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“... automatic design of machine learning algorithms, proposes to automatically generate decision-tree induction...”
On the automatic design of decision-tree induction algorithms
Tese
3
“...Classification problems where the distribution of examples among the classes are imbalanced arise...”
New sampling algorithms for enhancing classifier performance on imbalanced data problems
Dissertação
4
Assuntos:
“...Approximation algorithms...”
On rounding algorithms for the 2-edge-connected spanning subgraph problem
Dissertação
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6
Assuntos:
“...Inverse scattering problems...”
Efficient inverse scattering algorithms based on conjugate gradient approaches for microwave imaging
Tese
7
“...Nesta tese nós estudamos problemas de distritamento, que são uma classe geral de problemas...”
Heuristic algorithms for districting problems
Tese
8
“... on developing algorithms based on mathematical theories for single image super resolution problems. lndeed...”
Algorithms for super-resolution of images based on Sparse Representation and Manifolds
Tese
9
“...In the literature on classification problems, it is widely discussed how the presence of label...”
An investigation into the effects of label noise on dynamic selection algorithms
Dissertação
10
“...(s) de produção. Assim, a definição da melhor estratégia de produção representa um problema de otimização complexo...”
[en] OPTIMIZATION OF DRY COMPLETION WELLS LOCATION BASED ON GENETIC ALGORITHMS
Tese
11
“...[pt] A otimização online de portfólios é um problema de engenharia financeira que consiste...”
[en] ALGORITHMS FOR ONLINE PORTFOLIO SELECTION PROBLEM
Tese
12
13
Assuntos:
“...Exact algorithms...”
Algorithms, parameters and complexity for graph partitioning problems
Tese
14
“...[pt] Muitos problemas da área de aprendizagem automática tem por objetivo modelar a complexa...”
[en] ALGORITHMS FOR PARTIAL LEAST SQUARES REGRESSION
Tese
15
“... constructed only by one type of data coming from a single source. The results show that the algorithms are...”
Similarity algorithms for Heterogeneous Information Networks
Dissertação
16
“...Bases de Gröbner são uma ferramenta necessária para resolver diversos problemas envolvendo ideais...”
Unrestricted dynamic Gröbner Basis algorithms
Dissertação
17
“...O Team Orienteering Problem (TOP) é um problema NP-difícil de roteamento em que uma frota homogênea...”
Optimization algorithms for the Steiner team orienteering problem
Tese
18
“...Este trabalho estuda um problema enriquecido e integrado de produção e roteamento, que consiste...”
Formulations and algorithms for a rich production-routing problem
Tese
19
Assuntos:
“...Genetic Algorithms...”
Network optimization based on Genetic Algorithms for high-level classification via complex networks
Dissertação
20
“... results for solving problems in several application domains. These results are largely due to the use...”
Performance and energy efficiency analysis of machine learning algorithms towards green al: a case study of decision tree algorithms
Dissertação