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Journal Articles
- 2020
[j18]Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam
, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang:
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models. J. Mach. Learn. Res. 21: 130:1-130:6 (2020)- [j17]Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Klaus Mueller:
Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers. Proc. ACM Hum. Comput. Interact. 4(CSCW3): 1-28 (2020) - 2019
- [j16]Tathagata Chakraborti, Kshitij P. Fadnis, Kartik Talamadupula, Mishal Dholakia, Biplav Srivastava, Jeffrey O. Kephart, Rachel K. E. Bellamy:
Planning and visualization for a smart meeting room assistant. AI Commun. 32(1): 91-99 (2019) - [j15]Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang:
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias. IBM J. Res. Dev. 63(4/5): 4:1-4:15 (2019) - [j14]Matthew Arnold, Rachel K. E. Bellamy, Michael Hind, Stephanie Houde, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Alexandra Olteanu, David Piorkowski, Darrell Reimer, John T. Richards, Jason Tsay, Kush R. Varshney:
FactSheets: Increasing trust in AI services through supplier's declarations of conformity. IBM J. Res. Dev. 63(4/5): 6:1-6:13 (2019) - [j13]Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang:
Think Your Artificial Intelligence Software Is Fair? Think Again. IEEE Softw. 36(4): 76-80 (2019) - 2016
- [j12]Robert G. Farrell, Jonathan Lenchner, Jeffrey O. Kephart, Alan M. Webb, Michael J. Muller, Thomas D. Erikson, David O. Melville, Rachel K. E. Bellamy, Daniel M. Gruen, Jonathan H. Connell, Danny Soroker, Andy Aaron, Shari Trewin, Maryam Ashoori, Jason B. Ellis, Brian P. Gaucher, Dario Gil:
Symbiotic Cognitive Computing. AI Mag. 37(3): 81-93 (2016) - 2013
- [j11]Scott D. Fleming, Christopher Scaffidi, David Piorkowski, Margaret M. Burnett, Rachel K. E. Bellamy, Joseph Lawrance, Irwin Kwan:
An Information Foraging Theory Perspective on Tools for Debugging, Refactoring, and Reuse Tasks. ACM Trans. Softw. Eng. Methodol. 22(2): 14:1-14:41 (2013) - [j10]Joseph Lawrance, Christopher Bogart, Margaret M. Burnett, Rachel K. E. Bellamy, Kyle Rector, Scott D. Fleming:
How Programmers Debug, Revisited: An Information Foraging Theory Perspective. IEEE Trans. Software Eng. 39(2): 197-215 (2013) - 2007
- [j9]Rachel K. E. Bellamy, Thomas Erickson, Brian Fuller, Wendy A. Kellogg, Rhonda Rosenbaum, John C. Thomas, Tracee Vetting Wolf:
Seeing is believing: Designing visualizations for managing risk and compliance. IBM Syst. J. 46(2): 205-218 (2007) - 2001
- [j8]Rachel K. E. Bellamy, Calvin Swart, Wendy A. Kellogg, John T. Richards, Jonathan P. Brezin:
Designing an E-grocery application for a palm computer: usability and interface issues. IEEE Wirel. Commun. 8(4): 60-64 (2001) - 1998
- [j7]Elisabeth Bayle, Rachel K. E. Bellamy, George Casaday, Thomas Erickson, Sally Fincher, Beki Grinter, Ben Gross, Diane Z. Lehder, Hans Marmolin, Brian Moore, Colin Potts, Grant Skousen, John C. Thomas:
Putting it all together: towards a pattern language for interaction design: A CHI 97 workshop. ACM SIGCHI Bull. 30(1): 17-23 (1998) - [j6]Branimir Boguraev, Rachel K. E. Bellamy:
Dynamic document presentation. ACM SIGCHI Bull. 30(2): 72-77 (1998) - [j5]Rachel K. E. Bellamy, Kristina Woolsey:
