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Assuntos:
“...Selection and Tuning of Algorithms...”
Algoritmos de calibração e segmentação de trajetórias de objetos móveis com critérios não-supervisionado e semi-supervisionado
Tese
3
Assuntos:
“...Hyperparameter tuning...”
Use of meta-learning for hyperparameter tuning of classification problems
Tese
4
Assuntos:
“...Risk and Reliability in Oil and Gas Industries...”
Models for quantifying risk and reliability metrics via metaheuristics and support vector machines
Tese
5
“... scenarios. The classical history matching approach uses numerical simulation and tuning of geological...”
Optimization and control of reservoir models using system identification and machine learning tools
Dissertação
6
“... CMFWI as it compares data with different frequency contents. This work also introduces an auto-tuning...”
Intra-node and Inter-node load balancing and other scalable approaches for high-performance seismic processing
Tese
7
Assuntos:
“...Genetic algorithm...”
Otimização de parâmetros de controladores difusos para estruturas inteligentes
Dissertação
8
Assuntos:
“...GrowCut algorithm...”
Desenvolvimento de um mecanismo semi-supervisionado para segmentação de tumores em imagens de mamografia digital
Tese
9
10
Assuntos:
“...Mills and mill-work...”
Otimizacão do consumo de energia em moinhos de rolos do tipo Raymond através do algoritmo Particle Swarm Optimization em um modelo surrogate baseado em Random Forest
Dissertação
11
12
“... of suitable features. Feature engineering, ML algorithm selection, and hyperparameter tuning are often manual...”
BioAutoML: Democratizing Machine Learning in Life Sciences
Tese
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15
“... methods were used: sequential feature selection, hybrid ranking wrapper, and genetic algorithm. Only a few...”
Evaluating machine learning techniques for detection of flow instability events in offshore oil wells
Dissertação
17
“... in a utility measure for each point to be evaluated. Considering such aspect, selection and design...”
Contributions on portfolio-based Bayesian optimization
Dissertação
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“... construction of various EA with different selection methods and different mutation rates among other settings...”
Evolsys: um ambiente de configuração e análise de algoritmos evolutivos para sintonia da base de regras fuzzy do sistema de controle de um FMS
Dissertação