Works matching DE "OUTLIER detection"

Results: 1593

Multi-model anomaly detection for industrial inspection with dynamic loss weighting and soft-hard features loss.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 21, p. 17031, doi. 10.1007/s00521-025-11367-3

By:

Hendria, Willy Fitra;
Kim, Hanbi;
Seo, Daeho

Publication type:

Article

Outlier detection variational autoencoder.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 21, p. 16871, doi. 10.1007/s00521-025-11357-5

By:

Powers, Henry;
Edoh, Kossi

Publication type:

Article

Data-driven heat pump management: combining machine learning with anomaly detection for residential hot water systems.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 21, p. 16203, doi. 10.1007/s00521-025-11318-y

By:

Rahal, Manal;
Ahmed, Bestoun S.;
Renström, Roger;
Stener, Robert;
Wurtz, Albrecht

Publication type:

Article

Anomaly Detection Through Deep Feature Extraction for Automatic Defect Detection in Quadratic Frequency Modulated Thermal Wave Imaging.

Published in:

Russian Journal of Nondestructive Testing, 2025, v. 61, n. 4, p. 481, doi. 10.1134/S1061830925603459

By:

Yerneni, Naga Prasanthi;
Ghali, V. S.;
Swapna, M. N.;
Vesala, G. T.

Publication type:

Article

Optimization of EEG-based wheelchair control: machine learning, feature selection, outlier management, and explainable AI.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01238-y

By:

Hamed, Amr M.;
Attia, Abdel-Fattah;
El-Behery, Heba

Publication type:

Article

Crowd dynamics analysis and behavior recognition in surveillance videos based on deep learning.

Published in:

2025

By:

Ilyas, Anum;
Bawany, Narmeen

Publication type:

Conference Paper/Materials

The EfficientNetV2-based correction localization combining CSI and RSSI.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 11, p. 1, doi. 10.1007/s11227-025-07648-2

By:

Lu, Chundong;
Shang, Junna;
Liao, Wei;
Su, Mingkun;
Ding, Yanzhao

Publication type:

Article

Machine learning based characterization of high risk carriers of HTLV-1-associated myelopathy (HAM).

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09635-2

By:

Rashid, Md Ishtiak;
Sunagawa, Junya;
Matsuki, Akari;
Yamada, Asami;
Watanabe, Toshiki;
Iwanaga, Masako;
Koh, Ki-Ryang;
Shichijo, Takafumi;
Matsuoka, Masao;
Yasunaga, Jun-ichirou;
Nakaoka, Shinji

Publication type:

Article

Exploring distribution-based approaches for out-of-distribution detection in deep learning models.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10807, doi. 10.1007/s00521-024-10912-w

By:

Carvalho, Thiago;
Vellasco, Marley;
Amaral, José Franco

Publication type:

Article

Feature analysis and ensemble-based fault detection techniques for nonlinear systems.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10465, doi. 10.1007/s00521-024-10551-1

By:

Bolboacă, Roland;
Haller, Piroska;
Genge, Bela

Publication type:

Article

Leveraging Machine Learning for Optimal Pilgrim Crowd Management.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 13, p. 2507, doi. 10.3390/electronics14132507

By:

Alzahrani, Roaa;
Algethami, Nahlah

Publication type:

Article

Application of Vis/NIR Spectroscopy in the Rapid and Non-Destructive Prediction of Soluble Solid Content in Milk Jujubes.

Published in:

Agriculture; Basel, 2025, v. 15, n. 13, p. 1382, doi. 10.3390/agriculture15131382

By:

Yang, Yinhai;
Ma, Shibang;
Qi, Feiyang;
Wang, Feiyue;
Xu, Hubo

Publication type:

Article

Generalization of anomaly detection in bridge structures using a vibration‐based Siamese convolutional neural network.

Published in:

Computer-Aided Civil & Infrastructure Engineering, 2025, v. 40, n. 18, p. 2751, doi. 10.1111/mice.13411

By:

Ghiasi, Alireza;
Zhang, Zhen;
Zeng, Zijie;
Ng, Ching Tai;
Sheikh, Abdul Hamid;
Shi, Javen Qinfeng

Publication type:

Article

Enhanced Early Warning Threshold Setting for Dam Safety Monitoring Based on M-Estimation and Confidence Interval Method.