Learning conversations. ACM SIGCHI Bull. 30(2): 108-112 (1998) - [j4]Stephanie Houde, Rachel K. E. Bellamy, Laureen Leahy:
In search of design principles for tools and practices to support communication within a learning community. ACM SIGCHI Bull. 30(2): 113-118 (1998) - 1994
- [j3]Rachel K. E. Bellamy:
What Does Pseudo-Code Do? A Psychological Analysis of the use of Pseudo-Code by Experienced Programmers. Hum. Comput. Interact. 9(2): 225-246 (1994) - 1992
- [j2]Rachel K. E. Bellamy, John M. Carroll:
Re-Structuring the Programmer's Task. Int. J. Man Mach. Stud. 37(4): 503-527 (1992) - 1991
- [j1]Rachel K. E. Bellamy:
Explanations of Artifacts for Design: the Use of Task Strategies. ACM SIGCHI Bull. 23(4): 55-56 (1991)
Conference and Workshop Papers
- 2022
- [c73]Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang:
AI Explainability 360: Impact and Design. AAAI 2022: 12651-12657 - 2021
- [c72]Q. Vera Liao, Moninder Singh, Yunfeng Zhang, Rachel K. E. Bellamy:
Introduction to Explainable AI. CHI Extended Abstracts 2021: 127:1-127:3 - [c71]Yunfeng Zhang, Rachel K. E. Bellamy, Q. Vera Liao, Moninder Singh:
Introduction to AI Fairness. CHI Extended Abstracts 2021: 128:1-128:3 - [c70]Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang:
AI Explainability 360 Toolkit. COMAD/CODS 2021: 376-379 - 2020
- [c69]Yunfeng Zhang, Rachel K. E. Bellamy, Kush R. Varshney:
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach. AIES 2020: 400-406 - [c68]Q. Vera Liao, Moninder Singh, Yunfeng Zhang, Rachel K. E. Bellamy:
Introduction to Explainable AI. CHI Extended Abstracts 2020: 1-4 - [c67]Yunfeng Zhang, Rachel K. E. Bellamy, Moninder Singh, Q. Vera Liao:
Introduction to AI Fairness. CHI Extended Abstracts 2020: 1-4 - [c66]Yunfeng Zhang, Q. Vera Liao, Rachel K. E. Bellamy:
Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making. FAT* 2020: 295-305 - [c65]Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang:
AI explainability 360: hands-on tutorial. FAT* 2020: 696 - [c64]Sandeep Kaur Kuttal, Jarow Myers, Sam Gurka, David Magar, David Piorkowski, Rachel K. E. Bellamy:
Towards Designing Conversational Agents for Pair Programming: Accounting for Creativity Strategies and Conversational Styles. VL/HCC 2020: 1-11 - [c63]Peter Robe, Sandeep Kaur Kuttal, Yunfeng Zhang, Rachel K. E. Bellamy:
Can Machine Learning Facilitate Remote Pair Programming? Challenges, Insights & Implications. VL/HCC 2020: 1-11 - 2019
- [c62]Erick Oduor, Carolyn Pang, Charles Wachira, Rachel K. E. Bellamy, Timothy Nyota, Sekou L. Remy, Aisha Walcott-Bryant, Wycliffe Omwanda, Julius Mbeya:
Exploring Rural Community Practices in HIV Management for the Design of Technology for Hypertensive Patients Living with HIV. Conference on Designing Interactive Systems 2019: 1595-1606 - [c61]Neil Mallinar, Abhishek Shah, Rajendra Ugrani, Ayush Gupta, Manikandan Gurusankar, Tin Kam Ho, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Robert Yates, Chris Desmarais, Blake McGregor:
Bootstrapping Conversational Agents with Weak Supervision. AAAI 2019: 9528-9533 - [c60]Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan:
Explaining models: an empirical study of how explanations impact fairness judgment. IUI 2019: 275-285 - 2018
