ID - 131868542 TI - Machine Learning and Principles and Practice of Knowledge Discovery in Databases AU - Kamp, Michael AU - Koprinska, Irena AU - Bibal, Adrien AU - Bouadi, Tassadit AU - Frénay, Benoît AU - Galárraga, Luis AU - Oramas, José AU - Adilova, Linara AU - Krishnamurthy, Yamuna AU - Largeron, Christine AU - Lijffijt, Jefrey AU - Viard, Tiphaine AU - Welke, Pascal AU - Ruocco, Massimiliano AU - Aune, Erlend AU - Gallicchio, Claudio AU - Schiele, Gregor AU - Pernkopf, Franz AU - Fröning, Holger AU - Schindler, Günther AU - Guidotti, Riccardo AU - Monreale, Anna AU - Rinzivillo, Salvatore AU - Biecek, Przemyslaw AU - Ntoutsi, Eirini AU - Pechenizkiy, Mykola AU - Rosenhahn, Bodo AU - Cialfi, Daniela AU - Lanillos, Pablo AU - Ramstead, Maxwell AU - Verbelen, Tim AU - Ferreira, Pedro M AU - Andresini, Giuseppina AU - Malerba, Donato AU - Medeiros, Ibéria AU - Fournier-Viger, Philippe AU - Ventura, Sebastian AU - Sun, Meng AU - Zhou, Min AU - Bitetta, Valerio AU - Bordino, Ilaria AU - Ferretti, Andrea AU - Gullo, Francesco AU - Ponti, Giovanni AU - Severini, Lorenzo AU - Gama, João AU - Gavaldà, Ricard AU - Cooper, Lee AU - Ghazaleh, Naghmeh AU - Richiardi, Jonas AU - Roqueiro, Damian AU - Saldana Miranda, Diego AU - Sechidis, Konstantinos AU - Graça, Guilherme AU - Kang, Bo AU - Blott, Michaela AU - Buckley, Christopher AU - Nawaz, M Saqib AU - Ribeiro, Rita AU - SpringerLink (Online service) PY - 2021 SN - 9783030937362 9783030937379 9783030937355 PB - Cham Springer International Publishing :Imprint: Springer DB - UniCat KW - Social sciences (general) KW - Computer assisted instruction KW - Computer science KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Computer. Automation KW - informatica KW - sociale wetenschappen KW - computerondersteund onderwijs KW - wiskunde KW - software engineering KW - KI (kunstmatige intelligentie) UR - https://www.unicat.be/uniCat?func=search&query=sysid:131868542 AB - 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). ER -