Visualization for Machine Teaching

成立时间：June 17, 2008

论文与出版物

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- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  论文与出版物视频
- FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
  
  Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
  
  IEEE VAST | October 2015
  
  论文与出版物
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  论文与出版物论文与出版物项目
- Learning to Learn: Algorithmic Inspirations from Human Problem Solving
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  April 2012
  
  论文与出版物
- Performance and Preferences: Interactive Refinement of Machine Learning Procedures
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  April 2012
  
  论文与出版物
- Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence | July 2011
  
  ISBN: 978-1-57735-515-1
  
  Invited from CHI 2011 to Best Papers Track
  
  论文与出版物论文与出版物
- CueT: Human-Guided Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  CHI | May 2011
  
  Best Paper Honorable Mention
  
  论文与出版物
- NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks
  
  Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan
  
  Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010
  
  Publication Publication
- Interactive Optimization for Steering Machine Classification
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  CHI '10 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2010
  
  ISBN: 978-1-60558-929-9
  
  论文与出版物论文与出版物
- EnsembleMatrix: Interactive Visualization to Support Machine Learning with Multiple Classifiers
  
  Justin Talbot, Bongshin Lee, Ashish Kapoor, Desney Tan
  
  CHI '09 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2009
  
  ISBN: 978-1-60558-246-7
  
  论文与出版物论文与出版物

- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  论文与出版物视频
- FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
  
  Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
  
  IEEE VAST | October 2015
  
  论文与出版物
- Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence | July 2011
  
  ISBN: 978-1-57735-515-1
  
  Invited from CHI 2011 to Best Papers Track
  
  论文与出版物论文与出版物
- CueT: Human-Guided Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  CHI | May 2011
  
  Best Paper Honorable Mention
  
  论文与出版物
- NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks
  
  Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan
  
  Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010
  
  Publication Publication
- NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks
  
  Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan
  
  Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010
  
  Publication Publication
- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  论文与出版物视频
- FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
  
  Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
  
  IEEE VAST | October 2015
  
  论文与出版物
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  论文与出版物论文与出版物项目
- Performance and Preferences: Interactive Refinement of Machine Learning Procedures
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  April 2012
  
  论文与出版物
- Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence | July 2011
  
  ISBN: 978-1-57735-515-1
  
  Invited from CHI 2011 to Best Papers Track
  
  论文与出版物论文与出版物
- CueT: Human-Guided Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  CHI | May 2011
  
  Best Paper Honorable Mention
  
  论文与出版物
- Interactive Optimization for Steering Machine Classification
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  CHI '10 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2010
  
  ISBN: 978-1-60558-929-9
  
  论文与出版物论文与出版物
- EnsembleMatrix: Interactive Visualization to Support Machine Learning with Multiple Classifiers
  
  Justin Talbot, Bongshin Lee, Ashish Kapoor, Desney Tan
  
  CHI '09 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2009
  
  ISBN: 978-1-60558-246-7
  
  论文与出版物论文与出版物
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  论文与出版物论文与出版物项目
- Learning to Learn: Algorithmic Inspirations from Human Problem Solving
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  April 2012
  
  论文与出版物
- Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence | July 2011
  
  ISBN: 978-1-57735-515-1
  
  Invited from CHI 2011 to Best Papers Track
  
  论文与出版物论文与出版物
- CueT: Human-Guided Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  CHI | May 2011
  
  Best Paper Honorable Mention
  
  论文与出版物
- EnsembleMatrix: Interactive Visualization to Support Machine Learning with Multiple Classifiers
  
  Justin Talbot, Bongshin Lee, Ashish Kapoor, Desney Tan
  
  CHI '09 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2009
  
  ISBN: 978-1-60558-246-7
  
  论文与出版物论文与出版物

- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  论文与出版物视频
- FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
  
  Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
  
  IEEE VAST | October 2015
  
  论文与出版物
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  论文与出版物论文与出版物项目
- Learning to Learn: Algorithmic Inspirations from Human Problem Solving
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  April 2012
  
  论文与出版物
- Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence | July 2011
  
  ISBN: 978-1-57735-515-1
  
  Invited from CHI 2011 to Best Papers Track
  
  论文与出版物论文与出版物
- CueT: Human-Guided Fast and Accurate Network Alarm Triage
  
  Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
  
  CHI | May 2011
  
  Best Paper Honorable Mention
  
  论文与出版物
- NetClinic: Interactive Visualization to Enhance Automated Fault Diagnosis in Enterprise Networks
  
  Zhicheng Liu, Bongshin Lee, Srikanth Kandula, Ratul Mahajan
  
  Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on | October 2010
  
  Publication Publication
- Interactive Optimization for Steering Machine Classification
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  CHI '10 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2010
  
  ISBN: 978-1-60558-929-9
  
  论文与出版物论文与出版物
- EnsembleMatrix: Interactive Visualization to Support Machine Learning with Multiple Classifiers
  
  Justin Talbot, Bongshin Lee, Ashish Kapoor, Desney Tan
  
  CHI '09 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2009
  
  ISBN: 978-1-60558-246-7
  
  论文与出版物论文与出版物
- Performance and Preferences: Interactive Refinement of Machine Learning Procedures
  
  Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
  
  April 2012
  
  论文与出版物

人员

Saleema Amershi

Partner Research Manager

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Jina Suh

Principal Researcher

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