Carlotta Domeniconi

Carlotta Domeniconi

George Mason University

H-index: 40

North America-United States

About Carlotta Domeniconi

Carlotta Domeniconi, With an exceptional h-index of 40 and a recent h-index of 27 (since 2020), a distinguished researcher at George Mason University, specializes in the field of machine learning, data mining, clustering, classification, ensemble methods.

His recent articles reflect a diverse array of research interests and contributions to the field:

Causality-based fair multiple decision by response functions

Multiple clusterings: Recent advances and perspectives

Federated Causality Learning with Explainable Adaptive Optimization

Few-shot partial multi-label learning with synthetic features network

Meta multi-instance multi-label learning by heterogeneous network fusion

Simulation and optimization techniques for the mitigation of disruptions to supply chains

FedTA: Federated Worthy Task Assignment for Crowd Workers

Directed acyclic graph learning on attributed heterogeneous network

Carlotta Domeniconi Information

University

Position

Associate Professor of Computer Science

Citations(all)

7393

Citations(since 2020)

2818

Cited By

5687

hIndex(all)

40

hIndex(since 2020)

27

i10Index(all)

117

i10Index(since 2020)

83

Email

University Profile Page

George Mason University

Google Scholar

View Google Scholar Profile

Carlotta Domeniconi Skills & Research Interests

machine learning

data mining

clustering

classification

ensemble methods

Top articles of Carlotta Domeniconi

Title

Journal

Author(s)

Publication Date

Causality-based fair multiple decision by response functions

ACM Transactions on Knowledge Discovery from Data

Cong Su

Guoxian Yu

Yongqing Zheng

Jun Wang

Zhengtian Wu

...

2024/1/12

Multiple clusterings: Recent advances and perspectives

Guoxian Yu

Liangrui Ren

Jun Wang

Carlotta Domeniconi

Xiangliang Zhang

2024/5/1

Federated Causality Learning with Explainable Adaptive Optimization

arXiv preprint arXiv:2312.05540

Dezhi Yang

Xintong He

Jun Wang

Guoxian Yu

Carlotta Domeniconi

...

2023/12/9

Few-shot partial multi-label learning with synthetic features network

Yifan Sun

Yunfeng Zhao

Guoxian Yu

Zhongmin Yan

Carlotta Domeniconi

2023/1/2

Meta multi-instance multi-label learning by heterogeneous network fusion

Information Fusion

Sichao Qiu

Mengyi Wang

Yuanlin Yang

Guoxian Yu

Jun Wang

...

2023/6/1

Simulation and optimization techniques for the mitigation of disruptions to supply chains

Raj Patel

Abhisekh Rana

Sean Luke

Carlotta Domeniconi

Hamdi Kavak

...

2023/5/23

FedTA: Federated Worthy Task Assignment for Crowd Workers

IEEE Transactions on Dependable and Secure Computing

Xiangping Kang

Guoxian Yu

Lanju Kong

Carlotta Domeniconi

Xiangliang Zhang

...

2023/12/22

Directed acyclic graph learning on attributed heterogeneous network

IEEE Transactions on Knowledge and Data Engineering

Jiaxuan Liang

Jun Wang

Guoxian Yu

Wei Guo

Carlotta Domeniconi

...

2023/4/12

Enhancing Out-of-Vocabulary Estimation with Subword Attention

Raj Patel

Carlotta Domeniconi

2023/7

Few-shot partial multi-label learning via prototype rectification

Knowledge and Information Systems

Yunfeng Zhao

Guoxian Yu

Lei Liu

Zhongmin Yan

Carlotta Domeniconi

...

2023/4

Incentive-boosted federated crowdsourcing

Proceedings of the AAAI Conference on Artificial Intelligence

Xiangping Kang

Guoxian Yu

Jun Wang

Wei Guo

Carlotta Domeniconi

...

2023/6/26

Gradient-based local causal structure learning

IEEE Transactions on Cybernetics

Jiaxuan Liang

Jun Wang

Guoxian Yu

Carlotta Domeniconi

Xiangliang Zhang

...

2023/1/31

Long-tail cross modal hashing

Proceedings of the AAAI Conference on Artificial Intelligence

Zijun Gao

Jun Wang

Guoxian Yu

Zhongmin Yan

Carlotta Domeniconi

...

2023/6/26

Self-paced annotations of crowd workers

Knowledge and Information Systems

Xiangping Kang

Guoxian Yu

Carlotta Domeniconi

Jun Wang

Wei Guo

...

2022/12

Personalized federated few-shot learning

IEEE Transactions on Neural Networks and Learning Systems

Yunfeng Zhao

Guoxian Yu

Jun Wang

Carlotta Domeniconi

Maozu Guo

...

2022/7/21

Few-shot partial multi-label learning with data augmentation

Yifan Sun

Yunfeng Zhao

Guoxian Yu

Zhongmin Yan

Carlotta Domeniconi

2022/11/28

Hypergraph Simultaneous Generators

Bahman Pedrood

Carlotta Domeniconi

Kathryn Laskey

2022/5/3

Hub-VAE: Unsupervised Hub-based Regularization of Variational Autoencoders

arXiv preprint arXiv:2211.10469

Priya Mani

Carlotta Domeniconi

2022/11/18

A diversified attention model for interpretable multiple clusterings

IEEE Transactions on Knowledge and Data Engineering

Liangrui Ren

Guoxian Yu

Jun Wang

Lei Liu

Carlotta Domeniconi

...

2022/11/2

Isoform function prediction by Gene Ontology embedding

Bioinformatics

Sichao Qiu

Guoxian Yu

Xudong Lu

Carlotta Domeniconi

Maozu Guo

2022/10/1

See List of Professors in Carlotta Domeniconi University(George Mason University)

Co-Authors

H-index: 78
Dimitrios Gunopulos

Dimitrios Gunopulos

National and Kapodistrian University of Athens

H-index: 53
Xiangliang Zhang

Xiangliang Zhang

King Abdullah University of Science and Technology

H-index: 50
Vassilis J. Tsotras

Vassilis J. Tsotras

University of California, Riverside

H-index: 49
Daniel Barbara

Daniel Barbara

George Mason University

H-index: 47
George Kollios

George Kollios

Boston University

H-index: 42
Kathryn B. Laskey

Kathryn B. Laskey

George Mason University

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