Browse State-of-the-Art › Time Series Analysis › Papers, page 48

Time Series Analysis

Papers archive 2025-07-28

archive papers tagged: 6,748 · with a code link: 1,993 · where Syntology ran a sample: 383 (327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (383 of 6,748 tagged: 327 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument)

Page 48 of 68: papers 4,701 to 4,800 of 6,748, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data
  2 May 2020 0 repositories listed
• Comparing Lexical Usage in Political Discourse across Diachronic Corpora
  1 May 2020 0 repositories listed
• Integrated Time Series Summarization and Prediction Algorithm and its Application to COVID-19 Data Mining
  1 May 2020 0 repositories listed
• Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction
  1 May 2020 0 repositories listed
• Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation
  30 Apr 2020 0 repositories listed
• Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization
  30 Apr 2020 0 repositories listed
• Emerging Relation Network and Task Embedding for Multi-Task Regression Problems
  29 Apr 2020 0 repositories listed
• End-to-end NILM System Using High Frequency Data and Neural Networks
  29 Apr 2020 0 repositories listed
• Multi-Decoder RNN Autoencoder Based on Variational Bayes Method
  29 Apr 2020 0 repositories listed
• Classifying Image Sequences of Astronomical Transients with Deep Neural Networks
  28 Apr 2020 0 repositories listed
• Effects of weather and policy intervention on COVID-19 infection in Ghana
  28 Apr 2020 0 repositories listed
• Mapping Coupled Time-series Onto Complex Network
  28 Apr 2020 0 repositories listed
• SARS-COV-2 Pandemic: Understanding the Impact of Lockdown in the Most Affected States of India
  28 Apr 2020 0 repositories listed
• Time Series Forecasting With Deep Learning: A Survey
  28 Apr 2020 0 repositories listed
• Adaptive model selection in photonic reservoir computing by reinforcement learning
  27 Apr 2020 0 repositories listed
• Application of Deep Interpolation Network for Clustering of Physiologic Time Series
  27 Apr 2020 0 repositories listed
• Data-Driven Construction of Data Center Graph of Things for Anomaly Detection
  27 Apr 2020 0 repositories listed
• Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN)
  27 Apr 2020 0 repositories listed
• Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks
  27 Apr 2020 0 repositories listed
• A dynamic conditional approach to portfolio weights forecasting
  26 Apr 2020 0 repositories listed
• Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media
  26 Apr 2020 0 repositories listed
• Uncovering the Dynamics of Correlation Structures Relative to the Collective Market Motion
  26 Apr 2020 0 repositories listed
• The new face of multifractality: Multi-branchedness and the phase transitions in time series of mean inter-event times
  25 Apr 2020 0 repositories listed
• Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand
  25 Apr 2020 0 repositories listed
• A Graph-constrained Changepoint Detection Approach for ECG Segmentation
  24 Apr 2020 0 repositories listed
• Explicit Domain Adaptation with Loosely Coupled Samples
  24 Apr 2020 0 repositories listed
• Sensor selection on graphs via data-driven node sub-sampling in network time series
  24 Apr 2020 0 repositories listed
• Uncertainty Modelling in Risk-averse Supply Chain Systems Using Multi-objective Pareto Optimization
  24 Apr 2020 0 repositories listed
• Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility
  23 Apr 2020 0 repositories listed
• Rotated spectral principal component analysis (rsPCA) for identifying dynamical modes of variability in climate systems
  23 Apr 2020 0 repositories listed
• A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs
  22 Apr 2020 0 repositories listed
• Applications of shapelet transform to time series classification of earthquake, wind and wave data
  22 Apr 2020 0 repositories listed
• Memory and forecasting capacities of nonlinear recurrent networks
  22 Apr 2020 0 repositories listed
• Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting
  22 Apr 2020 0 repositories listed
• A Deep Learning Approach for Motion Forecasting Using 4D OCT Data
  21 Apr 2020 0 repositories listed
• Structural clustering of volatility regimes for dynamic trading strategies
  21 Apr 2020 0 repositories listed
• A Benchmark Study on Time Series Clustering
  20 Apr 2020 0 repositories listed
• Characters as Graphs: Recognizing Online Handwritten Chinese Characters via Spatial Graph Convolutional Network
  20 Apr 2020 0 repositories listed
• A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting
  20 Apr 2020 0 repositories listed
• Network Anomaly Detection based on Tensor Decomposition
  20 Apr 2020 0 repositories listed
• How macroscopic laws describe complex dynamics: asymptomatic population and CoviD-19 spreading
  19 Apr 2020 0 repositories listed
• Information flow networks of Chinese stock market sectors
  19 Apr 2020 0 repositories listed
• Kernels for time series with irregularly-spaced multivariate observations
  18 Apr 2020 0 repositories listed
• Predicting Online Item-choice Behavior: A Shape-restricted Regression Perspective
  18 Apr 2020 0 repositories listed
• A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models
  17 Apr 2020 0 repositories listed
• Exploring time-series motifs through DTW-SOM
  17 Apr 2020 0 repositories listed
• Forecasting Multi-Dimensional Processes over Graphs
  17 Apr 2020 0 repositories listed
• Predictability of Power Grid Frequency
  17 Apr 2020 0 repositories listed
• Outlier detection at the parcel-level in wheat and rapeseed crops using multispectral and SAR time series
  17 Apr 2020 0 repositories listed
• Coronavirus (COVID-19): ARIMA based time-series analysis to forecast near future
