ICT Innovations 2019. Big Data Processing and Mining

Chapter 1 Automatic Text Generation in Macedonian Using Recurrent Neural Networks

Chapter 2 Detection of Toy Soldiers Taken from a Bird’s Perspective Using Convolutional Neural Networks

Chapter 3 Prediction of Student Success Through Analysis of Moodle Logs: Case Study

Chapter 4 Multidimensional Sensor Data Prediction

Chapter 5 Five Years Later: How Effective Is the MAC Randomization in Practice? The No-at-All Attack

Chapter 6 Improvement of the Binary Varshamov Bound

Chapter 7 Electrical Energy Consumption Prediction Using Machine Learning

Chapter 8 Diatom Ecological Modelling with Weighted Pattern Tree Algorithm by Using Polygonal and Gaussian Membership Functions

Chapter 9 A Study of Different Models for Subreddit Recommendation Based on User-Community Interaction

Chapter 10 Application of Hierarchical Bayesian Model in Ophtalmological Study

Chapter 11 Friendship Paradox and Hashtag Embedding in the Instagram Social Network

Chapter 12 An In-Depth Analysis of Personality Prediction

Chapter 13 Ski Injury Predictions with Explanations

Chapter 14 Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis

Chapter 15 A Hybrid Model for Financial Portfolio Optimization Based on LS-SVM and a Clustering Algorithm

Chapter 17 Exploring the Attention Mechanism in Deep Models: A Case Study on Sentiment Analysis

Chapter 18 Image Augmentation with Neural Style Transfer