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2020 – today
- 2024
[j25]Liuqing Chen, Zebin Cai, Zhaojun Jiang, Jianxi Luo, Lingyun Sun, Peter R. N. Childs
, Haoyu Zuo:
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge. Adv. Eng. Informatics 62: 102593 (2024)- [j24]L. Siddharth, Jianxi Luo:
Retrieval augmented generation using engineering design knowledge. Knowl. Based Syst. 303: 112410 (2024) - [j23]Shuo Jiang, Jie Hu, Christopher L. Magee, Jianxi Luo:
Deep Learning for Technical Document Classification. IEEE Trans. Engineering Management 71: 1163-1179 (2024) - [i35]Shuo Jiang, Jianxi Luo:
AutoTRIZ: Artificial Ideation with TRIZ and Large Language Models. CoRR abs/2403.13002 (2024) - [i34]Qihao Zhu, Leah Chong, Maria Yang, Jianxi Luo:
Reading Users' Minds from What They Say: An Investigation into LLM-based Empathic Mental Inference. CoRR abs/2403.13301 (2024) - 2023
- [j22]Serhad Sarica, Ji Han, Jianxi Luo:
Design representation as semantic networks. Comput. Ind. 144: 103791 (2023) - [j21]Guangtong Li, L. Siddharth, Jianxi Luo:
Embedding knowledge graph of patent metadata to measure knowledge proximity. J. Assoc. Inf. Sci. Technol. 74(4): 476-490 (2023) - [j20]Jianxi Luo:
Data-Driven Innovation: What Is It? IEEE Trans. Engineering Management 70(2): 784-790 (2023) - [j19]Xinyu Zhang, Jiangeng Huang, Yuanhao Huang, Kangyao Huang, Lei Yang, Yan Han, Li Wang, Huaping Liu, Jianxi Luo, Jun Li:
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation. IEEE Trans. Intell. Veh. 8(1): 970-987 (2023) - [i33]Qihao Zhu, Jianxi Luo:
Toward Artificial Empathy for Human-Centered Design: A Framework. CoRR abs/2303.10583 (2023) - [i32]Serhad Sarica, Jianxi Luo:
Innovation Slowdown: Decelerating Concept Creation and Declining Originality in New Technological Concepts. CoRR abs/2303.13300 (2023) - [i31]L. Siddharth, Jianxi Luo:
Towards Populating Generalizable Engineering Design Knowledge. CoRR abs/2307.06985 (2023) - [i30]L. Siddharth, Jianxi Luo:
Empirical Basis of Engineering Design Knowledge. CoRR abs/2312.06355 (2023) - 2022
- [j18]Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo:
Patent Data for Engineering Design: A Critical Review and Future Directions. J. Comput. Inf. Sci. Eng. 22(1) (2022) - [j17]L. Siddharth, Luciënne T. M. Blessing, Kristin L. Wood, Jianxi Luo:
Engineering Knowledge Graph From Patent Database. J. Comput. Inf. Sci. Eng. 22(2) (2022) - [j16]Claudia M. Eckert, Jianxi Luo:
Guest Editorial: Innovation in Design Processes. IEEE Trans. Engineering Management 69(4): 1532-1536 (2022) - [j15]Chaoyang Song, Jianxi Luo, Katja Hölttä-Otto, Warren P. Seering, Kevin Otto:
Crowdfunding for Design Innovation: Prediction Model With Critical Factors. IEEE Trans. Engineering Management 69(4): 1565-1576 (2022) - [i29]Jianxi Luo:
Data-Driven Innovation: What Is It. CoRR abs/2201.08184 (2022) - [i28]Qihao Zhu, Jianxi Luo:
Generative Design Ideation: A Natural Language Generation Approach. CoRR abs/2204.09658 (2022) - [i27]Qihao Zhu, Xinyu Zhang, Jianxi Luo:
Generative Pre-Trained Transformers for Biologically Inspired Design. CoRR abs/2204.09714 (2022) - [i26]Xinyu Zhang, Jiangeng Huang, Yuanhao Huang, Kangyao Huang, Lei Yang, Yan Han, Li Wang, Huaping Liu, Jianxi Luo, Jun Li:
