Donghua Zhu

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 26

Top Topics

Latent Dirichlet Allocation

Top Venues

Technol. Anal. Strateg. Manag.

IEEE Trans. Engineering Management

Int. J. Comput. Intell. Syst.

Publications

Qianqian Jin, Hongshu Chen, Yi Zhang, Xuefeng Wang, Donghua Zhu
Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis. IEEE Trans. Engineering Management 71 (2024)
Yao Wu, Donghua Zhu, Xuefeng Wang
Contrastive learning enhanced deep neural network with serial regularization for high-dimensional tabular data. Expert Syst. Appl. 228 (2023)
Xiaotong Han, Donghua Zhu, Xuefeng Wang, Tugrul U. Daim, Yali Qiao
Discovering technology opportunities based on the linkage between technology and business areas: matching patents and trademarks. Technol. Anal. Strateg. Manag. 35 (10) (2023)
Yao Wu, Donghua Zhu, Xuefeng Wang
Tree enhanced deep adaptive network for cancer prediction with high dimension low sample size microarray data. Appl. Soft Comput. 136 (2023)
Xiaoyu Liu, Xuefeng Wang, Donghua Zhu
Reviewer recommendation method for scientific research proposals: a case for NSFC. Scientometrics 127 (6) (2022)
Heng Huang, Donghua Zhu, Xuefeng Wang
Evaluating scientific impact of publications: combining citation polarity and purpose. Scientometrics 127 (9) (2022)
Yao Wu, Donghua Zhu, Xuefeng Wang, Shuo Zhang
An ensemble learning framework for potential miRNA-disease association prediction with positive-unlabeled data. Comput. Biol. Chem. 95 (2021)
Ying Huang, Fujin Zhu, Alan L. Porter, Yi Zhang, Donghua Zhu, Ying Guo
Exploring Technology Evolution Pathways to Facilitate Technology Management: From a Technology Life Cycle Perspective. IEEE Trans. Engineering Management 68 (5) (2021)
Xiaoyu Liu, Donghua Zhu, Ying Guo
Exploring the role of companies in scientific research: a case study of genetically modified maize. Technol. Anal. Strateg. Manag. 33 (4) (2021)
Xiaotong Han, Donghua Zhu, Xuefeng Wang, Jia Li, Yali Qiao
Technology Opportunity Analysis: Combining SAO Networks and Link Prediction. IEEE Trans. Engineering Management 68 (5) (2021)
Lin Zhu, Donghua Zhu, Xuefeng Wang, Scott W. Cunningham, Zhinan Wang
An integrated solution for detecting rising technology stars in co-inventor networks. Scientometrics 121 (1) (2019)
Xuefeng Wang, Yun Fu, Ying Huang, Yuqin Liu, Donghua Zhu
Identifying R&D partners using SAO analysis: a case study of dye-sensitised solar cells. Int. J. Technol. Manag. 81 (1/2) (2019)
Omer Hanif, Donghua Zhu, Xuefeng Wang, M. Saqib Nawaz
Refining the Measurement of Topic Similarities Through Bibliographic Coupling and LDA. IEEE Access 7 (2019)
Ying Huang, Donghua Zhu, Yue Qian, Yi Zhang, Alan L. Porter, Yuqin Liu, Ying Guo
A hybrid method to trace technology evolution pathways: a case study of 3D printing. Scientometrics 111 (1) (2017)
Xuefeng Wang, Pingping Ma, Ying Huang, Junfang Guo, Donghua Zhu, Alan L. Porter, Zhinan Wang
Combining SAO semantic analysis and morphology analysis to identify technology opportunities. Scientometrics 111 (1) (2017)
Omer Hanif, Donghua Zhu, Xuefeng Wang
Hybrid Relation Analysis (HRA): Methods and a Case Study, Brain Cancer. ISSI (2017)
Chao Yang, Donghua Zhu, Xuefeng Wang
SAO Semantic Information Identification for Text Mining. Int. J. Comput. Intell. Syst. 10 (1) (2017)
Chao Yang, Donghua Zhu, Xuefeng Wang, Yi Zhang, Guangquan Zhang, Jie Lu
Requirement-oriented core technological components' identification based on SAO analysis. Scientometrics 112 (3) (2017)
Xuefeng Wang, Zhinan Wang, Ying Huang, Yuqin Liu, Jiao Zhang, Xiao-Fan Heng, Donghua Zhu
Identifying R&D partners through Subject-Action-Object semantic analysis in a problem & solution pattern. Technol. Anal. Strateg. Manag. 29 (10) (2017)
Ying Huang, Donghua Zhu, Qi Lv, Alan L. Porter, Douglas K. R. Robinson, Xuefeng Wang
Early insights on the Emerging Sources Citation Index (ESCI): an overlay map-based bibliometric study. Scientometrics 111 (3) (2017)
Ying Huang, Donghua Zhu, Yali Qiao, Jinhui Pang, Xuefeng Wang
Interactive overlay maps and technological field evolutions for US patent (USPTO) data. ISSI (2017)
