1
“...Time series are ubiquitous in the day-by-day of human beings. A diversity of application domains...”
Large scale similarity-based time series mining
Tese
2
“... (kNN) para predição de Séries Temporais, intitulado de kNN - Time Series Prediction with Invariances...”
Predição de séries temporais por similaridade
Dissertação
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5
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11
“..., classification time, and memory cost. Compared to classifiers from some existing related tools, ours achieved the...”
Evaluating classification models for resource-constrained hardware
Dissertação
12
“... significantly more inefficient during inference. Nonetheless, the rapid inference time is vital for numerous...”
An efficient and accurate method for binary quantification
Tese
13
“... changes over time. For any of these problems, however, we generally run into solutions that rely on strong...”
Non-stationary and unpredictable data distributions in classification and quantification
Tese
14
“... streaming examples may drift over time due to the non-stationary nature of the environment in which they are...”
Hierarchical classification on batch and streaming data with applications to entomology
Tese
15
“... two parts. In the first part, we evaluate existing graph-based SSL algorithms on time series data...”
Constrained graph-based semi-supervised learning with higher order regularization
Tese