rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: ICT Innovations 2019. Big Data Processing and Mining
    sub title: 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17-19, 2019, Proceedings
  name:
    name part: Gievska, Sonja.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: Madjarov, Gjorgji.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2019
    edition: 1st ed. 2019.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XX, 225 p. 89 illus., 69 illus. in color. online resource.
  abstract: 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.
  table of contents: 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.
  note: edited by Sonja Gievska, Gjorgji Madjarov.
  subject:
    topic: Data mining
  subject:
    topic: Artificial intelligence
  subject:
    topic: Information storage and retrieval
  subject:
    topic: Application software
  subject:
    topic: Computer communication systems
  subject:
    topic: Data Mining and Knowledge Discovery
  subject:
    topic: Artificial Intelligence
  subject:
    topic: Information Storage and Retrieval
  subject:
    topic: Information Systems Applications (incl. Internet)
  subject:
    topic: Computer Appl. in Social and Behavioral Sciences
  subject:
    topic: Computer Communication Networks
  classification: QA76.9.D343
  classification: 006.312
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Communications in Computer and Information Science, 1110
  identifier: 9783030331108
  identifier: https://doi.org/10.1007/978-3-030-33110-8
  record info:
    record creation date: 191014
    record change date: 20191027033329.0
    record identifier: 978-3-030-33110-8