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Liu, Rong
Positions
Associate Professor
,
Information Systems and Business Analytics
,
College of Business
roliu@fiu.edu
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Scholarly & Creative Works
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Scholarly & Creative Works
selected scholarly works & creative activities
Article
2026
Concrete Achievements and Coherent Plans: Storytelling of Roadmaps in Crypto Crowdfunding
.
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT
. 73:1619-1640.
Full Text via DOI:
10.1109/TEM.2026.3654944
Web of Science:
001687318800005
2026
Token fraud identification and implications for post-crowdfunding performance
.
INFORMATION & MANAGEMENT
. 63.
Full Text via DOI:
10.1016/j.im.2025.104242
Web of Science:
001582495200001
2025
AUTOMATING IN HIGH-EXPERTISE, LOW-LABEL ENVIRONMENTS: EVIDENCE-BASED MEDICINE BY EXPERT-AUGMENTED FEW-SHOT LEARNING
.
MIS QUARTERLY
. 49:1049-1094.
Full Text via DOI:
10.25300/MISQ/2024/18573
Web of Science:
001667334500002
2025
Adaptation and learning of spatio-temporal thresholds in spiking neural networks
.
NEUROCOMPUTING
. 644.
Full Text via DOI:
10.1016/j.neucom.2025.130423
Web of Science:
001500462900005
2024
Ethical requirements in job advertisements: A deep learning approach
.
EUROPEAN MANAGEMENT REVIEW
. 21:134-149.
Full Text via DOI:
10.1111/emre.12569
Web of Science:
000956682000001
2024
Measuring employer attractiveness in diverse talent markets
.
DECISION SUPPORT SYSTEMS
. 177.
Full Text via DOI:
10.1016/j.dss.2023.114079
Web of Science:
001141629600001
2023
Tracking disclosure change trajectories for financial fraud detection
.
PRODUCTION AND OPERATIONS MANAGEMENT
. 32:584-602.
Full Text via DOI:
10.1111/poms.13888
Web of Science:
000870287500001
2022
Business Workflow Optimization Through Process Model Redesign
.
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT
. 69:3068-3084.
Full Text via DOI:
10.1109/TEM.2020.3028040
Web of Science:
000879054100048
2022
Multi-level Team Assignment in Social Business Processes: An Algorithm and Simulation Study
.
INFORMATION SYSTEMS FRONTIERS
. 24:1949-1969.
Full Text via DOI:
10.1007/s10796-021-10211-y
Web of Science:
000713103800001
2020
Predicting shareholder litigation on insider trading from financial text: An interpretable deep learning approach
.
INFORMATION & MANAGEMENT
. 57.
Full Text via DOI:
10.1016/j.im.2020.103387
Web of Science:
000636559500013
2020
Is Blockchain a Silver Bullet for Supply Chain Management? Technical Challenges and Research Opportunities
.
DECISION SCIENCES
. 51:8-37.
Full Text via DOI:
10.1111/deci.12396
Web of Science:
000515428600001
2011
Leveraging information sharing to configure supply chains
.
INFORMATION SYSTEMS FRONTIERS
. 13:139-151.
Full Text via DOI:
10.1007/s10796-009-9222-8
2010
Transforming activity-centric business process models into information-centric models for SOA solutions
.
JOURNAL OF DATABASE MANAGEMENT
. 21:14-34.
Full Text via DOI:
10.4018/jdm.2010100102
2007
A formal modeling approach for supply chain event management
.
DECISION SUPPORT SYSTEMS
. 43:761-778.
Full Text via DOI:
10.1016/j.dss.2006.12.009
Book Chapter
2015
Service delivery resource management using a socially enhanced resource model
. 148-177.
Full Text via DOI:
10.4018/978-1-4666-8496-6.ch006
2013
Sustained competitive advantage using business entities (SCUBE): A practical approach for business agility
. 11-18.
Full Text via DOI:
10.1007/978-3-7908-2789-7_2
2012
Sustained competitive advantage using business entities (SCUBE): A practical approach for business agility
. 11-18.
Full Text via DOI:
10.1007/978-3-7908-2789-7_2
Conference
2025
An MFCC and Attention Mechanism-Based CNN Model for Fault Detection in Acoustic or Vibration Time-Series Data
. 121-130.
Full Text via DOI:
10.1007/978-981-96-2208-5_12
Web of Science:
001471581000012
2025
MorNet: Asymmetric UNet-like Network with Morphological Opening and Closing for Image Segmentation
. 232-246.
Full Text via DOI:
10.1007/978-981-96-0777-8_17
Web of Science:
001523757800017
2024
FINMEM: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
. 595-597.
Full Text via DOI:
10.1609/aaaiss.v3i1.31290
2024
FINCON: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
2023
Predicting Employee Occupation Mobility: A Theory-Drive Deep Learning Approach
2023
Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks
2020
Automatically and Adaptively Identifying Severe Alerts for Online Service Systems
.
2011 PROCEEDINGS IEEE INFOCOM
. 2420-2429.
Full Text via DOI:
10.1109/infocom41043.2020.9155219
Web of Science:
000620945800245
2020
Fairness of Classification Using Users' Social Relationships in Online Peer-To-Peer Lending
. 733-742.
Full Text via DOI:
10.1145/3366424.3383557
Web of Science:
000697995500166
2019
CoFlux: Robustly Correlating KPIs by Fluctuations for Service Troubleshooting
Full Text via DOI:
10.1145/3326285.3329048
Web of Science:
000709368800013
2019
Label-Less: A Semi-Automatic Labelling Tool for KPI Anomalies
.
