001 <b>Integrating MLOps for Monitoring, Drift Detection, and Adaptive Retraining in Sensor Systems</b> OpenAlex Paper Novia Heriyani, Nita Merlina Jul 21 002 Data-Driven Monitoring for Thermal Water Quality Control: Anomaly Detection from Predictive Forecasting in the AQUAPRED Project OpenAlex Paper Abel Pampín Rodríguez, Elena Hernández-Pereira et al. Jul 7 003 How to pick the best anomaly detector? OpenAlex Paper Marie Hein, Gregor Kasieczka et al. Jun 29 004 Unsupervised deep learning-based anomaly detection in mixed gases using sensor array OpenAlex Paper Hà Đặng Thị Thu, Van Nguyen Dinh et al. Jun 25 005 A Hidden Markov Framework for Concept Drift Detection and Classification OpenAlex Paper Kailas Kunjumon, Aksa Maria Paul et al. Jun 24 006 Community self-organization based multi-agent collaboration for industrial sensor fault detection OpenAlex Paper Jinchang Cheng, Shenglei Pei et al. Jun 24 007 Label quality as a bottleneck for YOLO detection in all-weather autonomous driving using the MUSES dataset OpenAlex Paper Dalal Z. Zreiqat, Vinh Van Nguyen et al. Jun 21 008 Machine Learning-Driven Anomaly Detection Algorithm for Biochemical Test Data OpenAlex Paper Dawei Wang Jun 19 009 Uncertainty-Aware Temporal Convolutional Networks for Multivariate Anomaly Detection: A Composite-Objective Framework with Chebyshev Bounds OpenAlex Paper Vandha Pradwiyasma Widartha, Ifrina Nuritha et al. Jun 11 010 MVRODC: Multi-Variate Regression based Outlier Detection and Classification on IoT Sensor Data — A Temporal Node Level Approach OpenAlex Paper Veera Brahmam M., Gopikrishnan S. Jun 5 011 Concept drift detection in district heating: A characterization framework and detector-centric benchmark OpenAlex Paper K Derzsi, Jonas Klingebiel et al. May 30 012 FTIR Quantitative Analysis of High-Concentration CO <sub>2</sub> : Overcoming Saturation Effects via an MIV-GWO-ELM Integration Framework OpenAlex Paper Tianxiang Zhao, Cunguang Zhu et al. May 30 013 SEE-OOD: Supervised Exploration for Enhanced Out-of-Distribution Detection OpenAlex Paper Xiao-Yang Song, Wenbo Sun et al. May 12 014 DiffuSeg: a reference-guided bubble detection method for gypsum board images OpenAlex Paper Wen Yang, Hui Chen et al. Apr 29 015 Advanced Sensor Data Analysis using Big Data-Enhanced Algorithms OpenAlex Paper Wael Hadeed Apr 28 016 FMM-YOLO: A Lightweight Pest Detection Method with Frequency Modeling and Feature Fusion OpenAlex Paper Jiale Hu, Jiangchao Liu et al. Apr 24 017 Label-efficient event recognition for Φ-OTDR distributed acoustic sensing using self-supervised spatiotemporal pre-training and bidirectional Mamba2 OpenAlex Paper Yi Wang, Xiaojuan Chen et al. Apr 23 018 AngularDINO: Semi-Supervised Anomaly Detection via Self-Distillation with Hybrid Angular Margin OpenAlex Paper Miya Nakajima, Kazuki Miyakoshi et al. Apr 21 019 DVT-AD: Discriminative Vision Transformers for Scalable Unsupervised Anomaly Detection via Simple Self-Distillation OpenAlex Paper Mike Wong, Carlos Alberto Da Costa Filho et al. Apr 21 020 Multi-stream Quickest Change Detection: Foundations and Recent Advances OpenAlex Paper Topi Halme, Visa Koivunen Apr 20 021 Prescriptive Concept Drift Management in