Computational Optimizations for Machine Learning (MDPI - Multidisciplinary Digital Publishing Institute, 2022)
Keywords: ARIMA model; artificial intelligence; autoencoders; bed roughness; bio-inspired algorithms; CNN architecture; computational intelligence; convolutional neural network; deep compression; deep learning; deep neural networks; DNN; energy dissipation; evolution of weights; evolutionary algorithms; evolutionary computation; feature selection; floating-point numbers; FLOW-3D; generalization error; genetic algorithms; hardware acceleration; Heating; hydraulic jumps; low power; machine learning; Mathematics and Science; meta-heuristic optimization; metaheuristics search; model predictive control; multi-objective optimization; nature inspired algorithms; neural networks; nonlinear systems; online model selection; online optimization; precipitation nowcasting; quantization; radar data; recurrent neural networks; Reference, Information and Interdisciplinary subjects; ReLU; Research and information: general; sensitivity analysis; smart building; soft computing; swarm intelligence; time series analysis; training; Ventilation and Air Conditioning (HVAC)