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ORCIDNianjun Zhou
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2020 – today
- 2024
[i2]Tianyu Wang, Nianjun Zhou, Zhixiong Chen:
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation. CoRR abs/2407.05437 (2024)- [i1]Nianjun Zhou, Dhaval Patel, Shuxin Lin, Fearghal O'Donncha:
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM. CoRR abs/2407.18992 (2024) - 2023
- [j7]Victoria Kusherbaeva
, Nianjun Zhou:
Multiobjective Data-Driven Production Optimization With a Feedback Mechanism. IEEE Trans. Ind. Informatics 19(4): 5456-5464 (2023) - 2022
- [j6]Jayant Kalagnanam, Dzung T. Phan, Pavankumar Murali, Lam M. Nguyen, Nianjun Zhou, Dharmashankar Subramanian, Raju Pavuluri, Xiang Ma, Crystal Lui, Giovane Cesar Da Silva:
AI-Based Real-Time Site-Wide Optimization for Process Manufacturing. INFORMS J. Appl. Anal. 52(4): 363-378 (2022) - 2021
- [j5]Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty:
DQDF: Data-Quality-Aware Dataframes. Proc. VLDB Endow. 15(4): 949-957 (2021) - [c39]Victoria Kusherbaeva, Nianjun Zhou, Dharmashankar Subramanian:
Interpretable Multi-Step Production Optimization Utilizing IoT Sensor Data. WF-IoT 2021: 118-123 - 2020
- [c38]Matthew Casey, Nianjun Zhou:
Analysis of Viability of TCGA and GTEx Gene Expression for Gleason Grade Identification. AIME 2020: 475-485 - [c37]Jonathan Zhou, Baldwin Chen, Nianjun Zhou:
Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches. BigData 2020: 206-219 - [c36]Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Jayant Kalagnanam:
Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0. IEEE BigData 2020: 1614-1623 - [c35]Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam:
FLOps: On Learning Important Time Series Features for Real-Valued Prediction. IEEE BigData 2020: 1624-1633 - [c34]Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty:
DQLearn : A Toolkit for Structured Data Quality Learning. IEEE BigData 2020: 1644-1653 - [c33]Nianjun Zhou, Dhaval Patel, Arun Iyengar, Shrey Shrivastava, Anuradha Bhamidipaty:
A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package. IEEE BigData 2020: 1764-1773 - [c32]Arun Iyengar, Dhaval Patel, Shrey Shrivastava, Nianjun Zhou, Anuradha Bhamidipaty:
Real-Time Data Quality Analysis. CogMI 2020: 101-108
2010 – 2019
- 2019
- [c31]Matthew Casey, Baldwin Chen, Jonathan Zhou, Nianjun Zhou:
A Machine Learning Approach to Prostate Cancer Risk Classification Through Use of RNA Sequencing Data. BigData 2019: 65-79 - [c30]Dharmashankar Subramanian, Pavankumar Murali, Nianjun Zhou, Xiang Ma, Giovane Cesar Da Silva, Raju Pavuluri, Jayant Kalagnanam:
A Prediction-Optimization Framework for Site-Wide Process Optimization. ICIOT 2019: 125-132 - 2016
- [j4]Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao:
Towards a problem-value-constraint framework for maximising business value through minimising under design and over design. Int. J. Serv. Technol. Manag. 22(1/2): 120-141 (2016) - [c29]Nianjun Zhou, Wesley M. Gifford, Junchi Yan, Hongfei Li:
End-to-End Solution with Clustering Method for Attrition Analysis. SCC 2016: 363-370 - 2015
- [c28]Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Nanjangud C. Narendra, Bo Hu:
Everything as a Service (XaaS) on the Cloud: Origins, Current and Future Trends. CLOUD 2015: 621-628 - [c27]Nianjun Zhou, Ajay Mohindra:
Causality-Driven Performance Monitoring and Scaling Automation for Managed Solutions. SCC 2015: 467-474 - [c26]Rohit Ranchal, Ajay Mohindra, Nianjun Zhou, Shubir Kapoor, Bharat K. Bhargava:
Hierarchical Aggregation of Consumer Ratings for Service Ecosystem. ICWS 2015: 575-582 - [c25]Yucong Duan, Chengxiang Ren, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao:
A Problem-Value-Constraint Framework for Minimizing Under Design and Over Design in Web Service Based System Development. ICSS 2015: 117-124 - 2014
- [c24]Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda, Gregory H. Westerwick, Carl Engel:
On the Quantification of Global Team Performance and Profitability. IEEE SCC 2014: 378-385 - [c23]Nianjun Zhou, Satya V. Nitta, Ajay Mohindra:
Causality Analysis of IT Capabilities to Achieve Maximum Business Outcomes. IEEE SCC 2014: 741-748 - [c22]Yucong Duan, Nanjangud C. Narendra, Wencai Du, Yongzhi Wang, Nianjun Zhou:
Exploring Cloud Service Brokering from an Interface Perspective. ICWS 2014: 329-336 - 2013
- [c21]Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda:
Toward a Flexible Bidding Strategy with Preference Analysis. IEEE SCC 2013: 619-626 - 2012
- [c20]Nanjangud C. Narendra, Karthikeyan Ponnalagu, Nianjun Zhou, Wesley M. Gifford:
Towards a Formal Model for Optimal Task-Site Allocation and Effort Estimation in Global Software Development. SRII Global Conference 2012: 470-477 - [c19]Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda:
On the Analysis of Global Team Performance. SRII Global Conference 2012: 735-743 - 2011
- [c18]Yi-Min Chee, Nianjun Zhou, Fan Jing Meng, Saeed Bagheri, Peide Zhong:
A Pattern-Based Approach to Cloud Transformation. IEEE CLOUD 2011: 388-395 - [c17]Nianjun Zhou, Da Peng An, Liang-Jie Zhang, Chih-Hong Wong:
Leveraging Cloud Platform for Custom Application Development. IEEE SCC 2011: 584-591 - [c16]Debdoot Mukherjee, Monika Gupta, Vibha Singhal Sinha, Nianjun Zhou:
A Service Model for Development and Test Clouds. ICSOC 2011: 523-531 - 2010
- [c15]Nianjun Zhou, Liang-Jie Zhang, Yi-Min Chee, Lei Chen:
Legacy Asset Analysis and Integration in Model-Driven SOA Solution. IEEE SCC 2010: 554-561 - [c14]Liang-Jie Zhang, Vishal Dwivedi, Nianjun Zhou:
Formalizing "Traceability' for Architectural Evolutions. APSCC 2010: 285-292
2000 – 2009
- 2009
- [j3]Nianjun Zhou, Alhussein A. Abouzeid:
Information theoretic analysis of proactive routing overhead in mobile ad hoc networks. IEEE Trans. Inf. Theory 55(10): 4608-4625 (2009) - [c13]Qian Ma, Nianjun Zhou, Yanfeng Zhu, Hao Wang:
Evaluating Service Identification with Design Metrics on Business Process Decomposition. IEEE SCC 2009: 160-167 - [c12]Nianjun Zhou, Qian Ma, Krishna Ratakonda:
Quantitative Modeling of Communication Cost for Global Service Delivery. IEEE SCC 2009: 388-395 - [c11]Nianjun Zhou, Liang-Jie Zhang:
Analytic Architecture Assessment in SOA Solution Design and its Engineering Application. ICWS 2009: 807-814 - [c10]Liang-Jie Zhang, Zhi-Hong Mao, Nianjun Zhou:
Design Quality Analytics of Traceability Enablement in Service-Oriented Solution Design Environment. ICWS 2009: 944-951 - 2008
- [j2]Liang-Jie Zhang, Nianjun Zhou, Yi-Min Chee, Ahamed Jalaldeen, Karthikeyan Ponnalagu, Renuka Sindhgatta, Ali Arsanjani, Fausto Bernardini:
SOMA-ME: A platform for the model-driven design of SOA solutions. IBM Syst. J. 47(3): 397-413 (2008) - [c9]Nianjun Zhou, Liang-Jie Zhang:
A Graph Theory Based Impact and Completion Analysis Framework and Applications for Modeling SOA Solution Components. IEEE SCC (1) 2008: 145-154 - [c8]Nianjun Zhou, Yi-Min Chee, Liang-Jie Zhang:
Coding-Free Model-Driven Enablement Framework and Engineering Practices of a Context-Aware SOA Modeling Environment. ICWS 2008: 553-560 - 2006
- [c7]Nianjun Zhou, Richard Alimi:
Computational Efficiency and Practical Implications for a Client Grid. HPCC 2006: 773-782 - [c6]Nianjun Zhou, Dikran S. Meliksetian, Jean-Pierre Prost, Irwin Boutboul:
Optimal Information Gathering Scheme over a Scalable Grid Information Services Architecture. WEBIST (1) 2006: 184-189 - 2005
- [j1]Nianjun Zhou, Huaming Wu, Alhussein A. Abouzeid:
The impact of traffic patterns on the overhead of reactive routing protocols. IEEE J. Sel. Areas Commun. 23(3): 547-560 (2005) - [c5]Nianjun Zhou, Alhussein A. Abouzeid:
Routing in ad hoc networks: a theoretical framework with practical implications. INFOCOM 2005: 1240-1251 - 2004
- [c4]Nianjun Zhou, George A. Mihaila, Dikran S. Meliksetian:
XML data mediator integrated solution for xml roundtrip from xml to relational. WWW (Alternate Track Papers & Posters) 2004: 424-425 - 2003
- [c3]Nianjun Zhou, Alhussein A. Abouzeid:
Information-Theoretic Bounds for Mobile Ad-hoc Networks Routing Protocols. ICOIN 2003: 651-661 - [c2]Nianjun Zhou, Huaming Wu, Alhussein A. Abouzeid:
Reactive routing overhead in networks with unreliable nodes. MobiCom 2003: 147-160 - 2002
- [c1]Louis Weitzman, Sara Elo Dean, Dikran S. Meliksetian, Kapil Gupta, Nianjun Zhou, Jessica Wu:
Transforming the content management process at IBM.com. CHI Case Studies 2002: 4:1-4:15
Coauthor Index
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