Non-Stationary Meteorological Streams OpenAlex Paper Ashwini M C, Minavathi Minavathi Apr 16 022 Unsupervised Concept Drift Detector for Data Streams With Varying Feature Spaces OpenAlex Paper Ruirui Zhao, Jianbin Sun et al. Apr 7 023 Differentially enhanced parallel rotating neuron reservoir computing for dynamic gas mixture identification OpenAlex Paper Ting Zhou, Bin Liu Mar 16 024 Interpretable Sensor Change Detection via Conditional Cauchy–Schwarz Divergence OpenAlex Paper Wenyu Wang, Yuan Shen et al. Mar 12 025 Low-Cost Sensorik zur kontrollierten Leckagesimulation für ML-Anomalieerkennung OpenAlex Paper Markus Dörr, Chris Roger Jung et al. Mar 11 026 Mitigating Optimism Bias in Fast Antimicrobial Susceptibility Testing via Imbalance-Aware Kernel-KNN and SMOTE-NC OpenAlex Paper Santosh Kumar Singh, Tripti Swarnkar Mar 9 027 Mosaic-AM: multimodal sensors anomaly detection with inherent compensation for absent modalities OpenAlex Paper Wesley O’Quinn, Ziqi Wang et al. Mar 3 028 Quantum-enhanced neuro-fusion framework for intelligent decision-making in smart home IoT surveillance OpenAlex Paper Eugine Prince M, Rathi Devi T et al. Mar 1 029 Selective Modality Weighting for Robust Anomaly Identification in Noisy Observability Environments OpenAlex Paper Haolin Zheng, Mingrui Cao et al. Jan 31 030 Laplacian Manifold Alignment-Based Semi-Supervised Broad Learning System for Gas Sensor Domain Adaptation OpenAlex Paper Ruibo Feng, Xiaoyan Peng Jan 23 031 Mahalanobis Distance-Based Supervised and Semi-Supervised Machine Learning Methods for Anomaly Detection in IoT Sensor Data OpenAlex Paper Aparna Shrivastava, P. Raghu Vamsi Jan 21 032 Advanced Sensor Signal Processing for Resolving Overlapping Temperature Events in Industrial Applications OpenAlex Paper Erfan Dejband, Tan-Hsu Tan et al. Jan 12 033 Memory-Efficient Artificial Intelligence Framework for Real-Time Multivariate Anomaly Detection OpenAlex Paper Junho Hwang, Sunuwe Kim et al. Jan 12 034 TinyFusion-NAS: Hardware-Aware Neural Architecture Search with Lightweight Attention for Multimodal Sensor Fusion OpenAlex Paper Ravi Gupta, Vrushabh Sanghvi et al. Jan 9 035 Integrating Heterogeneous Sensor Streams with Fusion-Enhanced Deep Learning for Robust Anomaly Detection in Tobacco Preservation Systems OpenAlex Paper Jian Wu, Zhihui Ye et al. Jan 7 036 A Comprehensive Comparative Study of Classification and Regression Architectures: Empirical Performance Benchmarking on Standardized Datasets OpenAlex Paper Het Trivedi, Mrs. Komal Shukla Jan 1 037 Breathing New Life into Small Object Detection with Detection-Oriented Rectification OpenAlex Paper Xiang Yuan, Junwei Han et al. Jan 1 038 COMBUSTION CHEMISTRY ACCELERATION USING NEURAL NETWORKS OpenAlex Paper Furkan Göçer, Mehmet Karaca et al. Jan 1 039 Dynamic concept drift detection using an integrated machine learning model with error-based Page-Hinkley Test for enhanced predictive accuracy in adhesive manufacturing process OpenAlex Paper Ugochukwu Nwachukwu, Daniel O. Aikhuele et al. Jan 1 040 Learning input-output fuzzy matrices from sensor data via Gaussian fuzzification OpenAlex Paper Xiefei He, Tao Yu et al. Jan 1 041 Lightweight Cooperative Anomaly Detection Framework for Multi-Sensor Edge Systems OpenAlex Paper Eunhye Choi, Hyunggon Park Jan 1 042 Meta-AWARE: Meta-Learning-Based Automatic Weighted Augmentation for Regression Enhancement in Soft Sensor Applications OpenAlex Paper Yuting Lyu, Le Zhou et al. Jan 1 043 Prior knowledge enhanced graph attention network for real-time anomaly detection in tobacco drying processes OpenAlex Paper Jian Wang, Chen Yang et al. Jan 1 044 Research on anomaly detection model of warehouse sensor data based on hybrid Fourier-temporal fusion network OpenAlex Paper Zixi Zhang, Xu Liu et al. Jan 1 045 Research on high-dimensional abnormal data detection and interpretable algorithm optimization based on self-attention mechanism OpenAlex Paper Rui Ma, Ruoyan Wan et al. Jan 1 046 IoT sensor diagnostics through anomalous data detection and classification OpenAlex Paper Oscar Antonio Palma-Gamboa, Martha Rocío Ceballos-Hernández Dec 30, 2025 047 Risk-Aware Restaurant Profiling via Aspect-Based Sentiment Analysis and Temporal Trend Detection OpenAlex Paper S Nithish Kumar, Lalithamani N. Dec 17, 2025 048 An Improved YOLOv11-based Algorithm for Detecting Different Categories of Process Vessels in Complex Environments OpenAlex Paper Wuqiang Wang, Youzhu Liu et al. Dec 5, 2025 049 An Adaptive Convolutional Autoencoder Model-based Predictive Anomaly Detection Framework for Locomotive Diesel Engines OpenAlex Paper Fan Ye, Yongqiang Zheng et al. Nov 28, 2025 050 Near-Ideal: A High-Flatness Honeywords Generation Scheme via Felicitous-Difference Total Labeling and Random Forest OpenAlex Paper Xiaohui Zhang, Wenhao Ji et al. Nov 28, 2025 051 TAN-FGBMLE: Tree-Augmented Naive Bayes Structure Learning Based on Fast Generative Bootstrap Maximum Likelihood Estimation for Continuous-Variable Classification OpenAlex Paper Chenghao Wei, Tianyu Zhang et al. Nov 28, 2025 052 SplitWise regression for capturing nonlinear effects in interpretable model selection OpenAlex Paper Marcell T. Kurbucz, Nikolaos Tzivanakis et al. Nov 27, 2025 053 Automated Anomaly Detection in Industrial Gas Leak Sensors using Bayesian Federated Learning OpenAlex Paper Freederia AI Researcher Nov 23, 2025 054 Automated Anomaly Detection in Industrial Gas Leak Sensors using Bayesian Federated Learning OpenAlex Paper Freederia AI Researcher Nov 23, 2025 055 AERIS: Interpretable Stacked Ensemble with IoT Sensing for Proactive Humidity Prediction in Medical Logistic OpenAlex Paper T Vasudev, Surbhi Ranga et al. Nov 17, 2025 056 Research on a Lightweight Object Detection Algorithm for Chaotian Peppers Based on YOLOv11s-PSN Network OpenAlex Paper Jianning Shen, Xi Zhang Nov 14, 2025 057 Flexible and Efficient Drift Detection Without Labels OpenAlex Paper Nelvin Tan, Yu-Ching Shih et al. Nov 12, 2025 058 Dynamic Ensemble Member Selection for Data Stream Classification OpenAlex Paper Yibin Sun, Bernhard Pfahringer et al. Nov 10, 2025 059 A Biochemical Reaction Anomaly Detection System Based on Stage-Awareness and Spatiotemporal Features OpenAlex Paper Zhuolun Li, Jiayu Yang et al. Oct 31, 2025 060 An Integrated STL-FP-Growth-LSTM Framework for Gas System Forecasting and Anomaly Detection OpenAlex Paper Zixing Xiao, Bin Qin et al. Oct 31, 2025