Nianjun Zhou

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 17

Top Topics

Pattern Analysis

Asset Management

Code Generation

Cancer Classification

Top Venues

BigData Congress

Publications

Nianjun Zhou, Dhaval Patel, Shuxin Lin, Fearghal O'Donncha
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM. CoRR (2024)
Tianyu Wang, Nianjun Zhou, Zhixiong Chen
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation. CoRR (2024)
Victoria Kusherbaeva, Nianjun Zhou
Multiobjective Data-Driven Production Optimization With a Feedback Mechanism. IEEE Trans. Ind. Informatics 19 (4) (2023)
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) (2022)
Victoria Kusherbaeva, Nianjun Zhou, Dharmashankar Subramanian
Interpretable Multi-Step Production Optimization Utilizing IoT Sensor Data. WF-IoT (2021)
Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty
DQDF: Data-Quality-Aware Dataframes. Proc. VLDB Endow. 15 (4) (2021)
Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty
DQLearn : A Toolkit for Structured Data Quality Learning. IEEE BigData (2020)
Nianjun Zhou, Dhaval Patel, Arun Iyengar, Shrey Shrivastava, Anuradha Bhamidipaty
A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package. IEEE BigData (2020)
Jonathan Zhou, Baldwin Chen, Nianjun Zhou
Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches. BigData Congress (2020)
Matthew Casey, Nianjun Zhou
Analysis of Viability of TCGA and GTEx Gene Expression for Gleason Grade Identification. AIME (2020)
Arun Iyengar, Dhaval Patel, Shrey Shrivastava, Nianjun Zhou, Anuradha Bhamidipaty
Real-Time Data Quality Analysis. CogMI (2020)
Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Jayant Kalagnanam
Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0. IEEE BigData (2020)
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)
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)
Matthew Casey, Baldwin Chen, Jonathan Zhou, Nianjun Zhou
A Machine Learning Approach to Prostate Cancer Risk Classification Through Use of RNA Sequencing Data. BigData Congress (2019)
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) (2016)
Nianjun Zhou, Wesley M. Gifford, Junchi Yan, Hongfei Li
End-to-End Solution with Clustering Method for Attrition Analysis. SCC (2016)
Rohit Ranchal, Ajay Mohindra, Nianjun Zhou, Shubir Kapoor, Bharat K. Bhargava
Hierarchical Aggregation of Consumer Ratings for Service Ecosystem. ICWS (2015)
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)
Nianjun Zhou, Ajay Mohindra
Causality-Driven Performance Monitoring and Scaling Automation for Managed Solutions. SCC (2015)
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)
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda, Gregory H. Westerwick, Carl Engel
On the Quantification of Global Team Performance and Profitability. IEEE SCC (2014)
Yucong Duan, Nanjangud C. Narendra, Wencai Du, Yongzhi Wang, Nianjun Zhou
Exploring Cloud Service Brokering from an Interface Perspective. ICWS (2014)
Nianjun Zhou, Satya V. Nitta, Ajay Mohindra
Causality Analysis of IT Capabilities to Achieve Maximum Business Outcomes. IEEE SCC (2014)
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda
Toward a Flexible Bidding Strategy with Preference Analysis. IEEE SCC (2013)
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda
On the Analysis of Global Team Performance. SRII Global Conference (2012)
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)
Debdoot Mukherjee, Monika Gupta, Vibha Singhal Sinha, Nianjun Zhou
A Service Model for Development and Test Clouds. ICSOC (2011)
Yi-Min Chee, Nianjun Zhou, Fan Jing Meng, Saeed Bagheri, Peide Zhong
A Pattern-Based Approach to Cloud Transformation. IEEE CLOUD (2011)
Nianjun Zhou, Da Peng An, Liang-Jie Zhang, Chih-Hong Wong
Leveraging Cloud Platform for Custom Application Development. IEEE SCC (2011)
Liang-Jie Zhang, Vishal Dwivedi, Nianjun Zhou
Formalizing "Traceability' for Architectural Evolutions. APSCC (2010)
Nianjun Zhou, Liang-Jie Zhang, Yi-Min Chee, Lei Chen
Legacy Asset Analysis and Integration in Model-Driven SOA Solution. IEEE SCC (2010)
Liang-Jie Zhang, Zhi-Hong Mao, Nianjun Zhou
Design Quality Analytics of Traceability Enablement in Service-Oriented Solution Design Environment. ICWS (2009)
Nianjun Zhou, Liang-Jie Zhang
Analytic Architecture Assessment in SOA Solution Design and its Engineering Application. ICWS (2009)
Qian Ma, Nianjun Zhou, Yanfeng Zhu, Hao Wang
Evaluating Service Identification with Design Metrics on Business Process Decomposition. IEEE SCC (2009)
Nianjun Zhou, Alhussein A. Abouzeid
Information theoretic analysis of proactive routing overhead in mobile ad hoc networks. IEEE Trans. Inf. Theory 55 (10) (2009)
Nianjun Zhou, Qian Ma, Krishna Ratakonda
Quantitative Modeling of Communication Cost for Global Service Delivery. IEEE SCC (2009)
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)
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)
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) (2008)
Nianjun Zhou, Dikran S. Meliksetian, Jean-Pierre Prost, Irwin Boutboul
Optimal Information Gathering Scheme over a Scalable Grid Information Services Architecture. WEBIST (1) (2006)
Nianjun Zhou, Richard Alimi
Computational Efficiency and Practical Implications for a Client Grid. HPCC (2006)
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) (2005)
Nianjun Zhou, Alhussein A. Abouzeid
Routing in ad hoc networks: a theoretical framework with practical implications. INFOCOM (2005)
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)
Nianjun Zhou, Alhussein A. Abouzeid
Information-Theoretic Bounds for Mobile Ad-hoc Networks Routing Protocols. ICOIN (2003)
Nianjun Zhou, Huaming Wu, Alhussein A. Abouzeid
Reactive routing overhead in networks with unreliable nodes. MobiCom (2003)
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)