- [c59]Jason B. Ellis, Biplav Srivastava, Rachel K. E. Bellamy, Andy Aaron:
Water Advisor - A Data-Driven, Multi-Modal, Contextual Assistant to Help With Water Usage Decisions. AAAI 2018: 8198-8199 - [c58]Ameneh Shamekhi, Q. Vera Liao, Dakuo Wang, Rachel K. E. Bellamy, Thomas Erickson:
Face Value? CHI 2018: 391 - [c57]Tathagata Chakraborti, Kshitij P. Fadnis, Kartik Talamadupula, Mishal Dholakia, Biplav Srivastava, Jeffrey O. Kephart, Rachel K. E. Bellamy:
Visualizations for an Explainable Planning Agent. IJCAI 2018: 5820-5822 - 2017
- [c56]Tathagata Chakraborti, Kartik Talamadupula, Mishal Dholakia, Biplav Srivastava, Jeffrey O. Kephart, Rachel K. E. Bellamy:
Mr. Jones - Towards a Proactive Smart Room Orchestrator. AAAI Fall Symposia 2017: 258-263 - [c55]Rachel K. E. Bellamy, Sean Andrist, Timothy W. Bickmore, Elizabeth F. Churchill, Thomas Erickson:
Human-Agent Collaboration: Can an Agent be a Partner? CHI Extended Abstracts 2017: 1289-1294 - [c54]Sebastian Stein, Soheil Eshghi, Setareh Maghsudi, Leandros Tassiulas, Rachel K. E. Bellamy, Nicholas R. Jennings:
Heuristic Algorithms for Influence Maximization in Partially Observable Social Networks. SocInf@IJCAI 2017: 20-32 - [c53]Sebastian Stein, Soheil Eshghi, Setareh Maghsudi, Leandros Tassiulas, Rachel K. E. Bellamy, Nicholas R. Jennings:
Influence maximisation beyond organisational boundaries. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [c52]Grace-Rose Williams, Jared Somerville, Peter Johnson, Rachel K. E. Bellamy:
A conceptual framework of group evolution: Considerations for decision makers and analysts. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - 2016
- [c51]Maryam Ashoori, Rachel K. E. Bellamy, Justin D. Weisz:
The Impending Ubiquity of Cognitive Objects. AAAI Workshop: Symbiotic Cognitive Systems 2016 - [c50]Dong Chen, Rachel K. E. Bellamy, Peter K. Malkin, Thomas Erickson:
Diagnostic visualization for non-expert machine learning practitioners: A design study. VL/HCC 2016: 87-95 - [c49]Charles Hill, Rachel K. E. Bellamy, Thomas Erickson, Margaret M. Burnett:
Trials and tribulations of developers of intelligent systems: A field study. VL/HCC 2016: 162-170 - 2015
- [c48]Maryam Ashoori, Rachel K. E. Bellamy, Justin D. Weisz:
Creating the Mood: Design for a Cognitive Meeting Room. CHI Extended Abstracts 2015: 2001-2006 - [c47]Yunfeng Zhang, Rachel K. E. Bellamy, Wendy A. Kellogg:
Designing Information for Remediating Cognitive Biases in Decision-Making. CHI 2015: 2211-2220 - 2013
- [c46]Bonnie E. John, Calvin Swart, Rachel K. E. Bellamy, Marilyn Hughes Blackmon, Richard Brown:
An open source approach to information scent. CHI Extended Abstracts 2013: 355-360 - [c45]David Piorkowski, Scott D. Fleming, Irwin Kwan, Margaret M. Burnett, Christopher Scaffidi, Rachel K. E. Bellamy, Joshua Jordahl:
The whats and hows of programmers' foraging diets. CHI 2013: 3063-3072 - [c44]Amanda Swearngin, Myra B. Cohen, Bonnie E. John, Rachel K. E. Bellamy:
Human performance regression testing. ICSE 2013: 152-161 - [c43]Jacquelyn Martino, Rachel K. E. Bellamy, Paul Matchen, Harold L. Ossher, John T. Richards, Calvin Swart:
Sketching data: lessons learned from a formative user evaluation. SIGGRAPH Mobile 2013: 11:1 - 2012
