Advanced Data Mining and Applications

Machine Learning .- Subspace-Weighted Consensus Clustering for High-Dimensional Data .- NOV-RSI: A Novel Optimization Algorithm for Mining Rare Significance Itemsets .- MSPP: A Highly Efficient and Scalable Algorithm for Mining Similar Pairs of Points .- Discovering High Utility Itemsets Using Set-Based Particle Swarm Optimization .- SS-AOE: Subspace based classification framework for avoiding over-confident errors .- Inuence Maximization based Active Learning in Noisy Setting .- Text Mining .- DGRL: Text Classification with Deep Graph Residual Learning .- Densely Connected Bidirectional LSTM With Max-pooling of CNN Network for Text Classification .- A Context-aware Computing Method of Sentence Similarity Based on Frame Semantics .- Learning the Concept Embeddings of Ontology .- ATextCNN Model: A New Multi-Classification Method for Police Situation .- Hierarchical and Pairwise Document Embedding for Plagiarism Detection .- Graph Mining .- Evolutionary strategy for graph embedding .- D2NE: Deep Dynamic Network Embedding .- Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts .- Tuser3: A profile matching based algorithm across three heterogeneous social networks .- Encrypted Traffic Classification using Graph Convolutional Networks .- Representing EHRs with Temporal Tree and Sequential Pattern Mining for Similarity Computing .- Research of Medical Aided Diagnosis System Based on Temporal Knowledge Graph .- TOP-R Keyword-Aware Community Search .- Online Community Identification Over Heterogeneous Attributed Directed Graphs .- Predictive Analytics MPB: Multi-Peak Binarization for Pupil Detection .- Rice Leaf Diseases Recognition using Convolutional Neural Networks .- STCNet: Spatial-Temporal Convolution Network for Traffic Speed Prediction .- Discriminative Features Generation 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.