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Data Science & Analytics

4,466 papers (1 classified directly here)

Subtopics

Applications (2,978) Methods (1,725)

Papers per year

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Papers (including subtopics)

Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows IJCAI 2024
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts EMNLP 2024
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval NIPS 2024
Autism Detection in Speech – A Survey EACL 2024
Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024
Leveraging Conflicts in Social Media Posts: Unintended Offense Dataset EMNLP 2024
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024
Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024
A Survey on Cross-Domain Sequential Recommendation IJCAI 2024
Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting IJCAI 2024
Sparse Graphical Linear Dynamical Systems JMLR 2024
K-means and hierarchical clustering of f0 contours INTERSPEECH 2024
Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation IJCAI 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
Rater Cohesion and Quality from a Vicarious Perspective EMNLP 2024
Validation, Robustness, and Accuracy of Perturbation-Based Sensitivity Analysis Methods for Time-Series Deep Learning Models AAAI 2024
Decoupled Invariant Attention Network for Multivariate Time-series Forecasting IJCAI 2024
SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated With Multiple Key Cropping Parameters WACV 2024
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ACL 2024
Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow AAAI 2024
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding NIPS 2024
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection NIPS 2024
The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change EACL 2024