Treepod: Sensitivity-aware selection of pareto-optimal decision trees

T Mühlbacher, L Linhardt, T Möller… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Balancing accuracy gains with other objectives such as interpretability is a key challenge
when building decision trees. However, this process is difficult to automate because it …

The role of visualization and interaction in maritime anomaly detection

M Riveiro, G Falkman - Visualization and Data Analysis 2011, 2011 - spiedigitallibrary.org
The surveillance of large sea, air or land areas normally involves the analysis of large
volumes of heterogeneous data from multiple sources. Timely detection and identification of …

Visual analytics for maritime anomaly detection

MJ Riveiro - 2011 - diva-portal.org
The surveillance of large sea areas typically involves the analysis of huge quantities of
heterogeneous data. In order to support the operator while monitoring maritime traffic, the …

[HTML][HTML] Métricas para el apoyo de la exploración visual de componentes en modelos de minería de datos

F Medina-Quispe, W Castillo-Rojas… - … . Revista chilena de …, 2020 - SciELO Chile
La exploración de un modelo de Minería de Datos (MD), mediante el uso de técnicas de
representación visual apropiadas y mecanismos de interacción integrados, presentan …

Esquema de visualización para modelos de clústeres en minería de datos

W Castillo-Rojas, F Medina-Quispe… - Revista Ibérica de …, 2017 - search.proquest.com
The article proposes the design and implementation of a visualization scheme for cluster
models, in the context of a data-mining process. The visual schema proposed in this work is …

[图书][B] DNA Arrays: Technologies and Experimental Strategies

EV Grigorenko - 2001 - taylorfrancis.com
A quantum leap in technology took place a few years ago with the introduction of cDNA
arrays that have been developed in response to the need for simultaneous analysis of the …

Augmented visualization for data-mining models

WC Rojas, FM Quispe, CM Villegas - Procedia Computer Science, 2015 - Elsevier
This paper proposes a scheme called Augmented Model Visualization for Data Mining (AMV-
DM), based on models of visual perception and interaction to represent and operate with …

The importance of visualization and interaction in the anomaly detection process

M Riveiro - Innovative Approaches of Data Visualization and …, 2014 - igi-global.com
Large volumes of heterogeneous data from multiple sources need to be analyzed during the
surveillance of large sea, air, and land areas. Timely detection and identification of …

[HTML][HTML] Visualización exploratoria e interactiva de modelos de reglas de asociación

W Castillo-Rojas, A Peralta, C Vargas - Ingeniare. Revista chilena de …, 2015 - SciELO Chile
El artículo describe una propuesta de visualización exploratoria e interactiva para modelos
de minería de datos generado con la técnica regla de asociación, aplicándole la técnica …

Visualización Interactiva para Modelos de Clústeres

W Castillo-Rojas, J Vega-Damke - Ingeniare. Revista chilena de …, 2018 - SciELO Chile
Este artículo presenta el diseño e implementación de un nuevo esquema de visualización
interactiva para modelos de clústeres denominado VIMC, en el contexto de un proceso de …