Julia Stoyanovich - Publications, H-index & Citations

Julia Stoyanovich

New York University

27H指数

192论文数

2.9K被引数

收录论文 9

发表时间

ShaRP: Explaining Rankings and Preferences with Shapley Values ShaRP：使用Shapley值解释排名和偏好

PROCEEDINGS OF THE VLDB ENDOWMENT

IF3.3

2025-07-01

PREAI

Pliatsika, Venetia; Fonseca, Joao; Akhynko, Kateryna; Shevchenko, Ivan; Stoyanovich, Julia

Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

PREAI

Guha, Shubha; Khan, Falaah Arif; Stoyanovich, Julia; Schelter, Sebastian

Responsible AI literacy: A stakeholder-first approach 负责任的AI素养: 利益相关者优先的方法

BIG DATA & SOCIETY

IF5.9

2023-12-19

OAAI

Figaredo, Daniel Dominguez; Stoyanovich, Julia

Introducing contextual transparency for automated decision systems

NATURE MACHINE INTELLIGENCE

IF23.9

2023-03-13

PREAI

Sloane, Mona; Solano-Kamaiko, Ian Rene; Yuan, Jun; Dasgupta, Aritra; Stoyanovich, Julia

Fairness in Ranking, Part I: Score-Based Ranking

ACM COMPUTING SURVEYS

IF28

2022-12-07

OAAI

Zehlike, Meike; Yang, Ke; Stoyanovich, Julia

Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems

ACM COMPUTING SURVEYS

IF28

2022-12-07

OAAI

Zehlike, Meike; Yang, Ke; Stoyanovich, Julia

Developing data capability with non-profit organisations using participatory methods

BIG DATA & SOCIETY

IF5.9

2022-05-11

OAAI

McCosker, Anthony; Yao, Xiaofang; Albury, Kath; Maddox, Alexia; Farmer, Jane; Stoyanovich, Julia

The imperative of interpretable machines

NATURE MACHINE INTELLIGENCE

IF23.9

2020-04-13

PREAI

Stoyanovich, Julia; Van Bavel, Jay J.; West, Tessa V.

AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments

DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION

IF3.6

2011-12-21

OAAI

Zheng, Jie; Stoyanovich, Julia; Manduchi, Elisabetta; Liu, Junmin; Stoeckert, Christian J., Jr.

研究方向