About
Discord Stateoftheart AI
GitHub

Publications

63

Cited by

3068

Saleema Amershi

human computer interactionmachine learning

Microsoft Research

Papers and Citations

1 - 50
Power to the people: The role of humans in interactive machine learning
2014
Saleema Amershi
W Bradley Knox
Maya Cakmak
+1
Cited by 415
CoSearch: a system for co-located collaborative web search
2008
Saleema Amershi
Meredith Ringel Morris
Cited by 288
Combining unsupervised and supervised classification to build user models for exploratory learning environments
2009
Saleema Amershi
Cristina Conati
Cited by 185
Modeltracker: Redesigning performance analysis tools for machine learning
2015
Bongshin Lee
Saleema Amershi
Steven Drucker
+3
Cited by 165
Guidelines for human-AI interaction
2019
Adam Fourney
Paul N. Bennett
Besmira Nushi
+10
Cited by 158
Structured labeling for facilitating concept evolution in machine learning
2014
Todd Kulesza
Rich Caruana
Saleema Amershi
+2
Cited by 152
Regroup: Interactive machine learning for on-demand group creation in social networks
2012
Daniel Weld
Saleema Amershi
James Fogarty
Cited by 149
Using related users data to enhance web search
2012
MJ Morris
Saleema Amershi
James Mickens
+1
Cited by 147
Squares: Supporting interactive performance analysis for multiclass classifiers
2016
Saleema Amershi
Donghao Ren
Jina Suh
+2
Cited by 114
Software engineering for machine learning: A case study
2019
Ece Kamar
Besmira Nushi
Andrew Begel
+6
Cited by 96
Machine teaching: A new paradigm for building machine learning systems
2017
Christopher Meek
Jina Suh
Patrice Simard
+8
Cited by 95
Revolt: Collaborative crowdsourcing for labeling machine learning datasets
2017
Saleema Amershi
Ece Kamar
Joseph C. Chang
Cited by 94
Designing for effective end-user interaction with machine learning
2011
Saleema Amershi
Cited by 87
Amplifying community content creation with mixed initiative information extraction
2009
Daniel Weld
Kayur Patel
Raphael Hoffmann
+3
Cited by 79
Intelligence in Wikipedia.
2008
Eytan Adar
James Fogarty
Daniel Weld
+5
Cited by 76
FeatureInsight: Visual support for error-driven feature ideation in text classification
2015
Ashish Kapoor
Michael Brooks
Patrice Simard
+3
Cited by 75
Human-centred machine learning
2016
Atau Tanaka
Baptiste Caramiaux
Rebecca Fiebrink
+11
Cited by 72
Unsupervised and supervised machine learning in user modeling for intelligent learning environments
2007
Saleema Amershi
Cristina Conati
Cited by 59
CueT: human-guided fast and accurate network alarm triage
2011
B Christian
Ashish Kapoor
Ratul Mahajan
+2
Cited by 56
Automatic recognition of learner groups in exploratory learning environments
2006
Cristina Conati
Saleema Amershi
Cited by 54
Examining multiple potential models in end-user interactive concept learning
2010
James Fogarty
Saleema Amershi
Desney Tan
+1
Cited by 49
Using feature selection and unsupervised clustering to identify affective expressions in educational games
2016
H Maclaren
Saleema Amershi
Cristina Conati
Cited by 48
Overview based example selection in end user interactive concept learning
2009
Ashish Kapoor
Saleema Amershi
Desney Tan
+1
Cited by 40
A dataset and evaluation metrics for abstractive compression of sentences and short paragraphs
2016
Kristina Toutanova
Saleema Amershi
Ke Tran
+1
Cited by 40
Will you accept an imperfect ai? exploring designs for adjusting end-user expectations of ai systems
2019
Saleema Amershi
Paul N. Bennett
Rafał Kocielnik
Cited by 38
Co-located collaborative web search: understanding status quo practices
2009
Meredith Ringel Morris
Saleema Amershi
Cited by 28
Interactive concept editing in computer-human interactive learning
2019
Saleema Amershi
David Grangier
Patrice Simard
+1
Cited by 26
Comparing web interaction models in developing regions
2010
L Subramanian
A Dhananjay
Jay Chen
+1
Cited by 24
Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace
2008
Alan Mackworth
David Poole
Cristina Conati
+2
Cited by 24
Multiple mouse text entry for single-display groupware
2010
R Balakrishnan
Kentaro Toyama
Saleema Amershi
+2
Cited by 23
Human-guided machine learning for fast and accurate network alarm triage
2016
B Christian
Ashish Kapoor
Bongshin Lee
+2
Cited by 20
The Label Complexity of Mixed-Initiative Classifier Training
2016
Xiaojin Zhu
Saleema Amershi
Jina Suh
Cited by 20
ICE: enabling non-experts to build models interactively for large-scale lopsided problems
2014
Carlos Garcia Jurado Suarez
David Chickering
Johan Verwey
+7
Cited by 19
Designing CIspace: Pedagogy and usability in a learning environment for AI
2005
Heather Maclaren
N Arksey
Saleema Amershi
+4
Cited by 18
Using eye-tracking data for high-level user modeling in adaptive interfaces
2007
C Merten
Saleema Amershi
Kasia Muldner
+1
Cited by 15
Automatic recognition of learner types in exploratory learning environments
2010
Saleema Amershi
Cristina Conati
Cited by 14
Active featuring in computer-human interactive learning
2016
DM Chickering
Saleema Amershi
Aparna Lakshmiratan
+2
Cited by 14
System and interface for co-located collaborative web search
2012
Saleema Amershi
Meredith Ringel Morris
Cited by 12
Sketching NLP: a case study of exploring the right things to design with language intelligence
2019
J Teevan
Justin Cranshaw
Shamsi T. Iqbal
+2
Cited by 10
Multiple mouse character entry
2010
MJ Morris
R Balakrishnan
Saleema Amershi
+1
Cited by 9
Automated web task procedures based on an analysis of actions in web browsing history logs
2017
TA Lau
JW Nichols
Jalal Mahmud
+1
Cited by 8
LiveAction: Automating web task model generation
2013
GA Ruiz
T Lau
Saleema Amershi
+2
Cited by 7
Active learning with oracle epiphany
2016
J Zhu
L Li
Saleema Amershi
+2
Cited by 7
Interactive visualization of machine-learning performance
2018
Saleema Amershi
Steven Drucker
Bongshin Lee
+2
Cited by 7
Shared sensemaking: Enhancing the value of collaborative web search tools
2016
Saleema Amershi
Meredith Ringel Morris
Cited by 5
Machine Teaching
2017
Soroush Ghorashi
Johan Verwey
Alicia Edelman Pelton
+8
Cited by 4
IUI workshop on interactive machine learning
2013
T Lau
Maya Cakmak
W Bradley Knox
+2
Cited by 3
Fostering Student Learning and Motivation: an interactive educational tool for AI
2005
Heather Maclaren
Nicole Arksey
Giuseppe Carenini
+4
Cited by 3
Emerging Perspectives in Human-Centered Machine Learning
2019
Richard Banks
Gonzalo Ramos
Christopher Meek
+6
Cited by 2
Classification of stream-based data using machine learning
2015
BS Christian
Ratul Mahajan
Bongshin Lee
+2
Cited by 1