Shih-Fen Cheng

Orcid: 0000-0001-9398-7892

According to our database1, Shih-Fen Cheng authored at least 67 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Imitating Cost-Constrained Behaviors in Reinforcement Learning.
CoRR, 2024

2023
Designing Large-Scale Intelligent Collaborative Platform for Freight Forwarders.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Quantifying Taxi Drivers' Behaviors with Behavioral Game Theory.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Carbon-Aware Mine Planning with a Novel Multi-objective Framework.
Proceedings of the Computational Logistics - 14th International Conference, 2023

M²-CNN: A Macro-Micro Model for Taxi Demand Prediction.
Proceedings of the IEEE International Conference on Big Data, 2023

Improving Quantal Cognitive Hierarchy Model Through Iterative Population Learning.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Preference-Aware Delivery Planning for Last-Mile Logistics.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Strategic Planning for Flexible Agent Availability in Large Taxi Fleets.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
A Carbon-Aware Planning Framework for Production Scheduling in Mining.
Proceedings of the Computational Logistics - 13th International Conference, 2022

Taxi travel time based Geographically Weighted Regression Model (GWR) for modeling public housing prices in Singapore.
Proceedings of the 29th International Conference on Geoinformatics, 2022

Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Automated Taxi Queue Management at High-Demand Venues.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

A Lagrangian Column Generation Approach for the Probabilistic Crowdsourced Logistics Planning.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Adaptive Operating Hours for Improved Performance of Taxi Fleets.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020
An Exact Single-Agent Task Selection Algorithm for the Crowdsourced Logistics.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

PokeME: Applying Context-Driven Notifications to Increase Worker Engagement in Mobile Crowd-sourcing.
Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

2019
A State Aggregation Approach for Stochastic Multiperiod Last-Mile Ride-Sharing Problems.
Transp. Sci., 2019

A Homophily-Free Community Detection Framework for Trajectories with Delayed Responses.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Scalable Urban Mobile Crowdsourcing: Handling Uncertainty in Worker Movement.
ACM Trans. Intell. Syst. Technol., 2018

Obfuscation At-Source: Privacy in Context-Aware Mobile Crowd-Sourcing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Mobility-Driven BLE Transmit-Power Adaptation for Participatory Data Muling.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

A Driver Guidance System for Taxis in Singapore.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Taxis Strike Back: A Field Trial of the Driver Guidance System.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Upping the Game of Taxi Driving in the Age of Uber.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Exact and heuristic approaches for the multi-agent orienteering problem with capacity constraints.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Privacy in context-aware mobile crowdsourcing systems.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

2016
Achieving Economic and Environmental Sustainabilities in Urban Consolidation Center With Bicriteria Auction.
IEEE Trans Autom. Sci. Eng., 2016

Managing egress of crowd during infrastructure disruption.
Proceedings of the Winter Simulation Conference, 2016

An agent-based approach to human migration movement.
Proceedings of the Winter Simulation Conference, 2016

TASKer: behavioral insights via campus-based experimental mobile crowd-sourcing.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Campus-Scale Mobile Crowd-Tasking: Deployment & Behavioral Insights.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Building crowd movement model using sample-based mobility survey.
Proceedings of the 2015 Winter Simulation Conference, 2015

Learning and Controlling Network Diffusion in Dependent Cascade Models.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Density Peaks Clustering Approach for Discovering Demand Hot Spots in City-scale Taxi Fleet Dataset.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Designing Bus Transit Services for Routine Crowd Situations at Large Event Venues.
Proceedings of the Computational Logistics - 6th International Conference, 2015

Multi-Agent Task Assignment for Mobile Crowdsourcing under Trajectory Uncertainties.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
Multi-agent orienteering problem with time-dependent capacity constraints.
Web Intell. Agent Syst., 2014

TRACCS: A Framework for Trajectory-Aware Coordinated Urban Crowd-Sourcing.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Mechanisms for arranging ride sharing and fare splitting for last-mile travel demands.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
An agent-based simulation approach to experience management in theme parks.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

A Multi-Objective Memetic Algorithm for Vehicle Resource Allocation in Sustainable Transportation Planning.
Proceedings of the IJCAI 2013, 2013

Budgeted Personalized Incentive Approaches for Smoothing Congestion in Resource Networks.
Proceedings of the Algorithmic Decision Theory - Third International Conference, 2013

2012
Robust distributed scheduling via time-period aggregation.
Web Intell. Agent Syst., 2012

Uncertain Congestion Games with Assorted Human Agent Populations.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Knowledge-Driven Autonomous Commodity Trading Advisor.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

A Mechanism for Organizing Last-Mile Service Using Non-dedicated Fleet.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Lagrangian relaxation for large-scale multi-agent planning.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Decision Support for Agent Populations in Uncertain and Congested Environments.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Niche-seeking in influence maximization with adversary.
Proceedings of the Fourteenth International Conference on Electronic Commerce, 2012

2011
TaxiSim: A Multiagent Simulation Platform for Evaluating Taxi Fleet Operations.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Decentralized decision support for an agent population in dynamic and uncertain domains.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Event Study Approach for Validating Agent-Based Trading Simulations.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

2009
A service choice model for optimizing taxi service delivery.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

An Agent-based Commodity Trading Simulation.
Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009

An agent-based commodity trading simulation.
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008
Distributing Complementary Resources across Multiple Periods with Stochastic Demand: Hedging via Time Frame Aggregation.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

2007
Iterated Weaker-than-Weak Dominance.
Proceedings of the IJCAI 2007, 2007

Multi-Period Combinatorial Auction Mechanism for Distributed Resource Allocation and Scheduling.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

Designing the Market Game for a Commodity Trading Simulation.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

2006
Game-theoretic approaches for complex systems optimization.
PhD thesis, 2006

CoSIGN: A Parallel Algorithm for Coordinated Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst., 2006

2005
Walverine: a Walrasian trading agent.
Decis. Support Syst., 2005

Approximate Strategic Reasoning through Hierarchical Reduction of Large Symmetric Games.
Proceedings of the Proceedings, 2005

2003
Trading Agents Competing: Performance, Progress, and Market Effectiveness.
IEEE Intell. Syst., 2003

Market-Based Resource Allocation for Information-Collection Scenarios.
Proceedings of the Multi-Agent for Mass User Support, International Workshop, 2003


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