Donghua Zhu

Orcid: 0000-0002-7712-4867

Affiliations:
  • Beijing Institute of Technology, School of Management and Economics, Laboratory of Knowledge Management and Data Analysis, China


According to our database1, Donghua Zhu authored at least 46 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis.
IEEE Trans. Engineering Management, 2024

2023
Discovering technology opportunities based on the linkage between technology and business areas: matching patents and trademarks.
Technol. Anal. Strateg. Manag., October, 2023

Contrastive learning enhanced deep neural network with serial regularization for high-dimensional tabular data.
Expert Syst. Appl., October, 2023

Tree enhanced deep adaptive network for cancer prediction with high dimension low sample size microarray data.
Appl. Soft Comput., March, 2023

2022
Reviewer recommendation method for scientific research proposals: a case for NSFC.
Scientometrics, 2022

Evaluating scientific impact of publications: combining citation polarity and purpose.
Scientometrics, 2022

2021
Exploring Technology Evolution Pathways to Facilitate Technology Management: From a Technology Life Cycle Perspective.
IEEE Trans. Engineering Management, 2021

Technology Opportunity Analysis: Combining SAO Networks and Link Prediction.
IEEE Trans. Engineering Management, 2021

Exploring the role of companies in scientific research: a case study of genetically modified maize.
Technol. Anal. Strateg. Manag., 2021

An ensemble learning framework for potential miRNA-disease association prediction with positive-unlabeled data.
Comput. Biol. Chem., 2021

2019
An integrated solution for detecting rising technology stars in co-inventor networks.
Scientometrics, 2019

Identifying R&D partners using SAO analysis: a case study of dye-sensitised solar cells.
Int. J. Technol. Manag., 2019

Refining the Measurement of Topic Similarities Through Bibliographic Coupling and LDA.
IEEE Access, 2019

2017
Identifying R&D partners through Subject-Action-Object semantic analysis in a problem & solution pattern.
Technol. Anal. Strateg. Manag., 2017

Requirement-oriented core technological components' identification based on SAO analysis.
Scientometrics, 2017

Combining SAO semantic analysis and morphology analysis to identify technology opportunities.
Scientometrics, 2017

A hybrid method to trace technology evolution pathways: a case study of 3D printing.
Scientometrics, 2017

Early insights on the Emerging Sources Citation Index (ESCI): an overlay map-based bibliometric study.
Scientometrics, 2017

Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics.
J. Assoc. Inf. Sci. Technol., 2017

SAO Semantic Information Identification for Text Mining.
Int. J. Comput. Intell. Syst., 2017

Interactive overlay maps and technological field evolutions for US patent (USPTO) data.
Proceedings of the 16th International Conference on Scientometrics and Informetrics, 2017

Hybrid Relation Analysis (HRA): Methods and a Case Study, Brain Cancer.
Proceedings of the 16th International Conference on Scientometrics and Informetrics, 2017

First-order causal process for causal modelling with instantaneous and cross-temporal relations.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
A hybrid similarity measure method for patent portfolio analysis.
J. Informetrics, 2016

SAO-based core technological components' identification.
Proceedings of the 10th International Conference on Software, 2016

Big Data and Business: Tech Mining to Capture Business Interests and Activities around Big Data.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
A patent time series processing component for technology intelligence by trend identification functionality.
Neural Comput. Appl., 2015

Analysis on patent collaborative patterns for emerging technologies: a case study of nano-enabled drug delivery.
Int. J. Technol. Manag., 2015

A Supervised Requirement-oriented Patent Classification Scheme Based on the Combination of Metadata and Citation Information.
Int. J. Comput. Intell. Syst., 2015

Semantic-Based Technology Trend Analysis.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

A fuzzy approach for measuring development of topics in patents using Latent Dirichlet Allocation.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
China's patterns of international technological collaboration 1976-2010: a patent analysis study.
Technol. Anal. Strateg. Manag., 2014

A patent analysis method to trace technology evolutionary pathways.
Scientometrics, 2014

Collaboration network and pattern analysis: case study of dye-sensitized solar cells.
Scientometrics, 2014

International Collaboration Activity Index: Case study of dye-sensitized solar cells.
J. Informetrics, 2014

2013
A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study.
Technol. Anal. Strateg. Manag., 2013

2011
Innovation risk-utility pathway method applied to dye-sensitized solar cells.
Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

Composing a technology delivery system for an emerging energy technology: The case of dye-sensitized solar cells.
Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

Multi-attribute cloud decision method based on linguistic assessment and its application in evaluation and selection of merging technology.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010
The research of margin setting model based on improved BP neural network technology.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Research and Development of Multi-lingual Project Management System Based on B/S and C/S.
Proceedings of the 2010 International Conference on E-Learning, 2010

2009
Combining neural networks and semantic feature space for email classification.
Knowl. Based Syst., 2009

2008
Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007
Mining Both Positive and Negative Association Rules from Frequent and Infrequent Itemsets.
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

2006
A Hierarchical Reduction Algorithm for Concept Hierarchy.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

1997
TOAS Intelligence Mining; Analysis of Natural Language Processing and Computational Linguistics.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997


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