2011 PROCEEDINGS IEEE INFOCOM
. 1882-1890.
Full Text via DOI:
10.1109/infocom.2019.8737429
Web of Science:
000480426400210
2019
Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
. 2828-2837.
Full Text via DOI:
10.1145/3292500.3330672
Web of Science:
000485562502091
2018
Data-Driven Job Capability Profiling
.
DISTRIBUTED COMPUTING (DISC 2014)
. 187-192.
Full Text via DOI:
10.1007/978-3-319-93846-2_34
Web of Science:
000877310400034
2018
Robust and Rapid Clustering of KPIs for Large-Scale Anomaly Detection
Web of Science:
000461354300046
2017
4C: Continuous cognitive career companions
.
DISTRIBUTED COMPUTING (DISC 2014)
. 623-629.
Full Text via DOI:
10.1007/978-3-319-61425-0_78
2016
An unsupervised collaborative approach to identifying home and work locations
. 310-317.
Full Text via DOI:
10.1109/MDM.2016.53
2015
Impact of socio-technical network on process performance
. 243-252.
Full Text via DOI:
10.4108/icst.collaboratecom.2014257288
2014
Big Data architecture for IT incident management
. 424-429.
Full Text via DOI:
10.1109/SOLI.2014.6960762
2014
Incident ticket analytics for IT application management services
. 568-574.
Full Text via DOI:
10.1109/SCC.2014.80
2013
Application management services analytics
. 366-371.
Full Text via DOI:
10.1109/SOLI.2013.6611442
2013
Accelerating collaboration in task assignment using a socially enhanced resource model
.
DISTRIBUTED COMPUTING (DISC 2014)
. 251-258.
Full Text via DOI:
10.1007/978-3-642-40176-3_21
2012
A two-tier data-centric framework for flexible business process management
. 1931-1942.
2012
Disentangling the value of information and analytics through componentized business architecture
. 4250-4259.
Full Text via DOI:
10.1109/HICSS.2012.686
2012
IT incident management by analyzing incident relations
.
DISTRIBUTED COMPUTING (DISC 2014)
. 631-638.
Full Text via DOI:
10.1007/978-3-642-34321-6_49
2011
Uniform modeling of resources and business processes using business entities
. 693-700.
Full Text via DOI:
10.1109/SCC.2011.45
2011
Business artifact-centric modeling for real-time performance monitoring
.
DISTRIBUTED COMPUTING (DISC 2014)
. 265-280.
Full Text via DOI:
10.1007/978-3-642-23059-2_21
2011
Operational innovation: From principles to methodology
. 29-36.
Full Text via DOI:
10.1007/978-3-7908-2632-6_4
2011
Towards a method for realizing sustained competitive advantage through business entity analysis
. 216-230.
Full Text via DOI:
10.1007/978-3-642-21759-3_16
2010
Integrated modeling of performance monitoring with business artifacts
. 64-71.
Full Text via DOI:
10.1109/ICEBE.2010.63
2010
Creating a minimal adapter for multiple business process composition
2010
On predicting impacts of customizations to standard business processes
.
DISTRIBUTED COMPUTING (DISC 2014)
. 557-562.
Full Text via DOI:
10.1007/978-3-642-17358-5_39
2009
Business entities: An SOA approach to progressive core banking renovation
. 466-473.
Full Text via DOI:
10.1109/SCC.2009.80
2008
A RESTful architecture for service-oriented business process execution
. 197-204.
Full Text via DOI:
10.1109/ICEBE.2008.82
2008
On the duality of information-centric and activity-centric models of business processes
.
DISTRIBUTED COMPUTING (DISC 2014)
. 32-47.
Full Text via DOI:
10.1007/978-3-540-69534-9_3
2008
A rule-based framework using role patterns for business process compliance
.
DISTRIBUTED COMPUTING (DISC 2014)
. 58-72.
Full Text via DOI:
10.1007/978-3-540-88808-6_9
2007
Artifact-based modeling approach for business processes management
. 65-74.
2007
Modeling business contexture and behavior using business artifacts
.
DISTRIBUTED COMPUTING (DISC 2014)
. 324-339.
Full Text via DOI:
10.1007/978-3-540-72988-4_23
2007
Towards formal analysis of artifact-centric business process models
.
DISTRIBUTED COMPUTING (DISC 2014)
. 288-304.
Full Text via DOI:
10.1007/978-3-540-75183-0_21
2006
Managing supply chain events to build senseand- respond capability
. 117-134.
2006
Simulation results for supply chain configurations based on information sharing
.
2015 WINTER SIMULATION CONFERENCE (WSC)
. 627-635.
Full Text via DOI:
10.1109/WSC.2006.323139
2005
An analysis and taxonomy of unstructured workflows
.
DISTRIBUTED COMPUTING (DISC 2014)
. 268-284.
Full Text via DOI:
10.1007/11538394_18
Other Scholarly Work
2023
Appreciation to Referees, 2023
. 302-303.
Full Text via DOI:
10.1287/SERV.2023.APPREV.V15.N4
Preprint
2023
Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks
Full Text via DOI:
10.48550/arxiv.2310.02568
Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks
Full Text via DOI:
10.2139/ssrn.4599470
Contact
full name
Rong
Liu
Identifiers
ORCID iD
https://orcid.org/0000-0001-7176-1999
(confirmed)
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