| Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems | Nov 8, 2019 | Adversarial AttackIntrusion Detection | —Unverified | 0 |
| Invariant Factorization Of Time-Series | Dec 23, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Invariants of multidimensional time series based on their iterated-integral signature | Jan 18, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Long Short-Term Memory Neural Networks for False Information Attack Detection in Software-Defined In-Vehicle Network | Jun 24, 2019 | Anomaly DetectionTime Series | —Unverified | 0 |
| Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT | Jul 6, 2024 | QuantizationTime Series | —Unverified | 0 |
| Decomposing Temperature Time Series with Non-Negative Matrix Factorization | Apr 3, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Investigating Compositional Reasoning in Time Series Foundation Models | Feb 9, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Investigating Deep Neural Network Architecture and Feature Extraction Designs for Sensor-based Human Activity Recognition | Sep 26, 2023 | Activity RecognitionContrastive Learning | —Unverified | 0 |
| Investigating echo state networks dynamics by means of recurrence analysis | Jan 26, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Distributional Time Series Models and the Probabilistic Forecasting of Intraday Electricity Prices | Oct 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Investigating Market Strength Prediction with CNNs on Candlestick Chart Images | Jan 21, 2025 | Time Series | —Unverified | 0 |
| Deep Double Descent for Time Series Forecasting: Avoiding Undertrained Models | Nov 2, 2023 | Data AugmentationTime Series | —Unverified | 0 |
| Investigating Sindy As a Tool For Causal Discovery In Time Series Signals | Dec 29, 2022 | Causal DiscoveryTime Series | —Unverified | 0 |
| Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey | Apr 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM | Jan 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Investigating the impact of autocorrelation on time-varying connectivity | Apr 22, 2019 | Functional ConnectivityState Estimation | —Unverified | 0 |
| Investigation of Flash Crash via Topological Data Analysis | Aug 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Investigation on the use of Hidden-Markov Models in automatic transcription of music | Apr 12, 2017 | Music TranscriptionSegmentation | —Unverified | 0 |
| Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware | Jun 1, 2017 | Computational EfficiencyTime Series | —Unverified | 0 |
| IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications | Sep 23, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction | May 9, 2025 | PredictionState Space Models | —Unverified | 0 |
| Deep Echo State Networks for Diagnosis of Parkinson's Disease | Feb 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Irregularly-Sampled Time Series Modeling with Spline Networks | Oct 19, 2022 | Missing ValuesTime Series | —Unverified | 0 |
| NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education | Aug 17, 2022 | Causal DiscoverySelection bias | —Unverified | 0 |
| Is Channel Independent strategy optimal for Time Series Forecasting? | Oct 18, 2023 | ClusteringTime Series | —Unverified | 0 |
| Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP) | Nov 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification | Nov 26, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Autoencoding Time Series for Visualisation | May 5, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Two-Step Framework for Arbitrage-Free Prediction of the Implied Volatility Surface | Jun 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Isolating the impact of trading on grid frequency fluctuations | Mar 24, 2021 | energy tradingTime Series | —Unverified | 0 |
| Instantaneous Modelling and Reverse Engineering of DataConsistent Prime Models in Seconds! | Nov 11, 2015 | parameter estimationTime Series | —Unverified | 0 |
| Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting | Dec 25, 2024 | Computational EfficiencyMultivariate Time Series Forecasting | —Unverified | 0 |
| Decoding Working Memory Load from EEG with LSTM Networks | Oct 12, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Is type 1 diabetes a chaotic phenomenon? | Jul 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Instance Explainable Temporal Network For Multivariate Timeseries | May 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Iterative Bilinear Temporal-Spectral Fusion for Unsupervised Representation Learning in Time Series | Sep 29, 2021 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation | Oct 22, 2024 | Time Series | —Unverified | 0 |
| Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes | Feb 23, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Factors with Gaussian Processes for Forecasting | Nov 30, 2018 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Iterative Sparse Identification of Nonlinear Dynamics | Jun 6, 2024 | Compressive SensingTime Series | —Unverified | 0 |
| iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network | Apr 23, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset | Jun 25, 2025 | Computational EfficiencyQuestion Answering | —Unverified | 0 |
| It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting | Mar 23, 2023 | AllGraph Neural Network | —Unverified | 0 |
| A Two-Stage Coordinative Zonal Volt/VAR Control Scheme for Distribution Systems with High Inverter-based Resources | May 4, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability | Oct 18, 2022 | image-classificationImage Classification | —Unverified | 0 |
| It's a super deal -- train recurrent network on noisy data and get smooth prediction free | Jun 9, 2022 | PredictionTime Series | —Unverified | 0 |
| It's Time to Consider "Time" when Evaluating Recommender-System Algorithms [Proposal] | Oct 29, 2017 | PositionRecommendation Systems | —Unverified | 0 |
| Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting | Jul 1, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Large Scale Time-Series Representation Learning via Simultaneous Low and High Frequency Feature Bootstrapping | Apr 24, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Inspection of methods of empirical mode decomposition | Aug 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |