Nianjun Zhou

According to our database, Nianjun Zhou authored at least 48 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM.

Nianjun Zhou, Dhaval Patel, Shuxin Lin, Fearghal O'Donncha

CoRR, 2024

Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation.

Tianyu Wang, Nianjun Zhou, Zhixiong Chen

CoRR, 2024

2023

Multiobjective Data-Driven Production Optimization With a Feedback Mechanism.

Victoria Kusherbaeva, Nianjun Zhou

IEEE Trans. Ind. Informatics, April, 2023

2022

AI-Based Real-Time Site-Wide Optimization for Process Manufacturing.

Jayant Kalagnanam, Dzung T. Phan, Pavankumar Murali, Lam M. Nguyen, Nianjun Zhou, Dharmashankar Subramanian, Raju Pavuluri, Xiang Ma, Crystal Lui, Giovane Cesar Da Silva

INFORMS J. Appl. Anal., 2022

2021

DQDF: Data-Quality-Aware Dataframes.

Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty

Proc. VLDB Endow., 2021

Interpretable Multi-Step Production Optimization Utilizing IoT Sensor Data.

Victoria Kusherbaeva, Nianjun Zhou, Dharmashankar Subramanian

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

2020

Real-Time Data Quality Analysis.

Arun Iyengar, Dhaval Patel, Shrey Shrivastava, Nianjun Zhou, Anuradha Bhamidipaty

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package.

Nianjun Zhou, Dhaval Patel, Arun Iyengar, Shrey Shrivastava, Anuradha Bhamidipaty

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

DQLearn : A Toolkit for Structured Data Quality Learning.

Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0.

Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Jayant Kalagnanam

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

FLOps: On Learning Important Time Series Features for Real-Valued Prediction.

Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches.

Jonathan Zhou, Baldwin Chen, Nianjun Zhou

Proceedings of the Big Data - BigData 2020, 2020

Analysis of Viability of TCGA and GTEx Gene Expression for Gleason Grade Identification.

Matthew Casey, Nianjun Zhou

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

A Prediction-Optimization Framework for Site-Wide Process Optimization.

Dharmashankar Subramanian, Pavankumar Murali, Nianjun Zhou, Xiang Ma, Giovane Cesar Da Silva, Raju Pavuluri, Jayant Kalagnanam

Proceedings of the 2019 IEEE International Congress on Internet of Things, 2019

A Machine Learning Approach to Prostate Cancer Risk Classification Through Use of RNA Sequencing Data.

Matthew Casey, Baldwin Chen, Jonathan Zhou, Nianjun Zhou

Proceedings of the Big Data - BigData 2019, 2019

2016

Towards a problem-value-constraint framework for maximising business value through minimising under design and over design.

Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao

Int. J. Serv. Technol. Manag., 2016

End-to-End Solution with Clustering Method for Attrition Analysis.

Nianjun Zhou, Wesley M. Gifford, Junchi Yan, Hongfei Li

Proceedings of the IEEE International Conference on Services Computing, 2016

2015

A Problem-Value-Constraint Framework for Minimizing Under Design and Over Design in Web Service Based System Development.

Yucong Duan, Chengxiang Ren, Nianjun Zhou, Xiaobing Sun, Mingdong Tang, Honghao Gao

Proceedings of the International Conference on Service Science, 2015

Hierarchical Aggregation of Consumer Ratings for Service Ecosystem.

Rohit Ranchal, Ajay Mohindra, Nianjun Zhou, Shubir Kapoor, Bharat K. Bhargava

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Causality-Driven Performance Monitoring and Scaling Automation for Managed Solutions.

Nianjun Zhou, Ajay Mohindra

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

Everything as a Service (XaaS) on the Cloud: Origins, Current and Future Trends.

Yucong Duan, Guohua Fu, Nianjun Zhou, Xiaobing Sun, Nanjangud C. Narendra, Bo Hu

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Exploring Cloud Service Brokering from an Interface Perspective.

Yucong Duan, Nanjangud C. Narendra, Wencai Du, Yongzhi Wang, Nianjun Zhou

Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Causality Analysis of IT Capabilities to Achieve Maximum Business Outcomes.

Nianjun Zhou, Satya V. Nitta, Ajay Mohindra

Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

On the Quantification of Global Team Performance and Profitability.

Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda, Gregory H. Westerwick, Carl Engel

Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013

Toward a Flexible Bidding Strategy with Preference Analysis.

Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda

Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012

On the Analysis of Global Team Performance.

Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda

Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Towards a Formal Model for Optimal Task-Site Allocation and Effort Estimation in Global Software Development.

