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Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction Journal article
Yuhuan Lu, Dingqi Yang, Pengyang Wang, Paolo Rosso, Philippe Cudre-Mauroux. Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36(6), 2614-2628.
Authors:  Yuhuan Lu;  Dingqi Yang;  Pengyang Wang;  Paolo Rosso;  Philippe Cudre-Mauroux
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2023/12/13
Hyper-relation  Knowledge Graph Embedding  Link Prediction  Schema  
Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning Conference paper
Yu, Weijian, Yang, Jie, Yang, Dingqi. Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning[C], New York, NY, United States:Association for Computing Machinery, Inc, 2024, 2282-2293.
Authors:  Yu, Weijian;  Yang, Jie;  Yang, Dingqi
Favorite | TC[Scopus]:1 | Submit date：2024/06/05
Hyper-relation  Link Prediction  Noisy Knowledge Graph  
Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method Journal article
Long, Zhe, Chen, Jinjin, Zhang, Zuping. Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2023, 37(13), 2350029.
Authors:  Long, Zhe;  Chen, Jinjin;  Zhang, Zuping
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0.9/1.0 | Submit date：2024/01/10
Automatic Number Plate Recognition (Anpr) Data  Knowledge Representation Learning  Link Prediction  Temporal Knowledge Graph  Vehicle Trajectory Completion  
Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks Journal article
Wang, Huan, Liu, Ruigang, Shi, Chuanqi, Chen, Junyang, Fang, Lei, Liu, Shun, Gong, Zhiguo. Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks[J]. ACM Transactions on Knowledge Discovery from Data, 2023, 18(2).
Authors:  Wang, Huan;  Liu, Ruigang;  Shi, Chuanqi;  Chen, Junyang;  Fang, Lei; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.0/3.9 | Submit date：2024/01/10
Edge-type Disturbance  Heterogeneous Network  Link Prediction  
Expanding potential targets of herbal chemicals by node2vec based on herb–drug interactions Journal article
Dai-yan Zhang, Wen-qing Cui, Ling Hou, Jing Yang, Li-yang Lyu, Ze-yu Wang, Ke-Gang Linghu, Wen-bin He, Hua Yu, Yuan-jia Hu. Expanding potential targets of herbal chemicals by node2vec based on herb–drug interactions[J]. Chinese Medicine (United Kingdom), 2023, 18(1), 64.
Authors:  Dai-yan Zhang;  Wen-qing Cui;  Ling Hou;  Jing Yang;  Li-yang Lyu; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:5.3/5.5 | Submit date：2023/08/03
Cardiovascular Disease  Herb–drug Interaction  Link Prediction  Node2vec  Traditional Medicine  
Complex graph convolutional network for link prediction in knowledge graphs Journal article
Zeb, Adnan, Saif, Summaya, Chen, Junde, Haq, Anwar Ul, Gong, Zhiguo, Zhang, Defu. Complex graph convolutional network for link prediction in knowledge graphs[J]. Expert Systems with Applications, 2022, 200, 116796.
Authors:  Zeb, Adnan;  Saif, Summaya;  Chen, Junde;  Haq, Anwar Ul;  Gong, Zhiguo; et al.
Favorite | TC[WOS]:35 TC[Scopus]:44  IF:7.5/7.6 | Submit date：2022/05/13
Knowledge Graph  Link Prediction  Graph Convolutional Network  Complex Embeddings  Tensor Decomposition  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Zeb, Adnan, Ul Haq, Anwar, Zhang, Defu, Chen, Junde, Gong, Zhiguo. KGEL: A novel end-to-end embedding learning framework for knowledge graph completion[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 167, 114164.
Authors:  Zeb, Adnan;  Ul Haq, Anwar;  Zhang, Defu;  Chen, Junde;  Gong, Zhiguo
Favorite | TC[WOS]:19 TC[Scopus]:29  IF:7.5/7.6 | Submit date：2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Zeb, Adnan, Ul Haq, Anwar, Zhang, Defu, Chen, Junde, Gong, Zhiguo. KGEL: A novel end-to-end embedding learning framework for knowledge graph completion[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 167, 114164.
Authors:  Zeb, Adnan;  Ul Haq, Anwar;  Zhang, Defu;  Chen, Junde;  Gong, Zhiguo
Favorite | TC[WOS]:19 TC[Scopus]:29  IF:7.5/7.6 | Submit date：2022/08/26
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction Conference paper
Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux. Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction[C], ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA:Association for Computing Machinery, 2020, 1885-1896.
Authors:  Paolo Rosso;  Dingqi Yang;  Philippe Cudré-Mauroux
Favorite | TC[WOS]:75 TC[Scopus]:111 | Submit date：2021/03/11
Knowledge Graph Embedding  Hyper-relation  Link Prediction  
Novel Compound-Target Interactions Prediction for the Herbal Formula Hua-Yu-Qiang-Shen-Tong-Bi-Fang Journal article
Zihao Wang, Hui-Heng Lin, Kegang Linghu, Run-Yue Huang, Guangyao Li, Huali Zuo, Hua Yu, Ging Chan, Yuanjia Hu. Novel Compound-Target Interactions Prediction for the Herbal Formula Hua-Yu-Qiang-Shen-Tong-Bi-Fang[J]. CHEMICAL & PHARMACEUTICAL BULLETIN, 2019, 67(8), 778-785.
Authors:  Zihao Wang;  Hui-Heng Lin;  Kegang Linghu;  Run-Yue Huang;  Guangyao Li; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:1.5/1.7 | Submit date：2020/01/06
Herbal Formula  Hua-yu-qiang-shen-tong-bi-fang  Natural Product  In-silico Target Identification  Network Link Prediction