Computational Optimizations for Machine Learning
Computational Optimizations for Machine Learning
English[eng]
9783040000000
ARIMA model||time series analysis||online optimization||online model selection||precipitation nowcasting||deep learning||autoencoders||radar data||generalization error||recurrent neural networks||machine learning||model predictive control||nonlinear systems||neural networks||low power||quantization||CNN architecture||multi-objective optimization||genetic algorithms||evolutionary computation||swarm intelligence||Heating, Ventilation and Air Conditioning (HVAC)||metaheuristics search||bio-inspired algorithms||smart building||soft computing||training||evolution of weights||artificial intelligence||deep neural networks||convolutional neural network||deep compression||DNN||ReLU||floating-point numbers||hardware acceleration||energy dissipation||FLOW-3D||hydraulic jumps||bed roughness||sensitivity analysis||feature selection||evolutionary algorithms||nature inspired algorithms||meta-heuristic optimization||computational intelligence
English[eng]
9783040000000
ARIMA model||time series analysis||online optimization||online model selection||precipitation nowcasting||deep learning||autoencoders||radar data||generalization error||recurrent neural networks||machine learning||model predictive control||nonlinear systems||neural networks||low power||quantization||CNN architecture||multi-objective optimization||genetic algorithms||evolutionary computation||swarm intelligence||Heating, Ventilation and Air Conditioning (HVAC)||metaheuristics search||bio-inspired algorithms||smart building||soft computing||training||evolution of weights||artificial intelligence||deep neural networks||convolutional neural network||deep compression||DNN||ReLU||floating-point numbers||hardware acceleration||energy dissipation||FLOW-3D||hydraulic jumps||bed roughness||sensitivity analysis||feature selection||evolutionary algorithms||nature inspired algorithms||meta-heuristic optimization||computational intelligence