國立虎尾科技大學 |

Machine Learning and Principles and Practice of Knowledge Discovery in Databases = International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Machine Learning and Principles and Practice of Knowledge Discovery in Databases/ edited by Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastian Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça.
其他題名:	International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I /
其他作者:	Graça, Guilherme.
面頁冊數:	XXV, 882 p. 282 illus., 236 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Software Engineering. -
電子資源:	https://doi.org/10.1007/978-3-030-93736-2
ISBN:	9783030937362

Machine Learning and Principles and Practice of Knowledge Discovery in Databases = International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I /
Machine Learning and Principles and Practice of Knowledge Discovery in DatabasesInternational Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I /[electronic resource] :edited by Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastian Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça. - 1st ed. 2021. - XXV, 882 p. 282 illus., 236 illus. in color.online resource. - Communications in Computer and Information Science,15241865-0937 ;. - Communications in Computer and Information Science,498.

Advances in Interpretable Machine Learning and Artificial Intelligence -- Parallel, Distributed, and Federated Learning -- Graph Embedding and Mining -- Machine Learning for Irregular Time Series -- IoT, Edge, and Mobile for Embedded Machine Learning -- eXplainable Knowledge Discovery in Data Mining -- Bias and Fairness in AI -- International Workshop on Active Inference. .

This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops: Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021) Workshop on Parallel, Distributed and Federated Learning (PDFL 2021) Workshop on Graph Embedding and Mining (GEM 2021) Workshop on Machine Learning for Irregular Time-series (ML4ITS 2021) Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2021) Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2021) Workshop on Bias and Fairness in AI (BIAS 2021) Workshop on Workshop on Active Inference (IWAI 2021) Workshop on Machine Learning for Cybersecurity (MLCS 2021) Workshop on Machine Learning in Software Engineering (MLiSE 2021) Workshop on MIning Data for financial applications (MIDAS 2021) Sixth Workshop on Data Science for Social Good (SoGood 2021) Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2021) Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020) Workshop on Machine Learning for Buildings Energy Management (MLBEM 2021).

ISBN: 9783030937362

Standard No.: 10.1007/978-3-030-93736-2doiSubjects--Topical Terms:

669632
Software Engineering.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Machine Learning and Principles and Practice of Knowledge Discovery in Databases = International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I /
LDR:04415nam a22004095i 4500 001 1059383
003 DE-He213
005 20220217214231.0
007 cr nn 008mamaa
008 220414s2021 sz | s |||| 0|eng d
020 $a 9783030937362 $9 978-3-030-93736-2
024 7 $a 10.1007/978-3-030-93736-2 $2 doi
035 $a 978-3-030-93736-2
050 4 $a Q334-342
050 4 $a TA347.A78
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Machine Learning and Principles and Practice of Knowledge Discovery in Databases $h [electronic resource] : $b International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I / $c edited by Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastian Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a XXV, 882 p. 282 illus., 236 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 1865-0937 ; $v 1524
505 0 $a Advances in Interpretable Machine Learning and Artificial Intelligence -- Parallel, Distributed, and Federated Learning -- Graph Embedding and Mining -- Machine Learning for Irregular Time Series -- IoT, Edge, and Mobile for Embedded Machine Learning -- eXplainable Knowledge Discovery in Data Mining -- Bias and Fairness in AI -- International Workshop on Active Inference. .
520 $a This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops: Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021) Workshop on Parallel, Distributed and Federated Learning (PDFL 2021) Workshop on Graph Embedding and Mining (GEM 2021) Workshop on Machine Learning for Irregular Time-series (ML4ITS 2021) Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2021) Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2021) Workshop on Bias and Fairness in AI (BIAS 2021) Workshop on Workshop on Active Inference (IWAI 2021) Workshop on Machine Learning for Cybersecurity (MLCS 2021) Workshop on Machine Learning in Software Engineering (MLiSE 2021) Workshop on MIning Data for financial applications (MIDAS 2021) Sixth Workshop on Data Science for Social Good (SoGood 2021) Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2021) Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020) Workshop on Machine Learning for Buildings Energy Management (MLBEM 2021).
650 2 4 $a Software Engineering. $3 669632
650 2 4 $a Mathematics of Computing. $3 669457
650 2 4 $a Computers and Education. $3 669806
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 1365738
650 2 4 $a Computer Engineering and Networks. $3 1365733
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Software engineering. $3 562952
650 0 $a Computer science—Mathematics. $3 1253519
650 0 $a Education—Data processing. $3 1253610
650 0 $a Social sciences—Data processing. $3 1280453
650 0 $a Computer networks . $3 1365720
650 0 $a Computer engineering. $3 569006
650 0 $a Artificial intelligence. $3 559380
700 1 $a Graça, Guilherme. $e editor. $1 https://orcid.org/0000-0002-8643-1180 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366098
700 1 $a Sechidis, Konstantinos. $e editor. $1 https://orcid.org/0000-0001-6582-7453 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366097
700 1 $a Saldana Miranda, Diego. $e editor. $1 https://orcid.org/0000-0001-7840-402X $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366096
700 1 $a Roqueiro, Damian. $e editor. $1 https://orcid.org/0000-0002-9195-5915 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366095
700 1 $a Richiardi, Jonas. $e editor. $1 https://orcid.org/0000-0002-6975-5634 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366094
700 1 $a Ghazaleh, Naghmeh. $e editor. $1 https://orcid.org/0000-0002-5078-7281 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366093
700 1 $a Cooper, Lee. $e editor. $1 https://orcid.org/0000-0002-3504-4965 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366092
700 1 $a Gavaldà, Ricard. $e editor. $1 https://orcid.org/0000-0003-4736-7179 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310236
700 1 $a Gama, João. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1253842
700 1 $a Ribeiro, Rita. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1254379
700 1 $a Severini, Lorenzo. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1356591
700 1 $a Ponti, Giovanni. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1319182
700 1 $a Gullo, Francesco. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310096
700 1 $a Ferretti, Andrea. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310095
700 1 $a Bordino, Ilaria. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310094
700 1 $a Bitetta, Valerio. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310093
700 1 $a Zhou, Min. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1201005
700 1 $a Sun, Meng. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1210263
700 1 $a Ventura, Sebastian. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1110013
700 1 $a Nawaz, M. Saqib. $e editor. $1 https://orcid.org/0000-0001-9856-2885 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366091
700 1 $a Fournier-Viger, Philippe. $e editor. $1 https://orcid.org/0000-0002-7680-9899 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1307212
700 1 $a Medeiros, Ibéria. $e editor. $1 https://orcid.org/0000-0003-4478-8680 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328391
700 1 $a Malerba, Donato. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1273784
700 1 $a Andresini, Giuseppina. $e editor. $1 https://orcid.org/0000-0002-5272-644X $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366090
700 1 $a Ferreira, Pedro M. $e editor. $1 https://orcid.org/0000-0003-2369-0115 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1281672
700 1 $a Verbelen, Tim. $e editor. $1 https://orcid.org/0000-0003-2731-7262 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1327925
700 1 $a Ramstead, Maxwell. $e editor. $1 https://orcid.org/0000-0002-1477-8177 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366089
700 1 $a Lanillos, Pablo. $e editor. $1 https://orcid.org/0000-0001-9154-0798 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1327926
700 1 $a Cialfi, Daniela. $e editor. $1 https://orcid.org/0000-0001-8953-062X $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366088
700 1 $a Buckley, Christopher. $e editor. $1 https://orcid.org/0000-0002-8551-9121 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366087
700 1 $a Rosenhahn, Bodo. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 677081
700 1 $a Pechenizkiy, Mykola. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1071462
700 1 $a Ntoutsi, Eirini. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328392
700 1 $a Biecek, Przemyslaw. $e editor. $1 https://orcid.org/0000-0001-8423-1823 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328393
700 1 $a Rinzivillo, Salvatore. $e editor. $1 https://orcid.org/0000-0003-4404-4147 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328394
700 1 $a Monreale, Anna. $e editor. $1 https://orcid.org/0000-0001-8541-0284 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1306440
700 1 $a Guidotti, Riccardo. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1197115
700 1 $a Schindler, Günther. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366086
700 1 $a Fröning, Holger. $e editor. $1 https://orcid.org/0000-0001-9562-0680 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328235
700 1 $a Blott, Michaela. $e editor. $1 https://orcid.org/0000-0002-7833-4057 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328238
700 1 $a Pernkopf, Franz. $e editor. $1 https://orcid.org/0000-0002-6356-3367 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328236
700 1 $a Schiele, Gregor. $e editor. $1 https://orcid.org/0000-0003-4266-4828 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328237
700 1 $a Gallicchio, Claudio. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366085
700 1 $a Aune, Erlend. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366084
700 1 $a Ruocco, Massimiliano. $e editor. $1 https://orcid.org/0000-0001-7038-5362 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1304278
700 1 $a Welke, Pascal. $e editor. $1 https://orcid.org/0000-0002-2123-3781 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366083
700 1 $a Viard, Tiphaine. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366082
700 1 $a Lijffijt, Jefrey. $e editor. $1 https://orcid.org/0000-0002-2930-5057 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1349327
700 1 $a Largeron, Christine. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1301245
700 1 $a Kang, Bo. $e editor. $1 https://orcid.org/0000-0002-9895-9927 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366081
700 1 $a Krishnamurthy, Yamuna. $e editor. $1 https://orcid.org/0000-0001-6348-6755 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1306443
700 1 $a Adilova, Linara. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328390
700 1 $a Oramas, José. $e editor. $1 https://orcid.org/0000-0002-8607-5067 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366080
700 1 $a Galárraga, Luis. $e editor. $1 https://orcid.org/0000-0002-0241-5379 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366079
700 1 $a Frénay, Benoît. $e editor. $1 https://orcid.org/0000-0002-7859-2750 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366078
700 1 $a Bouadi, Tassadit. $e editor. $1 https://orcid.org/0000-0002-6028-4450 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366077
700 1 $a Bibal, Adrien. $e editor. $1 https://orcid.org/0000-0002-8650-8635 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1366076
700 1 $a Koprinska, Irena. $e editor. $1 https://orcid.org/0000-0001-9479-4187 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1310237
700 1 $a Kamp, Michael. $e editor. $1 https://orcid.org/0000-0001-6231-0694 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1306442
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030937355
776 0 8 $i Printed edition: $z 9783030937379
830 0 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 498 $3 1253583
856 4 0 $u https://doi.org/10.1007/978-3-030-93736-2
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)