Outlier Detection: Methods, Models, and Classification

Boukerche, Azzedine, Zheng, Lining, Alfandi, Omar·2021·ACM Computing Surveys

Cited by (338)

Items 301–338 of 338

  1. Color Image Denoising via Quaternion-Based Nonconvex Half-Quadratic Regularized Robust PCA
    Qiang Gu, Xin Ma, Hui Yong Li, Liang Liao, Jie Zhao, Hua Zhu Chen, Zhao Song, Qifeng Zhao, Hongnian Yu, Xin Wang · 2026 · IEEE Access
  2. Random-Feature Graph Neural Networks with Representation Tokenized Transformer for Robust One-class Anomaly Detection
    W. C. Tang, Cheng–Te Li · 2025 · ACM International Conference on Information and Knowledge Management (CIKM)
  3. MOAT: A Multi-objective Approach to Federated IoT Botnet Detection
    Yangzong Zhang, Wenjian Liu, Bin Shi, Tianqing Zhu · 2025 · Lecture notes in computer science
  4. Odporne wielopopulacyjne modelowanie oraz prognozowanie umieralności
    Justyna Majewska · 2025
  5. Additional file 2 of Genetic association analysis in sugarcane (Saccharum spp.) for sucrose accumulation in humid environments in Colombia
    Carolina Saavedra‐Diaz, Jhon Henry Trujillo‐Montenegro, Hugo Arley Jaimes, Alejandra Londoño, Villareal, Fredy Antonio Salazar, Luis Orlando López, Carlos Arturo Viveros Valens, Jershon López‐Gerena, John Jaime Riascos, Quevedo, Yeison Mauricio et al. · 2024 · Figshare
  6. Additional file 1 of Genetic association analysis in sugarcane (Saccharum spp.) for sucrose accumulation in humid environments in Colombia
    Carolina Saavedra‐Diaz, Jhon Henry Trujillo‐Montenegro, Hugo Arley Jaimes, Alejandra Londoño, Villareal, Fredy Antonio Salazar, Luis Orlando López, Carlos Arturo Viveros Valens, Jershon López‐Gerena, John Jaime Riascos, Quevedo, Yeison Mauricio et al. · 2024 · Figshare
  7. Identifying Personal Information in Textual Data
    Anne V. D. M. Kayem · 2025 · Advances in information security
  8. Online Lightweight Anomaly Detection in Trapezoidal Data Streams
    Zhiyong Huang, Yunyun Zhang, Lin Mu, Peng Zhou · 2026 · SSRN Electronic Journal
  9. Detecting Misinformation and Disinformation in Digital Media
    Jessica Gabriele Walter · 2026 · Springer eBooks
  10. Improved chi-square feature selection for robust heart disease data classification
    Heba Nayl, Elkhateeb S. Aly, Amira Rezk, M.E. Fares · 2026 · AIMS Mathematics
  11. Long Short-Term Memory Network-Based H ∞ Synchronization Control and Anomaly Detection for Cyber-Physical Systems
    Hyoeun Kwon, Suwoong Lee, Wookyong Kwon, Yongseob Lim, Yongsik Jin · 2025 · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
  12. Robust Unsupervised Outlier Detection in Mixed Data Using Hierarchical Reference Sets
    Xiaopeng Luo, Zhuowei Wang · 2025 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
  13. A SEASONAL IMPUTATION METHOD FOR ADDRESSING MISSING DATA IN ENVIRONMENTAL IOT SENSOR TIME SERIES
    Ardiansyah Ramadhan, Surya Michrandi Nasution, Reza Rendian Septiawan, I Kadek Nuary Trisnawan, Angel Metanosa Afinda · 2026 · Jurnal Riset Informatika
  14. Multi-output LSTM-based prediction of postoperative delirium: integrating baseline and perioperative data for enhanced risk stratification in older spine surgery patients
    Jungmin You, Jeongmin Kim, 최정은, 구본녀, Hyangkyu Lee · 2026 · BioData Mining
  15. Robust Unsupervised Set-Level Anomaly Detection for Small Test-Time Sets
    Ryoma Nakai, Kyohei Atarashi, Koh Takeuchi, Hisashi Kashima, Koki Okuda, Shinya Akimoto, Ryuichi Hashimoto, Takahiro Adachi, Takeshi Kishikawa, Takamitsu Sasaki · 2026 · IEEE International Conference on Acoustics Speech and Signal Processing
  16. Harnessing Neural Networks for Outlier Detection: A Comparative Review
    Mukhtar Hussain, Priti Maratha · 2026 · Lecture notes in networks and systems
  17. An unsupervised outlier detection method based on fuzzy multi-sequence granular-ball
    Zhixuan Deng, Zihao Li, Dayong Deng, Zheng Zheng, Tianrui Li, Jihong Wan · 2026 · Information Fusion
  18. Feature selection based on fuzzy neighborhood rough sets with active noisy samples filtering
