| IMG-NILM: A Deep learning NILM approach using energy heatmaps | Jul 12, 2022 | Deep LearningNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Daily Middle-Term Probabilistic Forecasting of Power Consumption in North-East England | May 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation | Sep 8, 2021 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Interpretable Classification of Early Stage Parkinson's Disease from EEG | Jan 20, 2023 | ClassificationEEG | —Unverified | 0 | 0 |
| Imbalanced Aircraft Data Anomaly Detection | May 17, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection | Jan 20, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Image Transformation for IoT Time-Series Data: A Review | Nov 21, 2023 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection | Dec 6, 2022 | Explainable Artificial Intelligence (XAI)Fraud Detection | —Unverified | 0 | 0 |
| Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting | Jun 14, 2024 | Hyperparameter OptimizationMulti-Task Learning | —Unverified | 0 | 0 |
| A Deep Learning Approach for Motion Forecasting Using 4D OCT Data | Apr 21, 2020 | Deep LearningMotion Compensation | —Unverified | 0 | 0 |
| A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings | Sep 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Solar Active Regions Detection Via 2D Circular Kernel Time Series Transformation, Entropy and Machine Learning Approach | Jun 14, 2023 | feature selectionTime Series | —Unverified | 0 | 0 |
| Image Processing Tools for Financial Time Series Classification | Aug 13, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data | Jul 15, 2025 | Federated LearningTime Series | —Unverified | 0 | 0 |
| Image Embedding of PMU Data for Deep Learning towards Transient Disturbance Classification | Dec 22, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection | Dec 21, 2023 | Artifact DetectionEEG | —Unverified | 0 | 0 |
| A Time Series Analysis of Emotional Loading in Central Bank Statements | Nov 26, 2019 | Emotion RecognitionTime Series | —Unverified | 0 | 0 |
| IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data | May 13, 2024 | Anomaly DetectionChange Detection | —Unverified | 0 | 0 |
| IIT-GAN: Irregular and Intermittent Time-series Synthesis with Generative Adversarial Networks | Sep 29, 2021 | Missing ValuesTime Series | —Unverified | 0 | 0 |
| D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding | Sep 17, 2024 | PositionTime Series | —Unverified | 0 | 0 |
| IIP-Mixer:Intra-Inter Patch Mixing Architecture for Battery Remaining Useful Life Prediction | Mar 27, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models | Apr 17, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 | 0 |
| An Alternate View on Optimal Filtering in an RKHS | Dec 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier | Mar 2, 2020 | General ClassificationTime Series | —Unverified | 0 | 0 |
| Cyclical Electromechanical Error Denial System Using Matrix Profile | Jun 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Identifying Topology of Power Distribution Networks Based on Smart Meter Data | Sep 9, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Time Series Analysis-Based Forecasting Framework for the Indian Healthcare Sector | Apr 25, 2017 | DiversityTime Series | —Unverified | 0 | 0 |
| Identifying the module structure of swarms using a new framework of network-based time series clustering | Mar 1, 2021 | ClusteringTime Series | —Unverified | 0 | 0 |
| Identifying the Hidden Nexus between Benford Law Establishment in Stock Market and Market Efficiency: An Empirical Investigation | Jan 5, 2025 | Time Series | —Unverified | 0 | 0 |
| CVTN: Cross Variable and Temporal Integration for Time Series Forecasting | Apr 29, 2024 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 | 0 |
| Identifying Systems with Symmetries using Equivariant Autoregressive Reservoir Computers | Nov 16, 2023 | Time Series | —Unverified | 0 | 0 |
| Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data | Jun 3, 2023 | ClusteringICU Mortality | —Unverified | 0 | 0 |
| A Time-Frequency based Suspicious Activity Detection for Anti-Money Laundering | Nov 17, 2020 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2 | Feb 7, 2025 | Time Series | —Unverified | 0 | 0 |
| A Deep Learning Approach for Macroscopic Energy Consumption Prediction with Microscopic Quality for Electric Vehicles | Nov 25, 2021 | Decision MakingFeature Engineering | —Unverified | 0 | 0 |
| Identifying Seizure Onset Zone from the Causal Connectivity Inferred Using Directed Information | Aug 16, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Identifying Predictive Causal Factors from News Streams | Nov 1, 2019 | Stock Price PredictionTime Series | —Unverified | 0 | 0 |
| Custom DNN using Reward Modulated Inverted STDP Learning for Temporal Pattern Recognition | Jul 15, 2023 | Anomaly DetectionKeyword Spotting | —Unverified | 0 | 0 |
| Identifying Pairs in Simulated Bio-Medical Time-Series | May 12, 2013 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Identifying On-road Scenarios Predictive of ADHD usingDriving Simulator Time Series Data | Nov 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI | Feb 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond | Dec 8, 2024 | AttributeTime Series | —Unverified | 0 | 0 |
| A textual transform of multivariate time-series for prognostics | Sep 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Curriculum Learning in Deep Neural Networks for Financial Forecasting | Apr 29, 2019 | DecoderTime Series | —Unverified | 0 | 0 |
| Identifying Cover Songs Using Information-Theoretic Measures of Similarity | Jul 9, 2014 | Cover song identificationTime Series | —Unverified | 0 | 0 |
| Curriculum Learning and Imitation Learning for Model-free Control on Financial Time-series | Nov 22, 2023 | Data AugmentationImitation Learning | —Unverified | 0 | 0 |
| Identifying Constant and Unique Relations by using Time-Series Text | Jul 1, 2012 | Natural Language InferenceQuestion Answering | —Unverified | 0 | 0 |
| Curriculum Design Helps Spiking Neural Networks to Classify Time Series | Dec 26, 2023 | Time Series | —Unverified | 0 | 0 |