Published in:

Water (20734441), 2025, v. 17, n. 13, p. 2040, doi. 10.3390/w17132040

By:

Dai, Peilin;
Li, Xing;
Hua, Guochun;
Li, Yanling

Publication type:

Article

AI-Driven Anomaly Detection in Smart Water Metering Systems Using Ensemble Learning.

Published in:

Water (20734441), 2025, v. 17, n. 13, p. 1933, doi. 10.3390/w17131933

By:

Kanyama, Maria Nelago;
Bhunu Shava, Fungai;
Gamundani, Attlee Munyaradzi;
Hartmann, Andreas

Publication type:

Article

Unsupervised Segmentation and Classification of Waveform-Distortion Data Using Non-Active Current.

Published in:

Energies (19961073), 2025, v. 18, n. 13, p. 3536, doi. 10.3390/en18133536

By:

Mariscotti, Andrea;
Salles, Rafael S.;
Rönnberg, Sarah K.

Publication type:

Article

Detection of Bacterial Leaf Spot Disease in Sesame (Sesamum indicum L.) Using a U-Net Autoencoder.

Published in:

Remote Sensing, 2025, v. 17, n. 13, p. 2230, doi. 10.3390/rs17132230

By:

Lee, Minju;
Lee, Jeseok;
Ghimire, Amit;
Bae, Yegyeong;
Kang, Tae-An;
Yoon, Youngnam;
Lee, In-Jung;
Park, Choon-Wook;
Kim, Byungwon;
Kim, Yoonha

Publication type:

Article

Anomaly Detection in Elderly Health Monitoring via IoT for Timely Interventions.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7272, doi. 10.3390/app15137272

By:

Rosca, Cosmina-Mihaela;
Stancu, Adrian

Publication type:

Article

Semi-Supervised Anomaly Detection for the Identification of Damages in an Aerospace Sandwich Structure Based on Synthetically Generated Strain Data.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7110, doi. 10.3390/app15137110

By:

Forsthuber, Florian;
Kralovec, Christoph;
Schagerl, Martin

Publication type:

Article

Precise Feature Removal Method Based on Semantic and Geometric Dual Masks in Dynamic SLAM.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7095, doi. 10.3390/app15137095

By:

Li, Zhanrong;
Jiang, Chao;
Sun, Yu;
Su, Haosheng;
He, Longning

Publication type:

Article

PcBD: A Novel Point Cloud Processing Flow for Boundary Detecting and De-Noising.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 13, p. 7073, doi. 10.3390/app15137073

By:

Sun, Shuyu;
Huang, Jianqiang;
Zhao, Shuai;
Huang, Tengchao

Publication type:

Article

Detecting Important Features and Predicting Yield from Defects Detected by SEM in Semiconductor Production.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4218, doi. 10.3390/s25134218

By:

Amato, Umberto;
Antoniadis, Anestis;
De Feis, Italia;
Doinychko, Anastasiia;
Gijbels, Irène;
La Magna, Antonino;
Pagano, Daniele;
Piccinini, Francesco;
Selvan Suviseshamuthu, Easter;
Severgnini, Carlo;
Torres, Andres;
Vasquez, Patrizia

Publication type:

Article

Efficient and Accurate Zero-Day Electricity Theft Detection from Smart Meter Sensor Data Using Prototype and Ensemble Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4111, doi. 10.3390/s25134111

By:

Massarani, Alyaman H.;
Badr, Mahmoud M.;
Baza, Mohamed;
Alshahrani, Hani;
Alshehri, Ali

Publication type:

Article

Anomaly Detection Method for Hydropower Units Based on KSQDC-ADEAD Under Complex Operating Conditions.

Published in:

Sensors (14248220), 2025, v. 25, n. 13, p. 4093, doi. 10.3390/s25134093

By:

Yi, Tongqiang;
Zhao, Xiaowu;
Shi, Yongjie;
Jing, Xiangnan;
Lei, Wenyang;
Guo, Jiang;
Meng, Yang;
Zhang, Zhengyu

Publication type:

Article

Statistics-based Quality Control of Patterns.

Published in:

Baltic Journal of Modern Computing, 2025, v. 13, n. 2, p. 366, doi. 10.22364/bjmc.2025.13.2.04

By:

NEIMANIS, Andrejs;
PURINA, Liva;
BICEVSKA, Zane;
DIEBELIS, Edgars;
BICEVSKIS, Janis

Publication type:

Article

Comparison of Anomaly Detection Using Statistical Method and Deep Learning Method in Jakarta Air Quality Index Data.

Published in:

Ingénierie des Systèmes d'Information, 2025, v. 30, n. 5, p. 1313, doi. 10.18280/isi.300517

By:

Pangestika, Adelia Putri;
Angraini, Yenni;
Sumertajaya, I Made

Publication type:

Article

Unsupervised detection of rare events in liquid biopsy assays.

Published in:

NPJ Precision Oncology, 2025, v. 9, n. 1, p. 1, doi. 10.1038/s41698-025-01015-3

By:

Murgoitio-Esandi, Javier;
Tessone, Dean;
Naghdloo, Amin;
Shishido, Stephanie N.;
Zhang, Brian;
Xu, Haofeng;
Dasgupta, Agnimitra;
Mason, Jeremy;
Nagaraju, Rajiv M.;
Courcoubetis, George;
Hicks, James;
Kuhn, Peter;
Oberai, Assad A.

Publication type:

Article

Fault detection in electrical power systems using attention-GRU-based fault classifier (AGFC-Net).

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-06493-w

By:

Khandelwal, Deepen;
Anand, Prateek;
Ray, Mayukh;
R. G., Sangeetha

Publication type:

Article

TEDA-forecasting: an unsupervised tinyML incremental learning approach for outlier processing and forecasting.

Published in:

Computing, 2025, v. 107, n. 8, p. 1, doi. 10.1007/s00607-025-01490-3

By:

Andrade, Pedro;
Medeiros, Morsinaldo;
Silva, Marianne;
Costa, Daniel G.;
Silva, Ivanovitch

Publication type:

Article

Outlier Detection and Correction in Wireless Sensor Networks Using a 2-Level Hierarchical Clustering and Gaussian Process Regression Methods.

Published in:

Engineering Letters, 2025, v. 33, n. 7, p. 2598

By:

Yellakuor Baagyere, Edward;
Turkson, Regina Esi;
Wenya, Gideon Evans;
Aabaah, Iven

Publication type:

Article

Advancing Particle Tracking: Self-Organizing Map Hyperparameter Study and Long Short-Term Memory-Based Outlier Detection.

Published in:

Machine Learning & Knowledge Extraction, 2025, v. 7, n. 2, p. 37, doi. 10.3390/make7020037

By:

Klein, Max;
Dormagen, Niklas;
Wimmer, Lukas;
Thoma, Markus H.;
Schwarz, Mike

Publication type:

Article

Leveraging K-Means Clustering and Z-Score for Anomaly Detection in Bitcoin Transactions.

Published in:

Informatics, 2025, v. 12, n. 2, p. 43, doi. 10.3390/informatics12020043

By:

Patel, Jinish;
Reiner, Joseph;
Stilwell, Brenden;
Wahbeh, Abdullah;
Seetan, Raed

Publication type:

Article

An Anomalous Behavior Detection Method for Complex Networks Based on Image Processing and Protocol Evolution Modeling.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1513, doi. 10.18280/ts.420324

By:

Feng, Yuting;
Tang, Duanduan;
Shi, Junhua;
Zhang, Boyuan;
Xia, Zeyu

Publication type:

Article

Closing the Domain Gap: Can Pseudo-Labels from Synthetic UAV Data Enable Real-World Flood Segmentation?

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3586, doi. 10.3390/s25123586

By:

Simantiris, Georgios;
Bacharidis, Konstantinos;
Panagiotakis, Costas

Publication type:

Article

Cross-Validatory Z-Residual for Diagnosing Shared Frailty Models.

Published in:

American Statistician, 2025, v. 79, n. 2, p. 198, doi. 10.1080/00031305.2024.2421370

By:

Wu, Tingxuan;
Feng, Cindy;
Li, Longhai

Publication type:

Article

interlab: A Python Module for Analyzing Interlaboratory Comparison Data.

Published in:

Journal of Research of the National Institute of Standards & Technology, 2019, v. 124, n. 124006, p. 1, doi. 10.6028/jres.124.006

By:

Sheen, David A.

Publication type:

Article

Detecting outliers in categorical data through rough clustering.

Published in:

Natural Computing, 2016, v. 15, n. 3, p. 385, doi. 10.1007/s11047-015-9489-2

By:

Suri, N.;
Murty, M.;
Athithan, G.

