@@ -170,23 +170,27 @@ bridge.test(test_data) | |||||
## References | ## References | ||||
For more information about ABL, please refer to: [Zhou, 2019](https://link.springer.com/epdf/10.1007/s11432-018-9801-4?author_access_token=jgJe1Ox3Mk-K7ORSnX7jtfe4RwlQNchNByi7wbcMAY7_PxTx-xNLP7Lp0mIZ04ORp3VG4wioIBHSCIAO3B_TBJkj87YzapmdnYVSQvgBIO3aEpQWppxZG25KolINetygc2W_Cj2gtoBdiG_J1hU3pA==) and [Zhou and Huang, 2022](https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf). | |||||
For more information about ABL, please refer to: [Zhou, 2019](http://scis.scichina.com/en/2019/076101.pdf) and [Zhou and Huang, 2022](https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf). | |||||
```latex | ```latex | ||||
@article{zhou2019abductive, | @article{zhou2019abductive, | ||||
title={Abductive learning: towards bridging machine learning and logical reasoning}, | |||||
author={Zhou, Zhi-Hua}, | |||||
journal={Science China Information Sciences}, | |||||
volume={62}, | |||||
pages={1--3}, | |||||
year={2019}, | |||||
publisher={Science China Press}} | |||||
title = {Abductive learning: towards bridging machine learning and logical reasoning}, | |||||
author = {Zhou, Zhi-Hua}, | |||||
journal = {Science China Information Sciences}, | |||||
volume = {62}, | |||||
number = {7}, | |||||
pages = {76101}, | |||||
year = {2019} | |||||
} | |||||
@incollection{zhou2022abductive, | @incollection{zhou2022abductive, | ||||
title={Abductive Learning}, | |||||
author={Zhou, Zhi-Hua and Huang, Yu-Xuan}, | |||||
booktitle={Neuro-Symbolic Artificial Intelligence: The State of the Art}, | |||||
pages={353--369}, | |||||
year={2022}, | |||||
publisher={IOS Press}} | |||||
title = {Abductive Learning}, | |||||
author = {Zhou, Zhi-Hua and Huang, Yu-Xuan}, | |||||
booktitle = {Neuro-Symbolic Artificial Intelligence: The State of the Art}, | |||||
editor = {Pascal Hitzler and Md. Kamruzzaman Sarker}, | |||||
publisher = {{IOS} Press}, | |||||
pages = {353--369}, | |||||
address = {Amsterdam}, | |||||
year = {2022} | |||||
} | |||||
``` | ``` |
@@ -57,7 +57,7 @@ is dual-driven by both data and domain knowledge, integrating and | |||||
balancing the use of machine learning and logical reasoning in a unified | balancing the use of machine learning and logical reasoning in a unified | ||||
model. | model. | ||||
For more information about ABL, please refer to: `Zhou, 2019 <https://link.springer.com/epdf/10.1007/s11432-018-9801-4?author_access_token=jgJe1Ox3Mk-K7ORSnX7jtfe4RwlQNchNByi7wbcMAY7_PxTx-xNLP7Lp0mIZ04ORp3VG4wioIBHSCIAO3B_TBJkj87YzapmdnYVSQvgBIO3aEpQWppxZG25KolINetygc2W_Cj2gtoBdiG_J1hU3pA==>`_ | |||||
For more information about ABL, please refer to: `Zhou, 2019 <http://scis.scichina.com/en/2019/076101.pdf>`_ | |||||
and `Zhou and Huang, 2022 <https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf>`_. | and `Zhou and Huang, 2022 <https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf>`_. | ||||
.. _abd: | .. _abd: | ||||
@@ -56,5 +56,5 @@ For Windows and Mac users, please refer to the `Swi-Prolog Install Guide <https: | |||||
References | References | ||||
---------- | ---------- | ||||
For more information about ABL, please refer to: `Zhou, 2019 <https://link.springer.com/epdf/10.1007/s11432-018-9801-4?author_access_token=jgJe1Ox3Mk-K7ORSnX7jtfe4RwlQNchNByi7wbcMAY7_PxTx-xNLP7Lp0mIZ04ORp3VG4wioIBHSCIAO3B_TBJkj87YzapmdnYVSQvgBIO3aEpQWppxZG25KolINetygc2W_Cj2gtoBdiG_J1hU3pA==>`_ | |||||
For more information about ABL, please refer to: `Zhou, 2019 <http://scis.scichina.com/en/2019/076101.pdf>`_ | |||||
and `Zhou and Huang, 2022 <https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf>`_. | and `Zhou and Huang, 2022 <https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf>`_. |
@@ -1,7 +1,7 @@ | |||||
References | References | ||||
========== | ========== | ||||
Zhi-Hua Zhou. `Abductive learning: Towards bridging machine learning and logical reasoning. <https://link.springer.com/epdf/10.1007/s11432-018-9801-4?author_access_token=jgJe1Ox3Mk-K7ORSnX7jtfe4RwlQNchNByi7wbcMAY7_PxTx-xNLP7Lp0mIZ04ORp3VG4wioIBHSCIAO3B_TBJkj87YzapmdnYVSQvgBIO3aEpQWppxZG25KolINetygc2W_Cj2gtoBdiG_J1hU3pA==>`_. **Science China Information Sciences**, 2019, 62: 076101. | |||||
Zhi-Hua Zhou. `Abductive learning: Towards bridging machine learning and logical reasoning. <http://scis.scichina.com/en/2019/076101.pdf>`_. **Science China Information Sciences**, 2019, 62: 076101. | |||||
Zhi-Hua Zhou and Yu-Xuan Huang. `Abductive learning <https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf>`_. In P. Hitzler and M. K. Sarker eds., **Neuro-Symbolic Artificial Intelligence: The State of the Art**, IOP Press, Amsterdam, 2022, p.353-379 | Zhi-Hua Zhou and Yu-Xuan Huang. `Abductive learning <https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf>`_. In P. Hitzler and M. K. Sarker eds., **Neuro-Symbolic Artificial Intelligence: The State of the Art**, IOP Press, Amsterdam, 2022, p.353-379 | ||||