Einzeltreffer — DigiBib

The research field of data analysis and mining has attracted the interest of both academia and industry in recent years. This reprint contains 17 papers, which cover different topics of the broad research field of data analysis and mining. Each paper presents new data mining algorithms and techniques, as well as applications of data analysis and mining in real-world domains.

Titel:	Data Analysis and Mining
Autor/in / Beteiligte Person:	Ougiaroglou, Stefanos ; Margaris, Dionisis
Link:	View record at Directory of Open Access Books (Volltext)
Veröffentlichung:	Basel: MDPI - Multidisciplinary Digital Publishing Institute, 2023
Medientyp:	E-Book
Umfang:	342
ISBN:	978-3-0365-9503-0 (print) ; 978-3-0365-9502-3 (print)
DOI:	10.3390/books978-3-0365-9502-3
Schlagwort:	chi-square test constrained likelihood ratio test Fisher test gamma distribution uniformly most powerful test key interested frame commodity video clustering deep neural network frequent subtree parallel algorithms data partitioning load balancing trust inference trust propagation online social network social network analysis probabilistic graphical model message passing belief propagation model interpretability sequential rule mining non redundant sequential rules TRuleGrowth top-k non redundant rules closed sequential patterns multivariate time series deep spatiotemporal information down-sampling convolution attention graph neural network mobility patterns social media data artificial intelligence tourist clusters tourist flows forecasting univariate time series Python PSF spam detection deep learning semantic similarity social network security web analytics web log mining clickstream analysis sequence mining sequitur graph techniques feature subset selection data mining educational data mining machine learning metaheuristics artificial neural networks random decision forests posttraumatic stress disorder DSM-V emergency cesarean section elective cesarean section postpartum period text similarity calculation passage-level event connection graph vector tuning graph embedding meteorological data mining and machine learning class imbalance classification randomized undersampling SMOTE oversampling undersampling using temporal distances recommender systems session-based recommendations e-commerce data and web mining item co-occurrence graph data model next-item and next-basket recommendations graph-based recommendations purchase intent LSTM-RNN signal processing smart device electromagnetic field non-ionizing radiation protection SAR ANOVA data science selection constraint satisfaction preprocessing mobile technology statistics bic Book Industry Communication:K Economics, finance, business & management:KN Industry & industrial studies:KNT Media, information & communication industries:KNTX Information technology industries
Sonstiges:	Nachgewiesen in: Directory of Open Access Books Sprachen: English Document Type: eBook File Description: application/octet-stream Language: English Rights: Attribution 4.0 International ; URL: https://creativecommons.org/licenses/by/4.0/ Notes: ONIX_20240108_9783036595030_47

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Data Analysis and Mining