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation. CoRR abs/2207.11384 (2022) - [i25]Jianxi Luo, Serhad Sarica, Kristin L. Wood:
Guiding Data-Driven Design Ideation by Knowledge Distance. CoRR abs/2210.10104 (2022) - [i24]Serhad Sarica, Ji Han, Jianxi Luo:
Design Representation as Semantic Networks. CoRR abs/2210.11533 (2022) - [i23]Guangtong Li, L. Siddharth, Jianxi Luo:
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity. CoRR abs/2211.01768 (2022) - [i22]L. Siddharth, Guangtong Li, Jianxi Luo:
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note. CoRR abs/2211.01976 (2022) - [i21]Qihao Zhu, Jianxi Luo:
Generative Transformers for Design Concept Generation. CoRR abs/2211.03468 (2022) - [i20]Qihao Zhu, Xinyu Zhang, Jianxi Luo:
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers. CoRR abs/2212.13196 (2022) - 2021
- [j14]Serhad Sarica, Binyang Song, Jianxi Luo, Kristin L. Wood:
Idea generation with Technology Semantic Network. Artif. Intell. Eng. Des. Anal. Manuf. 35(3): 265-283 (2021) - [j13]Jianxi Luo, Serhad Sarica, Kristin L. Wood:
Guiding data-driven design ideation by knowledge distance. Knowl. Based Syst. 218: 106873 (2021) - [i19]Shuo Jiang, Jie Hu, Kristin L. Wood, Jianxi Luo:
Data-Driven Design-by-Analogy: State of the Art and Future Directions. CoRR abs/2106.01592 (2021) - [i18]L. Siddharth, Luciënne T. M. Blessing, Kristin L. Wood, Jianxi Luo:
Engineering Knowledge Graph from Patent Database. CoRR abs/2106.06739 (2021) - [i17]Shuo Jiang, Jianxi Luo, Jie Hu, Christopher L. Magee:
Deep Learning for Technical Document Classification. CoRR abs/2106.14269 (2021) - [i16]Shuo Jiang, Jianxi Luo:
Technology Fitness Landscape and the Future of Innovation. CoRR abs/2110.13624 (2021) - [i15]Qihao Zhu, Jianxi Luo:
Generative Pre-Trained Transformer for Design Concept Generation: An Exploration. CoRR abs/2111.08489 (2021) - [i14]Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo:
Patent Data for Engineering Design: A Review. CoRR abs/2111.08500 (2021) - [i13]L. Siddharth, Luciënne T. M. Blessing, Jianxi Luo:
Natural Language Processing in-and-for Design Research. CoRR abs/2111.13827 (2021) - 2020
- [j12]Serhad Sarica, Jianxi Luo, Kristin L. Wood:
TechNet: Technology semantic network based on patent data. Expert Syst. Appl. 142 (2020) - [j11]Serhad Sarica, Bowen Yan, Jianxi Luo:
Data-Driven Intelligence on Innovation and Competition: Patent Overlay Network Visualization and Analytics. Inf. Syst. Manag. 37(3): 198-212 (2020) - [i12]Shuo Jiang, Jianxi Luo, Guillermo Ruiz Pava, Jie Hu, Christopher L. Magee:
A CNN-based Patent Image Retrieval Method for Design Ideation. CoRR abs/2003.08741 (2020) - [i11]Serhad Sarica, Jianxi Luo:
Stopwords in Technical Language Processing. CoRR abs/2006.02633 (2020) - [i10]Chaoyang Song, Jianxi Luo, Katja Hölttä-Otto, Warren P. Seering, Kevin Otto:
Crowdfunding for Design Innovation: Prediction Model with Critical Factors. CoRR abs/2007.01404 (2020) - [i9]Ji Han, Serhad Sarica, Feng Shi, Jianxi Luo:
Semantic Networks for Engineering Design: A Survey. CoRR abs/2012.07060 (2020) - [i8]Serhad Sarica, Jianxi Luo:
