소장자료
LDR | 13643nam a22012975i 4500 | ||
001 | 0100737981▲ | ||
003 | DE-He213▲ | ||
005 | 20231004171650▲ | ||
007 | cr nn 008mamaa▲ | ||
008 | 220217s2021 sz | s |||| 0|eng d▲ | ||
020 | ▼a9783030937362▼9978-3-030-93736-2▲ | ||
024 | 7 | ▼a10.1007/978-3-030-93736-2▼2doi▲ | |
050 | 4 | ▼aQ334-342▲ | |
050 | 4 | ▼aTA347.A78▲ | |
082 | 0 | 4 | ▼a006.3▼223▲ |
245 | 1 | 0 | ▼aMachine Learning and Principles and Practice of Knowledge Discovery in Databases▼h[electronic resource] :▼bInternational Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I /▼cedited 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 | ▼a1st ed. 2021.▲ | ||
264 | 1 | ▼aCham :▼bSpringer International Publishing :▼bImprint: Springer,▼c2021.▲ | |
300 | ▼aXXV, 882 p. 282 illus., 236 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 ;▼v1524▲ | |
505 | 0 | ▼aAdvances 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 | ▼aThis 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 | 0 | ▼aArtificial intelligence.▲ | |
650 | 0 | ▼aComputer engineering.▲ | |
650 | 0 | ▼aComputer networks .▲ | |
650 | 0 | ▼aSocial sciences—Data processing.▲ | |
650 | 0 | ▼aEducation—Data processing.▲ | |
650 | 0 | ▼aComputer science—Mathematics.▲ | |
650 | 0 | ▼aSoftware engineering.▲ | |
650 | 1 | 4 | ▼aArtificial Intelligence.▲ |
650 | 2 | 4 | ▼aComputer Engineering and Networks.▲ |
650 | 2 | 4 | ▼aComputer Application in Social and Behavioral Sciences.▲ |
650 | 2 | 4 | ▼aComputers and Education.▲ |
650 | 2 | 4 | ▼aMathematics of Computing.▲ |
650 | 2 | 4 | ▼aSoftware Engineering.▲ |
700 | 1 | ▼aKamp, Michael.▼eeditor.▼0(orcid)0000-0001-6231-0694▼1https://orcid.org/0000-0001-6231-0694▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aKoprinska, Irena.▼eeditor.▼0(orcid)0000-0001-9479-4187▼1https://orcid.org/0000-0001-9479-4187▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBibal, Adrien.▼eeditor.▼0(orcid)0000-0002-8650-8635▼1https://orcid.org/0000-0002-8650-8635▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBouadi, Tassadit.▼eeditor.▼0(orcid)0000-0002-6028-4450▼1https://orcid.org/0000-0002-6028-4450▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aFrénay, Benoît.▼eeditor.▼0(orcid)0000-0002-7859-2750▼1https://orcid.org/0000-0002-7859-2750▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGalárraga, Luis.▼eeditor.▼0(orcid)0000-0002-0241-5379▼1https://orcid.org/0000-0002-0241-5379▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aOramas, José.▼eeditor.▼0(orcid)0000-0002-8607-5067▼1https://orcid.org/0000-0002-8607-5067▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aAdilova, Linara.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aKrishnamurthy, Yamuna.▼eeditor.▼0(orcid)0000-0001-6348-6755▼1https://orcid.org/0000-0001-6348-6755▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aKang, Bo.▼eeditor.▼0(orcid)0000-0002-9895-9927▼1https://orcid.org/0000-0002-9895-9927▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aLargeron, Christine.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aLijffijt, Jefrey.▼eeditor.▼0(orcid)0000-0002-2930-5057▼1https://orcid.org/0000-0002-2930-5057▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aViard, Tiphaine.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aWelke, Pascal.▼eeditor.▼0(orcid)0000-0002-2123-3781▼1https://orcid.org/0000-0002-2123-3781▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRuocco, Massimiliano.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aAune, Erlend.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGallicchio, Claudio.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSchiele, Gregor.▼eeditor.▼0(orcid)0000-0003-4266-4828▼1https://orcid.org/0000-0003-4266-4828▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aPernkopf, Franz.▼eeditor.▼0(orcid)0000-0002-6356-3367▼1https://orcid.org/0000-0002-6356-3367▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBlott, Michaela.▼eeditor.▼0(orcid)0000-0002-7833-4057▼1https://orcid.org/0000-0002-7833-4057▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aFröning, Holger.▼eeditor.▼0(orcid)0000-0001-9562-0680▼1https://orcid.org/0000-0001-9562-0680▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSchindler, Günther.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGuidotti, Riccardo.▼eeditor.▼0(orcid)0000-0002-2827-7613▼1https://orcid.org/0000-0002-2827-7613▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aMonreale, Anna.▼eeditor.▼0(orcid)0000-0001-8541-0284▼1https://orcid.org/0000-0001-8541-0284▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRinzivillo, Salvatore.▼eeditor.▼0(orcid)0000-0003-4404-4147▼1https://orcid.org/0000-0003-4404-4147▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBiecek, Przemyslaw.▼eeditor.▼0(orcid)0000-0001-8423-1823▼1https://orcid.org/0000-0001-8423-1823▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aNtoutsi, Eirini.▼eeditor.▼0(orcid)0000-0001-5729-1003▼1https://orcid.org/0000-0001-5729-1003▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aPechenizkiy, Mykola.▼eeditor.