A review of user interface design for interactive machine learning
JJ Dudley, PO Kristensson - ACM Transactions on Interactive Intelligent …, 2018 - dl.acm.org
Interactive Machine Learning (IML) seeks to complement human perception and intelligence
by tightly integrating these strengths with the computational power and speed of computers …
by tightly integrating these strengths with the computational power and speed of computers …
Design study methodology: Reflections from the trenches and the stacks
Design studies are an increasingly popular form of problem-driven visualization research,
yet there is little guidance available about how to do them effectively. In this paper we reflect …
yet there is little guidance available about how to do them effectively. In this paper we reflect …
[图书][B] Visualization analysis and design
T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …
provides a systematic, comprehensive framework for thinking about visualization in terms of …
[图书][B] Mastering the information age solving problems with visual analytics
Today, in many spheres of human activity, massive amounts of data are collected and
stored. As the volumes of data available to lawmakers, civil servants, business people and …
stored. As the volumes of data available to lawmakers, civil servants, business people and …
Empirical studies in information visualization: Seven scenarios
We take a new, scenario-based look at evaluation in information visualization. Our seven
scenarios, evaluating visual data analysis and reasoning, evaluating user performance …
scenarios, evaluating visual data analysis and reasoning, evaluating user performance …
A nested model for visualization design and validation
T Munzner - IEEE transactions on visualization and computer …, 2009 - ieeexplore.ieee.org
We present a nested model for the visualization design and validation with four layers:
characterize the task and data in the vocabulary of the problem domain, abstract into …
characterize the task and data in the vocabulary of the problem domain, abstract into …
A systematic review on the practice of evaluating visualization
We present an assessment of the state and historic development of evaluation practices as
reported in papers published at the IEEE Visualization conference. Our goal is to reflect on a …
reported in papers published at the IEEE Visualization conference. Our goal is to reflect on a …
t-visne: Interactive assessment and interpretation of t-sne projections
A Chatzimparmpas, RM Martins… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
t-Distributed Stochastic Neighbor Embedding (t-SNE) for the visualization of
multidimensional data has proven to be a popular approach, with successful applications in …
multidimensional data has proven to be a popular approach, with successful applications in …
EarBit: using wearable sensors to detect eating episodes in unconstrained environments
Chronic and widespread diseases such as obesity, diabetes, and hypercholesterolemia
require patients to monitor their food intake, and food journaling is currently the most …
require patients to monitor their food intake, and food journaling is currently the most …
Evaluating mixed and augmented reality: A systematic literature review (2009-2019)
We present a systematic review of 45S papers that report on evaluations in mixed and
augmented reality (MR/AR) published in ISMAR, CHI, IEEE VR, and UIST over a span of 11 …
augmented reality (MR/AR) published in ISMAR, CHI, IEEE VR, and UIST over a span of 11 …