Data Mining

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2 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Data Mining.

Period ending 2026-09-07

4 new papers

A weekly snapshot of new work published in Data Mining.

63 papers

Latest in Data Mining

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  1. Differentially Private Semantic Plans for Aggregate Insight Generation

    Sep 14, 2026Behrooz RazeghiData Mining

  2. Agentic Algorithm Engineering: Improving Shared-Memory Exact Minimum Cuts

    Sep 7, 2026David A. Bader, Adil Chhabra, Ernestine Großmann +3Max CutMinimization

  3. MineTRACE: An Evidence-Grounded Interactive Reasoning System for Mineral Prospectivity

    Sep 2, 2026Yiran Zhang, Jinwen Liu, Daniel Su +7Geological Semantic UnderstandingData Mining

  4. Towards Truly Unsupervised Evaluation of Feature Selection -- Extended Version

    Aug 12, 2026Hafiz Saud Arshad, Muhammad Rajabinasab, Arthur ZimekFeature SelectionUnsupervised

  5. Monotonicity-Guided Bottom-Up Petri Net Discovery: The SPECpp Framework

    Aug 10, 2026Leah Tacke genannt Unterberg, Lisa L. Mannel, Wil M. P. van der AalstBottom-Up FrameworkData Mining

  6. Warp-free Cross-view Geo-localization via Feature-space Consensus Mining

    Aug 10, 2026Zhuo Song, Lian Xu, Runqing Jiang +4Cross-View Geo-LocalizationCross-View

  7. MINT: Tensor Decomposition on Stacked Recurrence Matrices for Time Series Data Mining

    Aug 4, 2026Kaamil Kaka, Audrey Der, Evangelos E. Papalexakis +2Low-Rank Tensor DecompositionTime Series

  8. AgonAlpha: Autonomous Alpha Discovery via Prompt Economy and Scalable Agentic Search

    Aug 4, 2026Weicheng Ye, Youran Sun, Xingyu Ren +3Agentic SearchData Mining

  9. Fast Discovery of Inclusion Dependencies with Desbordante

    Aug 3, 2026Alexander Smirnov, Anton Chizhov, Ilya Shchuckin +2ProfilingData Mining

  10. X-KGRank: A Knowledge Graph RAG Framework for Explainable Recommendations via Pattern Mining and LLM Re-Ranking

    Aug 3, 2026Meenakshi Rajpurohit, Jainish PatelCollaborative FilteringRecommendation Quality

  11. RMSWeb: Reflection, Failure-Mode Mining, and Salvage-DS for Web Agent Reinforcement Learning

    Jul 31, 2026Chengbo Liu, Lifang Zhou, Ruijie Yan +8Safe Reinforcement LearningReinforcement Learning Post-Training

  12. AlphaSchema: Exploring the Space of Trading Semantics for LLM-Based Alpha Mining

    Jul 29, 2026Jingyang Yi, Jian Yang, Yifei Jin +2Data MiningSchema

  13. SafeBuild-Bench: A Temporal-Robust Construction Safety Benchmark with Graph-Enhanced Data Mining

    Jul 29, 2026Yi Cui, Zilin Wang, Yijie Xu +5Safety BenchmarksHazard

  14. Entity Resolution in Practice: Lessons from a Self-Serve Pipeline

    Jul 28, 2026Kaushik Pavani, Ganga Aluri, Pravin Jadhav +2Data MiningRetrieval Recall

  15. MAPLE: Efficient and Diverse Multi-Alpha Generation for Portfolio Construction

    Jul 27, 2026Yu-Chen Den, Kuan-Yu Chen, Kendro Vincent +1Portfolio OptimizationMarket

  16. TEmBed-T: A Multi-Dimensional Benchmark for Table-Level Embeddings

    Jul 27, 2026Ayeen Poostforoushan, Liane Vogel, Carsten BinnigVector EmbeddingsRetrieval Benchmarks

  17. Extending Desbordante with Probabilistic Functional Dependency Discovery Support

    Jul 26, 2026Ilia Barutkin, Maxim Fofanov, Sergey Belokonny +2ProfilingData Mining

  18. Order in Desbordante: Techniques for Efficient Implementation of Order Dependency Discovery Algorithms

    Jul 26, 2026Yakov Kuzin, Dmitriy Shcheka, Michael Polyntsov +3Order MattersCode Optimization

