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Data Analysis and Mining

dc.contributor.editorOugiaroglou, Stefanos
dc.contributor.editorMargaris, Dionisis
dc.date.accessioned2024-01-08T14:45:55Z
dc.date.available2024-01-08T14:45:55Z
dc.date.issued2023
dc.identifierONIX_20240108_9783036595030_47
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/132388
dc.description.abstractThe 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.
dc.languageEnglish
dc.subject.classificationthema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industriesen_US
dc.subject.otherchi-square test
dc.subject.otherconstrained likelihood ratio test
dc.subject.otherFisher test
dc.subject.othergamma distribution
dc.subject.otheruniformly most powerful test
dc.subject.otherkey interested frame
dc.subject.othercommodity video
dc.subject.otherclustering
dc.subject.otherdeep neural network
dc.subject.otherfrequent subtree
dc.subject.otherparallel algorithms
dc.subject.otherdata partitioning
dc.subject.otherload balancing
dc.subject.othertrust inference
dc.subject.othertrust propagation
dc.subject.otheronline social network
dc.subject.othersocial network analysis
dc.subject.otherprobabilistic graphical model
dc.subject.othermessage passing
dc.subject.otherbelief propagation
dc.subject.othermodel interpretability
dc.subject.othersequential rule mining
dc.subject.othernon redundant sequential rules
dc.subject.otherTRuleGrowth
dc.subject.othertop-k non redundant rules
dc.subject.otherclosed sequential patterns
dc.subject.othermultivariate time series
dc.subject.otherdeep spatiotemporal information
dc.subject.otherdown-sampling convolution
dc.subject.otherattention
dc.subject.othergraph neural network
dc.subject.othermobility patterns
dc.subject.othersocial media data
dc.subject.otherartificial intelligence
dc.subject.othertourist clusters
dc.subject.othertourist flows
dc.subject.otherforecasting
dc.subject.otherunivariate
dc.subject.othertime series
dc.subject.otherPython
dc.subject.otherPSF
dc.subject.otherspam detection
dc.subject.otherdeep learning
dc.subject.othersemantic similarity
dc.subject.othersocial network security
dc.subject.otherweb analytics
dc.subject.otherweb log mining
dc.subject.otherclickstream analysis
dc.subject.othersequence mining
dc.subject.othersequitur
dc.subject.othergraph techniques
dc.subject.otherfeature subset selection
dc.subject.otherdata mining
dc.subject.othereducational data mining
dc.subject.othermachine learning
dc.subject.othermetaheuristics
dc.subject.otherartificial neural networks
dc.subject.otherrandom decision forests
dc.subject.otherposttraumatic stress disorder
dc.subject.otherDSM-V
dc.subject.otheremergency cesarean section
dc.subject.otherelective cesarean section
dc.subject.otherpostpartum period
dc.subject.othertext similarity calculation
dc.subject.otherpassage-level event connection graph
dc.subject.othervector tuning
dc.subject.othergraph embedding
dc.subject.othermeteorological data mining and machine learning
dc.subject.otherclass imbalance
dc.subject.otherclassification
dc.subject.otherrandomized undersampling
dc.subject.otherSMOTE oversampling
dc.subject.otherundersampling using temporal distances
dc.subject.otherrecommender systems
dc.subject.othersession-based recommendations
dc.subject.othere-commerce
dc.subject.otherdata and web mining
dc.subject.otheritem co-occurrence
dc.subject.othergraph data model
dc.subject.othernext-item and next-basket recommendations
dc.subject.othergraph-based recommendations
dc.subject.otherpurchase intent
dc.subject.otherLSTM-RNN
dc.subject.othersignal processing
dc.subject.othersmart device
dc.subject.otherelectromagnetic field
dc.subject.othernon-ionizing radiation protection
dc.subject.otherSAR
dc.subject.otherANOVA
dc.subject.otherdata science
dc.subject.otherselection
dc.subject.otherconstraint satisfaction
dc.subject.otherpreprocessing
dc.subject.othermobile technology
dc.subject.otherstatistics
dc.titleData Analysis and Mining
dc.typebook
oapen.identifier.doi10.3390/books978-3-0365-9502-3
oapen.relation.isPublishedBy46cabcaa-dd94-4bfe-87b4-55023c1b36d0
oapen.relation.isbn9783036595030
oapen.relation.isbn9783036595023
oapen.pages342
oapen.place.publicationBasel


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