Works (41)

Updated: March 28th, 2024 13:08

2023 journal article

A natural language processing approach to categorise contributing factors from patient safety event reports

BMJ Health & Care Informatics, 30(1), e100731.

By: A. Tabaieโ€‰*, S. Sengupta nโ€‰, Z. Pruittโ€‰* & A. Fongโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Machine Learning; Electronic Health Records
MeSH headings : Humans; Natural Language Processing; Patient Safety; Algorithms; Machine Learning
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 26, 2023

2023 journal article

Automated Error Labeling in Radiation Oncology via Statistical Natural Language Processing

DIAGNOSTICS, 13(7).

By: I. Ganguly n, G. Buhrmanโ€‰*, E. Kline, S. Munโ€‰* & S. Sengupta nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: patient safety; medical errors; neural networks; text classification; statistical modeling
Sources: Web Of Science, ORCID
Added: May 9, 2023

2023 journal article

Core-periphery structure in networks: A statistical exposition

Statistics Surveys, 17(none), 42โ€“74.

By: E. Yanchenko n & S. Sengupta nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Networks; core-periphery structure; meso-scale features
Sources: Web Of Science, ORCID, Crossref
Added: May 30, 2023

2023 journal article

Development and validation of a predictive model for the diagnosis of rheumatic heart disease in low-income countries based on two cross-sectional studies

INTERNATIONAL JOURNAL OF CARDIOLOGY CARDIOVASCULAR RISK AND PREVENTION, 18.

By: M. Rayโ€‰*, S. Guha, R. Dhungana*, A. Karak, B. Choudhury, B. Ray*, H. Zubairโ€‰*, M. Rayโ€‰* ...

co-author countries: Nepal ๐Ÿ‡ณ๐Ÿ‡ต United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Low-income countries; Early detection; Educational intervention; Rheumatic heart disease; Secondary prophylaxis
Sources: Web Of Science, ORCID
Added: August 14, 2023

2023 chapter

How AI can Help us Understand and Mitigate Error Propagation in Radiation Oncology

In Artificial Intelligence in Radiation Oncology (pp. 305โ€“334).

By: E. Kline & S. Sengupta nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: May 31, 2023

2023 article

Statistical Challenges in Online Controlled Experiments: A Review of A/B Testing Methodology

Larsen, N., Stallrich, J., Sengupta, S., Deng, A., Kohavi, R., & Stevens, N. T. (2023, October 17). AMERICAN STATISTICIAN, Vol. 10.

By: N. Larsen n, J. Stallrich n, S. Sengupta nโ€‰, A. Deng, R. Kohavi & N. Stevensโ€‰*

co-author countries: Canada ๐Ÿ‡จ๐Ÿ‡ฆ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: A/B testing; Literature review; Online controlled experiments; Randomized controlled trials; Treatment effect estimation
Sources: ORCID, Web Of Science
Added: September 9, 2023

2023 conference paper

Wildfire Pollution Emissions, Exposure, and Human Health: A Growing Air Quality Control Issue

Ali, M. S., Aneja, V., Ganguly, I., Sanyal, S., & Sengupta, S. (2023, November 8).

By: M. Aliโ€‰ n, V. Aneja n, I. Ganguly n, S. Sanyalโ€‰* & S. Sengupta nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: March 1, 2024

2022 journal article

SAFER: Social Capital-Based Friend Recommendation to Defend against Phishing Attacks

Proceedings of the International AAAI Conference on Web and Social Media, 16, 241โ€“252.

By: Z. Guoโ€‰*, J. Cho*, I. Chenโ€‰*, S. Sengupta nโ€‰, M. Hongโ€‰* & T. Mitraโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: May 31, 2023

2022 journal article

Scalable Community Extraction of Text Networks for Automated Grouping in Medical Databases

Journal of Data Science, 1โ€“20.

By: T. Komolafe, A. Fong & S. Sengupta nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: ORCID, Crossref
Added: May 31, 2023

2022 journal article

Using Community Detection Techniques to Identify Themes in COVID-19โ€“Related Patient Safety Event Reports

Journal of Patient Safety, 18(8), e1196โ€“e1202.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
MeSH headings : Humans; COVID-19 / epidemiology; Pandemics; COVID-19 Testing; Patient Safety; Research Report
Sources: Crossref, ORCID
Added: June 2, 2023

2022 conference paper

Wildfire Pollution Exposure and Human Health: A Growing Air Quality and Public Health Issue

Environmental Science Proceedings, 19(1), 59.

