| Impact of noise on a dynamical system: prediction and uncertainties from a swarm-optimized neural network | Sep 20, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CHALLENGER: Training with Attribution Maps | May 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection | Apr 30, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Planning of Fast Charging Infrastructure for Electric Vehicles in a Distribution System and Prediction of Dynamic Price | Jan 17, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Planted: a dataset for planted forest identification from multi-satellite time series | May 24, 2024 | Data AugmentationTime Series | —Unverified | 0 |
| DAM: Towards A Foundation Model for Time Series Forecasting | Jul 25, 2024 | ImputationTime Series | —Unverified | 0 |
| Impact of Data Normalization on Deep Neural Network for Time Series Forecasting | Dec 13, 2018 | image-classificationImage Classification | —Unverified | 0 |
| Plots Unlock Time-Series Understanding in Multimodal Models | Oct 3, 2024 | Activity RecognitionTime Series | —Unverified | 0 |
| Impact analysis of recovery cases due to COVID19 using LSTM deep learning model | Sep 6, 2022 | PrognosisTime Series | —Unverified | 0 |
| PLUTUS: A Well Pre-trained Large Unified Transformer can Unveil Financial Time Series Regularities | Aug 19, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series Forecasting | Oct 9, 2015 | Gaussian Processesregression | —Unverified | 0 |
| Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion | Mar 7, 2022 | Ensemble LearningMeta-Learning | —Unverified | 0 |
| Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning | Apr 20, 2025 | Continual LearningIncremental Learning | —Unverified | 0 |
| A Poisson-Gamma Dynamic Factor Model with Time-Varying Transition Dynamics | Feb 26, 2024 | Data AugmentationTime Series | —Unverified | 0 |
| POLA: Online Time Series Prediction by Adaptive Learning Rates | Feb 17, 2021 | PredictionTime Series | —Unverified | 0 |
| Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data | May 20, 2025 | Data AugmentationSynthetic Data Generation | —Unverified | 0 |
| A Time Series Approach To Player Churn and Conversion in Videogames | Mar 13, 2020 | MarketingTime Series | —Unverified | 0 |
| Polyspectral Mean based Time Series Clustering of Indian Stock Market | Apr 9, 2025 | ClusteringTime Series | —Unverified | 0 |
| Evaluating the Robustness of Time Series Anomaly and Intrusion Detection Methods against Adversarial Attacks | Sep 29, 2021 | Intrusion DetectionTime Series | —Unverified | 0 |
| Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data | May 13, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image and Time Series Classification | Dec 13, 2022 | AutoMLNeural Architecture Search | —Unverified | 0 |
| Population Age Group Sensitivity for COVID-19 Infections with Deep Learning | Jul 3, 2023 | SensitivityTime Series | —Unverified | 0 |
| Analysing the resilience of the European commodity production system with PyResPro, the Python Production Resilience package | Jun 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Population-based Global Optimisation Methods for Learning Long-term Dependencies with RNNs | May 23, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Predicting the Price of Gold in the Financial Markets Using Hybrid Models | May 2, 2025 | regressionTime Series | —Unverified | 0 |
| Portfolio Optimization under Fast Mean-reverting and Rough Fractional Stochastic Environment | Jan 24, 2019 | Portfolio OptimizationTime Series | —Unverified | 0 |
| Portfolio Risk Assessment using Copula Models | Jul 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Portfolio Selection via Topological Data Analysis | Aug 15, 2023 | ClusteringDecision Making | —Unverified | 0 |
| I miss you babe: Analyzing Emotion Dynamics During COVID-19 Pandemic | Nov 1, 2020 | Emotion RecognitionTime Series | —Unverified | 0 |
| Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models | Aug 29, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| IMG-NILM: A Deep learning NILM approach using energy heatmaps | Jul 12, 2022 | Deep LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs | Mar 29, 2017 | PositionTime Series | —Unverified | 0 |
| Position: Empowering Time Series Reasoning with Multimodal LLMs | Feb 3, 2025 | Decision MakingMultimodal Reasoning | —Unverified | 0 |
| Daily Middle-Term Probabilistic Forecasting of Power Consumption in North-East England | May 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation | Sep 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Interpretable Classification of Early Stage Parkinson's Disease from EEG | Jan 20, 2023 | ClassificationEEG | —Unverified | 0 |
| Positive blood culture detection in time series data using a BiLSTM network | Dec 3, 2016 | Cultural Vocal Bursts Intensity PredictionTime Series | —Unverified | 0 |
| Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application | May 22, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| Potential Conditional Mutual Information: Estimators, Properties and Applications | Oct 13, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM | Aug 15, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting | Jun 14, 2024 | Hyperparameter OptimizationMulti-Task Learning | —Unverified | 0 |
| Power Line Communication and Sensing Using Time Series Forecasting | Oct 19, 2021 | DiagnosticTime Series | —Unverified | 0 |
| Imbalanced Aircraft Data Anomaly Detection | May 17, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Evaluation of k-means time series clustering based on z-normalization and NP-Free | Jan 28, 2024 | ClusteringTime Series | —Unverified | 0 |
| Power System Parameters Forecasting Using Hilbert-Huang Transform and Machine Learning | Apr 9, 2014 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 |
| DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection | Jan 20, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction | Apr 25, 2017 | feature selectionICU Admission | —Unverified | 0 |
| Practical Data-Dependent Metric Compression with Provable Guarantees | Dec 1, 2017 | QuantizationTime Series | —Unverified | 0 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Image Transformation for IoT Time-Series Data: A Review | Nov 21, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |