Special issue published: "Big Data Infrastructure and Deep Learning Applications"

International Journal of Big Data Intelligence 6(3/4) 2019

• A computational Bayesian approach for estimating density functions based on noise-multiplied data
• New algorithms for inferring gene regulatory networks from time-series expression data on Apache Spark
• A scalable system for executing and scoring K-means clustering techniques and its impact on applications in agriculture
• Scalable mining, analysis and visualisation of protein-protein interaction networks
• Optimising NBA player signing strategies based on practical constraints and statistics analytics
• Text visualisation for feature selection in online review analysis
• Network traffic driven storage repair
• DeepSim: cluster level behavioural simulation model for deep learning
• MapReduce-based fuzzy very fast decision tree for constructing prediction intervals
• Real-time event search using social stream for inbound tourist corresponding to place and time
• Two-channel convolutional neural network for facial expression recognition using facial parts
• Efficient clustering techniques on Hadoop and Spark
• A hybrid power management schema for multi-tier data centres
• Predicting hospital length of stay using neural networks
• Towards an automation of the fact-checking in the journalistic web context