Description: ICT Innovations 2019. Big Data Processing and Mining by Sonja Gievska, Gjorgji Madjarov 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. FORMAT Paperback LANGUAGE English CONDITION Brand New Table of Contents Automatic Text Generation in Macedonian using Recurrent Neural Networks.- Detection of toy soldiers taken from a birds 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 Algorithmby Using Polygonal and Gaussian Membership Functions.- A Study of Dierent 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 nancial 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. Details ISBN3030331091 Author Gjorgji Madjarov ISBN-10 3030331091 ISBN-13 9783030331092 Format Paperback Pages 225 Year 2019 Publication Date 2019-10-15 Short Title ICT Innovations 2019. Big Data Processing and Mining Language English Series Number 1110 UK Release Date 2019-10-15 Edition 1st Imprint Springer Nature Switzerland AG Place of Publication Cham Country of Publication Switzerland Illustrations 69 Illustrations, color; 20 Illustrations, black and white; XX, 225 p. 89 illus., 69 illus. in color. Publisher Springer Nature Switzerland AG Edition Description 1st ed. 2019 Series Communications in Computer and Information Science Subtitle 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings Edited by Gjorgji Madjarov DEWEY 006.312 Audience Professional & Vocational We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:144011235;
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ISBN-13: 9783030331092
Book Title: ICT Innovations 2019. Big Data Processing and Mining
Number of Pages: 225 Pages
Language: English
Publication Name: ICT Innovations 2019. Big Data Processing and Mining: 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17-19, 2019, Proceedings
Publisher: Springer Nature Switzerland Ag
Publication Year: 2019
Subject: Computer Science
Item Height: 235 mm
Item Weight: 385 g
Type: Textbook
Author: Gjorgji Madjarov, Sonja Gievska
Item Width: 155 mm
Format: Paperback