▼0(orcid)0000-0003-4955-0743▼1https://orcid.org/0000-0003-4955-0743▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRosenhahn, Bodo.▼eeditor.▼0(orcid)0000-0003-3861-1424▼1https://orcid.org/0000-0003-3861-1424▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBuckley, Christopher.▼eeditor.▼0(orcid)0000-0002-8551-9121▼1https://orcid.org/0000-0002-8551-9121▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aCialfi, Daniela.▼eeditor.▼0(orcid)0000-0001-8953-062X▼1https://orcid.org/0000-0001-8953-062X▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aLanillos, Pablo.▼eeditor.▼0(orcid)0000-0001-9154-0798▼1https://orcid.org/0000-0001-9154-0798▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRamstead, Maxwell.▼eeditor.▼0(orcid)0000-0002-1477-8177▼1https://orcid.org/0000-0002-1477-8177▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aVerbelen, Tim.▼eeditor.▼0(orcid)0000-0003-2731-7262▼1https://orcid.org/0000-0003-2731-7262▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aFerreira, Pedro M.▼eeditor.▼0(orcid)0000-0003-2369-0115▼1https://orcid.org/0000-0003-2369-0115▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aAndresini, Giuseppina.▼eeditor.▼0(orcid)0000-0002-5272-644X▼1https://orcid.org/0000-0002-5272-644X▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aMalerba, Donato.▼eeditor.▼0(orcid)0000-0001-8432-4608▼1https://orcid.org/0000-0001-8432-4608▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aMedeiros, Ibéria.▼eeditor.▼0(orcid)0000-0003-4478-8680▼1https://orcid.org/0000-0003-4478-8680▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aFournier-Viger, Philippe.▼eeditor.▼0(orcid)0000-0002-7680-9899▼1https://orcid.org/0000-0002-7680-9899▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aNawaz, M. Saqib.▼eeditor.▼0(orcid)0000-0001-9856-2885▼1https://orcid.org/0000-0001-9856-2885▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aVentura, Sebastian.▼eeditor.▼0(orcid)0000-0003-4216-6378▼1https://orcid.org/0000-0003-4216-6378▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSun, Meng.▼eeditor.▼0(orcid)0000-0001-6550-7396▼1https://orcid.org/0000-0001-6550-7396▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aZhou, Min.▼eeditor.▼0(orcid)0000-0002-6238-4594▼1https://orcid.org/0000-0002-6238-4594▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBitetta, Valerio.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBordino, Ilaria.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aFerretti, Andrea.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGullo, Francesco.▼eeditor.▼0(orcid)0000-0002-7052-1114▼1https://orcid.org/0000-0002-7052-1114▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aPonti, Giovanni.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSeverini, Lorenzo.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRibeiro, Rita.▼eeditor.▼0(orcid)0000-0003-3435-2015▼1https://orcid.org/0000-0003-3435-2015▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGama, João.▼eeditor.▼0(orcid)0000-0003-3357-1195▼1https://orcid.org/0000-0003-3357-1195▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGavaldà, Ricard.▼eeditor.▼0(orcid)0000-0003-4736-7179▼1https://orcid.org/0000-0003-4736-7179▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aCooper, Lee.▼eeditor.▼0(orcid)0000-0002-3504-4965▼1https://orcid.org/0000-0002-3504-4965▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGhazaleh, Naghmeh.▼eeditor.▼0(orcid)0000-0002-5078-7281▼1https://orcid.org/0000-0002-5078-7281▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRichiardi, Jonas.▼eeditor.▼0(orcid)0000-0002-6975-5634▼1https://orcid.org/0000-0002-6975-5634▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRoqueiro, Damian.▼eeditor.▼0(orcid)0000-0002-9195-5915▼1https://orcid.org/0000-0002-9195-5915▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSaldana Miranda, Diego.▼eeditor.▼0(orcid)0000-0001-7840-402X▼1https://orcid.org/0000-0001-7840-402X▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSechidis, Konstantinos.▼eeditor.▼0(orcid)0000-0001-6582-7453▼1https://orcid.org/0000-0001-6582-7453▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aGraça, Guilherme.▼eeditor.▼0(orcid)0000-0002-8643-1180▼1https://orcid.org/0000-0002-8643-1180▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
710 | 2 | ▼aSpringerLink (Online service)▲ | |
773 | 0 | ▼tSpringer Nature eBook▲ | |
776 | 0 | 8 | ▼iPrinted edition:▼z9783030937355▲ |
776 | 0 | 8 | ▼iPrinted edition:▼z9783030937379▲ |
830 | 0 | ▼aCommunications in Computer and Information Science,▼x1865-0937 ;▼v1524▲ | |
856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-030-93736-2▲ |
Machine Learning and Principles and Practice of Knowledge Discovery in Databases[electronic resource] : International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
자료유형
국외eBook
서명/책임사항
Machine Learning and Principles and Practice of Knowledge Discovery in Databases [electronic resource] : International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I / 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.