- [c42]David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Christopher Bogart, Margaret M. Burnett, Bonnie E. John, Rachel K. E. Bellamy, Calvin Swart:
Reactive information foraging: an empirical investigation of theory-based recommender systems for programmers. CHI 2012: 1471-1480 - [c41]Shari Trewin, Bonnie E. John, John T. Richards, David Sloan, Vicki L. Hanson, Rachel K. E. Bellamy, John C. Thomas, Calvin Swart:
Age-specific predictive models of human performance. CHI Extended Abstracts 2012: 2267-2272 - [c40]Amanda Swearngin, Myra B. Cohen, Bonnie E. John, Rachel K. E. Bellamy:
Easing the generation of predictive human performance models from legacy systems. CHI 2012: 2489-2498 - [c39]Jacquelyn Martino, Paul Matchen, Harold Ossher, Rachel K. E. Bellamy, Calvin Swart:
SketchGraph: gestural data input for mobile tablet devices. SIGGRAPH Posters 2012: 23 - [c38]John C. Thomas, Judah Diament, Jacquelyn Martino, Rachel K. E. Bellamy:
Using the "Physics" of notations to analyze a visual representation of business decision modeling. VL/HCC 2012: 41-44 - 2011
- [c37]Shari Trewin, John T. Richards, Rachel K. E. Bellamy, Bonnie E. John, Calvin Swart, David Sloan:
Extending Predictive Models of Exploratory Behavior to Broader Populations. HCI (5) 2011: 149-158 - [c36]Rachel K. E. Bellamy, Bonnie E. John, Sandra Kogan:
Deploying CogTool: integrating quantitative usability assessment into real-world software development. ICSE 2011: 691-700 - [c35]Rachel K. E. Bellamy, Michael Desmond, Jacquelyn Martino, Paul Matchen, Harold Ossher, John T. Richards, Calvin Swart:
Sketching tools for ideation. ICSE 2011: 808-811 - [c34]Harold Ossher, André van der Hoek, Margaret-Anne D. Storey, John Grundy, Rachel K. E. Bellamy, Marian Petre:
Workshop on flexible modeling tools: (FlexiTools 2011). ICSE 2011: 1192-1193 - [c33]David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Liza John, Christopher Bogart, Bonnie E. John, Margaret M. Burnett, Rachel K. E. Bellamy:
Modeling programmer navigation: A head-to-head empirical evaluation of predictive models. VL/HCC 2011: 109-116 - 2010
- [c32]Shari Trewin, Bonnie E. John, John T. Richards, Calvin Swart, Jonathan P. Brezin, Rachel K. E. Bellamy, John C. Thomas:
Towards a tool for keystroke level modeling of skilled screen reading. ASSETS 2010: 27-34 - [c31]Joseph Lawrance, Margaret M. Burnett, Rachel K. E. Bellamy, Christopher Bogart, Calvin Swart:
Reactive information foraging for evolving goals. CHI 2010: 25-34 - [c30]Shari Trewin, John T. Richards, Rachel K. E. Bellamy, Bonnie E. John, John C. Thomas, Calvin Swart, Jonathan P. Brezin:
Toward modeling auditory information seeking strategies on the web. CHI Extended Abstracts 2010: 3973-3978 - [c29]Barthélémy Dagenais, Harold Ossher, Rachel K. E. Bellamy, Martin P. Robillard, Jacqueline de Vries:
Moving into a new software project landscape. ICSE (1) 2010: 275-284 - [c28]Harold Ossher, André van der Hoek, Margaret-Anne D. Storey, John Grundy, Rachel K. E. Bellamy:
Flexible Modeling Tools (FlexiTools2010). ICSE (2) 2010: 441-442 - [c27]Harold Ossher, Rachel K. E. Bellamy, Ian Simmonds, David Amid, Ateret Anaby-Tavor, Matthew Callery, Michael Desmond, Jacqueline de Vries, Amit Fisher, Sophia Krasikov:
