The Acquisition, Analysis and Evaluation of Imprecise Requirements for Knowledge-Based Systems. - John Yen; Xiaoqing Frank Liu; Swee Hor Teh (AAAI, 1994)

An Analytic Framework for Specifying and Analyzing Imprecise Requirements. - Xiaoqing Frank Liu; John Yen (ICSE, 1996)

A Formal Approach to the Analysis of Priorities of Imprecise Conflicting Requirements. - John Yen; Xiaoqing Frank Liu (Int. J. Artif. Intell. Tools, 1996)

High-order Object Model Based Software Analysis. - Xiaoqing Frank Liu; Hungwen Lin (COMPSAC, 1997)

Feature-Based Representation and Indexing of Axisymmetric Parts in Machining Process Planning using Case-Based Reasoning. - Wen F. Lu; Xiaoqing Frank Liu; Hsin-Chi Chang; Lijun Dong (ICTAI, 1997)

A quantitative approach for assessing the priorities of software quality requirements. - Xiaoqing Frank Liu (J. Syst. Softw., 1998)

Reuse Machining Knowledge for Generating Process Plans or Axisymmetric Parts Based in Case-Based Reasoning. - Hsin-Chi Chang; Wen F. Lu; Xiaoqing Frank Liu (Appl. Artif. Intell., 2000)

Indexing and retrieval in machining process planning using case-based reasoning. - Hsin-Chi Chang; Lijun Dong; Xiaoqing Frank Liu; Wen F. Lu (Artif. Intell. Eng., 2000)

High order object-oriented modeling technique for structured object-oriented analysis. - Xiaoqing Frank Liu; Lijun Dong; Hungwen Lin (ACIS Int. J. Comput. Inf. Sci., 2001)

Requirement Acquisition, Analysis, and Synthesis in Quality Function Deployment. - Xiaoqing Frank Liu; Kunio Noguchi; Weihua Zhou (Concurr. Eng. Res. Appl., 2001)

Machining Process Planning of Prismatic Parts Using Case-Based Reasoning and Past Process Knowledge. - Hsin-Chi Chang; Wen F. Lu; Xiaoqing Frank Liu (Appl. Artif. Intell., 2002)

A computational argumentation methodology for capturing and analyzing design rationale arising from multiple perspectives. - Scott Sigman; Xiaoqing Frank Liu (Inf. Softw. Technol., 2003)

Priority Assessment of Software Requirements from Multiple Perspectives. - Xiaoqing Frank Liu; Chandra Sekhar Veera; Yan Sun 008; Kunio Noguchi; Yuji Kyoya (COMPSAC, 2004)

Hardware/software co-design for power system test development. - Austin Armbruster; Matt Ryan; Xiaoqing Frank Liu; Ying Cheng; Bruce M. McMillin (WISER, 2004)

Collaborative Global Software Development and Education. - Xiaoqing Frank Liu (COMPSAC (1), 2005)

Structured Object-Oriented Co-Analysis/Co-Design of Hardware/Software for the FACTS Power System. - Matt Ryan; Sojan Markose; Xiaoqing Frank Liu; Ying Cheng (COMPSAC (1), 2005)

QFD application in software process management and improvement based on CMM. - Xiaoqing Frank Liu; Yan Sun 008; Gautam Kane; Yuji Kyoya; Kunio Noguchi (ACM SIGSOFT Softw. Eng. Notes, 2005)

An Instance-Based Structured Object Oriented Method for Co-analysis/Co-design of Concurrent Embedded Systems. - Matt Ryan; Sule Simsek; Xiaoqing Frank Liu; Bruce M. McMillin; Ying Cheng (COMPSAC (1), 2006)

A Methodology for Structured Object-Oriented Elicitation and Analysis of Temporal Constraints in Hardware/Software Co-analysis and Co-design of Real-Time Systems. - Yan Sun 008; Xiaoqing Frank Liu; Bruce M. McMillin (COMPSAC (1), 2006)

An Internet Based Intelligent Argumentation System for Collaborative Engineering Design. - Xiaoqing Frank Liu; Samir Raorane; Man Zheng; Ming C. Leu (CTS, 2006)

An intelligent early warning system for software quality improvement and project management. - Xiaoqing Frank Liu; Gautam Kane; Monu Bambroo (J. Syst. Softw., 2006)