Fujin Zhu, Guangquan Zhang, Jie Lu, Donghua Zhu
First-order causal process for causal modelling with instantaneous and cross-temporal relations. IJCNN (2017)
Yi Zhang, Guangquan Zhang, Donghua Zhu, Jie Lu
Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics. J. Assoc. Inf. Sci. Technol. 68 (8) (2017)
Ying Huang, Jan L. Youtie, Alan L. Porter, Douglas K. R. Robinson, Scott W. Cunningham, Donghua Zhu
Big Data and Business: Tech Mining to Capture Business Interests and Activities around Big Data. BDCloud-SocialCom-SustainCom (2016)
Yi Zhang, Lining Shang, Lu Huang, Alan L. Porter, Guangquan Zhang, Jie Lu, Donghua Zhu
A hybrid similarity measure method for patent portfolio analysis. J. Informetrics 10 (4) (2016)
Chao Yang, Donghua Zhu, Xuefeng Wang
SAO-based core technological components' identification. SKIMA (2016)
Jing Ma, Xuefeng Wang, Donghua Zhu, Xiao Zhou
Analysis on patent collaborative patterns for emerging technologies: a case study of nano-enabled drug delivery. Int. J. Technol. Manag. 69 (3/4) (2015)
Fujin Zhu, Xuefeng Wang, Donghua Zhu, Yuqin Liu
A Supervised Requirement-oriented Patent Classification Scheme Based on the Combination of Metadata and Citation Information. Int. J. Comput. Intell. Syst. 8 (3) (2015)
Hongshu Chen, Guangquan Zhang, Jie Lu, Donghua Zhu
A fuzzy approach for measuring development of topics in patents using Latent Dirichlet Allocation. FUZZ-IEEE (2015)
Hongshu Chen, Guangquan Zhang, Donghua Zhu, Jie Lu
A patent time series processing component for technology intelligence by trend identification functionality. Neural Comput. Appl. 26 (2) (2015)
Chao Yang, Donghua Zhu, Guangquan Zhang
Semantic-Based Technology Trend Analysis. ISKE (2015)
Xuefeng Wang, Rongrong Li, Shiming Ren, Donghua Zhu, Meng Huang, Pengjun Qiu
Collaboration network and pattern analysis: case study of dye-sensitized solar cells. Scientometrics 98 (3) (2014)
Xiao Zhou, Yi Zhang, Alan L. Porter, Ying Guo, Donghua Zhu
A patent analysis method to trace technology evolutionary pathways. Scientometrics 100 (3) (2014)
Xuefeng Wang, Jie Ren, Yi Zhang, Donghua Zhu, Pengjun Qiu, Meng Huang
China's patterns of international technological collaboration 1976-2010: a patent analysis study. Technol. Anal. Strateg. Manag. 26 (5) (2014)
Xuefeng Wang, Meng Huang, Hongyuan Wang, Ming Lei, Donghua Zhu, Jie Ren, Munazza Jabeen
International Collaboration Activity Index: Case study of dye-sensitized solar cells. J. Informetrics 8 (4) (2014)
Yi Zhang, Ying Guo, Xuefeng Wang, Donghua Zhu, Alan L. Porter
A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study. Technol. Anal. Strateg. Manag. 25 (6) (2013)
Ying Guo, Xuefeng Wang, Donghua Zhu
Composing a technology delivery system for an emerging energy technology: The case of dye-sensitized solar cells. IEEM (2011)
Ying Guo, Xuefeng Wang, Donghua Zhu
Innovation risk-utility pathway method applied to dye-sensitized solar cells. IEEM (2011)
Chun-Dong Guo, Ai-Yan Wu, Xue-Feng Wang, Donghua Zhu, Xiao-Fan Heng, Xiao-Guang Lu
Multi-attribute cloud decision method based on linguistic assessment and its application in evaluation and selection of merging technology. ICMLC (2011)
Jia Liu, Donghua Zhu
The research of margin setting model based on improved BP neural network technology. ICNC (2010)
Tingting Ma, Donghua Zhu, Wangxue Feng, Wen Li
Research and Development of Multi-lingual Project Management System Based on B/S and C/S. CSREA EEE (2010)
Bo Yu, Donghua Zhu
Combining neural networks and semantic feature space for email classification. Knowl. Based Syst. 22 (5) (2009)
Xiangjun Dong, Zhendong Niu, Donghua Zhu, Zhiyun Zheng, Qiuting Jia
Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model. ADMA (2008)
Xiangjun Dong, Zhendong Niu, Xuelin Shi, Xiaodan Zhang, Donghua Zhu
Mining Both Positive and Negative Association Rules from Frequent and Infrequent Itemsets. ADMA (2007)
Junpeng Yuan, Donghua Zhu
A Hierarchical Reduction Algorithm for Concept Hierarchy. ISDA (1) (2006)
Robert J. Watts, Alan L. Porter, Scott W. Cunningham, Donghua Zhu
TOAS Intelligence Mining; Analysis of Natural Language Processing and Computational Linguistics. PKDD (1997)