Flexible modeling tools for pre-requirements analysis: conceptual architecture and research challenges. OOPSLA 2010: 848-864 - [c26]Rachel K. E. Bellamy, Bonnie E. John, John T. Richards, John Thomas:
Using CogTool to model programming tasks. PLATEAU 2010: 1:1-1:6 - [c25]Shari Trewin, Rachel K. E. Bellamy, John C. Thomas, Jonathan P. Brezin, John T. Richards, Calvin Swart, Bonnie E. John:
Designing for auditory web access: accessibility and cellphone users. W4A 2010: 4 - 2009
- [c24]Ateret Anaby-Tavor, David Amid, Amit Fisher, Harold Ossher, Rachel K. E. Bellamy, Matthew Callery, Michael Desmond, Sophia Krasikov, Tova Roth, Ian Simmonds, Jacqueline de Vries:
An Empirical Study of Enterprise Conceptual Modeling. ER 2009: 55-69 - [c23]Harold Ossher, David Amid, Ateret Anaby-Tavor, Rachel K. E. Bellamy, Matthew Callery, Michael Desmond, Jackie De Vries, Amit Fisher, Sophia Krasikov, Ian Simmonds, Calvin Swart:
Using tagging to identify and organize concerns during pre-requirements analysis. EA@ICSE 2009: 25-30 - [c22]Barthélémy Dagenais, Harold Ossher, Rachel K. E. Bellamy, Martin P. Robillard, Jacqueline de Vries:
A qualitative study on project landscapes. CHASE 2009: 32-35 - [c21]Harold Ossher, Rachel K. E. Bellamy, David Amid, Ateret Anaby-Tavor, Matthew Callery, Michael Desmond, Jacqueline de Vries, Amit Fisher, Thomas Frauenhofer, Sophia Krasikov, Ian Simmonds, Calvin Swart:
Business insight toolkit: Flexible pre-requirements modeling. ICSE Companion 2009: 423-424 - [c20]Ateret Anaby-Tavor, David Amid, Amit Fisher, Harold Ossher, Rachel K. E. Bellamy, Matthew Callery, Michael Desmond, Sophia Krasikov, Tova Roth, Ian Simmonds, Jacqueline de Vries:
An algorithm for identifying the abstract syntax of graph-based diagrams. VL/HCC 2009: 193-196 - 2008
- [c19]Joseph Lawrance, Rachel K. E. Bellamy, Margaret M. Burnett, Kyle Rector:
Using information scent to model the dynamic foraging behavior of programmers in maintenance tasks. CHI 2008: 1323-1332 - [c18]Joseph Lawrance, Rachel K. E. Bellamy, Margaret Bumett, Kyle Rector:
Can information foraging pick the fix? A field study. VL/HCC 2008: 57-64 - 2007
- [c17]Rachel K. E. Bellamy, John T. Richards, Rhonda Rosenbaum, Thomas Erickson, Wendy A. Kellogg, John C. Thomas, Jonathan P. Brezin, Calvin Swart:
Common & particular needs: a challenge to participatory design. CHI Extended Abstracts 2007: 1697-1702 - [c16]Jina Huh, Lauretta Jones, Thomas Erickson, Wendy A. Kellogg, Rachel K. E. Bellamy, John C. Thomas:
BlogCentral: the role of internal blogs at work. CHI Extended Abstracts 2007: 2447-2452 - [c15]Joseph Lawrance, Rachel K. E. Bellamy, Margaret M. Burnett:
Scents in Programs: Does Information Foraging Theory Apply to Program Maintenance? VL/HCC 2007: 15-22 - [c14]Gahgene Gweon, Lawrence D. Bergman, Vittorio Castelli, Rachel K. E. Bellamy:
Evaluating an Automated Tool to Assist Evolutionary Document Generation. VL/HCC 2007: 243-248 - 2006
- [c13]Rachel K. E. Bellamy, Tracee Vetting Wolf, Rhonda Rosenbaum:
In search of end-users. CHI Extended Abstracts 2006: 171-176 - [c12]Rachel K. E. Bellamy:
Simplifying Software. PPIG 2006: 19 - 2001
- [c11]Branimir Boguraev, Rachel K. E. Bellamy, Calvin Swart:
Point of View: Custom Information Delivery via Hand-Held Devices. HICSS 2001 - 1999
- [c10]Branimir Boguraev, Rachel K. E. Bellamy, Christopher Kennedy:
