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ORCIDDonghua Zhu 0001
Person information
- affiliation: Beijing Institute of Technology, School of Management and Economics, Laboratory of Knowledge Management and Data Analysis, China
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2020 – today
- 2024
[j30]Qianqian Jin
, Hongshu Chen, Yi Zhang, Xuefeng Wang, Donghua Zhu:
Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis. IEEE Trans. Engineering Management 71: 8964-8978 (2024)- 2023
- [j29]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: 110078 (2023) - [j28]Yao Wu, Donghua Zhu, Xuefeng Wang:
Contrastive learning enhanced deep neural network with serial regularization for high-dimensional tabular data. Expert Syst. Appl. 228: 120243 (2023) - [j27]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): 1324-1340 (2023) - 2022
- [j26]Xiaoyu Liu, Xuefeng Wang, Donghua Zhu:
Reviewer recommendation method for scientific research proposals: a case for NSFC. Scientometrics 127(6): 3343-3366 (2022) - [j25]Heng Huang, Donghua Zhu, Xuefeng Wang:
Evaluating scientific impact of publications: combining citation polarity and purpose. Scientometrics 127(9): 5257-5281 (2022) - 2021
- [j24]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: 107566 (2021) - [j23]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): 349-364 (2021) - [j22]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): 1288-1298 (2021) - [j21]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): 1347-1359 (2021)
2010 – 2019
- 2019
- [j20]Omer Hanif, Donghua Zhu, Xuefeng Wang, M. Saqib Nawaz:
Refining the Measurement of Topic Similarities Through Bibliographic Coupling and LDA. IEEE Access 7: 179997-180011 (2019) - [j19]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): 70-93 (2019) - [j18]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): 137-172 (2019) - 2017
- [j17]Chao Yang, Donghua Zhu, Xuefeng Wang:
SAO Semantic Information Identification for Text Mining. Int. J. Comput. Intell. Syst. 10(1): 593-604 (2017) - [j16]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): 1925-1939 (2017) - [j15]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): 3-24 (2017) - [j14]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): 185-204 (2017) - [j13]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): 2041-2057 (2017) - [j12]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): 1229-1248 (2017) - [j11]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): 1167-1180 (2017) - [c16]Fujin Zhu, Guangquan Zhang, Jie Lu, Donghua Zhu:
First-order causal process for causal modelling with instantaneous and cross-temporal relations. IJCNN 2017: 380-387 - [c15]Ying Huang, Donghua Zhu, Yali Qiao, Jinhui Pang, Xuefeng Wang:
Interactive overlay maps and technological field evolutions for US patent (USPTO) data. ISSI 2017: 958-969 - [c14]Omer Hanif, Donghua Zhu, Xuefeng Wang:
Hybrid Relation Analysis (HRA): Methods and a Case Study, Brain Cancer. ISSI 2017: 1627-1628 - 2016
- [j10]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): 1108-1130 (2016) - [c13]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: 145-150 - [c12]Chao Yang, Donghua Zhu, Xuefeng Wang:
SAO-based core technological components' identification. SKIMA 2016: 67-72 - 2015
- [j9]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): 502-516 (2015) - [j8]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): 210-228 (2015) - [j7]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): 345-353 (2015) - [c11]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: 1-7 - [c10]Chao Yang, Donghua Zhu, Guangquan Zhang:
Semantic-Based Technology Trend Analysis. ISKE 2015: 222-228 - 2014
- [j6]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): 854-862 (2014) - [j5]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): 1745-1762 (2014) - [j4]Xiao Zhou, Yi Zhang, Alan L. Porter, Ying Guo, Donghua Zhu:
A patent analysis method to trace technology evolutionary pathways. Scientometrics 100(3): 705-721 (2014) - [j3]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): 531-546 (2014) - 2013
- [j2]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): 707-724 (2013) - 2011
- [c9]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: 494-500 - [c8]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: 1300-1304 - [c7]Ying Guo, Xuefeng Wang, Donghua Zhu:
Innovation risk-utility pathway method applied to dye-sensitized solar cells. IEEM 2011: 1305-1308 - 2010
- [c6]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: 304-309 - [c5]Jia Liu, Donghua Zhu:
The research of margin setting model based on improved BP neural network technology. ICNC 2010: 1167-1171
2000 – 2009
- 2009
- [j1]Bo Yu, Donghua Zhu:
Combining neural networks and semantic feature space for email classification. Knowl. Based Syst. 22(5): 376-381 (2009) - 2008
- [c4]Xiangjun Dong, Zhendong Niu, Donghua Zhu, Zhiyun Zheng, Qiuting Jia:
Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model. ADMA 2008: 444-451 - 2007
- [c3]Xiangjun Dong, Zhendong Niu, Xuelin Shi, Xiaodan Zhang, Donghua Zhu:
Mining Both Positive and Negative Association Rules from Frequent and Infrequent Itemsets. ADMA 2007: 122-133 - 2006
- [c2]Junpeng Yuan, Donghua Zhu:
A Hierarchical Reduction Algorithm for Concept Hierarchy. ISDA (1) 2006: 724-729
1990 – 1999
- 1997
- [c1]Robert J. Watts, Alan L. Porter, Scott W. Cunningham, Donghua Zhu:
TOAS Intelligence Mining; Analysis of Natural Language Processing and Computational Linguistics. PKDD 1997: 323-334
Coauthor Index
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