Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation Jan 17, 2020 Binary Classification Change Point Detection
Code Code Available 1Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher Apr 19, 2020 Data Augmentation Dynamic Time Warping
Code Code Available 1OBSUM: An object-based spatial unmixing model for spatiotemporal fusion of remote sensing images Oct 14, 2023 Object Time Series
Code Code Available 1Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning Sep 14, 2021 counterfactual Counterfactual Reasoning
— Unverified 0Anomalous volatility scaling in high frequency financial data Dec 16, 2015 Time Series Time Series Analysis
— Unverified 0A Framework for Exploring Non-Linear Functional Connectivity and Causality in the Human Brain: Mutual Connectivity Analysis (MCA) of Resting-State Functional MRI with Convergent Cross-Mapping and Non-Metric Clustering Jul 14, 2014 Clustering Functional Connectivity
— Unverified 0ANN Model to Predict Stock Prices at Stock Exchange Markets Dec 17, 2014 Prediction Time Series
— Unverified 0An NLP-Assisted Bayesian Time Series Analysis for Prevalence of Twitter Cyberbullying During the COVID-19 Pandemic Jul 23, 2022 Time Series Time Series Analysis
— Unverified 0A Framework for Evaluating the Impact of Food Security Scenarios Jan 23, 2023 Decision Making Time Series
— Unverified 0Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case Sep 10, 2020 BIG-bench Machine Learning Time Series
— Unverified 0An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation Feb 18, 2025 Heart rate estimation Time Series
— Unverified 0An L0-Norm Constrained Non-Negative Matrix Factorization Algorithm for the Simultaneous Disaggregation of Fixed and Shiftable Loads Jul 31, 2019 Time Series Time Series Analysis
— Unverified 0A framework for anomaly detection using language modeling, and its applications to finance Aug 24, 2019 Anomaly Detection Language Modeling
— Unverified 0An Investigation of the Structural Characteristics of the Indian IT Sector and the Capital Goods Sector: An Application of the R Programming in Time Series Decomposition and Forecasting May 14, 2017 Time Series Time Series Analysis
— Unverified 0An investigation of higher order moments of empirical financial data and the implications to risk Mar 24, 2021 Time Series Time Series Analysis
— Unverified 0A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns Jul 1, 2015 Time Series Analysis Topic Models
— Unverified 0Can Predominant Credible Information Suppress Misinformation in Crises? Empirical Studies of Tweets Related to Prevention Measures during COVID-19 Feb 1, 2021 Management Misinformation
— Unverified 0An Introductory Study on Time Series Modeling and Forecasting Feb 26, 2013 Time Series Time Series Analysis
— Unverified 0An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference Jun 27, 2018 Bayesian Inference Time Series
— Unverified 0A Fourier Transform Approach for Automatic Detection of Oysters Spawning Mar 12, 2023 Time Series Time Series Analysis
— Unverified 0A Formally Robust Time Series Distance Metric Aug 18, 2020 Classification General Classification
— Unverified 0An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data Dec 3, 2018 Activity Recognition Human Activity Recognition
— Unverified 0A Convolutional Neural Network Approach to Supernova Time-Series Classification Jul 19, 2022 Classification Time Series
— Unverified 0An interpretable LSTM neural network for autoregressive exogenous model Apr 14, 2018 Decoder Time Series
— Unverified 0GeoStat Representations of Time Series for Fast Classification Jul 13, 2020 Classification Dynamic Time Warping
— Unverified 0A First Option Calibration of the GARCH Diffusion Model by a PDE Method Jan 18, 2018 Time Series Time Series Analysis
— Unverified 0An Interpretable and Efficient Infinite-Order Vector Autoregressive Model for High-Dimensional Time Series Sep 2, 2022 Time Series Time Series Analysis
— Unverified 0A first econometric analysis of the CRIX family Sep 25, 2020 Clustering Diagnostic
— Unverified 0Can Machine Learning Identify Governing Laws For Dynamics in Complex Engineered Systems ? : A Study in Chemical Engineering Jul 18, 2019 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0Canonical Time Warping for Alignment of Human Behavior Dec 1, 2009 Dynamic Time Warping Time Series
— Unverified 0An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development Mar 25, 2022 Neural Architecture Search Reinforcement Learning (RL)
— Unverified 0Affine and Regional Dynamic Time Warpng May 25, 2015 Dynamic Time Warping Time Series
— Unverified 0A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting Sep 25, 2020 Demand Forecasting Graph Neural Network
— Unverified 0An information-geometric approach to feature extraction and moment reconstruction in dynamical systems Apr 5, 2020 Dimensionality Reduction Time Series Analysis
— Unverified 0A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization Apr 19, 2022 Time Series Time Series Analysis
— Unverified 0Can Agent-Based Models Probe Market Microstructure? Aug 31, 2017 Time Series Time Series Analysis
— Unverified 0An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images Mar 23, 2018 Change Detection General Classification
— Unverified 0An Improvement of PAA on Trend-Based Approximation for Time Series Jun 28, 2019 Anomaly Detection Dimensionality Reduction
— Unverified 0A Feature Selection Method for Multi-Dimension Time-Series Data Apr 22, 2021 Activity Recognition feature selection
— Unverified 0An Improved Online Penalty Parameter Selection Procedure for _1-Penalized Autoregressive with Exogenous Variables Oct 15, 2020 feature selection Time Series
— Unverified 0An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection Aug 19, 2017 Gaussian Processes Missing Values
— Unverified 0A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series Jun 3, 2019 Time Series Time Series Analysis
— Unverified 0Can automated smoothing significantly improve benchmark time series classification algorithms? Nov 1, 2018 Classification Dynamic Time Warping
— Unverified 0An Improved Mathematical Model of Sepsis: Modeling, Bifurcation Analysis, and Optimal Control Study for Complex Nonlinear Infectious Disease System Jan 7, 2022 Bayesian Optimization Time Series Analysis
— Unverified 0An improved LogNNet classifier for IoT application May 30, 2021 Time Series Time Series Analysis
— Unverified 0A fast noise filtering algorithm for time series prediction using recurrent neural networks Jul 16, 2020 Time Series Time Series Analysis
— Unverified 0Animal behavior classification via deep learning on embedded systems Nov 24, 2021 Classification Deep Learning
— Unverified 0Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks Nov 24, 2021 Classification Time Series
— Unverified 0A Fast Evidential Approach for Stock Forecasting Apr 12, 2021 Prediction Stock Price Prediction
— Unverified 0A Consistent Method for Learning OOMs from Asymptotically Stationary Time Series Data Containing Missing Values Aug 11, 2018 Missing Values Time Series
— Unverified 0