kdd93

SIGKDD(KDD) 2020 论文列表

1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020.

IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models.

Dakuo Wang Josh Andres Justin D. Weisz Erick Oduor Udayan Khurana Horst Samulowitz Arunima Chaudhary Abel N. Valente Dustin Ramsey Torres Casey Dugan

Data Scientists and Designers Can Create The Jobs of The Future.

Diarmuid Cahalane Patrick Connolly Andrew Dalton Bogdan Saceleanu Medb Corcoran

The Next Decade of Data Science.

Justin D. Weisz Michael J. Muller

Cultivating Human Expertise Through AI-Assisted Data Science.

Josh Andres Christine T. Wolf Michael J. Muller Justin D. Weisz Narendra Nath Joshi Aabhas Sharma Krissy Brimijoin Michael Desmond Zahra Ashktorab Qian Pan Evelyn Duesterwald Casey Dugan

Names Don't Fly: Smart Filters for Profanity Detection and Classification in User-Generated Content.

Hamsa Shwetha Venkataram Ian Colwell Steven Liu Philip Southam Chris Mattmann Tom Söderström

InMacs: Interactive modeling and comparison of sentiments from sequence data.

Subhajit Das Florina Dutt

Towards a What-If System for Point-Of-Interest Categorisation.

Nikolaos Lagos José Miguel Pérez-Álvarez Michel Langlais Adrian Mos

WhyFlow: Explaining Errors in Data Flows Interactively.

Maeda F. Hanafi Azza Abouzied Marina Danilevsky Yunyao Li

Rationale-based Human-in-the-Loop via Supervised Attention.

Teja Kanchinadam Keith Westpfahl Qian You Glenn Fung

Human-In-The-Loop Topic Discovery with Embedded Text Representations.

Eric Bunch Qian You Glenn Fung

An Intuitive User Interface for Human-in-the-loop Entity Name Parsing and Entity Variant Generation.

Kun Qian Lucian Popa Yunyao Li

Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation.

Bhavya Ghai Q. Vera Liao Yunfeng Zhang Klaus Mueller