Michele Samorani

Santa Clara University - Information Systems and Analytics

500, El Camino Real

Santa Clara, CA 95053-0382

United States

SCHOLARLY PAPERS

12

DOWNLOADS

1,358

SSRN CITATIONS

2

CROSSREF CITATIONS

3

Scholarly Papers (12)

1.

Overbooked and Overlooked: Machine Learning and Racial Bias in Medical Appointment Scheduling

Samorani, M., Harris, S.L., Blount, L.G., Lu, H. and Santoro, M.A., 2021. Overbooked and overlooked: machine learning and racial bias in medical appointment scheduling. Manufacturing & Service Operations Management.
Number of pages: 19 Posted: 23 Oct 2019 Last Revised: 22 Jan 2022
Santa Clara University - Information Systems and Analytics, Virginia Commonwealth University (VCU), Black Women’s Health Imperative, Santa Clara University - Information Systems and Analytics and Santa Clara University
Downloads 662 (58,747)
Citation 3

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Appointment Scheduling, Machine Learning, Algorithmic Bias, Socio-economic Bias, Racial Bias

2.

Product Return Episodes in Retailing

Forthcoming, Service Science
Number of pages: 41 Posted: 26 Jul 2016 Last Revised: 15 Dec 2019
Michele Samorani, Aydin Alptekinoglu and Paul R. Messinger
Santa Clara University - Information Systems and Analytics, Smeal College of Business, Pennsylvania State University and University of Alberta - Department of Marketing, Business Economics & Law
Downloads 235 (189,717)
Citation 1

Abstract:

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product returns, product search, price, store assortment, retailing, reverse supply chain

3.

The Wind Farm Layout Optimization Problem

Handbook of Wind Power Systems, 2011
Number of pages: 18 Posted: 19 Jul 2013 Last Revised: 17 Jul 2014
Michele Samorani
Santa Clara University - Information Systems and Analytics
Downloads 157 (271,128)

Abstract:

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wind farm layout, wake effects, wind turbine, optimization, genetic algorithms

4.

Outpatient Appointment Scheduling Given Individual Day-Dependent No-Show Predictions

Number of pages: 37 Posted: 12 Oct 2013
Michele Samorani and Linda LaGanga
Santa Clara University - Information Systems and Analytics and Mental Health Center of Denver
Downloads 141 (295,553)
Citation 1

Abstract:

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Appointment scheduling, business analytics, OR in health services, data mining

5.

The Impact of Probabilistic Classifiers on Appointment Scheduling With No-Shows

Fortieth International Conference on Information Systems, Munich 2019
Number of pages: 17 Posted: 03 Oct 2019
Michele Samorani and Shannon Harris
Santa Clara University - Information Systems and Analytics and Virginia Commonwealth University (VCU)
Downloads 63 (492,434)
Citation 2

Abstract:

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IS in Health Care, Appointment No-Shows predictions, Appointment Scheduling With No-Shows

6.

On Selecting a Probabilistic Classifier for Appointment No-show Prediction

Number of pages: 35 Posted: 14 Jul 2020 Last Revised: 11 Dec 2020
Shannon Harris and Michele Samorani
Virginia Commonwealth University (VCU) and Santa Clara University - Information Systems and Analytics
Downloads 30 (658,112)

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healthcare, appointment no-show, appointment scheduling, classification, classification performance

7.

Data Mining Driven Neighborhood Search

INFORMS Journal on Computing, Volume 24 Issue 2, Spring 2012 Pages 210-227 , University of Alberta School of Business Research Paper No. 2013-1098
Number of pages: 30 Posted: 02 Jul 2013 Last Revised: 02 Jul 2014
Michele Samorani and Manuel Laguna
Santa Clara University - Information Systems and Analytics and University of Colorado at Boulder - Leeds School of Business
Downloads 23 (710,031)

Abstract:

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8.

A Randomized Exhaustive Propositionalization Approach for Molecule Classification

INFORMS Journal on Computing, Volume 23, Issue 3, Summer 2011, pp. 331-345 , University of Alberta School of Business Research Paper No. 2013-1099
Number of pages: 27 Posted: 02 Jul 2013 Last Revised: 22 Jan 2014
Michele Samorani, Manuel Laguna, Robert DeLisle and Daniel Weaver
Santa Clara University - Information Systems and Analytics, University of Colorado at Boulder - Leeds School of Business, Array BioPharma, Inc. and Independent
Downloads 20 (734,414)

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Optimal Sequencing of Unpunctual Patients in High-Service-Level Clinics

Production and Operations Management, Forthcoming, University of Alberta School of Business Research Paper No. 2694774
Number of pages: 49 Posted: 24 Nov 2015 Last Revised: 02 Jan 2016
Michele Samorani and Subhamoy Ganguly
Santa Clara University - Information Systems and Analytics and University of Auckland Business School
Downloads 19 (767,755)
Citation 1

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appointment scheduling, unpunctuality, no-shows

Optimal Sequencing of Unpunctual Patients in High-Service-Level Clinics

Optimal sequencing of unpunctual patients in high‐service‐level clinics. Production and Operations Management, 25(2), 330-346. https://doi.org/10.1111/poms.12426, The University of Auckland Business School Research Paper Series
Posted: 18 Oct 2021
Michele Samorani and Subhamoy Ganguly
Santa Clara University - Information Systems and Analytics and University of Auckland Business School

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10.

A Software Package and Data Set for the Personal Protective Equipment Matching Problem during COVID-19

Number of pages: 16 Posted: 21 Jun 2022
Michele Samorani, Ram Bala, Rohit Jacob and Shuhan He
Santa Clara University - Information Systems and Analytics, Santa Clara University - Leavey School of Business, Project Stanley Inc. and Harvard University - Harvard Medical School
Downloads 8 (849,905)

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COVID-19, PPE supply chain, PPE matching problem

11.

Optimal Sequencing of Unpunctual Patients: Provider's Wait-Preempt Dilemma

Indian Institute of Management Udaipur Research Paper Series No. 2012-2171274
Posted: 18 Jul 2013
Subhamoy Ganguly and Michele Samorani
University of Auckland Business School and Santa Clara University - Information Systems and Analytics

Abstract:

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12.

Classification by Vertical and Cutting Multi-Hyperplane Decision Tree Induction

University of Alberta School of Business Research Paper No. 2013-1200, Decision Support Systems Volume 48 Issue 3, February, 2010 Pages 430-436
Posted: 02 Jul 2013
Fred Glover, Michele Samorani and Marco Better
University of Colorado at Boulder, Graduate School of Business, Santa Clara University - Information Systems and Analytics and OptTek Systems

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