Browse State-of-the-Art › Time Series Analysis › Papers, page 58

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 58 of 68: papers 5,701 to 5,800 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.

• Focusing on What is Relevant: Time-Series Learning and Understanding using Attention
  22 Jun 2018 0 repositories listed
• What Makes An Asset Useful?
  21 Jun 2018 0 repositories listed
• Kernel Methods for Nonlinear Connectivity Detection
  19 Jun 2018 0 repositories listed
• Denoising Time Series Data Using Asymmetric Generative Adversarial Networks
  17 Jun 2018 0 repositories listed
• Multi-variable LSTM neural network for autoregressive exogenous model
  17 Jun 2018 0 repositories listed
• Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery
  15 Jun 2018 0 repositories listed
• A review on distance based time series classification
  12 Jun 2018 0 repositories listed
• The Role of Agricultural Sector Productivity in Economic Growth: The Case of Iran's Economic Development Plan
  11 Jun 2018 0 repositories listed
• Stationary Geometric Graphical Model Selection
  10 Jun 2018 0 repositories listed
• Discovering Signals from Web Sources to Predict Cyber Attacks
  8 Jun 2018 0 repositories listed
• EigenNetworks
  5 Jun 2018 0 repositories listed
• History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora
  4 Jun 2018 0 repositories listed
• Deep Neural Models of Semantic Shift
  1 Jun 2018 0 repositories listed
• Jerk-Aware Video Acceleration Magnification
  1 Jun 2018 0 repositories listed
• RiskFinder: A Sentence-level Risk Detector for Financial Reports
  1 Jun 2018 0 repositories listed
• Sea surface temperature prediction and reconstruction using patch-level neural network representations
  1 Jun 2018 0 repositories listed
• Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems
  31 May 2018 0 repositories listed
• Predicting County Level Corn Yields Using Deep Long Short Term Memory Models
  30 May 2018 0 repositories listed
• Currency exchange prediction using machine learning, genetic algorithms and technical analysis
  29 May 2018 0 repositories listed
• Unsupervised detection of diachronic word sense evolution
  29 May 2018 0 repositories listed
• Statistical properties and multifractality of Bitcoin
  26 May 2018 0 repositories listed
• Dynamic Advisor-Based Ensemble (dynABE): Case study in stock trend prediction of critical metal companies
  24 May 2018 0 repositories listed
• Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM
  24 May 2018 0 repositories listed
• Structure Learning from Time Series with False Discovery Control
  24 May 2018 0 repositories listed
• Approximate Newton-based statistical inference using only stochastic gradients
  23 May 2018 0 repositories listed
• Machine-learning inference of fluid variables from data using reservoir computing
  23 May 2018 0 repositories listed
• Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing
  23 May 2018 0 repositories listed
• Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits
  22 May 2018 0 repositories listed
• Structured Bayesian Gaussian process latent variable model
  22 May 2018 0 repositories listed
• STS Classification with Dual-stream CNN
  20 May 2018 0 repositories listed
• On Attention Models for Human Activity Recognition
  19 May 2018 0 repositories listed
• Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference
  18 May 2018 0 repositories listed
• Taxi demand forecasting: A HEDGE based tessellation strategy for improved accuracy
  17 May 2018 0 repositories listed
• Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions
  16 May 2018 0 repositories listed
• A Tempt to Unify Heterogeneous Driving Databases using Traffic Primitives
  13 May 2018 0 repositories listed
• Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics
  11 May 2018 0 repositories listed
• Robust and Scalable Models of Microbiome Dynamics
  11 May 2018 0 repositories listed
• An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending
  10 May 2018 0 repositories listed
• Density Forecasts in Panel Data Models: A Semiparametric Bayesian Perspective
  10 May 2018 0 repositories listed
• Structural Breaks in Time Series
  10 May 2018 0 repositories listed
• Towards a universal neural network encoder for time series
  10 May 2018 0 repositories listed
• Foundations of Sequence-to-Sequence Modeling for Time Series
  9 May 2018 0 repositories listed
• Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders
  9 May 2018 0 repositories listed
• 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine
  7 May 2018 0 repositories listed
• Dynamic and Static Topic Model for Analyzing Time-Series Document Collections
  6 May 2018 0 repositories listed
• Modeling Dengue Vector Population Using Remotely Sensed Data and Machine Learning
  4 May 2018 0 repositories listed
• Using Quantum Mechanics to Cluster Time Series
  4 May 2018 0 repositories listed
• An Evaluation of Classification and Outlier Detection Algorithms
  2 May 2018 0 repositories listed
• COBRAS-TS: A new approach to Semi-Supervised Clustering of Time Series
  2 May 2018 0 repositories listed
• Estimating Gradual-Emotional Behavior in One-Minute Videos with ESNs
  2 May 2018 0 repositories listed
• Robustness of sentence length measures in written texts
