Keyphrases
F1 Score
100%
Indoor Environmental Data
88%
Sound Pressure Level
66%
Feedforward Neural Network
66%
Convolutional Neural Network
66%
Machine Learning
66%
Building Energy Simulation
66%
Occupancy Models
66%
Window Operation
66%
Non-intrusive
66%
Illuminance
66%
Long Short-term Memory Network
66%
Model Order Reduction
66%
Operational Modelling
66%
Autoencoder
66%
Deep Learning
66%
Office Room
66%
Occupancy Detection
66%
Open-plan Office
66%
Bayesian Optimization
55%
Campus Buildings
46%
Energy Performance
46%
Long Short-term Memory
44%
Reduced Order Model
40%
Deep Learning Methods
35%
Post-hoc Explainability
33%
Germany
33%
Air Temperature
33%
Machine Learning Models
33%
Random Optimization
33%
XGBoost
33%
Model Features
33%
Humidity
33%
Ground Truth Data
33%
Optimization Techniques
33%
Random Forest
33%
Dense Neural Network
33%
Hyperparameter Optimization
33%
Accuracy Score
33%
Sensory Devices
33%
Energy Consumption
33%
Indoor Air Quality
33%
Internet of Things
33%
Occupancy
33%
Temporal Dependence
33%
Munich
33%
Building Occupants
33%
CO2 Concentration
33%
Internet Technology
33%
Sliding Window
33%
Original Model
26%
Detailed Model
26%
Simulation Time
26%
Low Dimension
26%
Early Stopping
22%
True Positive Rate
22%
Class Weights
22%
Network Model
22%
System Data
22%
Imbalanced Data
22%
Bidirectional Long Short-term Memory (BiLSTM)
22%
Training Epochs
22%
Hyperparameter Tuning
22%
Stateful
22%
Memory Type
22%
Weather Data
22%
Feature Importance Score
22%
Artificial Neural Network
22%
Explainability
22%
Ensemble Model
22%
Training Time
22%
Model Explanation
22%
Sensory Systems
22%
Interval Comparison
22%
Operation Data
22%
Network Training
22%
Weather Station
22%
Extensive Training
22%
Model Simulation
13%
Energy Demand
13%
Energy Scenarios
13%
Detailed Simulation
13%
Thermal Zone
13%
Complex Geometry
13%
Unsupervised Deep Neural Network
13%
Hyperparameters
13%
Clustering Algorithm
13%
Complex Buildings
13%
Multi-zone
13%
Dimension Features
13%
Model Support
13%
Numerical Optimization
13%
Reduced Simulation
13%
Complex Time Series
13%
Multi-zone Building
13%
Time Series Data
13%
Whole Building
13%
Retrofit Scenarios
13%
Energy Behaviour
13%
Total Error
13%
Scenario Development
13%
Engineering
Autoencoder
66%
Sound Pressure Level
66%
Simulation Mode
66%
Energy Building
66%
Convolutional Neural Network
66%
Illuminance
66%
Learning System
66%
Internet-Of-Things
66%
Energy Performance
46%
Reduced Order Model
40%
Optimization Technique
33%
Feature Model
33%
Relative Humidity
33%
Air Quality
33%
Building Occupant
33%
Random Forest
33%
Indoor Air
33%
Germany
33%
Simulation Time
26%
Detailed Model
26%
Energy Simulation
13%
Proof-of-Concept
13%
Simulation Tool
13%
Retrofit
13%
Clustering Algorithm
13%
Energy Scenario
13%
Data Series
13%
Energy Behavior
13%
Numerical Optimization
13%
Thermal Zone
13%
Deep Learning Method
13%