Evolution of text mining in construction industry: an LLM-driven analysis of statistical machine learning dominance and internal-external delayed LLM adoption.

Xiaopeng Deng

Jinjing Li Xianbo Zhao Haizhe Yu Lili Gao Xiaopeng Deng Bon-Gang Hwang Evolution of text mining in construction industry: an LLM-driven analysis of statistical machine learning dominance and internal-external delayed LLM adoption. 104321 2026 71 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2026.104321 db/journals/aei/aei71.html#LiZYGDH26 streams/journals/aei

Xiaopeng Deng Kai Yang 0024 Yong Wang Jinlong Li 0002 Liming Xie A non-rigid point cloud registration method based on scene flow estimation. 2025 19 IET Image Process. 1 https://doi.org/10.1049/ipr2.13308 db/journals/iet-ipr/iet-ipr19.html#DengYWLX25 streams/journals/iet-ipr

Mahsa Sadeghi Amin Mahmoudi Xiaopeng Deng Leila Moslemi Naeni Enterprise blockchain solutions for vibrant construction ecosystem: Grey Ordinal Priority Approach. 115-143 2024 14 Grey Syst. Theory Appl. 1 https://doi.org/10.1108/GS-07-2023-0060 db/journals/gsta/gsta14.html#SadeghiMDN24

Amin Mahmoudi Mahsa Sadeghi Xiaopeng Deng Pengcheng Pan OPA Solver: A web-based software for Ordinal Priority Approach in multiple criteria decision analysis using JavaScript. 101546 2023 December 24 SoftwareX https://doi.org/10.1016/j.softx.2023.101546 db/journals/softx/softx24.html#MahmoudiSDP23

Yong Yang Ye Deng 0008 Yufan Zhong Xiaopeng Deng Xiaoyun Wu Solar Plant Fill Light Based on Time-Sharing Control. 354-361 2023 ICEITSA https://doi.org/10.1145/3641343.3641413 conf/iceitsa/2023 db/conf/iceitsa/iceitsa2023.html#YangDZDW23

Amin Mahmoudi Mehdi Abbasi Xiaopeng Deng A novel project portfolio selection framework towards organizational resilience: Robust Ordinal Priority Approach. 116067 2022 188 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.116067 db/journals/eswa/eswa188.html#MahmoudiAD22

Lili Gao Xiaopeng Deng Weimin Yang Smart city infrastructure protection: real-time threat detection employing online reservoir computing architecture. 833-842 2022 34 Neural Comput. Appl. 2 https://doi.org/10.1007/s00521-021-05733-0 db/journals/nca/nca34.html#GaoDY22

Amin Mahmoudi Xiaopeng Deng Saad Ahmed Javed Jingfeng Yuan Large-scale multiple criteria decision-making with missing values: project selection through TOPSIS-OPA. 9341-9362 2021 12 J. Ambient Intell. Humaniz. Comput. 10 https://doi.org/10.1007/s12652-020-02649-w db/journals/jaihc/jaihc12.html#MahmoudiDJY21

Amin Mahmoudi Saad Ahmed Javed Xiaopeng Deng Earned duration management under uncertainty. 8921-8940 2021 25 Soft Comput. 14 https://doi.org/10.1007/s00500-021-05782-6 db/journals/soco/soco25.html#MahmoudiJD21

Amin Mahmoudi Mehdi Abbasi Xiaopeng Deng Muhammad Ikram Salman Yeganeh A novel model for risk management of outsourced construction projects using decision-making methods: a case study. 97-123 2020 10 Grey Syst. Theory Appl. 2 https://doi.org/10.1108/GS-09-2019-0038 db/journals/gsta/gsta10.html#MahmoudiADIY20

Amin Mahmoudi Saad Ahmed Javed Zhen Zhang Xiaopeng Deng Grey Group QUALIFLEX Method: Application in Project Management. 189-195 2019 ISKE https://doi.org/10.1109/ISKE47853.2019.9170357 conf/iske/2019 db/conf/iske/iske2019.html#MahmoudiJZD19 Xiaopeng Deng Chunxiao Xing A QoS-oriented Optimization Model for Web Service Group. 903-909 2009 ACIS-ICIS https://doi.org/10.1109/ICIS.2009.91 https://doi.ieeecomputersociety.org/10.1109/ICIS.2009.91 conf/ACISicis/2009 db/conf/ACISicis/ACISicis2009.html#DengX09 Mehdi Abbasi Ye Deng 0008 Lili Gao Bon-Gang Hwang Muhammad Ikram Saad Ahmed Javed Jinjing Li Jinlong Li 0002 Amin Mahmoudi Leila Moslemi Naeni Pengcheng Pan Mahsa Sadeghi Yong Wang Xiaoyun Wu Liming Xie Chunxiao Xing Kai Yang 0024 Weimin Yang Yong Yang Salman Yeganeh Haizhe Yu Jingfeng Yuan Zhen Zhang Xianbo Zhao Yufan Zhong