Machine Learning and Knowledge Discovery in Databases: Communications in Computer and Information Science, cartea 1167
Editat de Peggy Cellier, Kurt Driessensen Limba Engleză Paperback – 28 mar 2020
The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed and selected from 200 submissions. The two volumes (CCIS 1167 and CCIS 1168) present the papers that have been accepted for the following workshops: Workshop on Automating Data Science, ADS 2019; Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, AIMLAI-XKDD 2019; Workshop on Decentralized Machine Learning at the Edge, DMLE 2019; Workshop on Advances in Managing and Mining Large Evolving Graphs, LEG 2019; Workshop on Data and Machine Learning Advances with Multiple Views; Workshop on New Trends in Representation Learning with KnowledgeGraphs; Workshop on Data Science for Social Good, SoGood 2019; Workshop on Knowledge Discovery and User Modelling for Smart Cities, UMCIT 2019; Workshop on Data Integration and Applications Workshop, DINA 2019; Workshop on Machine Learning for Cybersecurity, MLCS 2019; Workshop on Sports Analytics: Machine Learning and Data Mining for Sports Analytics, MLSA 2019; Workshop on Categorising Different Types of Online Harassment Languages in Social Media; Workshop on IoT Stream for Data Driven Predictive Maintenance, IoTStream 2019; Workshop on Machine Learning and Music, MML 2019; Workshop on Large-Scale Biomedical Semantic Indexing and Question Answering, BioASQ 2019.
The chapter "Supervised Human-guided Data Exploration" is published open access under a Creative Commons Attribution 4.0 International license (CC BY).
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Specificații
ISBN-13: 9783030438227
ISBN-10: 3030438228
Pagini: 700
Ilustrații: XX, 679 p. 325 illus., 157 illus. in color.
Dimensiuni: 155 x 235 x 38 mm
Greutate: 1.04 kg
Ediția:1st ed. 2020
Editura: Springer
Colecția Communications in Computer and Information Science
Seria Communications in Computer and Information Science
Locul publicării:Cham, Switzerland
ISBN-10: 3030438228
Pagini: 700
Ilustrații: XX, 679 p. 325 illus., 157 illus. in color.
Dimensiuni: 155 x 235 x 38 mm
Greutate: 1.04 kg
Ediția:1st ed. 2020
Editura: Springer
Colecția Communications in Computer and Information Science
Seria Communications in Computer and Information Science
Locul publicării:Cham, Switzerland
Cuprins
Automating Data Science.- Advances in Interpretable Machine Learning and Artificial Intelligence & eXplainable Knowledge Discovery in Data Mining (AIMLAI-XKDD).- Decentralized Machine Learning at the Edge.- Advances in Managing and Mining Large Evolving Graphs.- Data and Machine Learning Advances with Multiple Views.- New Trends in Representation Learning with Knowledge Graphs (KGRL).- Fourth Workshop on Data Science for Social Good (SoGood).