  19. FedSLIM: Privacy-Preserving Federated MDL-Based Descriptive Pattern Mining Across Data Silos

    Jul 25, 2026Samar Samir Khalil, Noha S. Tawfik, Marco SpruitData MiningPrivacy-Preserving Framework

  20. Queryable Self-Organizing Maps: A Database Abstraction for Topology-Driven Data Exploration

    Jul 24, 2026Denis Mayr Lima Martins, Gottfried VossenMapData Mining

  21. PinEqualizer: Full Funnel Content Exploration and Debiasing System at Pinterest

    Jul 24, 2026Olafur Gudmundsson, Bo Zhao, Huayi Liao +15Recommender SystemsData Mining

  22. Panache: One-Pass Motif Discovery at Every Window Length

    Jul 20, 2026Tej Sanibh RanadeMotifData Mining

  23. Lightning Fast Matching Dependency Discovery with Desbordante

    Jul 12, 2026Alexey Shlyonskikh, Michael Sinelnikov, Daniil Nikolaev +2Data MiningSemantic Deduplication

  24. Pattern-Aware Graph Neural Networks for Handling Missing Data

    Jul 9, 2026Minett Tran, Taehee JeongMissingnessGraph Neural Networks

  25. Discovering Frequent Closed Embedded Sub-DAGs in Spatio-Temporal Event Data

    Jul 7, 2026Piotr S. MaciągSpatiotemporalData Mining

  26. Framework for Grouping Local Process Models

    Jul 6, 2026Viki Peeva, Wil M. P. van der AalstData MiningProcess Reward Modeling

  27. Identifiability of Relational Queries in Multi-View Pretraining

    Jul 6, 2026Ratan Bahadur Thapa, Daniel HernándezIntegrationIdentifiability

  28. Efficient Discovery of Conditional Dependencies with Desbordante

    Jul 4, 2026Ivan Kozhukov, Dmitry Fedoseev, Maksim Emelyanov +4Data MiningFalse Discovery Rate

  29. Harness-Aware Self-Evolving: Co-Evolving Model Weights, Harness, and Task Solutions

    Jul 4, 2026Haochen Luo, Yi Huang, Sichun Luo +5Agent HarnessSelf-Evolution

  30. Scalable Maximal Frequent Episode Mining with Desbordante

    Jul 3, 2026Maxim Ivanov, Matvei Smirnov, Alisa Strazdina +1Data MiningProfiling

  31. Hamm-Grams: An Algorithm for Mining Regular Expressions of Bytes

    Jul 1, 2026Derek Everett, Edward Raff, James HoltMalware ClassificationN$-Grams Features

  32. Structural Pattern Mining in Inka Khipus: Unsupervised Clustering, Provenance Classification, and a Computational Validation of the Santa Valley Match

    Jun 30, 2026Maria ContrerasProvenanceData Mining

  33. Understanding Domain-Aware Distribution Alignment in Budgeted Entity Matching

    Jun 25, 2026Nicholas Pulsone, Gregory Goren, Roee ShragaDomain-Specific LanguageData Mining

  34. Entity Resolution via Batched Oracle Queries

    Jun 23, 2026Lorenzo Balzotti, Donatella Firmani, Luca Gagliardelli +1OraclesMulti-Entity

  35. AutoMine Solution for AV2 2026 Scenario Mining Challenge

    Jun 10, 2026Songliang Cao, Jiele Zhao, Yuru Wang +10Autonomous DrivingNaturalistic Driving Data

  36. Frequency-based Constrained Sampling for Interval Patterns

    Jun 8, 2026Djawad Bekkoucha, Abdelkader Ouali, Bruno CrémilleuxData MiningAdaptive Sampling

  37. Orange Lab: Lowering Barriers to Data Mining through Embedded Interactive Workflows

    Jun 8, 2026Matej Bevec, Aleš Erjavec, Vesna Tanko +5Visual AnalyticsWorkflow Automation and Optimization

  38. MLSkip: Data Skipping for ML Filters via Lightweight Metadata

    Jun 2, 2026Mihail Stoian, Mark Gerarts, Pascal Ginter +3Efficient Data SelectionSemantic Deduplication

  39. Few-Shot Resampling for Scalable Statistically-Sound Data Mining

    May 29, 2026Leonardo Pellegrina, Fabio VandinData MiningResampling

  40. The Inclusion Depth of Pattern Languages: An Open Problem in Algorithmic Learning Theory

    May 28, 2026Wei LuoComputableLength

  41. AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents

    May 26, 2026Hang Yu, Zifan Zheng, Jeff Z. Pan +3Agent MemoryData Mining

  42. Constraint acquisition needs better benchmarks

    May 25, 2026Rafał Stachowiak, Tomasz P. PawlakMixed-Integer Linear ProgrammingBenchmark Suite