Priority assessment of software process requirements from multiple perspectives. - Xiaoqing Frank Liu; Yan Sun 008; Chandra Sekhar Veera; Yuji Kyoya; Kunio Noguchi (J. Syst. Softw., 2006)

Business-oriented software process improvement based on CMM using QFD. - Xiaoqing Frank Liu; Yan Sun 008; Gautam Kane; Yuji Kyoya; Kunio Noguchi (Softw. Process. Improv. Pract., 2006)

A quantitative approach for setting technical targets based on impact analysis in software quality function deployment (SQFD). - Xiaoqing Frank Liu; Kunio Noguchi; Anuj Dhungana; V. V. N. S. N. Srirangam A.; Praveen Inuganti (Softw. Qual. J., 2006)

Analysis of Conflicts among Non-Functional Requirements Using Integrated Analysis of Functional and Non-Functional Requirements. - Vishal Sadana; Xiaoqing Frank Liu (COMPSAC (1), 2007)

Risk Assessment in Early Software Design Based on the Software Function-Failure Design Method. - Jayson P. Vucovich; Robert B. Stone; Xiaoqing Frank Liu; Irem Y. Tumer (COMPSAC (1), 2007)

Management of an intelligent argumentation network for a web-based collaborative engineering design environment. - Xiaoqing Frank Liu; Man Zheng; Ganesh K. Venayagamoorthy; Ming C. Leu (CTS, 2007)

Specification of Non-functional Requirements for Contract Specification in the NGOSS Framework for Quality Management and Product Evaluation. - Xiaoqing (Frank) Liu; Manooch Azmoodeh; Nektarios Georgalas (WoSQ@ICSE, 2007)

Verifying Noninterference in a Cyber-Physical System The Advanced Electric Power Grid. - Yan Sun 008; Bruce M. McMillin; Xiaoqing Frank Liu; David A. Cape (QSIC, 2007)

Incorporation of evidences into an intelligent computational argumentation network for a web-based collaborative engineering design system. - Xiaoqing Frank Liu; Ekta Khudkhudia; Ming C. Leu (CTS, 2008)

A Systematic Framework for Structured Object-Oriented Security Requirements Analysis in Embedded Systems. - Sojan Markose; Xiaoqing Frank Liu; Bruce M. McMillin (EUC (1), 2008)

Contribution based priority assessment in a web-based intelligent argumentation network for collaborative software development. - Xiaoqing Frank Liu; Maithili Satyavolu; Ming C. Leu (CTS, 2009)

A Hierarchical Object-oriented Functional Modeling Framework for Co-Design of Mechatronic Products. - Jen-Chi Wu; Ming C. Leu; Xiaoqing Frank Liu (Concurr. Eng. Res. Appl., 2009)

Target Setting for Technical Requirements in Time-Stamped Software Quality Function. - Xiaoqing Frank Liu; Praveen Inuganti; Kunio Noguchi; Yuji Kyoya (COMPSAC, 2010)

Intelligent computational argumentation for evaluating performance scores in Multi-Criteria decision making. - Xiaoqing (Frank) Liu; Rubal Wanchoo; Ravi Santosh Arvapally (CTS, 2010)

Web-Based Intelligent Computational Argumentation Based Conflict Resolution in Air Traffic Management. - Xiaoqing (Frank) Liu; Ravi Santosh Arvapally; Hojong Baik; Rubal Wanchoo (SAINT, 2010)

Business-oriented software process improvement based on CMMI using QFD. - Yan Sun 008; Xiaoqing Frank Liu (Inf. Softw. Technol., 2010)

Computer software and applications. - Xiaoqing (Frank) Liu; Carl K. Chang; Tsang Ming Jiang (J. Syst. Softw., 2010)

Technical Target Setting in QFD for Web Service Systems Using an Artificial Neural Network. - Lianzhang Zhu; Xiaoqing (Frank) Liu (IEEE Trans. Serv. Comput., 2010)

A Trustworthiness Fusion Model for Service Cloud Platform Based on D-S Evidence Theory. - Rong Hu; Jianxun Liu 001; Xiaoqing Frank Liu (CCGRID, 2011)

Empirical study of an intelligent argumentation system in MCDM. - Xiaoqing (Frank) Liu; Rubal Wanchoo; Ravi Santosh Arvapally (CTS, 2011)

Personalized Searching for Web Service Using User Interests. - Rong Hu; Wanchun Dou; Xiaoqing Frank Liu; Jianxun Liu 001 (DASC, 2011)

