國立虎尾科技大學 |

ICT Innovations 2020. Machine Learning and Applications = 12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	ICT Innovations 2020. Machine Learning and Applications/ edited by Vesna Dimitrova, Ivica Dimitrovski.
Reminder of title:	12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings /
other author:	Dimitrova, Vesna.
Description:	XX, 229 p. 72 illus., 48 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Data mining. -
Online resource:	https://doi.org/10.1007/978-3-030-62098-1
ISBN:	9783030620981

ICT Innovations 2020. Machine Learning and Applications = 12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings /
ICT Innovations 2020. Machine Learning and Applications12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings /[electronic resource] :edited by Vesna Dimitrova, Ivica Dimitrovski. - 1st ed. 2020. - XX, 229 p. 72 illus., 48 illus. in color.online resource. - Communications in Computer and Information Science,13161865-0929 ;. - Communications in Computer and Information Science,498.

Temperature dependent initial chemical conditions for WRF-Chem air pollution simulation model -- Smart City Air Pollution Monitoring and Prediction: A Case Study of Skopje -- Cloud Based Personal Health Records Data Exchange in the Age of IoT: The Cross4all Project -- Time series anomaly detection with Variational AutoEncoder using mahalanobis distance -- Towards cleaner environments by automated garbage detection in images -- Fine - grained image classification using transfer learning and context encoding -- Machine Learning and Natural Language Processing: Review of Models and Optimization Problems -- Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles -- Case Study: Predicting Students Objectivity in Self-Evaluation Responses using BertSingle-Label and Multi-Label Fine-Tuned Deep-Learning Models -- Fat Tree Algebraic Formal Modelling applied to Fog Computing -- A Circuit for Flushing Instructions from Reservation Stations -- Parallel programming strategies for computing Walsh spectra of Boolean functions -- Pipelined Serial Register Renaming -- Fast Decoding with Cryptcodes for Burst Errors -- Cybersecurity Platforms Assessment -- Real-Time Monitoring and Assessing Open Government Data: A case study of the Western Balkan Countries -- Analysis of digitalization in healthcare: case study -- Correlating Glucose Regulation with Lipid Profile. .

This book constitutes the refereed proceedings of the 12th International ICT Innovations Conference, ICT Innovations 2020, held in Skopje, North Macedonia, in September 2020. The 12 full papers and 6 short papers presented were carefully reviewed and selected from 60 submissions. The focal point of the volume is machine learning and applications in spheres of business, science and technology.

ISBN: 9783030620981

Standard No.: 10.1007/978-3-030-62098-1doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

ICT Innovations 2020. Machine Learning and Applications = 12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings /
LDR:03350nam a22004095i 4500 001 1022070
003 DE-He213
005 20201029200630.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030620981 $9 978-3-030-62098-1
024 7 $a 10.1007/978-3-030-62098-1 $2 doi
035 $a 978-3-030-62098-1
050 4 $a QA76.9.D343
072 7 $a UNF $2 bicssc
072 7 $a COM021030 $2 bisacsh
072 7 $a UNF $2 thema
072 7 $a UYQE $2 thema
082 0 4 $a 006.312 $2 23
245 1 0 $a ICT Innovations 2020. Machine Learning and Applications $h [electronic resource] : $b 12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings / $c edited by Vesna Dimitrova, Ivica Dimitrovski.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XX, 229 p. 72 illus., 48 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 1316
505 0 $a Temperature dependent initial chemical conditions for WRF-Chem air pollution simulation model -- Smart City Air Pollution Monitoring and Prediction: A Case Study of Skopje -- Cloud Based Personal Health Records Data Exchange in the Age of IoT: The Cross4all Project -- Time series anomaly detection with Variational AutoEncoder using mahalanobis distance -- Towards cleaner environments by automated garbage detection in images -- Fine - grained image classification using transfer learning and context encoding -- Machine Learning and Natural Language Processing: Review of Models and Optimization Problems -- Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles -- Case Study: Predicting Students Objectivity in Self-Evaluation Responses using BertSingle-Label and Multi-Label Fine-Tuned Deep-Learning Models -- Fat Tree Algebraic Formal Modelling applied to Fog Computing -- A Circuit for Flushing Instructions from Reservation Stations -- Parallel programming strategies for computing Walsh spectra of Boolean functions -- Pipelined Serial Register Renaming -- Fast Decoding with Cryptcodes for Burst Errors -- Cybersecurity Platforms Assessment -- Real-Time Monitoring and Assessing Open Government Data: A case study of the Western Balkan Countries -- Analysis of digitalization in healthcare: case study -- Correlating Glucose Regulation with Lipid Profile. .
520 $a This book constitutes the refereed proceedings of the 12th International ICT Innovations Conference, ICT Innovations 2020, held in Skopje, North Macedonia, in September 2020. The 12 full papers and 6 short papers presented were carefully reviewed and selected from 60 submissions. The focal point of the volume is machine learning and applications in spheres of business, science and technology.
650 0 $a Data mining. $3 528622
650 0 $a Artificial intelligence. $3 559380
650 0 $a Application software. $3 528147
650 0 $a Computer communication systems. $3 1115394
650 0 $a Optical data processing. $3 639187
650 1 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Information Systems Applications (incl. Internet). $3 881699
650 2 4 $a Computer Communication Networks. $3 669310
650 2 4 $a Computer Appl. in Social and Behavioral Sciences. $3 669920
650 2 4 $a Image Processing and Computer Vision. $3 670819
700 1 $a Dimitrova, Vesna. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1317757
700 1 $a Dimitrovski, Ivica. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1317758
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030620974
776 0 8 $i Printed edition: $z 9783030620998
830 0 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 498 $3 1253583
856 4 0 $u https://doi.org/10.1007/978-3-030-62098-1
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)