A review of user interface design for interactive machine learning
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 …
[BOOK][B] Artificial intelligence and games
GN Yannakakis, J Togelius - 2018 - Springer
Georgios N. Yannakakis Julian Togelius Page 1 Artificial Intelligence and Games Georgios N.
Yannakakis Julian Togelius Page 2 Artificial Intelligence and Games Page 3 Georgios N …
Yannakakis Julian Togelius Page 2 Artificial Intelligence and Games Page 3 Georgios N …
Principles of explanatory debugging to personalize interactive machine learning
How can end users efficiently influence the predictions that machine learning systems make
on their behalf? This paper presents Explanatory Debugging, an approach in which the …
on their behalf? This paper presents Explanatory Debugging, an approach in which the …
[BOOK][B] Audio source separation and speech enhancement
Learn the technology behind hearing aids, Siri, and Echo Audio source separation and
speech enhancement aim to extract one or more source signals of interest from an audio …
speech enhancement aim to extract one or more source signals of interest from an audio …
Ratings are overrated!
Are ratings of any use in human–computer interaction and user studies at large? If ratings
are of limited use, is there a better alternative for quantitative subjective assessment …
are of limited use, is there a better alternative for quantitative subjective assessment …
Trials and tribulations of developers of intelligent systems: A field study
Intelligent systems are gaining in popularity and receiving increased media attention, but
little is known about how people actually go about develo** them. In this paper, we …
little is known about how people actually go about develo** them. In this paper, we …
Onelabeler: A flexible system for building data labeling tools
Labeled datasets are essential for supervised machine learning. Various data labeling tools
have been built to collect labels in different usage scenarios. However, develo** labeling …
have been built to collect labels in different usage scenarios. However, develo** labeling …
A human-in-the-loop system for sound event detection and annotation
Labeling of audio events is essential for many tasks. However, finding sound events and
labeling them within a long audio file is tedious and time-consuming. In cases where there is …
labeling them within a long audio file is tedious and time-consuming. In cases where there is …
Music interfaces based on automatic music signal analysis: new ways to create and listen to music
Music analysis based on signal processing offers new ways of creating and listening to
music. This article focuses on applications and interfaces that are enabled by advances in …
music. This article focuses on applications and interfaces that are enabled by advances in …
Evaluation of interactive machine learning systems
The evaluation of interactive machine learning systems remains a difficult task. These
systems learn from and adapt to the human, but at the same time, the human receives …
systems learn from and adapt to the human, but at the same time, the human receives …