國立虎尾科技大學 |

Advances in Computational Intelligence = 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advances in Computational Intelligence/ edited by Ignacio Rojas, Gonzalo Joya, Andreu Catala.
其他題名:	15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I /
其他作者:	Rojas, Ignacio.
面頁冊數:	XXX, 940 p. 394 illus., 262 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Bioinformatics. -
電子資源:	https://doi.org/10.1007/978-3-030-20521-8
ISBN:	9783030205218

Advances in Computational Intelligence = 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I /
Advances in Computational Intelligence15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I /[electronic resource] :edited by Ignacio Rojas, Gonzalo Joya, Andreu Catala. - 1st ed. 2019. - XXX, 940 p. 394 illus., 262 illus. in color.online resource. - Theoretical Computer Science and General Issues ;11506. - Theoretical Computer Science and General Issues ;9163.

Machine learning in weather observation and forecasting -- Computational intelligence methods for time series -- Human activity recognition -- New and future tendencies in brain-computer interface systems -- Random-weights neural networks -- Pattern recognition -- Deep learning and natural language processing -- Software testing and intelligent systems -- Data-driven intelligent transportation systems -- Deep learning models in healthcare and biomedicine.

This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.

ISBN: 9783030205218

Standard No.: 10.1007/978-3-030-20521-8doiSubjects--Topical Terms:

583857
Bioinformatics.

LC Class. No.: QH324.2-324.25

Dewey Class. No.: 570.285

Advances in Computational Intelligence = 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I /
LDR:03321nam a22004215i 4500 001 1013028
003 DE-He213
005 20200705091656.0
007 cr nn 008mamaa
008 210106s2019 gw | s |||| 0|eng d
020 $a 9783030205218 $9 978-3-030-20521-8
024 7 $a 10.1007/978-3-030-20521-8 $2 doi
035 $a 978-3-030-20521-8
050 4 $a QH324.2-324.25
072 7 $a PSA $2 bicssc
072 7 $a COM014000 $2 bisacsh
072 7 $a PSA $2 thema
072 7 $a UB $2 thema
082 0 4 $a 570.285 $2 23
245 1 0 $a Advances in Computational Intelligence $h [electronic resource] : $b 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I / $c edited by Ignacio Rojas, Gonzalo Joya, Andreu Catala.
250 $a 1st ed. 2019.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a XXX, 940 p. 394 illus., 262 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 Theoretical Computer Science and General Issues ; $v 11506
505 0 $a Machine learning in weather observation and forecasting -- Computational intelligence methods for time series -- Human activity recognition -- New and future tendencies in brain-computer interface systems -- Random-weights neural networks -- Pattern recognition -- Deep learning and natural language processing -- Software testing and intelligent systems -- Data-driven intelligent transportation systems -- Deep learning models in healthcare and biomedicine.
520 $a This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.
650 0 $a Bioinformatics. $3 583857
650 0 $a Artificial intelligence. $3 559380
650 0 $a Optical data processing. $3 639187
650 0 $a Computer communication systems. $3 1115394
650 0 $a Algorithms. $3 527865
650 0 $a Computer security. $3 557122
650 1 4 $a Computational Biology/Bioinformatics. $3 677363
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Image Processing and Computer Vision. $3 670819
650 2 4 $a Computer Communication Networks. $3 669310
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 593923
650 2 4 $a Systems and Data Security. $3 677062
700 1 $a Rojas, Ignacio. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 787797
700 1 $a Joya, Gonzalo. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 787798
700 1 $a Catala, Andreu. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1226468
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030205201
776 0 8 $i Printed edition: $z 9783030205225
830 0 $a Theoretical Computer Science and General Issues ; $v 9163 $3 1253524
856 4 0 $u https://doi.org/10.1007/978-3-030-20521-8
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)