Ict Innovations 2019. Big Data Processing and Mining: 11th International Conference, Ict Innovations 2019, Ohrid, North Macedonia, October 17-19, 2019

ISBN-13: 9783030331092 / Angielski / Miękka / 2019 / 225 str.

Sonja Gievska; Gjorgji Madjarov

Spis treści

Automatic Text Generation in Macedonian using Recurrent Neural Networks.- Detection of toy soldiers taken from a bird’s perspective using convolutional neural networks.- Multidimensional sensor data prediction.- Improvement of the Binary Varshamov Bound.- Electrical Energy Consumption Prediction using Machine Learning.- Diatom Ecological Modelling with Weighted Pattern Tree Algorithm

by Using Polygonal and Gaussian Membership Functions.- A Study of Different Models for Subreddit Recommendation Based on User-Community Interaction.- Application of hierarchical Bayesian model in ophtalmological study.- Friendship paradox and hashtag embedding in the Instagram social network.- An In-depth Analysis of Personality Prediction.- Ski injury predictions with explanations.- Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis.- A hybrid model for financial portfolio optimization based on LS-SVM and a clustering algorithm.- Protein Secondary Structure Graphs as Predictors for Protein Function.- Exploring the Attention Mechanism in Deep Models: A Case Study on Sentiment Analysis.- Image Augmentation with Neural Style Transfer.