Shih-Fen Cheng

Shih-Fen Cheng

Singapore Management University

H-index: 21

Asia-Singapore

About Shih-Fen Cheng

Shih-Fen Cheng, With an exceptional h-index of 21 and a recent h-index of 14 (since 2020), a distinguished researcher at Singapore Management University, specializes in the field of Optimization, Artificial Intelligence, Behavioral Game Theory, Transportation & Logistics, Crowdsourcing.

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

Strategic Planning for Flexible Agent Availability in Large Taxi Fleets

When Taxi Drivers Meet Dynamic Pricing: A Lesson from Singapore’s JustGrab Program

Improving quantal cognitive hierarchy model through iterative population learning

Designing Large-Scale Intelligent Collaborative Platform for Freight Forwarders

Neighborhood retail amenities and taxi trip behavior: A natural experiment in Singapore

M2-CNN: A macro-micro model for taxi demand prediction

Quantifying Taxi Drivers' Behaviors with Behavioral Game Theory

Carbon-Aware Mine Planning with a Novel Multi-objective Framework

Shih-Fen Cheng Information

University

Position

School of Information Systems

Citations(all)

1498

Citations(since 2020)

572

Cited By

1160

hIndex(all)

21

hIndex(since 2020)

14

i10Index(all)

35

i10Index(since 2020)

19

Email

University Profile Page

Singapore Management University

Google Scholar

View Google Scholar Profile

Shih-Fen Cheng Skills & Research Interests

Optimization

Artificial Intelligence

Behavioral Game Theory

Transportation & Logistics

Crowdsourcing

Top articles of Shih-Fen Cheng

Title

Journal

Author(s)

Publication Date

Strategic Planning for Flexible Agent Availability in Large Taxi Fleets

Rajiv Ranjan Kumar

Pradeep Varakantham

Shih-Fen Cheng

2023/5

When Taxi Drivers Meet Dynamic Pricing: A Lesson from Singapore’s JustGrab Program

Shih-Fen Cheng

Wen-Tai Hsu

Jing Li

2023/12/13

Improving quantal cognitive hierarchy model through iterative population learning

arXiv preprint arXiv:2302.06033

Yuhong Xu

Shih-Fen Cheng

Xinyu Chen

2023/2/13

Designing Large-Scale Intelligent Collaborative Platform for Freight Forwarders

Pang Jin Tan

Shih-Fen Cheng

Richard Chen

2023/12/5

Neighborhood retail amenities and taxi trip behavior: A natural experiment in Singapore

Habitat International

Kwan Ok Lee

Shih-Fen Cheng

2023/1/1

M2-CNN: A macro-micro model for taxi demand prediction

Shih-Fen Cheng

Prabod Rathnayaka

2023/12

Quantifying Taxi Drivers' Behaviors with Behavioral Game Theory

Mengyu Ji

Yuhong Xu

Shih-Fen Cheng

2023/9/24

Carbon-Aware Mine Planning with a Novel Multi-objective Framework

Nurul Asyikeen Binte Azhar

Aldy Gunawan

Shih-Fen Cheng

Erwin Leonardi

2023/9/6

The impact of ride-hail surge factors on taxi bookings

Transportation Research Part C: Emerging Technologies

Sumit Agarwal

Ben Charoenwong

Shih-Fen Cheng

Jussi Keppo

2022/3/1

Information Salience and Vehicle Idling Behavior: Evidence from Taxis in Singapore

Sumit Agarwal

Shih-Fen Cheng

Jussi Keppo

Long Wang

Zoe Yang

2022

Choice-Based Crowdshipping: A Dynamic Task Display Problem

Available at SSRN 4217416

Alp Arslan

Firat Kilci

Shih-Fen Cheng

Archan Misra

2022

Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models

Changyu Chen

Avinandan Bose

Shih-Fen Cheng

Arunesh Sinha

2022

Information Provision and Labor Efficiency: Evidence from Taxis in Singapore

Available at SSRN 4234268

Sumit Agarwal

Shih-Fen Cheng

Jussi Keppo

Long Wang

Zoe Yang

2022/9/30

A carbon-aware planning framework for production scheduling in mining

Nurul Asyikeen Binte Azhar

Aldy Gunawan

Shih-Fen Cheng

Erwin Leonardi

2022/9/14

A Lagrangian Column Generation Approach for the Probabilistic Crowdsourced Logistics Planning

Chung-Kyun Han

Shih-Fen Cheng

2021/8/23

Automated Taxi Queue Management at High-Demand Venues

Mengyu Ji

Shih-Fen Cheng

2021/8/23

Adaptive operating hours for improved performance of taxi fleets

Rajiv Ranjan Kumar

Pradeep Varakantham

Shih-Fen Cheng

2021

Gender Wage Gap for Singaporean Taxi Drivers: Are Women Strategic Workers?

Available at SSRN 3996148

Sumit Agarwal

Shih-Fen Cheng

Tien Foo Sing

Mahanaaz Sultana

2021/12/29

An exact single-agent task selection algorithm for the crowdsourced logistics

Chung-Kyun Han

Shih-Fen Cheng

2020

Institutional Knowledge at Singapore Management Universit y

Joseph Baladi

See List of Professors in Shih-Fen Cheng University(Singapore Management University)

Co-Authors

H-index: 73
Michael Wellman

Michael Wellman

University of Michigan

H-index: 65
Geoff Gordon

Geoff Gordon

Carnegie Mellon University

H-index: 61
Sumit Agarwal

Sumit Agarwal

National University of Singapore

H-index: 54
Dr Archan MISRA _

Dr Archan MISRA _

Singapore Management University

H-index: 46
Yevgeniy Vorobeychik

Yevgeniy Vorobeychik

Washington University in St. Louis

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