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Showing 7951–8000 of 9169 papers

TitleStatusHype
Multi-task Learning for Financial Forecasting—0
Dataset: Rare Event Classification in Multivariate Time SeriesCode0
Complex market dynamics in the light of random matrix theory—0
Unified recurrent neural network for many feature types—0
A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings—0
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn—0
Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data—0
Human activity recognition based on time series analysis using U-Net—0
Ordinal Synchronization: Using ordinal patterns to capture interdependencies between time series—0
InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal DynamicsCode0
From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers—0
A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine—0
Mind Your POV: Convergence of Articles and Editors Towards Wikipedia's Neutrality Norm—0
Similarity measure for Public Persons—0
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman FiltersCode0
Random Warping Series: A Random Features Method for Time-Series EmbeddingCode0
Explainable time series tweaking via irreversible and reversible temporal transformationsCode0
Anomaly Detection with Generative Adversarial Networks for Multivariate Time SeriesCode0
A Time Series Graph Cut Image Segmentation Scheme for Liver Tumors—0
Temporal Pattern Attention for Multivariate Time Series ForecastingCode0
Cluster Variational Approximations for Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data—0
Deep learning for time series classification: a reviewCode2
Memristive LSTM network hardware architecture for time-series predictive modeling problem—0
Order book model with herd behavior exhibiting long-range memoryCode0
Change-Point Testing for Risk Measures in Time Series—0
Constrained Generation of Semantically Valid Graphs via Regularizing Variational AutoencodersCode0
Revisiting Inaccuracies of Time Series Averaging under Dynamic Time Warping—0
A Memory-Network Based Solution for Multivariate Time-Series ForecastingCode0
From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning—0
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing—0
MASA: Motif-Aware State Assignment in Noisy Time Series DataCode0
Bayesian Nonparametric Spectral EstimationCode0
Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters—0
Scalable Learning in Reproducing Kernel Krein Spaces—0
VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading—0
A Deep Learning Spatiotemporal Prediction Framework for Mobile Crowdsourced Services—0
Complete Inference of Causal Relations between Dynamical SystemsCode0
Proximity Forest: An effective and scalable distance-based classifier for time seriesCode1
Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results—0
Elastic bands across the path: A new framework and methods to lower bound DTWCode0
Exponential inequalities for nonstationary Markov Chains—0
Testing of Binary Regime Switching Models using Squeeze Duration Analysis—0
Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing—0
SeriesNet:A Generative Time Series Forecasting Model—0
Optimizing the Union of Intersections LASSO (UoI_LASSO) and Vector Autoregressive (UoI_VAR) Algorithms for Improved Statistical Estimation at Scale—0
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks—0
Data Consistency Approach to Model ValidationCode0
Short-term load forecasting using optimized LSTM networks based on EMD—0
Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach—0
LARNN: Linear Attention Recurrent Neural NetworkCode0
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