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8,130 matches · Time Series Analysis and Forecasting

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001What Streaming Anomaly Detection Finds (and Misses) in Industrial Time SeriesOpenAlexPaperMagali Parrino, Antoine Ajenjo et al.Sep 7
002Hyperbolic adaptive spatial-aware multivariate time series anomaly detectionOpenAlexPaperJiaxin Han, Xuanrong Huo et al.4 days ago
003Optimized Kernels in MobileNet Architectures for Computer ChessOpenAlexPaperRaphaël Mathiot, Olivier Goudet et al.4 days ago
004Recreating Historical Chess Style with Policy-Only Fine-Tuning and Quantitative ValidationOpenAlexPaperNicholas J. Lamb6 days ago
005Recreating Historical Chess Style with Policy-Only Fine-Tuning and Quantitative ValidationOpenAlexPaperNicholas J. Lamb6 days ago
006Adaptive approaches towards fully incremental prediction interval for data stream regressionOpenAlexPaperYibin Sun, Bernhard Pfahringer et al.7 days ago
007A Single-Token Sensor Substrate for Industrial Condition Monitoring: Fault Classification at Classifier Parity, Free Anomaly and Remaining-Useful-Life Signals, and Multi-Task Decoding at 2,000-4,000X CompressionOpenAlexPaperRandolph James Ferlic, Kimberly Kate FerlicJul 23
008Adaptive Mode Learning for Nonstationary Streaming DataOpenAlexPaperTao WangJul 23
009Interpretable inference of collective models from trajectory data with two-stage rule learningOpenAlexPaperTong Liu, Tao Wang et al.Jul 23
010Serverless Architectures for High-Velocity Data Stream Mining: Accelerating Concept Drift Detection and Distributed Ensemble LearningOpenAlexPaperYINKA ADERIBIGBEJul 23
011Serverless Architectures for High-Velocity Data Stream Mining: Accelerating Concept Drift Detection and Distributed Ensemble LearningOpenAlexPaperYINKA ADERIBIGBEJul 23
012Temporal Velocity Gap Detection: A Statistical Framework and Benchmark for Cross-Domain Research Transfer in Smart GridsOpenAlexPaperLyubomir BozhinovJul 23
013Continuous Normalizing Flows and Flow MatchingOpenAlexPaperMax Welling, Sirui Lu et al.Jul 22
014DomainShield-AD: A multi-dimensional domain shift measurement framework with graded response for industrial anomaly detectionOpenAlexPaperYongbin Chen, Baoxia Sun et al.Jul 22
015Memory Pollution in Multi-Product Visual Anomaly Detection: Diagnosis and MitigationOpenAlexPaperSergio Villanueva López, Emilio Soria‐Olivas et al.Jul 22
016Predicting healthy weight status from physical activity and dietary intake: A time-aware data mining pipelineOpenAlexPaperXiaotong Yu, Joshua Y. Kim et al.Jul 22
017Time-Series Anomaly Detection for Mobile Robots in Automotive Active Safety Testing using an RNN-VAEOpenAlexPaperHenrik Meyer, Karsten Raguse et al.Jul 22
018Dual-Score Association-Discrepancy Enhancement for Early-Warning Multivariate Time-Series Anomaly DetectionOpenAlexPaperZhipeng Xiang, Limin Yang et al.Jul 21
019Reconstructing Historical Events with CIDOC CRMOpenAlexPaperYu Lee AnJul 21
020UCI HAR DatasetOpenAlexPaperShanjida Azim ShornaJul 20
021UCI HAR DatasetOpenAlexPaperShanjida Azim ShornaJul 20
022From Machine Learning to Large Language Models: A Review of Time Series Methods and Pitfalls in Quantitative FinanceOpenAlexPaperZiqian Chen, Joshua Cuevas et al.Jul 19
023From Machine Learning to Large Language Models: A Review of Time Series Methods and Pitfalls in Quantitative FinanceOpenAlexPaperZiqian Chen, Joshua Cuevas et al.Jul 19
024Data-Centric AI and MLOPS: Drift Detection and Model MonitoringOpenAlexPaperV SakhtipriyankaJul 18
025Data-Centric AI and MLOPS: Drift Detection and Model MonitoringOpenAlexPaperV SakhtipriyankaJul 18
026Real-Time Anomaly Detection in IoT Sensor Data via Deep Learning and Deployment with Python FrameworksOpenAlexPaperIJISEAJul 18
027Real-Time Anomaly Detection in IoT Sensor Data via Deep Learning and Deployment with Python FrameworksOpenAlexPaperIJISEAJul 18
028Динамические модели пропорциональных рисков с зависящими от времени ковариатами для прогнозирования текучести кадров в условиях изменяющейся рыночной конъюнктурыOpenAlexPaperАлександр Владимирович ЛеоновJul 16
029Динамические модели пропорциональных рисков с зависящими от времени ковариатами для прогнозирования текучести кадров в условиях изменяющейся рыночной конъюнктурыOpenAlexPaperАлександр Владимирович ЛеоновJul 16
030A Comprehensive Survey of Tabular Anomaly DetectionOpenAlexPaperHangting Ye, Jinhan Liu et al.Jul 15
031JMSANet: A lightweight network for industrial robot multi-joint anomaly detectionOpenAlexPaperYining Ma, Chengzhi Jiang et al.Jul 15
032UD-ASD: A Unified Diffusion Model for Anomalous Sound DetectionOpenAlexPaperPengxiang Gao, Yu Qiu et al.Jul 14
033Alignment-Aware 3D Point Cloud Anomaly Detection with Adversarial Normalizing FlowsOpenAlexPaperAndrés Jiménez-García, Javier A. Garcia et al.Jul 13
034Community-based model sharing and generalisation: Anomaly detection in IoT temperature sensor networksOpenAlexPaperSahibzada Saadoon Hammad, Francisco Ramos et al.Jul 13
035Grounded Multi-Agent Systems for Decision Support in Industrial OperationsOpenAlexPaperSamyakh TukraJul 13
036NeuCoReClass AD: Redefining self-supervised time series anomaly detectionOpenAlexPaperAitor Sánchez-Ferrera, Usue Mori et al.Jul 13
037НЕЛИНЕЙНЫЕ ЭФФЕКТЫ В ПРОЦЕССЕ РЕКРУТИНГА: ЭМПИРИЧЕСКИЙ АНАЛИЗ ФАКТОРОВ ВРЕМЕНИ НАЙМА ПО ДАННЫМ 861762 ЗАЯВОКOpenAlexPaperГ.А. Нижниченко, Р.И. ХайруллинJul 11
038Runs and Bootstrap Tests For Signal Feature SignificanceOpenAlexPaperGreg KreiderJul 10
039Subsequence-level data cleaning method for structural health monitoring using one-class SVM and PatchTSTOpenAlexPaperJiongfu Luo, Dongming Feng et al.Jul 10
040Uma Abordagem de Reinicialização Reativa One-Shot para Previsão de Séries Temporais Financeiras sob Mudança de ConceitoOpenAlexPaperGabriel F. Sarmento, Liedson D. O. Leite et al.Jul 10
041Wave-GA: Cyclical Evolutionary Optimization for Streaming Classification with Emerging LabelsOpenAlexPaperGiannis Vassiliou, Georgia Eirini Trouli et al.Jul 10
042Hyperparameter optimization of isolation forest using a variable neighborhood search approach for anomaly detection in electric motorsOpenAlexPaperCarmen Elena Patiño Rodríguez, Thalita Monteiro Obal et al.Jul 8
043LLM-AP: LLM-Based Anomaly Detection with Synthetic Time-Series Data AugmentationOpenAlexPaperG S Lee, Jieun Lee et al.Jul 8
044Effect of Temporal Decay Weighting on Distribution-Based Concept Drift Detection: An Ablation StudyOpenAlexPaperNezar Abdilah PrakasaJul 7
045Effect of Temporal Decay Weighting on Distribution-Based Concept Drift Detection: An Ablation StudyOpenAlexPaperNezar Abdilah PrakasaJul 7
046Optimization of Window Size for Multivariate Time-Series in AI-Based Power Equipment Anomaly DetectionOpenAlexPaperNahye Ki, Dongje Yang et al.Jul 7
047From One Axiom to Master-Level Chess — and the Law Inside Neural Networks: Attention, it turns out, was not all you needOpenAlexPaperMaria SmithJul 6
048Online domain adaptation for data stream anomaly detectionOpenAlexPaperHerman Tcheneghon Motcheyo, Issam Falih et al.Jul 6
049Temporal Signals of Disease: A Transformer Approach for Predicting Diabetes from Longitudinal EHRsOpenAlexPaperJie Pan, S Lee et al.Jul 6
050THE BALANCED LEDGER OF CHESS: A CLOSED-SYSTEM COMBINATORIC MODEL OF VISUAL MACRO-STATES AND ASSET-DEFICIT PATHWAYSOpenAlexPaperRyan BlasingameJul 5
051THE BALANCED LEDGER OF CHESS: A CLOSED-SYSTEM COMBINATORIC MODEL OF VISUAL MACRO-STATES AND ASSET-DEFICIT PATHWAYSOpenAlexPaperRyan BlasingameJul 5
052Graph Network Feature Space Fusion for Predicting Irregularly Sampled Medical Time-Series Data: Deep Learning Model Development and Validation StudyOpenAlexPaperTianle Hong, Zedong Ren et al.Jul 3
053Pseudo ε-Net Method with Delayed Decisions Based on Representatives and Anti-Representatives for Multi-Agent Stream ClassificationOpenAlexPaperR. L. Smelyanskiy, Evgeniy Stepanov et al.Jul 3
054Adaptive Financial Time Series Classification: Leveraging Historical Samples from Signal-to-Noise Ratio MarginsOpenAlexPaperZhipeng Jiang, Hua Zou et al.Jul 2
055Adaptive Cross-Validation Under Concept Drift for Time Series ForecastingOpenAlexPaperKunjira Kingphai, Prapakorn Kanjina et al.Jul 1
056Derivative Estimation by RKHS Regularization for Learning Dynamics from Time-Series DataOpenAlexPaperHailong Guo, Hui LiJul 1
057Forecasting Itô-type Processes Using Features Based on Dynamic Gaussian MixturesOpenAlexPaperM. A. IvanovJul 1
058Hybrid Method of Improved VAE and BiLSTM for Unsupervised Time Series Anomaly DetectionOpenAlexPaperZHANG Chunhao, XIE Bin, ZHANG JiahaoJul 1
059LST-MADNet: Learnable scattering transform network for multi-modal time-series anomaly detection in industrial manufacturing systemsOpenAlexPaperMohammadali Zakeriharandi, C Z Li et al.Jul 1
060Multivariate time series anomaly detection using diffusion models based on fusion and inferenceOpenAlexPaperQuanjie Dou, Peishun Liu et al.Jul 1

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