Visual Analytics in Machine Training Systems for Effective Decision

[1]  Christopher Andrews,et al.  The human is the loop: new directions for visual analytics , 2014, Journal of Intelligent Information Systems.

[2]  Andreas Holzinger,et al.  Interactive machine learning: experimental evidence for the human in the algorithmic loop , 2018, Applied Intelligence.

[3]  Kristin A. Cook,et al.  Illuminating the Path: The Research and Development Agenda for Visual Analytics , 2005 .

[4]  Steve Cheng,et al.  An Interactive Machine Learning Framework , 2016, ArXiv.

[5]  S. Kruchinin,et al.  Nonlinear current oscillations in the fractal Josephson junction , 2005 .

[6]  Min Chen,et al.  VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning , 2019, IEEE Transactions on Visualization and Computer Graphics.

[7]  Alex Endert,et al.  The State of the Art in Integrating Machine Learning into Visual Analytics , 2017, Comput. Graph. Forum.

[8]  Masanori Sugahara,et al.  CONTROLLED NOT GATE BASED ON A TWO-LAYER SYSTEM OF THE FRACTIONAL QUANTUM HALL EFFECT , 2001 .

[9]  Iu. V. Krak,et al.  Methods to Create Systems for the Analysis and Synthesis of Communicative Information , 2017 .

[10]  Iu. V. Krak,et al.  Modeling human hand movements, facial expressions, and articulation to synthesize and visualize gesture information , 2011 .

[11]  Daniel A. Keim,et al.  Viewing Visual Analytics as Model Building , 2018, Comput. Graph. Forum.

[12]  John T. Stasko,et al.  Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective , 2010, IEEE Transactions on Visualization and Computer Graphics.

[13]  Yuriy V. Krak,et al.  Information Technology of Separating Hyperplanes Synthesis for Linear Classifiers , 2019, Journal of Automation and Information Sciences.

[14]  S. Kruchinin,et al.  Modern aspects of superconductivity : theory of superconductivity , 2010 .

[15]  Daniel A. Keim,et al.  Visual Analytics: Definition, Process, and Challenges , 2008, Information Visualization.

[16]  Yuriy V. Krak,et al.  Definition of Information Core for Documents Classification , 2018 .

[17]  Daniel A. Keim,et al.  Knowledge Generation Model for Visual Analytics , 2014, IEEE Transactions on Visualization and Computer Graphics.