Adaptive Forecasting in AI

This cluster studies adaptive forecasting techniques employing artificial intelligence for model improvement. It encompasses methods that dynamically adjust predictions based on evolving data patterns.

Adaptive Forecasting
AI
Model Improvement
Predictions
Data Patterns

3,716 papers

Parent topic: Intelligent Systems and Learning

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Papers Over Time

1960197019801990200020102020

Top Papers

Bi-directional Long Short-Term Memory Method Based On Attention Mechanism And Rolling Update For Short-Term Load Forecasting

2019 · 253 citations

Improvement Of Auto-Regressive Integrated Moving Average Models Using Fuzzy Logic And Artificial Neural Networks (ANNs)

2009 · 205 citations

Modeling And Simulation Of An Adaptive Neuro-Fuzzy Inference System (ANFIS) For Mobile Learning

2012 · 204 citations

Forecasting The COMEX Copper Spot Price By Means Of Neural Networks And ARIMA Models

2015 · 127 citations

Real-Time Mobile Food Recognition System

2013 · 124 citations

Time-dependent Area-Based Pricing For Multimodal Systems With Heterogeneous Users In An Agent-Based Environment

2016 · 117 citations

The Discriminative Functional Mixture Model For A Comparative Analysis Of Bike Sharing Systems

2015 · 113 citations

Practical Experiences With An Adaptive Neural Network Short-Term Load Forecasting System

1995 · 110 citations

Multi-step-ahead Wind Speed Forecasting Based On Optimal Feature Selection And A Modified Bat Algorithm With The Cognition Strategy

2018 · 104 citations

Development Of Drowsiness Detection System

0 · 103 citations

Personal Mobility In Metaverse With Autonomous Vehicles Using Q-Rung Orthopair Fuzzy Sets Based OPA-RAFSI Model

2022 · 102 citations

An Alert Classification System For Monitoring And Assessing The ENSO Cycle

2007 · 89 citations

Adaptive Mobile Activity Recognition System With Evolving Data Streams

2015 · 84 citations

Human Activities Of Daily Living Recognition Using Fuzzy Logic For Elderly Home Monitoring

2009 · 84 citations

The ANN-based Computing Of Drowsy Level

2009 · 72 citations

Application Of Adaptive Neuro-Fuzzy Inference System For Vigilance Level Estimation By Using Wavelet-Entropy Feature Extraction

2009 · 69 citations

Citywide Bike Usage Prediction In A Bike-Sharing System

2020 · 69 citations

Predicting Bike Sharing Demand Using Recurrent Neural Networks

2019 · 60 citations

Hierarchical Prediction Based On Two-Level Gaussian Mixture Model Clustering For Bike-Sharing System

2019 · 59 citations

Multi-task Short-Term Reactive And Active Load Forecasting Method Based On attention-LSTM Model

2022 · 57 citations