WSRank: A Method for Web Service Ranking in Cloud Environment. - Rong Hu; Wanchun Dou; Xiaoqing Frank Liu; Jianxun Liu 001 (DASC, 2011)

An Effective Web Service Recommendation Method Based on Personalized Collaborative Filtering. - Yechun Jiang; Jianxun Liu 001; Mingdong Tang; Xiaoqing (Frank) Liu (ICWS, 2011)

Web Service Selection for Resolving Conflicting Service Requests. - Guosheng Kang; Jianxun Liu 001; Mingdong Tang; Xiaoqing (Frank) Liu; Kenneth K. Fletcher (ICWS, 2011)

Security Requirements Analysis, Specification, Prioritization and Policy Development in Cyber-Physical Systems. - Kenneth K. Fletcher; Xiaoqing (Frank) Liu (SSIRI (Companion), 2011)

An Efficient Search Strategy for Service Provider Selection in Complex Social Networks. - Yu Xu; Jianxun Liu 001; Mingdong Tang; Buqing Cao; Xiaoqing (Frank) Liu (IEEE SCC, 2012)

Conflict detection and resolution for product line design in a collaborative decision making environment. - Xiaoqing (Frank) Liu; Eric Christopher Barnes; Juha Erik Savolainen (CSCW, 2012)

Identification of faction groups and leaders in Web-based intelligent argumentation system for collaborative decision support. - Ravi Santosh Arvapally; Xiaoqing (Frank) Liu; Wei Jiang 026 (CTS, 2012)

AWSR: Active Web Service Recommendation Based on Usage History. - Guosheng Kang; Jianxun Liu 001; Mingdong Tang; Xiaoqing (Frank) Liu; Buqing Cao; Yu Xu (ICWS, 2012)

Location-Aware Collaborative Filtering for QoS-Based Service Recommendation. - Mingdong Tang; Yechun Jiang; Jianxun Liu 001; Xiaoqing (Frank) Liu (ICWS, 2012)

Integrated function structure and object-oriented design framework. - J. C. Wu; K. Poppa; Ming C. Leu; Xiaoqing Frank Liu (Comput. Ind., 2012)

Trust-Aware Service Recommendation via Exploiting Social Networks. - Mingdong Tang; Yu Xu; Jianxun Liu 001; Zibin Zheng; Xiaoqing (Frank) Liu (IEEE SCC, 2013)

Fuzzy c-Means Clustering Based Polarization Assessment in Intelligent Argumentation System for Collaborative Decision Support. - Ravi Santosh Arvapally; Xiaoqing (Frank) Liu; Donald C. Wunsch II (COMPSAC, 2013)

CASAT-HOOMT: Computer Aided Software Analysis Tool Based on High Order Object-Oriented Modeling Technique. - Fan Zhang; Jinwu Wang; Xiaoqing (Frank) Liu; Buqing Cao; Mingdong Tang (COMPSAC, 2013)

Collective assessment of arguments in an online intelligent argumentation system for collaborative decision support. - Ravi Santosh Arvapally; Xiaoqing (Frank) Liu (CTS, 2013)

An Efficient Trust Propagation Scheme for Predicting Trustworthiness of Service Providers in Service-Oriented Social Networks. - Yu Xu; Jianxun Liu 001; Mingdong Tang; Xiaoqing (Frank) Liu (ICWS, 2013)

Integrating Functional with Non-functional Requirements Analysis In Object Oriented Modeling Tool Based on HOOMT (S). - Jinwu Wang; Fan Zhang; Xiaoqing (Frank) Liu; Eric Christopher Barnes; Buqing Cao; Mingdong Tang (SEKE, 2013)

Polarisation assessment in an intelligent argumentation system using fuzzy clustering algorithm for collaborative decision support. - Ravi Santosh Arvapally; Xiaoqing (Frank) Liu (Argument Comput., 2013)

Collaborative Air Traffic Decision Support Based on Web-based Intelligent Argumentation. - Ravi Santosh Arvapally; Xiaoqing (Frank) Liu; Hojong Baik (J. Inf. Process., 2013)

Wii remote-based low-cost motion capture for automated assembly simulation. - Wenjuan Zhu; Anup M. Vader; Abhinav Chadda; Ming C. Leu; Xiaoqing Frank Liu; Jonathan Blake Vance (Virtual Real., 2013)

