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Publication search results
found 205 matches
- 2021
- Kun Qiu
, Qin Zhang
:
The M-DUCG Methodology to Calculate the Joint Probability Distribution of Directed Cycle Graph With Local Data and Domain Causal Knowledge. IEEE Access 9: 36087-36099 (2021) - Hyoung Seok Shin
, Allan Jeong:
Modeling the relationship between students' prior knowledge, causal reasoning processes, and quality of causal maps. Comput. Educ. 163: 104113 (2021) - Xiaojun Ma, Takeshi Imai
, Emiko Y. Shinohara, Satoshi Kasai, Kosuke Kato
, Rina Kagawa, Kazuhiko Ohe
:
EHR2CCAS: A framework for mapping EHR to disease knowledge presenting causal chain of disorders - chronic kidney disease example. J. Biomed. Informatics 115: 103692 (2021) - Maël Le Treust, Matthieu R. Bloch
:
State Leakage and Coordination With Causal State Knowledge at the Encoder. IEEE Trans. Inf. Theory 67(2): 805-823 (2021) - Anthony C. Constantinou, Norman E. Fenton, Martin Neil:
How do some Bayesian Network machine learned graphs compare to causal knowledge? CoRR abs/2101.10461 (2021) - Trent Kyono, Ioana Bica, Zhaozhi Qian, Mihaela van der Schaar:
Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge. CoRR abs/2102.06271 (2021) - Zijian Wang, Hao Wang, Xiangfeng Luo, Jianqi Gao:
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion. CoRR abs/2102.09923 (2021) - Takeshi Teshima, Masashi Sugiyama:
Incorporating Causal Graphical Prior Knowledge into Predictive Modeling via Simple Data Augmentation. CoRR abs/2103.00136 (2021) - 2020
- Yunpu Ma:
Learning with relational knowledge in the context of cognition, quantum computing, and causality. Ludwig Maximilian University of Munich, Germany, 2020 - Wei Wang
, Gangqiang Hu
, Bo Yuan, Shandong Ye, Chao Chen, YaYun Cui, Xi Zhang, Liting Qian:
Prior-Knowledge-Driven Local Causal Structure Learning and Its Application on Causal Discovery Between Type 2 Diabetes and Bone Mineral Density. IEEE Access 8: 108798-108810 (2020) - Nasrin Kalanat, Alireza Khanshan, Eynollah Khanjari:
Actionable knowledge discovery from social networks using causal structures of structural features. J. Intell. Fuzzy Syst. 39(1): 489-501 (2020) - Li Li, Yongfang Xie, Xiaofang Chen, Weichao Yue, Zhaohui Zeng:
Dynamic uncertain causality graph based on cloud model theory for knowledge representation and reasoning. Int. J. Mach. Learn. Cybern. 11(8): 1781-1799 (2020) - Philipp Kuhnke
, Marie C. Beaupain
, Vincent K. M. Cheung
, Konstantin Weise
, Markus Kiefer
, Gesa Hartwigsen
:
Left posterior inferior parietal cortex causally supports the retrieval of action knowledge. NeuroImage 219: 117041 (2020) - Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz:
Causal Knowledge Extraction through Large-Scale Text Mining. AAAI 2020: 13610-13611 - Bryan Andrews:
On the Completeness of Causal Discovery in the Presence of Latent Confounding with Tiered Background Knowledge. AISTATS 2020: 4002-4011 - Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao:
KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision. COLING 2020: 1544-1550 - Hengyi Hu, Larry Kerschberg:
Capturing Causal Knowledge from Authoritative Medical Ontologies. COMPSAC 2020: 1373-1378 - Eva Blomqvist, Marjan Alirezaie, Marina Santini:
Towards Causal Knowledge Graphs - Position Paper. KDH@ECAI 2020: 58-62 - Noah Weber, Rachel Rudinger, Benjamin Van Durme:
Causal Inference of Script Knowledge. EMNLP (1) 2020: 7583-7596 - Genki Yamashita, Taro Kanno
, Kazuo Furuta:
Interactive Method to Elicit Local Causal Knowledge for Creating a Huge Causal Network. HCI (37) 2020: 437-446 - Johannes Huegle, Christopher Hagedorn, Matthias Uflacker:
How Causal Structural Knowledge Adds Decision-Support in Monitoring of Automotive Body Shop Assembly Lines. IJCAI 2020: 5246-5248 - Jian Liu, Yubo Chen, Jun Zhao:
Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations. IJCAI 2020: 3608-3614 - Christopher Frye, Colin Rowat, Ilya Feige:
Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability. NeurIPS 2020 - Tom Heskes, Evi Sijben, Ioan Gabriel Bucur, Tom Claassen:
Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models. NeurIPS 2020 - Amir-Hossein Karimi, Bodo Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera:
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach. NeurIPS 2020 - Hong Qing Yu:
Extracting and Representing Causal Knowledge of Health Condition. BIRDS@SIGIR 2020: 70-78 - Yangyi Lu, Amirhossein Meisami, Ambuj Tewari, William Yan:
Regret Analysis of Bandit Problems with Causal Background Knowledge. UAI 2020: 141-150 - Noah Weber, Rachel Rudinger, Benjamin Van Durme:
Causal Inference of Script Knowledge. CoRR abs/2004.01174 (2020) - Amir-Hossein Karimi, Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera:
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach. CoRR abs/2006.06831 (2020) - Victor Zitian Chen, Felipe Montano-Campos, Wlodek Zadrozny:
Causal Knowledge Extraction from Scholarly Papers in Social Sciences. CoRR abs/2006.08904 (2020)
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