    Binbin Sang, An Wu, Lei Yang, Wentao Li, Jianhang Yu, Weihua Xu · 2026 · Neurocomputing
  19. Online Anomaly Detection in Trapezoidal Data Streams via Dynamic Decision
    Peng Zhou, huiqi deng, zhiyong huang · 2026 · SSRN Electronic Journal
  20. Hourly Weather Forecasting by Machine Learning Methods over Delhi
    Kush Saraf, Lithika Saravanakumar, KUNJAN SHAH, Rebakah Geddam · 2026 · International Conference Big Data and Machine Learning
  21. Outlier detection in mixed data: a method based on granular neighborhood discrimination index and weighted distance
    Yixuan Jiang, Chuanyu Huang, Feng Jiang, Xun Duan, Yifan He · 2026 · International Journal of Machine Learning and Cybernetics
  22. A safety field-based surrogate measure for quantifying bikelane conflict risk considering physical and behavioral dynamics
    Xinyu Liang, Jiang Ding, Lai Zheng · 2026 · Accident Analysis & Prevention
  23. Neural Network Method for Structural Outlier Detection without Hyperparameter Tuning
    Leonid N. Yasnitsky, Maxim A. Goldobin, Anton R. Neverov, Aleksey S. Mezentsev, Yu. V. Karakulova, Думлер Андрей Артурович · 2026 · Research Square
  24. A Statistical Clustering-Based Method for Outlier Detection
    Wei Dai, Qing‐Guo Wang, Wentao Fan · 2026 · Chinese Control and Decision Conference (CCDC)
  25. STOD: fast distance-based outlier detection with swapped traversal strategy
    Zhonghao Liang, Honglong Xu, Yi Yang · 2026 · Knowledge and Information Systems
  26. ExODRec: An Explainable Framework for Outlier Detection Model Recommendation
    Saba Fathi Rabooki, Ziqi Xu, Elham Naghizade · 2026 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
  27. “Tire Operation” model: A disaster-driven hybrid framework for assessing ecological resilience and guiding spatial planning in hazard-prone communities
    Siyu Chen, Qiang ZOU, Bin Wang, Wentao Zhou, Bin Zhou, Hu Jiang, Tao Yang · 2026 · Landscape and Urban Planning
  28. Bayesian Ensemble Forest for Anomaly Detection
    Federico Maria Quetti, Giacomo Livan, Silvia Figini, Elena Ballante · 2026 · Springer eBooks
  29. Application of a Supervised Fuzzy Object Selection Algorithm for Outlier Identification
    Wiesław Paja, Jaromir Sarzyński, Michał Kępski · 2026 · Lecture notes in computer science
  30. Analysis of E-Commerce Category Distributions Across Gulf Countries
    Ahmed Alsakhawi, Gürdal Ertek · 2026 · Lecture notes in networks and systems
  31. An adaptive local outlier detection approach in evolving data streams
    Shubin Su, Limin Xiao, Juan Duan, Bo Wu, Shupan Li, Rubin Zheng, Xingwang Huang · 2026 · Neurocomputing
  32. Unsupervised anomaly detection via hybrid kernelized fuzzy neighborhood rough sets for heterogeneous data
    Wenhui Xiao, Yumin Chen, Yu Xue, Aiguo Zhang · 2026 · Information Sciences
  33. Reducing wind effects in multi-scan terrestrial laser scanning point clouds of trees combining LiDAR simulation and deep learning
    Hannah Weiser, Ronald Tabernig, Bernhard Höfle · 2026 · Forestry An International Journal of Forest Research
  34. CleanIQ: Intelligent Multi-Modal Data Quality Framework
    Maitri Shah, Preksha Hamirani, Darshana Sankhe · 2026 · International Conference on Computing Communication Control and automation
  35. Integrated Web-Based Motorcycle Rental System with RealTime Fleet Availability Tracking
    Arrizqi Hilman Rahmatulloh, Robby Maududy · 2026 · Jurnal Kecerdasan Buatan dan Teknologi Informasi.
  36. Pharma Logistics AI: Cold Chain Monitoring via Blockchain-Enabled IoT, Isolation Forest Anomaly Detection, and Byzantine Fault-Tolerant Oracle Consensus
    Vani. H M, Manjunatha. B N · 2026 · International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)
  37. Lightweight and Interpretable Online Anomaly Detection for Double Data Streams
    Zhiyong Huang, Yan Zhang, Xiuwen Sun, Peng Zhou · 2026 · SSRN Electronic Journal
  38. A Review of Outlier Detection Methods: From Visual Inspection to Advanced Algorithms
    Farzan Madadizadeh, Sajjad Bahariniya · 2026 · The Open Public Health Journal