Data Mining

Momentum

5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28

Latest papers 51

All topics
CardsList
  1. Explainable Rule Mining of IPv6 Extension-Header Presence Patterns from Paired-Vantage Captures

    Oct 6, 2026Priyanka Sinha, Nikolaos Kekatos, Stylianos Basagiannis +5ProtocolData Mining

  2. GeoCFM: Positive-Only Conditional Flow Matching for Mineral Occurrence Sampling

    Sep 28, 2026Moshe Eliasof, Eldad HaberLithology ClassificationGeological Semantic Understanding

  3. CRISP: Scalable Importance-Stratified Coresets for Imbalanced Tabular Learning

    Sep 22, 2026Hardhik Mohanty, Indrayana Rustandi, Mohamadreza SheibaniImbalanced ClassificationGeometry-Aware Uncertainty Coresets

  4. Mining Legal Arguments in U.S. Corporate Case Law

    Sep 21, 2026Luis Brena, William Jurayj, Gregory Deyesu +3Text CorporaEntailment

  5. Impute-EM: Native Mixed-State Diffusion Models for Heterogeneous Data Imputation

    Sep 14, 2026Sergei Kholkin, Kirill Sokolov, Dmitry Baranchuk +2ImputationExpectation-Maximization

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

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

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

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

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

    Aug 4, 2026Weicheng Ye, Youran Sun, Xingyu Ren +3Algorithmic TradingAgentic Search

  9. Fast Discovery of Inclusion Dependencies with Desbordante

    Aug 3, 2026Alexander Smirnov, Anton Chizhov, Ilya Shchuckin +2Data MiningProfiling

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

    Aug 3, 2026Meenakshi Rajpurohit, Jainish PatelCollaborative FilteringLarge Language Model Reranking

  11. RareSense: Rarity-Aware Similarity Search for Anomaly Retrieval in Transactional Data

    Jul 30, 2026Sidahmed Benabderrahmane, Talal RahwanRarityData Mining

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

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

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

    Jul 28, 2026Kaushik Pavani, Ganga Aluri, Pravin Jadhav +2Data MiningFalse-Negative Rate

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

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

  15. Extending Desbordante with Probabilistic Functional Dependency Discovery Support

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

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

    Jul 26, 2026Yakov Kuzin, Dmitriy Shcheka, Michael Polyntsov +3Order MattersData Mining

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

    Jul 25, 2026Samar Samir Khalil, Noha S. Tawfik, Marco SpruitFederated LearningData Mining

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

    Jul 24, 2026Denis Mayr Lima Martins, Gottfried VossenData MiningTopology

  19. Lightning Fast Matching Dependency Discovery with Desbordante

    Jul 12, 2026Alexey Shlyonskikh, Michael Sinelnikov, Daniil Nikolaev +2Data MiningDistribution Matching

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

    Jul 9, 2026Minett Tran, Taehee JeongMissing DataGraph Neural Networks

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

    Jul 7, 2026Piotr S. MaciągData MiningSpatiotemporal

  22. Framework for Grouping Local Process Models

    Jul 6, 2026Viki Peeva, Wil M. P. van der AalstData MiningSimilarity and Metrics

  23. Identifiability of Relational Queries in Multi-View Pretraining

    Jul 6, 2026Ratan Bahadur Thapa, Daniel HernándezIdentifiabilityQueries

  24. Efficient Discovery of Conditional Dependencies with Desbordante

    Jul 4, 2026Ivan Kozhukov, Dmitry Fedoseev, Maksim Emelyanov +4Data MiningProfiling

  25. Scalable Maximal Frequent Episode Mining with Desbordante

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

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

    Jul 1, 2026Derek Everett, Edward Raff, James HoltMalwareUnigram Tokenizer

  27. Finding Multiple Interpretations in Datasets

    Jun 10, 2026Matthew Chak, Paul AndersonTranscriptomicsData Mining

  28. AutoMine Solution for AV2 2026 Scenario Mining Challenge

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

  29. Frequency-based Constrained Sampling for Interval Patterns

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

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

    Jun 8, 2026Matej Bevec, Aleš Erjavec, Vesna Tanko +5Visual AnalyticsAgentic Workflow Design

  31. TabSODA: Tabular Diffusion based Imputation with Skip Pattern Detection and Ordinal Awareness

    Jun 3, 2026Yuyu Chen, Taehyo Kim, Hai Shu +1ImputationSkip

  32. From Rashomon Theory to PRAXIS: Efficient Decision Tree Rashomon Sets

    May 29, 2026Zakk Heile, Hayden McTavish, Varun Babbar +2Decision TreesDecisions

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

    May 29, 2026Leonardo Pellegrina, Fabio VandinData MiningResampling

  34. 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 +1Hybrid Quantum-Classical PipelineDefect Detection

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

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

  36. FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction

    May 3, 2026Zenan Dai, Jinpeng Wang, Junwei Pan +3Multimodal Recommendation ModelClick-Through Rate Prediction

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

    Apr 30, 2026Weikang Yang, S M Mazharul Hoque Chowdhury, Wei JinData MiningMeta

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

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

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

    Apr 27, 2026Wenjie Du, Yiyuan Yang, Tianxiang Zhan +1Missing DataTime Series

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

    Apr 23, 2026Carter Blair, Ben Armstrong, Shiri Alouf-Heffetz +2DeliberationLearning-Augmented Algorithms

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

    Apr 21, 2026Gonzalo Nápoles, Isel Grau, Yamisleydi SalgueiroDermoscopic Concept Bottleneck ModelsSkin Lesion Classification

  42. FSEVAL: Feature Selection Evaluation Toolbox and Dashboard

    Apr 20, 2026Muhammad Rajabinasab, Arthur ZimekFeature SelectionData Mining

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

    Apr 17, 2026Pufan Zeng, Yilun Liu, Mingchen Dai +12Data-CurationUnsupervised

  44. Ensemble Learning Based Classification Algorithm Recommendation

    Jan 15, 2021Guangtao Wang, Qinbao Song, Xiaoyan Zhu +1EnsembleMeta-Learning

  45. Exploring Urban Land Use Patterns by Pattern Mining and Unsupervised Learning

    Date pendingZdena Dobesova, Tai Dinh, Pavel NovakUrban EnvironmentsData Mining