Kristin P. Bennett

Kristin P. Bennett

Rensselaer Polytechnic Institute

H-index: 66

North America-United States

About Kristin P. Bennett

Kristin P. Bennett, With an exceptional h-index of 66 and a recent h-index of 36 (since 2020), a distinguished researcher at Rensselaer Polytechnic Institute, specializes in the field of Machine Learning, Data Mining, Artificial Intelligence, Bioinformatics, Public Health.

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

MortalityMinder: Visualization and AI Interpretations of Social Determinants of Premature Mortality in the United States

Pairwise Causality Guided Transformers for Event Sequences

DeFi Survival Analysis: Insights Into the Emerging Decentralized Financial Ecosystem

Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities

Enabling Cross-Language Data Integration and Scalable Analytics in Decentralized Finance

Hierarchical optimization

Semantically enabling clinical decision support recommendations

Demographic and socioeconomic determinants of access to care: A subgroup disparity analysis using new equity-focused measurements

Kristin P. Bennett Information

University

Position

Professor of Mathematical Sciences

Citations(all)

18481

Citations(since 2020)

4611

Cited By

15634

hIndex(all)

66

hIndex(since 2020)

36

i10Index(all)

128

i10Index(since 2020)

84

Email

University Profile Page

Rensselaer Polytechnic Institute

Google Scholar

View Google Scholar Profile

Kristin P. Bennett Skills & Research Interests

Machine Learning

Data Mining

Artificial Intelligence

Bioinformatics

Public Health

Top articles of Kristin P. Bennett

Title

Journal

Author(s)

Publication Date

MortalityMinder: Visualization and AI Interpretations of Social Determinants of Premature Mortality in the United States

Information

Karan Bhanot

John S Erickson

Kristin P Bennett

2024/4/30

Pairwise Causality Guided Transformers for Event Sequences

Advances in Neural Information Processing Systems

Xiao Shou

Debarun Bhattacharjya

Tian Gao

Dharmashankar Subramanian

Oktie Hassanzadeh

...

2024/2/13

DeFi Survival Analysis: Insights Into the Emerging Decentralized Financial Ecosystem

Distributed Ledger Technologies: Research and Practice

Aaron M Green

Michael P Giannattasio

John S Erickson

Oshani Seneviratne

Kristin P Bennett

2024

Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities

Karan Bhanot

Ioana Baldini

Dennis Wei

Jiaming Zeng

Kristin Bennett

2023/8/8

Enabling Cross-Language Data Integration and Scalable Analytics in Decentralized Finance

Conor Flynn

Kristin P Bennett

John S Erickson

Aaron Green

Oshani Seneviratne

2023/12/15

Hierarchical optimization

Mathematical Programming

Kristin P Bennett

Michael C Ferris

Jong-Shi Pang

Mikhail V Solodov

Stephen J Wright

2023/4

Semantically enabling clinical decision support recommendations

Journal of Biomedical Semantics

Oshani Seneviratne

Amar K Das

Shruthi Chari

Nkechinyere N Agu

Sabbir M Rashid

...

2023/7/18

Demographic and socioeconomic determinants of access to care: A subgroup disparity analysis using new equity-focused measurements

Plos one

Miao Qi

Henrique Santos

Paulo Pinheiro

Deborah L McGuinness

Kristin P Bennett

2023/11/16

Framework for Research in Equitable Synthetic Control Arms

AMIA Annual Symposium Proceedings

Nafis Neehal

Vibha Anand

Kristin P Bennett

2023

Characterizing common quarterly behaviors in defi lending protocols

Aaron Green

Michael Giannattasio

Keran Wang

John S Erickson

Oshani Seneviratne

...

2023/7/11

An Ontology for Reasoning About Fairness in Regression and Machine Learning

Jade S Franklin

Hannah Powers

John S Erickson

Jamie McCusker

Deborah L McGuinness

...

2023/10/31

Towards machine-assisted biomedical data preparation: a use case on disparity in access to health care

Paulo Pinheiro

Henrique Santos

Miao Qi

Kristin P Bennett

Deborah L McGuinness

2023

Probabilistic attention-to-influence neural models for event sequences

Xiao Shou

Debarun Bhattacharjya

Tian Gao

Dharmashankar Subramanian

Oktie Hassanzadeh

...

2023/7/3

Adversarial Auditing of Machine Learning Models under Compound Shift

Karan Bhanot

Dennis Wei

Ioana Baldini

Kristin P Bennett

2023/10/4

Concurrent multi-label prediction in event streams

Proceedings of the AAAI Conference on Artificial Intelligence

Xiao Shou

Tian Gao

Dharmashankar Subramanian

Debarun Bhattacharjya

Kristin P Bennett

2023/6/26

Influence-aware attention for multivariate temporal point processes

Xiao Shou

Tian Gao

Dharmashankar Subramanian

Debarun Bhattacharjya

Kristin Bennett

2023/8/10

Eat4Genes: a bioinformatic rational gene targeting app and prototype model for improving human health

Frontiers in Nutrition

Morgan L Ford

Jessica M Cooley

Veda Sripada

Zhengwen Xu

John S Erickson

...

2023/5/26

The PAICE suite reveals circadian posttranscriptional timing of noncoding RNAs and spliceosome components in Mus musculus macrophages

G3

Sharleen M Buel

Shayom Debopadhaya

Hannah De los Santos

Kaelyn M Edwards

Alexandra M David

...

2022/9/1

A Bioinformatic Rational Gene Targeting Approach to Treating Pathologies With Healthy Diet

Current Developments in Nutrition

Dana Crawford

Tamia Brefo

Jeffrey Chai

Jessica Coco

Jessica Colley

...

2022/6/1

HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management

Georgios Mavroudeas

Malik Magdon-Ismail

Xiao Shou

Kristin P Bennett

2022/11/28

See List of Professors in Kristin P. Bennett University(Rensselaer Polytechnic Institute)

Co-Authors

H-index: 92
Olvi Mangasarian

Olvi Mangasarian

University of Wisconsin-Madison

H-index: 84
John Shawe-Taylor

John Shawe-Taylor

University College London

H-index: 73
Qiang Ji

Qiang Ji

Rensselaer Polytechnic Institute

H-index: 63
Nello Cristianini

Nello Cristianini

University of Bristol

H-index: 49
Bülent Yener

Bülent Yener

Rensselaer Polytechnic Institute

H-index: 42
John Mitchell

John Mitchell

Rensselaer Polytechnic Institute

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