Nanjangud C. Narendra, Karthikeyan Ponnalagu, Nianjun Zhou, Wesley M. Gifford

Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

2011

A Service Model for Development and Test Clouds.

Debdoot Mukherjee, Monika Gupta, Vibha Singhal Sinha, Nianjun Zhou

Proceedings of the Service-Oriented Computing - 9th International Conference, 2011

Leveraging Cloud Platform for Custom Application Development.

Nianjun Zhou, Da Peng An, Liang-Jie Zhang, Chih-Hong Wong

Proceedings of the IEEE International Conference on Services Computing, 2011

A Pattern-Based Approach to Cloud Transformation.

Yi-Min Chee, Nianjun Zhou, Fan Jing Meng, Saeed Bagheri, Peide Zhong

Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010

Formalizing "Traceability' for Architectural Evolutions.

Liang-Jie Zhang, Vishal Dwivedi, Nianjun Zhou

Proceedings of the 5th IEEE Asia-Pacific Services Computing Conference, 2010

Legacy Asset Analysis and Integration in Model-Driven SOA Solution.

Nianjun Zhou, Liang-Jie Zhang, Yi-Min Chee, Lei Chen

Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009

Information theoretic analysis of proactive routing overhead in mobile ad hoc networks.

Nianjun Zhou, Alhussein A. Abouzeid

IEEE Trans. Inf. Theory, 2009

Analytic Architecture Assessment in SOA Solution Design and its Engineering Application.

Nianjun Zhou, Liang-Jie Zhang

Proceedings of the IEEE International Conference on Web Services, 2009

Design Quality Analytics of Traceability Enablement in Service-Oriented Solution Design Environment.

Liang-Jie Zhang, Zhi-Hong Mao, Nianjun Zhou

Proceedings of the IEEE International Conference on Web Services, 2009

Quantitative Modeling of Communication Cost for Global Service Delivery.

Nianjun Zhou, Qian Ma, Krishna Ratakonda

Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009

Evaluating Service Identification with Design Metrics on Business Process Decomposition.

Qian Ma, Nianjun Zhou, Yanfeng Zhu, Hao Wang

Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009

2008

SOMA-ME: A platform for the model-driven design of SOA solutions.

Liang-Jie Zhang, Nianjun Zhou, Yi-Min Chee, Ahamed Jalaldeen, Karthikeyan Ponnalagu, Renuka Sindhgatta, Ali Arsanjani, Fausto Bernardini

IBM Syst. J., 2008

Coding-Free Model-Driven Enablement Framework and Engineering Practices of a Context-Aware SOA Modeling Environment.

Nianjun Zhou, Yi-Min Chee, Liang-Jie Zhang

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

A Graph Theory Based Impact and Completion Analysis Framework and Applications for Modeling SOA Solution Components.

Nianjun Zhou, Liang-Jie Zhang

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2006

Optimal Information Gathering Scheme over a Scalable Grid Information Services Architecture.

Nianjun Zhou, Dikran S. Meliksetian, Jean-Pierre Prost, Irwin Boutboul

Proceedings of the WEBIST 2006, 2006

Computational Efficiency and Practical Implications for a Client Grid.

Nianjun Zhou, Richard Alimi

Proceedings of the High Performance Computing and Communications, 2006

2005

The impact of traffic patterns on the overhead of reactive routing protocols.

Nianjun Zhou, Huaming Wu, Alhussein A. Abouzeid

IEEE J. Sel. Areas Commun., 2005

Routing in ad hoc networks: a theoretical framework with practical implications.

Nianjun Zhou, Alhussein A. Abouzeid

Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

2004

XML data mediator integrated solution for xml roundtrip from xml to relational.

Nianjun Zhou, George A. Mihaila, Dikran S. Meliksetian

Proceedings of the 13th international conference on World Wide Web, 2004

2003

Reactive routing overhead in networks with unreliable nodes.

Nianjun Zhou, Huaming Wu, Alhussein A. Abouzeid

Proceedings of the Ninth Annual International Conference on Mobile Computing and Networking, 2003

Information-Theoretic Bounds for Mobile Ad-hoc Networks Routing Protocols.

Nianjun Zhou, Alhussein A. Abouzeid

Proceedings of the Information Networking, 2003

2002

Transforming the content management process at IBM.com.

Louis Weitzman, Sara Elo Dean, Dikran S. Meliksetian, Kapil Gupta, Nianjun Zhou, Jessica Wu

Proceedings of the Case Studies of the CHI 2002|AIGA Experience Design FORUM, 2002