  16 Apr 2020 0 repositories listed
• Random thoughts about Complexity, Data and Models
  16 Apr 2020 0 repositories listed
• Rapidly evaluating lockdown strategies using spectral analysis: the cycles behind new daily COVID-19 cases and what happens after lockdown
  16 Apr 2020 0 repositories listed
• Asset Pricing with General Transaction Costs: Theory and Numerics
  15 Apr 2020 0 repositories listed
• Conditional-UNet: A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables
  15 Apr 2020 0 repositories listed
• Characterizing the memory capacity of transmon qubit reservoirs
  15 Apr 2020 0 repositories listed
• Hidden Markov Neural Networks
  15 Apr 2020 0 repositories listed
• Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification
  14 Apr 2020 0 repositories listed
• Detecting Driver's Distraction using Long-term Recurrent Convolutional Network
  14 Apr 2020 0 repositories listed
• Contrastive Blind Denoising Autoencoder for Real-Time Denoising of Industrial IoT Sensor Data
  14 Apr 2020 0 repositories listed
• The leverage effect and other stylized facts displayed by Bitcoin returns
  13 Apr 2020 0 repositories listed
• Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems
  13 Apr 2020 0 repositories listed
• A tale of two toolkits, report the third: on the usage and performance of HIVE-COTE v1.0
  13 Apr 2020 0 repositories listed
• Clustering Time Series Data through Autoencoder-based Deep Learning Models
  11 Apr 2020 0 repositories listed
• On Error Correction Neural Networks for Economic Forecasting
  11 Apr 2020 0 repositories listed
• Industrial Forecasting with Exponentially Smoothed Recurrent Neural Networks
  9 Apr 2020 0 repositories listed
• Flexible Transmitter Network
  8 Apr 2020 0 repositories listed
• Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)
  8 Apr 2020 0 repositories listed
• Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs
  7 Apr 2020 0 repositories listed
• Challenges in Forecasting Malicious Events from Incomplete Data
  6 Apr 2020 0 repositories listed
• Forecasting in multivariate irregularly sampled time series with missing values
  6 Apr 2020 0 repositories listed
• TSInsight: A local-global attribution framework for interpretability in time-series data
  6 Apr 2020 0 repositories listed
• An information-geometric approach to feature extraction and moment reconstruction in dynamical systems
  5 Apr 2020 0 repositories listed
• ReRe: A Lightweight Real-time Ready-to-Go Anomaly Detection Approach for Time Series
  5 Apr 2020 0 repositories listed
• ForecastTB An R Package as a Test-Bench for Time Series Forecasting Application of Wind Speed and Solar Radiation Modeling
  4 Apr 2020 0 repositories listed
• Recognizing Long Grammatical Sequences Using Recurrent Networks Augmented With An External Differentiable Stack
  4 Apr 2020 0 repositories listed
• Generating Similarity Map for COVID-19 Transmission Dynamics with Topological Autoencoder
  3 Apr 2020 0 repositories listed
• Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units
  3 Apr 2020 0 repositories listed
• Spatio-Temporal Graph Structure Learning for Traffic Forecasting
  3 Apr 2020 0 repositories listed
• Enhance the performance of navigation: A two-stage machine learning approach
  2 Apr 2020 0 repositories listed
• Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art
  1 Apr 2020 0 repositories listed
• Quantifying the Economic Impact of Extreme Shocks on Businesses using Human Mobility Data: a Bayesian Causal Inference Approach
  1 Apr 2020 0 repositories listed
• Stationarity of Time-Series on Graph via Bivariate Translation Invariance
  1 Apr 2020 0 repositories listed
• Time-varying volatility in Bitcoin market and information flow at minute-level frequency
  1 Apr 2020 0 repositories listed
• A wavelet analysis of inter-dependence, contagion and long memory among global equity markets
  31 Mar 2020 0 repositories listed
• Adversarial Attacks on Multivariate Time Series
  31 Mar 2020 0 repositories listed
• COVID-19 infection and recovery in various countries: Modeling the dynamics and evaluating the non-pharmaceutical mitigation scenarios
  31 Mar 2020 0 repositories listed
• Current state of nonlinear-type time-frequency analysis and applications to high-frequency biomedical signals
  31 Mar 2020 0 repositories listed
• Financial Market Trend Forecasting and Performance Analysis Using LSTM
  31 Mar 2020 0 repositories listed
• Machine Learning Algorithms for Financial Asset Price Forecasting
  31 Mar 2020 0 repositories listed
• The fractal time growth of COVID-19 pandemic: an accurate self-similar model, and urgent conclusions
  31 Mar 2020 0 repositories listed
• When Ramanujan meets time-frequency analysis in complicated time series analysis
  31 Mar 2020 0 repositories listed
• Difference Attention Based Error Correction LSTM Model for Time Series Prediction
  30 Mar 2020 0 repositories listed
• Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime
  30 Mar 2020 0 repositories listed
• High-dimensional mixed-frequency IV regression
  30 Mar 2020 0 repositories listed
• A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting
  29 Mar 2020 0 repositories listed
• Ensemble Forecasting of Monthly Electricity Demand using Pattern Similarity-based Methods
  29 Mar 2020 0 repositories listed
• Topological Data Analysis in Text Classification: Extracting Features with Additive Information
  29 Mar 2020 0 repositories listed
• Circulant Singular Spectrum Analysis: A new automated procedure for signal extraction
  28 Mar 2020 0 repositories listed
• ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series
  27 Mar 2020 0 repositories listed
• Spatiotemporal Adaptive Neural Network for Long-term Forecasting of Financial Time Series
  27 Mar 2020 0 repositories listed