IEEE Communications Surveys and Tutorials

Optimization Research of Decision Support System Based on Data Mining Algorithm

(2018) Yuhua Peng et al.   WIRELESS PERSONAL COMMUNICATIONS

Condition Monitoring and Fault Diagnosis of Wind Turbines Gearbox Bearing Temperature Based on Kolmogorov-Smirnov Test and Convolutional Neural Network Model

(2018) Peng Guo et al.   Energies

An Automatic Detection and Diagnosis Framework for Mobile Communication Systems

(2012) Peter Szilagyi et al.   IEEE Transactions on Network and Service Management

Knowledge acquisition for diagnosis model in wireless networks

(2008) Raquel Barco et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated Diagnosis for UMTS Networks Using Bayesian Network Approach

(2008) R.M. Khanafer et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Automatic diagnosis of mobile communication networks under imprecise parameters

(2007) Raquel Barco et al.   EXPERT SYSTEMS WITH APPLICATIONS