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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...

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Bibliographic Details
Main Author: Ougiaroglou, Stefanos
Other Authors: Margaris, Dionisis
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
Machine Learning
Feature Subset Selection
Closed Sequential Patterns
Data Mining
Session-based Recommendations
Posttraumatic Stress Disorder
Trust Inference
Key Interested Frame
Psf
Data Partitioning
Parallel Algorithms
Fisher Test
Item Co-occurrence
Deep Learning
Recommender Systems
Anova
Lstm-rnn
Educational Data Mining
Sequence Mining
Trulegrowth
Vector Tuning
Tourist Flows
Down-sampling Convolution
Top-k Non Redundant Rules
Information Technology Industries / Bicssc
Undersampling Using Temporal Distances
Constraint Satisfaction
Online Social Network
Clickstream Analysis
Clustering
Constrained Likelihood Ratio Test
Message Passing
Sequential Rule Mining
Smote Oversampling
Sequitur
Electromagnetic Field
Emergency Cesarean Section
Statistics
Mobile Technology
Model Interpretability
Web Analytics
Metaheuristics
Multivariate Time Series
Social Network Security
Non-ionizing Radiation Protection
Passage-level Event Connection Graph
Attention
Smart Device
Randomized Undersampling
Non Redundant Sequential Rules
Forecasting
Graph Techniques
Data Science
Social Network Analysis
Selection
Time Series
Deep Neural Network
Load Balancing
Frequent Subtree
Graph Embedding
Uniformly Most Powerful Test
Elective Cesarean Section
Text Similarity Calculation
Semantic Similarity
Graph Data Model
Deep Spatiotemporal Information
Commodity Video
Belief Propagation
Preprocessing
Graph Neural Network
Gamma Distribution
Data And Web Mining
Univariate
Postpartum Period
Probabilistic Graphical Model
Social Media Data
Web Log Mining
Graph-based Recommendations
Signal Processing
Trust Propagation
Purchase Intent
Artificial Intelligence
Dsm-v
Random Decision Forests
Classification
E-commerce
Artificial Neural Networks
Spam Detection
Next-item And Next-basket Recommendations
Tourist Clusters
Mobility Patterns
Sar
Python
Chi-square Test
Class Imbalance
Meteorological Data Mining And Machine Learning
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary: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.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (342 p.)
ISBN:9783036595023
books978-3-0365-9502-3
9783036595030

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