Advanced Data Mining and Applications

forMortality Prediction in ICU.- Pre-trained StyleGAN based data augmentation for small sample brain CT motion artifacts detection.- Motion Artifacts Detection from Computed Tomography Images.- Loners stand out. Identification of anomalous subsequences based on group performance.- Brain CT Image Augmentation based on PGGAN and FBP for Artifact Detection.- Recursive RNN based Shift Representation Learning for Dynamic User-Item Interaction Prediction.- Computational methods for predicting Autism Spectrum Disorder from gene expression data.- Recommender Systems.- Declarative User-Item Profiling Based Context-Aware Recommendation.- HisRec: Bridging Heterogeneous Information Spaces for Recommendation via Attentive Embedding.- A Neighbor-aware Group Recommendation Algorithm.- Cross Product And Attention Based Deep Neural Collaborative Filtering.- Privacy and Security.- Blockchain-based Privacy PreservingTrust Management Model in VANET.- SecureRec: Privacy-Preserving Recommendation with Distributed Matrix Factorization.- Query Processing.- Optimizing Scoring and Sorting Operations for Faster WAND Processing.- Query-Based Recommendation by HIN Embedding with PRE-LSTM.- Data Mining Applications.- Applications of Big Data in Tourism: A Survey.- High-quality Plane Wave Compounding using Deep Learning for Hand-held Ultrasound Devices.- IPMM: Cancer Subtype Clustering Model Based on Multiomics Data and Pathway and Motif Information.- Personal Health Index based on Residential Health Examination.- Decision support system for acupuncture treatment of ischemic stroke.- Detecting Topic and Sentiment Dynamics Due to COVID-19 Pandemic Using Social Media.- FabricGene: A higher-level feature representation of fabric patterns for nationality classification.- Low-Light Image Enhancement With Color Transfer Based On Local Statistical Feature.- Role-aware Enhanced Matching Network for Multi-Turn Response Selection in Customer Service Chatbots.