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density-based clustering

33 papers

Papers

A Unified Geospatial Clustering Framework to Identify Varying Density Clusters in E-Commerce Logistics AAAI 2026 Beyond Faces: A Multimodal Person Clustering for Unconstrained Environments WACV 2026 ClusterRAG: Cluster-Based Collaborative Filtering for Personalized Retrieval-Augmented Generation ACL 2026 Dynamic DBSCAN with Euler Tour Sequences AISTATS 2025 FairDen: Fair Density-Based Clustering ICLR 2025 Granular-Ball-Induced Multiple Kernel K-Means IJCAI 2025 Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics ICML 2024 Hierarchical and Density-based Causal Clustering NeurIPS 2024 Scalable DBSCAN with Random Projections NeurIPS 2024 Stable and Consistent Density-Based Clustering via Multiparameter Persistence JMLR 2024 Fast and Differentially Private Fair Clustering IJCAI 2023 Incremental Density-Based Clustering with Grid Partitioning (Student Abstract) AAAI 2023 FLVoogd: Robust And Privacy Preserving Federated Learning ACML 2022 h-DBSCAN: A simple fast DBSCAN algorithm for big data ACML 2021 A Clustering-based framework for Classifying Data Streams IJCAI 2021 Density-Aware Feature Embedding for Face Clustering CVPR 2020 Density-Based Clustering for 3D Object Detection in Point Clouds CVPR 2020 Faster DBSCAN via subsampled similarity queries NeurIPS 2020 Intent Mining from past conversations for Conversational Agent COLING 2020 On Metric DBSCAN with Low Doubling Dimension IJCAI 2020 DBSCAN: Optimal Rates For Density-Based Cluster Estimation JMLR 2019 DBSCAN++: Towards fast and scalable density clustering ICML 2019 Improved Parallel Algorithms for Density-Based Network Clustering ICML 2019 Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering AAAI 2019 Robustness Guarantees for Density Clustering AISTATS 2019