Publication type:

Article

An optimized intelligent open-source MLaaS framework for user-friendly clustering and anomaly detection.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 18, p. 26658, doi. 10.1007/s11227-024-06420-2

By:

ElDahshan, Kamal A.;
Abutaleb, Gaber E.;
Elemary, Berihan R.;
Ebeid, Ebeid A.;
AlHabshy, AbdAllah A.

Publication type:

Article

Testing Outlier Detection Algorithms for Identifying Early Stage Solute Clusters in Atom Probe Tomography.

Published in:

Microscopy & Microanalysis, 2024, v. 30, n. 5, p. 853, doi. 10.1093/mam/ozae076

By:

Stroud, Ryan S;
Al-Saffar, Ayham;
Carter, Megan;
Moody, Michael P;
Pedrazzini, Stella;
Wenman, Mark R

Publication type:

Article

A new approach for hydrograph data interpolation and outlier removal for vector autoregressive modelling: a case study from the Odra/Oder River.

Published in:

Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 7, p. 2781, doi. 10.1007/s00477-024-02711-5

By:

Halicki, Michał;
Niedzielski, Tomasz

Publication type:

Article

Data analysis and preprocessing techniques for air quality prediction: a survey.

Published in:

Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 6, p. 2095, doi. 10.1007/s00477-024-02693-4

By:

Yu, Chengqing;
Tan, Jing;
Cheng, Yihan;
Mi, Xiwei

Publication type:

Article

A local correlation integral method for outlier detection in spatially correlated functional data.

Published in:

Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 3, p. 1197, doi. 10.1007/s00477-023-02624-9

By:

Sosa, Jorge;
Moraga, Paula;
Flores, Miguel;
Mateu, Jorge

Publication type:

Article

Robust local bootstrap for weakly stationary time series in the presence of additive outliers.

Published in:

Stochastic Environmental Research & Risk Assessment, 2023, v. 37, n. 8, p. 2977, doi. 10.1007/s00477-023-02430-3

By:

Solci, Carlo Corrêa;
Reisen, Valdério Anselmo;
Rodrigues, Paulo Canas

Publication type:

Article

Robust regression based on shrinkage with application to Living Environment Deprivation.

Published in:

Stochastic Environmental Research & Risk Assessment, 2020, v. 34, n. 2, p. 293, doi. 10.1007/s00477-020-01774-4

By:

Cabana, Elisa;
Lillo, Rosa E.;
Laniado, Henry

Publication type:

Article

Evaluation of flood season segmentation using seasonal exceedance probability measurement after outlier identification in the Three Gorges Reservoir.

Published in:

Stochastic Environmental Research & Risk Assessment, 2018, v. 32, n. 6, p. 1573, doi. 10.1007/s00477-018-1522-4

By:

Pan, Zhengke;
Liu, Pan;
Gao, Shida;
Feng, Maoyuan;
Zhang, Yangyang

Publication type:

Article

Functional outlier detection by a local depth with application to NO levels.

Published in:

Stochastic Environmental Research & Risk Assessment, 2016, v. 30, n. 4, p. 1115, doi. 10.1007/s00477-015-1096-3

By:

Sguera, Carlo;
Galeano, Pedro;
Lillo, Rosa

Publication type:

Article

A Strategy for Finding Outliers in Noisy Data Series Including an Unknown Trend.

Published in:

Measurement Techniques, 2022, v. 65, n. 5, p. 339, doi. 10.1007/s11018-022-02085-6

By:

Bezmenov, I. V.;
Drozdov, A. E.;
Pasynok, S. L.

Publication type:

Article

惯性辅助的 GNSS 可区分性分析和粗差探测方法研究.

Published in:

Journal of Ordnance Equipment Engineering, 2023, v. 44, n. 5, p. 214, doi. 10.11809/bqbgex2023.05.031

By:

吴有龙;
陈帅

Publication type:

Article

Clustering Large-Scale Data using an Incremental Heap Self-Organizing Map.

Published in:

International Journal of Information & Communication Technology Research (2251-6107), 2022, v. 14, n. 2, p. 41, doi. 10.52547/itrc.14.2.41

By:

Fasanghari, Mehdi;
Bahrami, Helena;
Cheraghchi, Hamideh Sadat

Publication type:

Article

Guest Editorial: Anomaly detection and open‐set recognition applications for computer vision.

Published in:

2024

By:

Cevikalp, Hakan;
Polikar, Robi;
Gerek, Ömer Nezih;
Chen, Songcan;
Geng, Chuanxing

Publication type:

Editorial