Performance evaluation of artificial intelligence paradigms—artificial neural networks, fuzzy logic, and adaptive neuro-fuzzy inference system for flood prediction - Tabbussum, Ruhhee; Dar, Abdul Qayoom (Environmental science and pollution research international, 2021)
Keywords: Accuracy; Adaptive systems; Algorithms; Aquatic Pollution; Artificial intelligence; Artificial neural networks; Atmospheric Protection/Air Quality Control/Air Pollution; Back propagation; Back propagation networks; Bayesian analysis; Bayesian theory; Computer simulation; Conjugates; Earth and Environmental Science; Economic impact; Ecotoxicology; Environment; Environmental Chemistry; Environmental Health; Environmental science; Flood control; Flood forecasting; Flood predictions; Floods; Fuzzy logic; Fuzzy systems; Inference; Mathematical models; Mean square errors; Neural networks; Performance evaluation; Performance measurement; prediction; Prediction models; prognosis; Regularization; Research Article; Root-mean-square errors; socioeconomics; Statistical analysis; Stream discharge; Stream flow; Waste Water Technology; Water Management; Water Pollution Control; Gaussian membership function; Takagi-Sugeno fuzzy inference system; Levenberg Marquardt neural network; Flood forecasting; Subtractive clustering; Adaptive neuro-fuzzy inference system