Advances in Intelligent Data Analysis XXI

 Contextual Word Embeddings Clustering through Multiway Analysis: A Comparative Study.- Transferable Deep Metric Learning for Clustering.- Spatial Graph Convolution Neural Networks for Water Distribution Systems.- Data-Centric Perspective on Explainability versus Performance Trade-off.- Towards Data Science Design Patterns.- Diverse Paraphrasing with Insertion Models for Few-Shot Intent Detection.- LEMON: Alternative Sampling for More Faithful Explanation through Local Surrogate Models.- GASTeN: Generative Adversarial Stress Test Networks.- Learning Permutation-Invariant Embeddings for Description Logic Concepts.- Diffusion Transport Alignment.- Mind the Gap: Measuring Generalization Performance Across Multiple Objectives.- Effects of Locality and Rule Language on Explanations for Knowledge Graph Embeddings.- Shapley Values with Uncertain Value Functions. -Revised Conditional t-SNE: Looking Beyond the Nearest Neighbors.- On the Change of Decision Boundary and Loss in Learning with Concept Drift.- AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, A Framework based on Active Learning and Transfer Learning.- Explanations for Itemset Mining by Constraint Programming: A Case Study using ChEMBL data.- Translated Texts Under the Lens: From Machine Translation Detection to Source Language Identification.- Geolet: An Interpretable Model for Trajectory Classification.- An investigation of structures responsible for gender bias in BERT and DistilBERT.- Discovering diverse top-k characteristic lists.- Online Influence Forest for Streaming Anomaly Detection.- APs: a proxemic framework for social media interactions modeling and analysis.- User Authentication via Multifaceted Mouse Movementsand Outlier