By: S. Sengupta nโ€‰, V. Aneja n & J. Kravchenko*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ

Event: ECAS 2022

Sources: ORCID, Crossref
Added: May 31, 2023

2021 article

Broader impacts of network monitoring: Its role in government, industry, technology, and beyond

Stevens, N. T., Wilson, J. D., Driscoll, A. R., McCulloh, I., Michailidis, G., Paris, C., โ€ฆ Sparks, R. (2021, September 9). QUALITY ENGINEERING, Vol. 33.

co-author countries: Australia ๐Ÿ‡ฆ๐Ÿ‡บ Canada ๐Ÿ‡จ๐Ÿ‡ฆ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: graphs; network monitoring; network science; statistical process monitoring; surveillance
Sources: Web Of Science, ORCID
Added: October 26, 2021

2021 journal article

Foundations of network monitoring: Definitions and applications

Quality Engineering, 33(4), 719โ€“730.

co-author countries: Australia ๐Ÿ‡ฆ๐Ÿ‡บ Canada ๐Ÿ‡จ๐Ÿ‡ฆ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: graphs; network monitoring; network science; statistical process monitoring; surveillance
Sources: Web Of Science, ORCID, Crossref
Added: November 8, 2021

2021 journal article

Online Social Deception and Its Countermeasures: A Survey

IEEE Access, 9, 1770โ€“1806.

By: Z. Guoโ€‰*, J. Cho*, I. Chenโ€‰*, S. Sengupta nโ€‰, M. Hongโ€‰* & T. Mitraโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Online social deception; cyberattacks; security; defense; prevention; detection; and response; social media; online social networks
Sources: Web Of Science, Crossref
Added: January 25, 2021

2021 journal article

Research in network monitoring: Connections with SPM and new directions

Quality Engineering, 33(4), 736โ€“748.

co-author countries: Australia ๐Ÿ‡ฆ๐Ÿ‡บ Canada ๐Ÿ‡จ๐Ÿ‡ฆ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: graphs; network monitoring; network science; surveillance
Sources: Web Of Science, ORCID, Crossref
Added: October 26, 2021

2021 journal article

Scalable Estimation of Epidemic Thresholds via Node Sampling

Sankhya A, 84(1), 321โ€“344.

By: A. Dasguptaโ€‰* & S. Sengupta nโ€‰

co-author countries: India ๐Ÿ‡ฎ๐Ÿ‡ณ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Epidemic threshold; Networks; Sampling; Random walk; Configuration model; Epidemiology
Sources: ORCID, Web Of Science, Crossref
Added: July 19, 2021

2021 journal article

The Impact of COVID-19 on Medical Device Reporting and Investigation

Patient Safety, 9, 28โ€“35.

co-author countries: Norway ๐Ÿ‡ณ๐Ÿ‡ด United States of America ๐Ÿ‡บ๐Ÿ‡ธ

Contributors: S. Sengupta nโ€‰

Source: ORCID
Added: May 31, 2023

2021 journal article

The interdisciplinary nature of network monitoring: Advantages and disadvantages

Quality Engineering, 33(4), 731โ€“735.

co-author countries: Australia ๐Ÿ‡ฆ๐Ÿ‡บ Canada ๐Ÿ‡จ๐Ÿ‡ฆ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: statistical process monitoring; network monitoring; network science; graphs; surveillance
Sources: Web Of Science, ORCID, Crossref
Added: October 26, 2021

2020 journal article

Online Social Deception and Its Countermeasures: A Survey

IEEE Access.

By: Z. Guo, J. Cho, R. Chen, S. Senguptaโ€‰, M. Hong & T. Mitra

Source: ORCID
Added: May 31, 2023

2020 journal article

Scalable estimation of epidemic thresholds via node sampling

ArXiv Preprint ArXiv:2007.14820.

By: A. Dasgupta & S. Senguptaโ€‰

Source: ORCID
Added: May 31, 2023

2020 journal article

The value of summary statistics for anomaly detection in temporally evolving networks: A performance evaluation study

Applied Stochastic Models in Business and Industry, 36(6), 980โ€“1013.

By: L. Kodali, S. Senguptaโ€‰, L. House & W. Woodall

Source: ORCID
Added: May 31, 2023

2019 journal article

A Bootstrap-Based Approach for Improving Measurements by Retarding Potential Analyzers

Journal of Geophysical Research: Space Physics, 124(6), 4569โ€“4584.

By: S. Debchoudhury, S. Senguptaโ€‰, G. Earle & W. Coley

Source: ORCID
Added: May 31, 2023

2019 journal article

A Bootstrap-based Inference Framework for Testing Similarity of Paired Networks

ArXiv Preprint ArXiv:1911.06869.

By: S. Bhadra, K. Chakraborty, S. Senguptaโ€‰ & S. Lahiri

Source: ORCID
Added: May 31, 2023

2019 thesis

Parameter estimation from retarding potential analyzers in the presence of realistic noise

Virginia Tech.

By: S. Debchoudhury

Source: ORCID
Added: May 31, 2023

2019 journal article

Statistical evaluation of spectral methods for anomaly detection in static networks

Network Science, 7(3), 319โ€“352.

By: T. Komolafe, A. Quevedo, S. Senguptaโ€‰ & W. Woodall

Source: ORCID
Added: May 31, 2023

2019 journal article

Toward epidemic thresholds on temporal networks: a review and open questions

Applied Network Science, 4(1), 1โ€“21.

By: J. Leitchโ€‰*, K. Alexanderโ€‰* & S. Sengupta*โ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Crossref, ORCID
Added: May 31, 2023

2019 journal article

Using artificial neural networks to predict pH, ammonia, and volatile fatty acid concentrations in the rumen

Journal of Dairy Science, 102(10), 8850โ€“8861.

