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ORCIDHILDA@SIGMOD 2017: Chicago, IL, USA
- Carsten Binnig, Joseph M. Hellerstein, Aditya G. Parameswaran
:
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017. ACM 2017, ISBN 978-1-4503-5029-7
Session 1: Assisted Data Discovery
- Yannis Katsis, Nikos Koulouris, Yannis Papakonstantinou, Kevin Patrick:
Assisting Discovery in Public Health. 1:1-1:6 - Yue Guo, Carsten Binnig, Tim Kraska:
What you see is not what you get!: Detecting Simpson's Paradoxes during Data Exploration. 2:1-2:5
Session 2: Simplifying Machine Learning
- Ce Zhang, Wentao Wu, Tian Li:
An Overreaction to the Broken Machine Learning Abstraction: The ease.ml Vision. 3:1-3:6 - Sanjay Krishnan, Eugene Wu:
PALM: Machine Learning Explanations For Iterative Debugging. 4:1-4:6 - Paroma Varma, Dan Iter, Christopher De Sa, Christopher Ré:
Flipper: A Systematic Approach to Debugging Training Sets. 5:1-5:5 - Paolo Tamagnini, Josua Krause, Aritra Dasgupta, Enrico Bertini:
Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations. 6:1-6:6
Session 3: Tools and Workows
- Hui Miao, Amit Chavan, Amol Deshpande:
ProvDB: Lifecycle Management of Collaborative Analysis Workflows. 7:1-7:6 - Alexandr A. Kalinin, Selvam Palanimalai, Ivo D. Dinov:
SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications. 8:1-8:6
Session 4: User Interfaces and Intent
- Dominik Moritz, Danyel Fisher:
What Users Don't Expect about Exploratory Data Analysis on Approximate Query Processing Systems. 9:1-9:4 - Haoci Zhang, Thibault Sellam, Eugene Wu:
Precision Interfaces. 10:1-10:6 - Dharmil Chandarana, Vraj Shah, Arun Kumar, Lawrence K. Saul:
SpeakQL: Towards Speech-driven Multi-modal Querying. 11:1-11:6
Session 5: Collaboration and Feedback
- AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Sidharth Mudgal, Erik Paulson, Paul Suganthan G. C., Haojun Zhang:
Human-in-the-Loop Challenges for Entity Matching: A Midterm Report. 12:1-12:6 - Nurzety A. Azuan, Suzanne M. Embury, Norman W. Paton:
Observing the Data Scientist: Using Manual Corrections As Implicit Feedback. 13:1-13:6 - John E. Wenskovitch, Chris North:
Observation-Level Interaction with Clustering and Dimension Reduction Algorithms. 14:1-14:6 - Ben McCamish, Arash Termehchy, Behrouz Touri:
A Game-theoretic Approach to Data Interaction: A Progress Report. 15:1-15:4
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