Advances in Intelligent Data Analysis and Its Applications, 2nd Edition

This Special Issue highlights the growing importance of intelligent data analysis and its profound applications in addressing the challenges of the big data era. As a key driver of innovation and progress across diverse sectors, intelligent data analysis requires robust research and implementation t...

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Bibliographic Details
Format:	Online
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2025
Subjects:	intelligent decision making conflict analysis conflict resolving three-way decisions uncertainty modeling overlapping event extraction trigger overlap argument overlap joint learning role pre-judgment path planning value table efficiency of path planning trajectory smoothing optimization complex vectors embedding joint cosine similarity knowledge graphs scoring function unbounded trajectory topic model Markov Decision Process visual analysis confidence calibration deep ensemble learning stochastic weight averaging 6DoF pose estimation depth-wise convolution coordinate attention atrous spatial pyramid pooling small-sample datasets data augmentation improved sparrow search algorithm novel risk warning GAN multi-view learning contrastive learning graph clustering graph learning representation learning object detection and tracking ground threshold calibrations onboard sensors Gradient Boosted Decision Trees neural network decision forest layer back-propagation large-scale group decision-making dual fine-tuning online review data prospect-regret theory clustering analysis multiple-robot navigation hybrid DCTE strategy reinforcement learning DQN effectiveness and efficiency neuromarketing banking firms strategy website interface big data digital marketing analytics DSS food delivery services travel time estimation spatial analysis data preprocessing Bayesian modeling online food delivery (OFD) delivery time estimation Bayesian inference generalized linear models personalization fitness recommendations dynamic Bayesian networks wearable data heart rate object detection small face detection YOLOv5 face dataset classroom scenes network structure design patent keyword analysis quantile cumulative distribution function regression patent document patent–keyword matrix spacecraft electrical system singular perturbation reduction stability analysis environmental social and governance (ESG) news sentiment analysis mobility sector corporate financial performance natural language processing industry-specific ESG strategies power system false data injection attack CNN autoencoder attention mechanism social network Leiden clustering hippopotamus optimization algorithm minority opinion handling non-cooperative behavior botnet domain generation algorithm transformer model depthwise separable convolution n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
Online Access:	ONIX_20250812T095121_9783725831371_49
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ONIX_20250812T095121_9783725831371_49

Advances in Intelligent Data Analysis and Its Applications, 2nd Edition

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