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020 _a9783030331108
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024 7 _a10.1007/978-3-030-33110-8
_2doi
050 4 _aQA76.9.D343
072 7 _aUNF
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072 7 _aUYQE
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082 0 4 _a006.312
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245 1 0 _aICT Innovations 2019. Big Data Processing and Mining
_h[electronic resource] :
_b11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings /
_cedited by Sonja Gievska, Gjorgji Madjarov.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aXX, 225 p. 89 illus., 69 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1110
505 0 _aAutomatic 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.
520 _aThis 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.
650 0 _aData mining.
650 0 _aArtificial intelligence.
650 0 _aInformation storage and retrieval systems.
650 0 _aApplication software.
650 0 _aSocial sciences
_xData processing.
650 0 _aComputer networks .
650 1 4 _aData Mining and Knowledge Discovery.
650 2 4 _aArtificial Intelligence.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
650 2 4 _aComputer Communication Networks.
700 1 _aGievska, Sonja.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMadjarov, Gjorgji.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030331092
776 0 8 _iPrinted edition:
_z9783030331115
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1110
856 4 0 _uhttps://doi.org/10.1007/978-3-030-33110-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
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