Aggregating Ranked Services for Selection. - Kenneth K. Fletcher; Xiaoqing (Frank) Liu; Maggie X. Cheng (IEEE SCC, 2014)

Combining Global and Local Trust for Service Recommendation. - Mingdong Tang; Yu Xu; Jianxun Liu 001; Zibin Zheng; Xiaoqing Frank Liu (ICWS, 2014)

Text-Based Clustering and Analysis of Intelligent Argumentation Data. - Eric Christopher Barnes; Xiaoqing Frank Liu (SEKE, 2014)

Software Architecture Rationale Capture through Intelligent Argumentation. - Xiaoqing Frank Liu; Nagaprashanth Chanda; Eric Christopher Barnes (SEKE, 2014)

Effective Mashup Service Clustering Method by Exploiting LDA Topic Model from Multiple Data Sources. - Buqing Cao; Xiaoqing Frank Liu; Jianxun Liu 001; Mingdong Tang (APSCC, 2015)

Intelligent analysis of software architecture rationale for collaborative software design. - Nagaprashanth Chanda; Xiaoqing Frank Liu (CTS, 2015)

A Collaborative Filtering Method for Personalized Preference-Based Service Recommendation. - Kenneth K. Fletcher; Xiaoqing Frank Liu (ICWS, 2015)

Personal Preference and Trade-Off Based Additive Manufacturing Web Service Selection. - Venkata P. Modekurthy; Kenneth K. Fletcher; Xiaoqing Frank Liu; Ming C. Leu (ICWS, 2015)

Elastic Personalized Nonfunctional Attribute Preference and Trade-off Based Service Selection. - Kenneth K. Fletcher; Xiaoqing Frank Liu; Mingdong Tang (ACM Trans. Web, 2015)

Computer-automated ergonomic analysis based on motion capture and assembly simulation. - Sajeev C. Puthenveetil; Chinmay P. Daphalapurkar; Wenjuan Zhu; Ming C. Leu; Xiaoqing Frank Liu; Julie K. Gilpin-Mcminn; Scott D. Snodgrass (Virtual Real., 2015)

Using Relational Topic Model and Factorization Machines to Recommend Web APIs for Mashup Creation. - Buqing Cao; Min Shi 001; Xiaoqing (Frank) Liu; Jianxun Liu 001; Mingdong Tang (APSCC, 2016)

Mashup Service Clustering Based on an Integration of Service Content and Network via Exploiting a Two-Level Topic Model. - Buqing Cao; Xiaoqing Frank Liu; Bing Li 010; Jianxun Liu 001; Mingdong Tang; Tingting Zhang; Min Shi 001 (ICWS, 2016)

Diversifying Web Service Recommendation Results via Exploring Service Usage History. - Guosheng Kang; Mingdong Tang; Jianxun Liu 001; Xiaoqing Frank Liu; Buqing Cao (IEEE Trans. Serv. Comput., 2016)

Location-Aware and Personalized Collaborative Filtering for Web Service Recommendation. - Jianxun Liu 001; Mingdong Tang; Zibin Zheng; Xiaoqing Frank Liu; Saixia Lyu (IEEE Trans. Serv. Comput., 2016)

Integrating Tag, Topic, Co-Occurrence, and Popularity to Recommend Web APIs for Mashup Creation. - Hongchao Li; Jianxun Liu 001; Buqing Cao; Mingdong Tang; Xiaoqing Frank Liu; Bing Li 010 (SCC, 2017)

Web API Recommendation for Mashup Development Using Matrix Factorization on Integrated Content and Network-Based Service Clustering. - Md Mahfuzer Rahman; Xiaoqing Frank Liu; Buqing Cao (SCC, 2017)

MTComm: A Semantic Ontology Based Internet Scale Communication Method of Manufacturing Services in a Cyber-Physical Manufacturing Cloud. - S. M. Nahian Al Sunny; Xiaoqing Frank Liu; Md Rakib Shahriar (ICIOT, 2017)

Real-time communication for manufacturing cyber-physical systems. - Ngoc-Tu Nguyen 002; Ming C. Leu; Xiaoqing Frank Liu (NCA, 2017)

Domain-aware Mashup service clustering based on LDA topic model from multiple data sources. - Buqing Cao; Xiaoqing (Frank) Liu; Jianxun Liu 001; Mingdong Tang (Inf. Softw. Technol., 2017)