  43. Auditing Discriminatory Patterns in Mortgage Lending Through Association Rules and Fair Binning

    May 16, 2026Archit Rathod, Dhwani Chande, Het NagdaDisparitiesCredit Risk Prediction

  44. ELDOR: A Dataset and Benchmark for Illegal Gold Mining in the Amazon Rainforest

    May 14, 2026Kangning Cui, Surendra Bohara, Suraj Prasai +12Remote Sensing Image SegmentationForests

  45. Optimal Pattern Detection Tree for Symbolic Rule-Based Classification

    May 14, 2026Young-Chae Hong, Yangho ChenDecision TreesData Mining

  46. Hybrid Quantum-MambaVision: A Quantum-enhanced State Space Model for Calibrated Mixed-type Wafer Defect Detection

    May 13, 2026Satwik Sai Prakash Sahoo, Jyoti Prakash Sahoo, Ting Wang +1Defect DetectionQuantum Neural Networks

  47. FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models

    May 12, 2026Abtin Mahyar, Masoumeh Shafieinejad, Yuhan Liu +1Membership Inference AttacksMembership Inference

  48. Constraint-Data-Value-Maximization: Utilizing Data Attribution for Effective Data Pruning in Low-Data Environments

    May 11, 2026Danilo Brajovic, David A. Kreplin, Marco F. HuberMagnitude-Based PruningEfficient Data Selection

  49. SIMI: Self-information Mining Network for Low-light Image Enhancement

    May 8, 2026Xuanshuo Fu, Lei Kang, Javier Vazquez-CorralLow-Light Image EnhancementLow-Light Images

  50. Finding Hidden Relationships Between Medical Concepts by Leveraging Metamap and Text Mining Techniques

    Apr 30, 2026Weikang Yang, S M Mazharul Hoque Chowdhury, Wei JinMedical DomainData Mining

  51. Assessing the Role of Intersection Proximity in Pedestrian Crashes: Insights from Data Mining Approach

    Apr 30, 2026Ahmed Hossain, Xiaoduan Sun, Subasish DasPedestrianCrashes

  52. Apriori-based Analysis of Learned Helplessness in Mathematics Tutoring: Behavioral Patterns by Level, Intervention, and Outcome

    Apr 29, 2026John Paul P. MirandaProblem Solving CapabilityAI Behavior Analysis

  53. Spark Policy Toolkit: Semantic Contracts and Scalable Execution for Policy Learning in Spark

    Apr 27, 2026Zeyu BaiSparkScalability

  54. End-to-End Learning for Partially-Observed Time Series with PyPOTS

    Apr 27, 2026Wenjie Du, Yiyuan Yang, Tianxiang Zhan +1MissingnessMachine Learning Framework

  55. Probably Approximately Consensus: On the Learning Theory of Finding Common Ground

    Apr 23, 2026Carter Blair, Ben Armstrong, Shiri Alouf-Heffetz +2ConsensusDeliberation

  56. Concept Inconsistency in Dermoscopic Concept Bottleneck Models: A Rough-Set Analysis of the Derm7pt Dataset

    Apr 21, 2026Gonzalo Nápoles, Isel Grau, Yamisleydi SalgueiroClass-Incremental Concept Bottleneck ModelDermoscopic Images

  57. FSEVAL: Feature Selection Evaluation Toolbox and Dashboard

    Apr 20, 2026Muhammad Rajabinasab, Arthur ZimekFeature SelectionData Mining

  58. iDocV2: Leveraging Self-Supervision and Open-Set Detection for Improving Pattern Spotting in Historical Documents

    Apr 17, 2026Jose M. Saavedra, Crhistopher Stears, Marcelo Pizarro +2Retrieval LayerHistory

  59. C-Mining: Unsupervised Discovery of Seeds for Cultural Data Synthesis via Geometric Misalignment

    Apr 17, 2026Pufan Zeng, Yilun Liu, Mingchen Dai +12Cultural AlignmentLarge Language Model Alignment

  60. Streaming Model Cascades for Semantic SQL

    Apr 1, 2026Paweł Liskowski, Kyle SchmausSqlTest Oracles