Data Mining and Machine Learning in Building Energy Analysis

Index

A

• air-handling units (AHU)
• artificial intelligence (AI)
• ALC
• artificial neural networks (ANN)
• automatic relevance determination (ARD)
• auto-regressive
  • integrated moving average (ARIMA)
  • integrated moving average with eXtra inputs (ARIMAX)
  • model with eXtra inputs (ARX)

B, C

• back propagation through time (BPTT)
• building technology, state and community program (BTS)
• classification and regression trees (CART)
• content-based image retrieval (CBIR)
• correlation coefficient (CC)
• conditional demand analysis (CDA)
• COP

D, E, F

• department of energy (DOE)
• energy information administration (EIA)
• empirical risk minimization (ERM)
• energy supplier survey (ESS)
• fault detection and diagnosis (FDD)
• FEC
• feature selection (FS)

G, H, I

• GPU
• household energy end-use project (HEEP)
• heating, ventilating, and air-conditioning (HVAC)
• indoor air quality (IAQ)
• independent component analysis (ICA)
• incomplete Cholesky factorization (ICF)
• intermediate neurons (IN)

K, L

• Karush-Kuhn-Tucher (KKT)
• kernel logistic regression (KLR)
• K-nearest-neighbor (KNN)
• KPCA
• liquefied petroleum gas (LGP)
• Libsvm

M

• MapReduce
• multi-layer perceptrons (MLP)
• message passing interface (MPI)
  • communicator
  • datatypes
  • derived data type
  • function
  • implementation
  • parallel support vector machines
  • point-to-point function
  • process
• MapReduce parallel SVM (MRPsvm)
• mean squared error (MSE)

N, P, Q

• number of support vectors (nSV)
• principle component analysis (PCA)
• PSVM
• quadratic problem (QP)

R, S

• radial basis function (RBF) ...