⏱️ Time Series Analysis - hello · Scour

A decoder-only foundation model for time-series forecasting 📉Time Series

research.google·1d

Autocorrelation Reintroduces Spectral Bias in KANs for Time Series Forecasting 📉Time Series

Building a Scalable, Explainable Demand Forecasting System for Enterprise Retail 🦙Ollama

hackernoon.com·10h

Recursive forecasting: Eliciting long-term forecasts from myopic fitness-seekers 🎲Deterministic Simulation

lesswrong.com·2d

Artificial General Intelligence Forecasting and Scenario Analysis: State of the Field, Methodological Gaps, and Strategic Implications 📉Time Series

GCA-BULF: A Bottom-Up Framework for Short-Term Load Forecasting Using Grouped Critical Appliances 📈Time-Series Databases

Observable Neural ODEs for Identifiable Causal Forecasting in Continuous Time 📱Edge AI

Empirical Assessment of Time-Series Foundation Models For Power System Forecasting Applications 📉Time Series

Electricity price forecasting across Norway's five bidding zones in the post-crisis era 📉Time Series

Time-Series Forecasting in Safety-Critical Environments: An EU-AI-Act-Compliant Open-Source Package / Zeitreihenprognose in sicherheitskritischen Umgebungen: Ein KI-VO-konformes Open-Source-Paket 📉Grafana

Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis 📡Signal Processing

Generative diffusion models for spatiotemporal influenza forecasting ⚡Incremental Computation

Machine Learning and Deep Learning Models for Short Term Electricity Price Forecasting in Australia's National Electricity Market 🔬Deep Learning

Liquid Neural Network Models for Natural Gas Spot Price Time-Series Forecasting 📉Time Series

SolarTformer: A Transformer Based Deep Learning Approach for Short Term Solar Power Forecasting 🤖TVM

CLVAE: A Variational Autoencoder for Long-Term Customer Revenue Forecasting 📱Edge AI

Interpretable Physics-Informed Load Forecasting for U.S. Grid Resilience: SHAP-Guided Ensemble Validation in Hybrid Deep Learning Under Extreme Weather 🧠Machine Learning

BiTA: Bidirectional Gated Recurrent Unit-Transformer Aggregator in a Temporal Graph Network Framework for Alert Prediction in Computer Networks 🤖Transformers

Context-Aware Hospitalization Forecasting Evaluations for Decision Support using LLMs 🦙Ollama

GeoCert: Certified Geometric AI for Reliable Forecasting 📐Computational Geometry

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