Design Knowledge Representation with Technology Semantic Network. CoRR abs/2012.15518 (2020)
2010 – 2019
- 2019
- [j10]Bowen Yan, Jianxi Luo:
Multicores-periphery structure in networks. Netw. Sci. 7(1): 70-87 (2019) - [j9]Serhad Sarica, Jianxi Luo:
An Infinite Regress Model of Design Change Propagation in Complex Systems. IEEE Syst. J. 13(4): 3610-3618 (2019) - [j8]Marakkalage Sumudu Hasala, Serhad Sarica, Billy Pik Lik Lau, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Jianxi Luo, Richi Nayak:
Understanding the Lifestyle of Older Population: Mobile Crowdsensing Approach. IEEE Trans. Comput. Soc. Syst. 6(1): 82-95 (2019) - [c3]Jianxi Luo:
Total Technology Space Map as a Digital Platform. HICSS 2019: 1-8 - [c2]Serhad Sarica, Bowen Yan, Gerardo Bulato, Pratik Jaipurkar, Jianxi Luo:
Data-Driven Network Visualization for Innovation and Competitive Intelligence. HICSS 2019: 1-9 - [i7]Bowen Yan, Jianxi Luo:
The Superior Knowledge Proximity Measure for Patent Mapping. CoRR abs/1901.03925 (2019) - [i6]Serhad Sarica, Jianxi Luo, Kristin L. Wood:
Technology Knowledge Graph Based on Patent Data. CoRR abs/1906.00411 (2019) - 2018
- [j7]Jianxi Luo, Binyang Song, Luciënne T. M. Blessing, Kristin L. Wood:
Design opportunity conception using the total technology space map. Artif. Intell. Eng. Des. Anal. Manuf. 32(4): 449-461 (2018) - [j6]Bangqi Yin, Jianxi Luo:
How Do Accelerators Select Startups? Shifting Decision Criteria Across Stages. IEEE Trans. Engineering Management 65(4): 574-589 (2018) - 2017
- [j5]Bowen Yan, Jianxi Luo:
Measuring technological distance for patent mapping. J. Assoc. Inf. Sci. Technol. 68(2): 423-437 (2017) - [j4]Bowen Yan, Jianxi Luo:
Filtering patent maps for visualization of diversification paths of inventors and organizations. J. Assoc. Inf. Sci. Technol. 68(6): 1551-1563 (2017) - [j3]Jeff Alstott, Giorgio Triulzi, Bowen Yan, Jianxi Luo:
Mapping technology space by normalizing patent networks. Scientometrics 110(1): 443-479 (2017) - 2016
- [c1]Jianxi Luo:
Expansionism-Based Design and System of Systems. CSDM Asia 2016: 45-57 - [i5]Bowen Yan, Jianxi Luo:
Multicore-periphery structure in networks. CoRR abs/1605.03286 (2016) - 2015
- [i4]Bowen Yan, Jianxi Luo:
Network Maps of Technology Fields: How Measures of Relatedness Influence Network Structures. CoRR abs/1503.02373 (2015) - [i3]Bowen Yan, Jianxi Luo:
Filtered Patent Maps for Predicting Diversification Paths of Inventors and Organizations. CoRR abs/1507.01338 (2015) - [i2]Jianxi Luo, Daniel E. Whitney:
Asymmetry in in-degree and out-degree distributions of large-scale industrial networks. CoRR abs/1507.04507 (2015) - [i1]Jeff Alstott, Giorgio Triulzi, Bowen Yan, Jianxi Luo:
Mapping Technology Space by Normalizing Technology Relatedness Networks. CoRR abs/1509.07285 (2015) - 2013
- [j2]Jianxi Luo:
The power-of-pull of economic sectors: A complex network analysis. Complex. 18(5): 37-47 (2013) - 2011
- [j1]Jianxi Luo, Christopher L. Magee:
Detecting evolving patterns of self-organizing networks by flow hierarchy measurement. Complex. 16(6): 53-61 (2011)
Coauthor Index
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