Dynamic Visual Metaphors for News Story Abstractions. HICSS 1999 - [c9]Branimir Boguraev, Rachel K. E. Bellamy, Christopher Kennedy:
Dynamic Presentation of Phrasally-based Document Abstractions. HICSS 1999 - 1998
- [c8]Rachel K. E. Bellamy, Eileen Genevro, Stephanie Houde, Lori Leahy, Gary Young:
Developing a community intranet: social practices and technology interventions. CHI Conference Summary 1998: 193-194 - 1994
- [c7]R. D. Borovoy, E. B. W. Cooper, Rachel K. E. Bellamy:
Media fusion: model-based communication. CHI Conference Companion 1994: 17-18 - [c6]Rachel K. E. Bellamy, E. B. W. Cooper, R. D. Borovoy:
Supporting Collaborative Learning through the Use of Electronic Conversational Props. EWHCI 1994: 181-191 - 1990
- [c5]Mary Beth Rosson, John M. Carroll, Rachel K. E. Bellamy:
Smalltalk scaffolding: a case study of minimalist instruction. CHI 1990: 423-430 - [c4]John M. Carroll, Janice A. Singer, Rachel K. E. Bellamy, Sherman R. Alpert:
A view matcher for learning Smalltalk. CHI 1990: 431-437 - [c3]Rachel K. E. Bellamy, John M. Carroll:
Redesign by design. INTERACT 1990: 199-205 - [c2]Rachel K. E. Bellamy:
A psychology of programming for design. INTERACT 1990: 1005-1006 - [c1]Rachel K. E. Bellamy:
Redesigning Object-Oriented Programming Languages. PPIG 1990: 4
Informal and Other Publications
- 2021
- [i9]Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang:
AI Explainability 360: Impact and Design. CoRR abs/2109.12151 (2021) - 2020
- [i8]Yunfeng Zhang, Q. Vera Liao, Rachel K. E. Bellamy:
Effect of Confidence and Explanation on Accuracy and Trust Calibration in AI-Assisted Decision Making. CoRR abs/2001.02114 (2020) - [i7]Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Klaus Mueller:
Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience. CoRR abs/2001.09219 (2020) - [i6]Yunfeng Zhang, Rachel K. E. Bellamy, Kush R. Varshney:
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach. CoRR abs/2002.01621 (2020) - 2019
- [i5]Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan:
Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment. CoRR abs/1901.07694 (2019) - [i4]Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang:
One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques. CoRR abs/1909.03012 (2019) - 2018
- [i3]Rachel K. E. Bellamy, Kuntal Dey, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Kalapriya Kannan, Pranay Lohia, Jacquelyn Martino, Sameep Mehta, Aleksandra Mojsilovic, Seema Nagar, Karthikeyan Natesan Ramamurthy, John T. Richards, Diptikalyan Saha, Prasanna Sattigeri, Moninder Singh, Kush R. Varshney, Yunfeng Zhang:
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias. CoRR abs/1810.01943 (2018) - [i2]Neil Mallinar, Abhishek Shah, Rajendra Ugrani, Ayush Gupta, Manikandan Gurusankar, Tin Kam Ho, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Robert Yates, Chris Desmarais, Blake McGregor:
Bootstrapping Conversational Agents With Weak Supervision. CoRR abs/1812.06176 (2018) - 2017
- [i1]Tathagata Chakraborti, Kartik Talamadupula, Mishal Dholakia, Biplav Srivastava, Jeffrey O. Kephart, Rachel K. E. Bellamy:
Mr. Jones - Towards a Proactive Smart Room Orchestrator. CoRR abs/1709.04517 (2017)
Coauthor Index
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