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Pearl Winslow

University of Bristol

University of Bristol,

Senate House, Tyndall Avenue

Bristol, Avon BS8 ITH

United Kingdom

SCHOLARLY PAPERS

8

DOWNLOADS

56

TOTAL CITATIONS

0

Scholarly Papers (8)

1.

Examining the Ontological Foundations of Transportation Systems: A Critical Discourse Analysis on the Encoding of Social Norms and Mobility Biases

Number of pages: 38 Posted: 25 Apr 2026
Pearl Winslow and Michael Harris
University of Bristol and The University of Texas at Austin, TX, USA
Downloads 11 (1,561,096)

Abstract:

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Ontology-driven decision making, transportation transactions, critical discourse analysis, liquid racism, assimilation, algorithmic bias, mobility justice

2.

A Data Mining Framework for Personalized Urban Transit Routing Using Smart Card Records

Number of pages: 42 Posted: 05 May 2026
Pearl Winslow and Carter James
University of Bristol and Guangzhou University - Institute of Environmental Research at Greater Bay
Downloads 9 (1,571,455)

Abstract:

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Data mining, smart card data, route recommendation, sequential pattern mining, urban transit, personalization, collaborative filtering

3.

How Subway Computer Systems Decide Who Looks Guilty: A Study of Predictive Policing and Fare Checking

Number of pages: 28 Posted: 25 Apr 2026
Pearl Winslow
University of Bristol
Downloads 9 (1,566,597)

Abstract:

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predictive policing, fare enforcement, transit algorithms, algorithmic bias, procedural justice, metro systems

4.

Benchmarking in Silico Perturbation Methods Against Real CRISPR Screens in iPSC-Derived Neurons

Number of pages: 22 Posted: 11 May 2026
Pearl Winslow and Abdul Bashir
University of Bristol and Bangladesh University
Downloads 7 (1,571,455)

Abstract:

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in silico perturbation, CRISPR screen, iPSC-derived neurons, benchmarking, intelligence-associated genes, prefrontal cortex, transcriptomics, variational autoencoder, perturbation GAN, single-cell RNA-seq

5.

The Generalization Gap: Why AI Detectors Trained on White-Box Attacks Fail Against Black-Box Transfer Attacks

Number of pages: 19 Posted: 06 Jul 2026
Pearl Winslow
University of Bristol
Downloads 6

Abstract:

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Adversarial Detection, Black-Box Attacks, Transfer Attacks, Generalization Gap, Deep Learning Security, Robustness Evaluation, Adversarial Manifolds, Surrogate Models

6.

Short-Term Traffic Flow Prediction Using Sparse GPS Data from Taxis

Number of pages: 24 Posted: 05 May 2026
Pearl Winslow
University of Bristol
Downloads 6 (1,575,921)

Abstract:

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traffic prediction, GPS data, taxis, sparse data, short-term forecasting

7.

Multi-Perspective Training to Break Homogeneity in Antiracist Language Models

Number of pages: 23 Posted: 22 May 2026
Jim Dorsey and Pearl Winslow
Miami University of Science and Technology and University of Bristol
Downloads 5 (1,579,934)

Abstract:

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Antiracist Language Models, Homogeneity Assumption, Multi-Perspective Training, Adversarial Learning, Rare Racist Discourse, Assimilation Pressure, Critical Race Theory, Detection of Subtle Harm

8.

Policy-Driven Recommender Systems for Knowledge Contribution in Virtual Communities

Number of pages: 27 Posted: 19 Jun 2026
Pearl Winslow
University of Bristol
Downloads 3

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