Remote Monitoring and Online Testing of Machine Tools for Fault Diagnosis and Maintenance Using MTComm in a Cyber-Physical Manufacturing Cloud. - S. M. Nahian Al Sunny; Xiaoqing Frank Liu; Md Rakib Shahriar (IEEE CLOUD, 2018)

MTComm Based Virtualization and Integration of Physical Machine Operations with Digital-Twins in Cyber-Physical Manufacturing Cloud. - Md Rakib Shahriar; S. M. Nahian Al Sunny; Xiaoqing (Frank) Liu; Ming C. Leu; Liwen Hu 003; Ngoc-Tu Nguyen 002 (CSCloud/EdgeCom, 2018)

RTEthernet: Real-time communication for manufacturing cyberphysical systems. - Ngoc-Tu Nguyen 002; Ming C. Leu; Xiaoqing Frank Liu (Trans. Emerg. Telecommun. Technol., 2018)

Communication method for manufacturing services in a cyber-physical manufacturing cloud. - S. M. Nahian Al Sunny; Xiaoqing Frank Liu; Md Rakib Shahriar (Int. J. Comput. Integr. Manuf., 2018)

Web service discovery based on goal-oriented query expansion. - Neng Zhang 001; Jian Wang 018; Yutao Ma; Keqing He 002; Zheng Li; Xiaoqing (Frank) Liu (J. Syst. Softw., 2018)

Design of Mobile Service of Intelligent Large-Scale Cyber Argumentation for Analysis and Prediction of Collective Opinions. - Najla Althuniyan; Joseph Winstead Sirrianni; Md Mahfuzer Rahman; Xiaoqing (Frank) Liu (AIMS, 2019)

An Integrated IoT Enabled On-Demand Grocery Shopping and Delivery Cloud System Using MTComm at the Edge. - S. M. Nahian Al Sunny; Xiaoqing Frank Liu; Md Rakib Shahriar (EDGE, 2019)

Integrated Topic Modeling and User Interaction Enhanced WebAPI Recommendation using Regularized Matrix Factorization for Mashup Application Development. - Md Mahfuzer Rahman; Xiaoqing Frank Liu (SCC, 2020)

OpenDT: A Reference Framework for Service Publication and Discovery using Remote Programmable Digital Twins. - Md Rakib Shahriar; Xiaoqing Frank Liu; Md Mahfuzer Rahman; S. M. Nahian Al Sunny (SCC, 2020)

Development and optimization of an MTConnect based edge computing node for remote monitoring in cyber manufacturing systems. - S. M. Nahian Al Sunny; Xiaoqing Frank Liu; Md Rakib Shahriar (ICFC, 2020)

Integrated Content and Network-Based Service Clustering and Web APIs Recommendation for Mashup Development. - Buqing Cao; Xiaoqing Frank Liu; Md Mahfuzer Rahman; Bing Li 010; Jianxun Liu 001; Mingdong Tang (IEEE Trans. Serv. Comput., 2020)

Toward Mobile Application of Cyber Argumentation with Social Networking. - Bhargav Krishna Thota; Xiaoqing Frank Liu; Md Mahfuzer Rahman (SCC, 2021)

Identifying outlier opinions in an online intelligent argumentation system. - Ravi Santosh Arvapally; Xiaoqing Frank Liu; Fiona Fui-Hoon Nah; Wei Jiang 026 (Concurr. Comput. Pract. Exp., 2021)

Cross-issue correlation based opinion prediction in cyber argumentation. - Md Mahfuzer Rahman; Xiaoqing Frank Liu; Joseph Sirrianni; Douglas Adams 003 (Argument Comput., 2022)

Assessing Impact of Social Network on Formation of Opinions in Integrated Intelligent Argumentation with Social Network. - Bhargav Krishna Thota; Xiaoqing Frank Liu (ASONAM, 2023)

Development of machine tool communication method and its edge middleware for cyber-physical manufacturing systems. - S. M. Nahian Al Sunny; Xiaoqing Frank Liu; Md Rakib Shahriar (Int. J. Comput. Integr. Manuf., 2023)

Assessing the impact of social network on the formation and evolution of collective opinion in integrated intelligent argumentation with social network. - Bhargav Krishna Thota; Xiaoqing Frank Liu (Soc. Netw. Anal. Min., 2025)