개인저자
Kamp, Michael.
Koprinska, Irena.
Bibal, Adrien.
Bouadi, Tassadit.
Frénay, Benoît.
Galárraga, Luis.
Oramas, José.
Adilova, Linara.
Krishnamurthy, Yamuna.
Kang, Bo.
Largeron, Christine.
Lijffijt, Jefrey.
Viard, Tiphaine.
Welke, Pascal.
Ruocco, Massimiliano.
Aune, Erlend.
Gallicchio, Claudio.
Schiele, Gregor.
Pernkopf, Franz.
Blott, Michaela.
Fröning, Holger.
Schindler, Günther.
Guidotti, Riccardo.
Monreale, Anna.
Rinzivillo, Salvatore.
Biecek, Przemyslaw.
Ntoutsi, Eirini.
Pechenizkiy, Mykola.
Rosenhahn, Bodo.
Buckley, Christopher.
Cialfi, Daniela.
Lanillos, Pablo.
Ramstead, Maxwell.
Verbelen, Tim.
Ferreira, Pedro M.
Andresini, Giuseppina.
Malerba, Donato.
Medeiros, Ibéria.
Fournier-Viger, Philippe.
Nawaz, M. Saqib.
Ventura, Sebastian.
Sun, Meng.
Zhou, Min.
Bitetta, Valerio.
Bordino, Ilaria.
Ferretti, Andrea.
Gullo, Francesco.
Ponti, Giovanni.
Severini, Lorenzo.
Ribeiro, Rita.
Gama, João.
Gavaldà, Ricard.
Cooper, Lee.
Ghazaleh, Naghmeh.
Richiardi, Jonas.
Roqueiro, Damian.
Saldana Miranda, Diego.
Sechidis, Konstantinos.
Graça, Guilherme.
Koprinska, Irena.
Bibal, Adrien.
Bouadi, Tassadit.
Frénay, Benoît.
Galárraga, Luis.
Oramas, José.
Adilova, Linara.
Krishnamurthy, Yamuna.
Kang, Bo.
Largeron, Christine.
Lijffijt, Jefrey.
Viard, Tiphaine.
Welke, Pascal.
Ruocco, Massimiliano.
Aune, Erlend.
Gallicchio, Claudio.
Schiele, Gregor.
Pernkopf, Franz.
Blott, Michaela.
Fröning, Holger.
Schindler, Günther.
Guidotti, Riccardo.
Monreale, Anna.
Rinzivillo, Salvatore.
Biecek, Przemyslaw.
Ntoutsi, Eirini.
Pechenizkiy, Mykola.
Rosenhahn, Bodo.
Buckley, Christopher.
Cialfi, Daniela.
Lanillos, Pablo.
Ramstead, Maxwell.
Verbelen, Tim.
Ferreira, Pedro M.
Andresini, Giuseppina.
Malerba, Donato.
Medeiros, Ibéria.
Fournier-Viger, Philippe.
Nawaz, M. Saqib.
Ventura, Sebastian.
Sun, Meng.
Zhou, Min.
Bitetta, Valerio.
Bordino, Ilaria.
Ferretti, Andrea.
Gullo, Francesco.
Ponti, Giovanni.
Severini, Lorenzo.
Ribeiro, Rita.
Gama, João.
Gavaldà, Ricard.
Cooper, Lee.
Ghazaleh, Naghmeh.
Richiardi, Jonas.
Roqueiro, Damian.
Saldana Miranda, Diego.
Sechidis, Konstantinos.
Graça, Guilherme.
판사항
1st ed. 2021.
형태사항
XXV, 882 p. 282 illus., 236 illus. in color. online resource.
총서사항
Communications in Computer and Information Science , 1865-0937 ; 1524
Communications in Computer and Information Science , 1865-0937 ; 1524
Communications in Computer and Information Science , 1865-0937 ; 1524
내용주기
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. .
요약주기
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).
주제
Artificial intelligence.
Computer engineering.
Computer networks .
Social sciences—Data processing.
Education—Data processing.
Computer science—Mathematics.
Software engineering.
Artificial Intelligence.
Computer Engineering and Networks.
Computer Application in Social and Behavioral Sciences.
Computers and Education.
Mathematics of Computing.
Software Engineering.
Computer engineering.
Computer networks .
Social sciences—Data processing.
Education—Data processing.
Computer science—Mathematics.
Software engineering.
Artificial Intelligence.
Computer Engineering and Networks.
Computer Application in Social and Behavioral Sciences.
Computers and Education.
Mathematics of Computing.
Software Engineering.
ISBN
9783030937362
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