By: M. Li, S. Senguptaโ€‰ & M. Hanigan

Source: ORCID
Added: May 31, 2023

2018 journal article

A block model for node popularity in networks with community structure

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 80(2), 365โ€“386.

By: S. Senguptaโ€‰ & Y. Chen

Source: ORCID
Added: May 31, 2023

2018 journal article

A block model for node popularity in networks with community structure Series B Statistical methodology

By: S. Senguptaโ€‰ & Y. Chen

Source: ORCID
Added: May 31, 2023

2018 journal article

Anomaly detection in static networks using egonets

ArXiv Preprint ArXiv:1807.08925.

By: S. Senguptaโ€‰

Source: ORCID
Added: May 31, 2023

2018 journal article

Discussion of โ€œStatistical methods for network surveillanceโ€

Discussion of โ€œStatistical methods for network surveillance.โ€ Applied Stochastic Models in Business and Industry, 34(4), 446โ€“448.

By: S. Senguptaโ€‰ & W. Woodall

Source: ORCID
Added: May 31, 2023

2018 journal article

Performance evaluation of social network anomaly detection using a moving window--based scan method

Quality and Reliability Engineering International, 34(8), 1699โ€“1716.

Srijan Sengupta

Source: ORCID
Added: May 31, 2023

2018 journal article

Performance evaluation of social network anomaly detection using a moving window-based scan method

Quality and Reliability Engineering International, 34(8), 1699โ€“1716.

By: M. Zhaoโ€‰*, A. Driscollโ€‰*, S. Sengupta*โ€‰, R. Fricker*, D. Spitznerโ€‰* & W. Woodall*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: Crossref
Added: June 4, 2023

2018 journal article

The effect of temporal aggregation level in social network monitoring

PLOS ONE, 13(12), e0209075.

By: M. Zhaoโ€‰*, A. Driscollโ€‰*, S. Sengupta*โ€‰, N. Stevensโ€‰*, R. Fricker* & W. Woodall*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ

Ed(s): P. Dorta-Gonzรกlez

MeSH headings : Computer Simulation; Humans; Signal Processing, Computer-Assisted; Social Networking; Stochastic Processes; Time Factors
Source: Crossref
Added: June 3, 2023

2018 journal article

The effect of temporal aggregation level in social network monitoring

Plos One, 13(12), e0209075.

Srijan Sengupta

Source: ORCID
Added: May 31, 2023

2016 journal article

A subsampled double bootstrap for massive data

Journal of the American Statistical Association, 111(515), 1222โ€“1232.

By: S. Senguptaโ€‰, S. Volgushev & X. Shao

Source: ORCID
Added: May 31, 2023

2016 thesis

Statistical analysis of networks with community structure and bootstrap methods for big data

University of Illinois at Urbana-Champaign.

By: S. Senguptaโ€‰

Source: ORCID
Added: May 31, 2023

2015 journal article

Recent developments in bootstrap methods for dependent data

Journal of Time Series Analysis, 36(3), 462โ€“480.

By: G. Cavaliere, D. Politis, A. Rahbek, P. Bertail, S. Clรฉmenรงon, J. Tressou, others

Source: ORCID
Added: May 31, 2023

2015 journal article

Spectral clustering in heterogeneous networks

Statistica Sinica, 1081โ€“1106.

By: S. Senguptaโ€‰ & Y. Chen

Source: ORCID
Added: May 31, 2023

2015 journal article

The dependent random weighting

Journal of Time Series Analysis, 36(3), 315โ€“326.

By: S. Senguptaโ€‰, X. Shao & Y. Wang

Source: ORCID
Added: May 31, 2023

2010 conference paper

Modeling the zero coupon yield curve: a regression approach

Global Conference of Actuaries, 12.

By: S. Senguptaโ€‰

Source: ORCID
Added: May 31, 2023

Employment

Updated: February 11th, 2021 12:45

2020 - present

North Carolina State University Raleigh, North Carolina, US
Assistant Professor Statistics

2016 - 2020

Virginia Tech Blacksburg, Virginia, US
Assistant Professor Statistics

2010 - 2011

Max Life Insurance Co Ltd New Delhi, Delhi, IN
Actuary

2009 - 2010

ICICI Prudential Life Insurance Company Mumbai, Maharashtra, IN
Actuary

Education

Updated: February 11th, 2021 12:44

2011 - 2016

University of Illinois at Urbana Champaign Urbana, Illinois, US
Ph.D. Statistics

2007 - 2009

Indian Statistical Institute Kolkata, West Bengal, IN
M.Stat Statistics

2004 - 2007

Indian Statistical Institute Kolkata, West Bengal, IN
B.Stat Statistics

Funding History

Funding history based on the linked ORCID record. Updated: February 11th, 2021 12:36

grant August 1, 2019 - July 31, 2022
Collaborative Research: Statistical algorithms for anomaly detection and patterns recognition in patient care and safety event reports
United States National Library of Medicine

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