Data Analysis and Mining

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 technique...

Full description

Saved in:

Bibliographic Details
Other Authors:	Ougiaroglou, Stefanos (Editor), Margaris, Dionisis (Editor)
Format:	Electronic Book Chapter
Language:	English
Published:	Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:	Information technology industries 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
Online Access:	DOAB: download the publication DOAB: description of the publication
Tags:	Add Tag No Tags, Be the first to tag this record!