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Publication search results
found 392 matches
- 2024
- Bin Zhou, Xinyu Li, Tianyuan Liu, Kaizhou Xu, Wei Liu, Jinsong Bao:
CausalKGPT: Industrial structure causal knowledge-enhanced large language model for cause analysis of quality problems in aerospace product manufacturing. Adv. Eng. Informatics 59: 102333 (2024) - Junzhong Ji, Zuozhen Zhang, Lu Han, Jinduo Liu:
MetaCAE: Causal autoencoder with meta-knowledge transfer for brain effective connectivity estimation. Comput. Biol. Medicine 170: 107940 (2024) - Siyuan Chen, Kezhi Mao:
Explicit and implicit knowledge-enhanced model for event causality identification. Expert Syst. Appl. 238(Part C): 122039 (2024) - Mahinda Mailagaha Kumbure, Anssi Tarkiainen, Jan Stoklasa, Pasi Luukka, Ari Jantunen:
Causal maps in the analysis and unsupervised assessment of the development of expert knowledge: Quantification of the learning effects for knowledge management purposes. Expert Syst. Appl. 236: 121232 (2024) - Ling Ding, Jianting Chen, Peng Du, Yang Xiang:
Event causality identification via graph contrast-based knowledge augmented networks. Inf. Sci. 656: 119905 (2024) - Richard T. Watson, Yuanyuan Song, Xia Zhao, Jane Webster:
Extending the Foresight of Phillip Ein-Dor: Causal Knowledge Analytics. J. Assoc. Inf. Syst. 25(1): 3 (2024) - Ju Jia, Siqi Ma, Lina Wang, Yang Liu, Robert H. Deng:
A Secure and Robust Knowledge Transfer Framework via Stratified-Causality Distribution Adjustment in Intelligent Collaborative Services. IEEE Trans. Computers 73(1): 58-72 (2024) - Xiangrui Zhang, Chunyue Song, Jun Zhao, Zuhua Xu, Xiaogang Deng:
Spatial-Temporal Causality Modeling for Industrial Processes With a Knowledge-Data Guided Reinforcement Learning. IEEE Trans. Ind. Informatics 20(4): 5634-5646 (2024) - Jia Zhu, Xiaodong Ma, Changqin Huang:
Stable Knowledge Tracing Using Causal Inference. IEEE Trans. Learn. Technol. 17: 124-134 (2024) - Weizhi Nie, Xin Wen, Jing Liu, Jiawei Chen, Jiancan Wu, Guoqing Jin, Jing Lu, An-An Liu:
Knowledge-Enhanced Causal Reinforcement Learning Model for Interactive Recommendation. IEEE Trans. Multim. 26: 1129-1142 (2024) - Ziwei Xu, Hiroya Takamura, Ryutaro Ichise:
A Framework to Construct Financial Causality Knowledge Graph from Text. ICSC 2024: 57-64 - Hengrui Cai, Shengjie Liu, Rui Song:
Is Knowledge All Large Language Models Needed for Causal Reasoning? CoRR abs/2401.00139 (2024) - Takashi Nicholas Maeda, Shohei Shimizu:
Use of Prior Knowledge to Discover Causal Additive Models with Unobserved Variables and its Application to Time Series Data. CoRR abs/2401.07231 (2024) - Christoph Wehner, Maximilian Kertel, Judith Wewerka:
Interactive and Intelligent Root Cause Analysis in Manufacturing with Causal Bayesian Networks and Knowledge Graphs. CoRR abs/2402.00043 (2024) - Steven Mascaro, Yue Wu, Ross Pearson, Owen Woodberry, Jessica Ramsay, Tom Snelling, Ann E. Nicholson:
Causal knowledge engineering: A case study from COVID-19. CoRR abs/2403.14100 (2024) - Hichem Ammar Khodja, Frédéric Béchet, Quentin Brabant, Alexis Nasr, Gwénolé Lecorvé:
WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models. CoRR abs/2403.14364 (2024) - Xinrui Wang, Yan Jin:
Exploring CausalWorld: Enhancing robotic manipulation via knowledge transfer and curriculum learning. CoRR abs/2403.17266 (2024) - 2023
- Daniel Grünbaum:
Causal modelling and validation based on observational data and domain knowledge. University of Regensburg, Germany, 2023 - Lucas Simonne:
Détection de règles différentielles causales dans les graphes de connaissances. (Mining differential causal rules in knowledge graphs). University of Paris-Saclay, France, 2023 - Weichao Yue, Jianing Chai, Xiaoxue Wan, Yongfang Xie, Xiaofang Chen, Weihua Gui:
Root cause analysis for process industry using causal knowledge map under large group environment. Adv. Eng. Informatics 57: 102057 (2023) - Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou:
Sound and complete causal identification with latent variables given local background knowledge. Artif. Intell. 322: 103964 (2023) - Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul M. Griffin, Mohammad Adibuzzaman:
Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU. Artif. Intell. Medicine 137: 102493 (2023) - Guoming Lu, Hao Zhang, Ke Qin, Kai Du:
A causal-based symbolic reasoning framework for uncertain knowledge graphs. Comput. Electr. Eng. 105: 108541 (2023) - Trent Kyono, Ioana Bica, Zhaozhi Qian, Mihaela van der Schaar:
Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge. ACM Trans. Comput. Heal. 4(2): 15:1-15:29 (2023) - Zhaoguang Xu, Yanzhong Dang:
Data-driven causal knowledge graph construction for root cause analysis in quality problem solving. Int. J. Prod. Res. 61(10): 3227-3245 (2023) - Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino:
Causal knowledge fusion for 3D cross-modality cardiac image segmentation. Inf. Fusion 99: 101864 (2023) - Karolis Noreika, Saulius Gudas:
Causal Knowledge Modelling for Agile Development of Enterprise Application Systems. Informatica 34(1): 121-146 (2023) - Seethalakshmi Gopalakrishnan, Victor Zitian Chen, Wenwen Dou, Gus Hahn-Powell, Sreekar Nedunuri, Wlodek Zadrozny:
Text to Causal Knowledge Graph: A Framework to Synthesize Knowledge from Unstructured Business Texts into Causal Graphs. Inf. 14(7): 367 (2023) - Kewei Lyu, Yu Tian, Yong Shang, Tianshu Zhou, Ziyue Yang, Qianghua Liu, Xi Yao, Ping Zhang, Jianghua Chen, Jingsong Li:
Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy. J. Biomed. Informatics 139: 104298 (2023) - Scott A. Malec, Sanya Bathla Taneja, Steven M. Albert, C. Elizabeth Shaaban, Helmet T. Karim, Arthur S. Levine, Paul Munro, Tiffany J. Callahan, Richard D. Boyce:
Causal feature selection using a knowledge graph combining structured knowledge from the biomedical literature and ontologies: A use case studying depression as a risk factor for Alzheimer's disease. J. Biomed. Informatics 142: 104368 (2023)
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