  2 May 2018 0 repositories listed
• Linguistically-driven Framework for Computationally Efficient and Scalable Sign Recognition
  1 May 2018 0 repositories listed
• Scalable Visualisation of Sentiment and Stance
  1 May 2018 0 repositories listed
• Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Analysis
  29 Apr 2018 0 repositories listed
• Towards Experienced Anomaly Detector through Reinforcement Learning
  29 Apr 2018 0 repositories listed
• Learning from multivariate discrete sequential data using a restricted Boltzmann machine model
  28 Apr 2018 0 repositories listed
• Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series
  26 Apr 2018 0 repositories listed
• A posteriori multi-stage optimal trading under transaction costs and a diversification constraint
  25 Apr 2018 0 repositories listed
• On The Complexity of Sparse Label Propagation
  25 Apr 2018 0 repositories listed
• A Data-Driven Approach for Modeling Stochasticity in Oil Market
  24 Apr 2018 0 repositories listed
• Econometric Modeling of Regional Electricity Spot Prices in the Australian Market
  23 Apr 2018 0 repositories listed
• Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery
  23 Apr 2018 0 repositories listed
• Statistical and Economic Evaluation of Time Series Models for Forecasting Arrivals at Call Centers
  23 Apr 2018 0 repositories listed
• A Deep Learning Approach for Forecasting Air Pollution in South Korea Using LSTM
  21 Apr 2018 0 repositories listed
• Calibration-free B0 correction of EPI data using structured low rank matrix recovery
  20 Apr 2018 0 repositories listed
• High Dimensional Time Series Generators
  17 Apr 2018 0 repositories listed
• On Improving Deep Reinforcement Learning for POMDPs
  17 Apr 2018 0 repositories listed
• Option Pricing under Fast-varying and Rough Stochastic Volatility
  16 Apr 2018 0 repositories listed
• Detecting Concrete Abnormality Using Time-series Thermal Imaging and Supervised Learning
  15 Apr 2018 0 repositories listed
• An interpretable LSTM neural network for autoregressive exogenous model
  14 Apr 2018 0 repositories listed
• Predicting Cyber Events by Leveraging Hacker Sentiment
  14 Apr 2018 0 repositories listed
• Causal Inference via Kernel Deviance Measures
  12 Apr 2018 0 repositories listed
• Model identification for ARMA time series through convolutional neural networks
  12 Apr 2018 0 repositories listed
• Anomaly Detection for Industrial Big Data
  9 Apr 2018 0 repositories listed
• Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model Loss
  8 Apr 2018 0 repositories listed
• Expressway visibility estimation based on image entropy and piecewise stationary time series analysis
  8 Apr 2018 0 repositories listed
• Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space
  5 Apr 2018 0 repositories listed
• Bag of Recurrence Patterns Representation for Time-Series Classification
  29 Mar 2018 0 repositories listed
• Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis
  29 Mar 2018 0 repositories listed
• Spatial heterogeneity analyses identify limitations of epidemic alert systems: Monitoring influenza-like illness in France
  29 Mar 2018 0 repositories listed
• Epileptic Seizure Detection: A Deep Learning Approach
  27 Mar 2018 0 repositories listed
• Kinetic Compressive Sensing
  27 Mar 2018 0 repositories listed
• Non-Linear Temporal Subspace Representations for Activity Recognition
  27 Mar 2018 0 repositories listed
• Scalable photonic reinforcement learning by time-division multiplexing of laser chaos
  26 Mar 2018 0 repositories listed
• An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images
  23 Mar 2018 0 repositories listed
• Chatter Classification in Turning Using Machine Learning and Topological Data Analysis
  23 Mar 2018 0 repositories listed
• Nonlinear Deconvolution by Sampling Biophysically Plausible Hemodynamic Models
  23 Mar 2018 0 repositories listed
• Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks
  22 Mar 2018 0 repositories listed
• An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples
  21 Mar 2018 0 repositories listed
• Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
  20 Mar 2018 0 repositories listed
• Learning non-Gaussian Time Series using the Box-Cox Gaussian Process
  19 Mar 2018 0 repositories listed
• Universal features of price formation in financial markets: perspectives from Deep Learning
  19 Mar 2018 0 repositories listed
• Coordinating users of shared facilities via data-driven predictive assistants and game theory
  16 Mar 2018 0 repositories listed
• Forecasting Economics and Financial Time Series: ARIMA vs. LSTM
  16 Mar 2018 0 repositories listed
• Theory and Algorithms for Forecasting Time Series
  15 Mar 2018 0 repositories listed
• Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology
  14 Mar 2018 0 repositories listed
• Adaptive Kernel Estimation of the Spectral Density with Boundary Kernel Analysis
  11 Mar 2018 0 repositories listed
• Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models
  11 Mar 2018 0 repositories listed
• Sales forecasting using WaveNet within the framework of the Kaggle competition
  11 Mar 2018 0 repositories listed
• ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting
  10 Mar 2018 0 repositories listed