Advanced Data Mining and Applications

Text Mining.- Towards Idea Mining: Problem-Solution Phrases Extraction From Text.- Spam Email Categorization with NLP and Using Federated Deep Learning.- SePass: Semantic Password Guessing Using k-nn Similarity Search in Word Embeddings.- DeMRC: Dynamically Enhanced Multi-hop Reading Comprehension Model for Low Data.- ESTD: Empathy Style Transformer with Discriminative Mechanism.- Detection Method of User Behavior Transition on Computer.- Image, Multimedia and Time Series Data Mining.- Ensemble Image Super-resolution CNNs for Small Data and Diverse Compressive Models.- Optimizing MobileNetV2 Architecture Using Split Input and Layer Replications for 3D Face Recognition Task.- GANs for Automatic Generation of Data Plots.- An Explainable Approach to Semantic Link Mining in Multi-sourced Dynamic Data.- Information Mining from Images of Pipeline Based on Knowledge Representation and Reasoning.- Binary Gravitational Subspace Search for Outlier Detection in High Dimensional Data Streams.- Classification, Clustering and Recommendation.- Signal Classification using Smooth Coecients of Multiple Wavelets to Achieve High Accuracy from Compressed Representation of Signal.- On Reducing the Bias of Random Forest.- A collaborative filtering recommendation method integrating user profiles.- A Quality Metric for K-Means Clustering Based on Centroid Locations.- Clustering Method for Touristic Photographic Spots Recommendation.- Personalized Federated Learning with Robust Clustering against Model Poisoning.- A Data-Driven Framework for Driving Style Classification.- Density Estimation in High-Dimensional Spaces: a Multivariate Histogram Approach.- Multi-objective, Optimization, Augmentation, and Database.- Correcting Temporal Overlaps in Process Models Discovered