End-user debugging of machine-learned programs : toward principles for baring the logic

Weng-Keen Wong , Margaret Burnett , Kevin McIntosh , Simone Stumpf

1
2009
Can feature design reduce the gender gap in end-user software development environments?

Valentina Grigoreanu , Jill Cao , Todd Kulesza , Christopher Bogart
symposium on visual languages and human-centric computing 149 -156

36
2008
Toward End-User Debugging of Machine-Learned Classifiers

Todd Kulesza
symposium on visual languages and human-centric computing 253 -254

2
2010
Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs

Todd Kulesza , Simone Stumpf , Margaret Burnett , Weng-Keen Wong
symposium on visual languages and human-centric computing 41 -48

53
2010
Too much, too little, or just right? Ways explanations impact end users' mental models

Todd Kulesza , Simone Stumpf , Margaret Burnett , Sherry Yang
symposium on visual languages and human-centric computing 3 -10

335
2013
Why-oriented end-user debugging of naive Bayes text classification

Todd Kulesza , Simone Stumpf , Weng-Keen Wong , Margaret M Burnett
ACM Transactions on Interactive Intelligent Systems 1 ( 1) 1 -31

60
2011
An explanation-centric approach for personalizing intelligent agents

Todd Kulesza
intelligent user interfaces 375 -378

3
2012
Structured labeling for facilitating concept evolution in machine learning

Todd Kulesza , Saleema Amershi , Rich Caruana , Danyel Fisher
human factors in computing systems 3075 -3084

125
2014
IUI workshop on interactive machine learning

Saleema Amershi , Maya Cakmak , W. Bradley Knox , Todd Kulesza
Proceedings of the companion publication of the 2013 international conference on Intelligent user interfaces companion - IUI '13 Companion 121 -124

1
2013
Human-Centred Machine Learning

Marco Gillies , Rebecca Fiebrink , Atau Tanaka , Jérémie Garcia
human factors in computing systems 3558 -3565

140
2016
End-user software engineering and distributed cognition

Margaret Burnett , Christopher Bogart , Jill Cao , Valentina Grigoreanu
Proceedings of the 2009 ICSE Workshop on Software Engineering Foundations for End User Programming 1 -7

5
2009
Toward Theory-Based End-User Software Engineering

Margaret Burnett , Todd Kulesza , Alannah Oleson , Shannon Ernst
New Perspectives in End-User Development 231 -268

1
2017
Power to the People: The Role of Humans in Interactive Machine Learning

Saleema Amershi , Maya Cakmak , William Bradley Knox , Todd Kulesza
Ai Magazine 35 ( 4) 105 -120

887
2014
Principles of Explanatory Debugging to Personalize Interactive Machine Learning

Todd Kulesza , Margaret Burnett , Weng-Keen Wong , Simone Stumpf
intelligent user interfaces 126 -137

265
2015
Tell me more? The effects of mental model soundness on personalizing an intelligent agent

Todd Kulesza , Simone Stumpf , Margaret Burnett , Irwin Kwan
Smpte Journal 1 -10

224
2012
Fixing the program my computer learned: Barriers for end users, challenges for the machine

Todd Kulesza , Weng-Keen Wong , Simone Stumpf , Stephen Perona
Proceedings of the 14th international conference on Intelligent user interfaces 187 -196

106
2009
Where are my intelligent assistant’s mistakes? A systematic testing approach

Todd Kulesza , Margaret Burnett , Simone Stumpf , Weng-Keen Wong
End-User Development: Third International Symposium, IS-EUD 2011, Torre Canne (BR), Italy, June 7-10, 2011. Proceedings 3 171 -186

17
2011
End-User Development in Internet of Things: We the People

Margaret Burnett , Todd Kulesza
Workshop at CHI'15 on End User Development in the Internet of Things Era (http://www.eudite.org/)

15
2015