Closed-Loop Deep Learning Improves E-Commerce Pricing and Forecasting
A new closed-loop framework using Transformer-based forecasting and Proximal Policy Optimization improves e-commerce dynamic pricing and demand accuracy by integrating ...
Tag: demand forecasting
Study Evaluates Implementation Fidelity of Medicine Forecasting in Tanzanian Health Facilities
A comprehensive four-year mixed-methods evaluation across primary healthcare facilities in mainland Tanzania has revealed a moderate overall level of implementation ...
AI Digital Twin Models Small Enterprise Energy Demand in Case Study
A case study demonstrated that an artificial intelligence digital twin using interpretable regression matched complex machine learning models for energy ...
Sorting-inspired data prioritization cuts supply chain costs in simulation study
A simulation study published in Discover Computing reports that a hybrid framework combining a sorting-inspired data prioritization score with neural ...
Prompt-engineered embeddings fail to beat strong tabular models in demand forecasting benchmark
A new benchmark finds that prompt-engineered contextual embeddings improved Random Forest but failed to outperform a strong tabular XGBoost model ...
Machine learning review maps 78 studies on inventory forecasting and market trends
A systematic review of 78 papers examines how machine learning methods support demand forecasting and inventory decision-making.
Ancona cold-ironing model links hourly forecasts to 44.9% capacity reduction
A one-year Port of Ancona modelling study found that autoregressive forecasting of cold-ironing demand could support 95th-percentile infrastructure sizing and ...
Stable and time-aware explanations for supply-chain forecasts: A lean XAI framework
A lean XAI framework combining SHAP, SHAPTime, and rolling-origin validation delivers stable, horizon-aware explanations for supply-chain demand forecasts on the ...
AI Learns to Stock the Shelves Before the Livestream Begins
Researchers have built an AI framework that forecasts demand for individual live-streaming shopping sessions and uses reinforcement learning to automatically ...
AI Ordering System Helps Small Businesses Weather Supply Chain Shocks, But Not Always
A new benchmark study shows that an uncertainty-aware AI decision support system significantly improves small-business supply chain resilience, but its ...
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!