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ICT Innovations 2019. Big Data Processing and Mining = 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	ICT Innovations 2019. Big Data Processing and Mining/ edited by Sonja Gievska, Gjorgji Madjarov.
Reminder of title:	11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings /
other author:	Gievska, Sonja.
Description:	XX, 225 p. 89 illus., 69 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Data mining. -
Online resource:	https://doi.org/10.1007/978-3-030-33110-8
ISBN:	9783030331108

ICT Innovations 2019. Big Data Processing and Mining = 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings /
ICT Innovations 2019. Big Data Processing and Mining11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings /[electronic resource] :edited by Sonja Gievska, Gjorgji Madjarov. - 1st ed. 2019. - XX, 225 p. 89 illus., 69 illus. in color.online resource. - Communications in Computer and Information Science,11101865-0929 ;. - Communications in Computer and Information Science,498.

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.

This book constitutes the refereed proceedings of the 11th International ICT Innovations Conference, ICT Innovations 2019, held in Ohrid, Macedonia, in October 2019. The 18 full papers presented were carefully reviewed and selected from 75 submissions. They cover the following topics: sensor applications and deployments, embedded and cyber-physical systems, robotics, network architectures, cloud computing, software infrastructure, software creation and management, models of computation, computational complexity and cryptography, design and analysis of algorithms, mathematical optimization, probability and statistics, data management systems, data mining, human computer interaction (HCI), artificial intelligence, machine learning, life and medical sciences, health care information systems, bioinformatics.

ISBN: 9783030331108

Standard No.: 10.1007/978-3-030-33110-8doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

ICT Innovations 2019. Big Data Processing and Mining = 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings /
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