Research output per year
Research output per year
Search results
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2024
A fusion of centrality and correlation for feature selection
Qiu, P., Zhang, C., Gao, D. & Niu, Z., 1 May 2024, In: Expert Systems with Applications. 241, 122548.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion
Guo, J., Zhang, C., Li, L., Xue, X. & Niu, Z., 2024, 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 13686-13696 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
COVID-19 detection from chest X-ray images using CLAHE-YCrCb, LBP, and machine learning algorithms
Prince, R., Niu, Z., Khan, Z. Y., Emmanuel, M. & Patrick, N., Dec 2024, In: BMC Bioinformatics. 25, 1, 28.Research output: Contribution to journal › Article › peer-review
Open Access13 Citations (Scopus) -
DHMFRD – TER: a deep hybrid model for fake review detection incorporating review texts, emotions, and ratings
Duma, R. A., Niu, Z., Nyamawe, A., Tchaye-Kondi, J., Chambua, J. & Yusuf, A. A., Jan 2024, In: Multimedia Tools and Applications. 83, 2, p. 4533-4549 17 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Learning Informative Representation for Fairness-Aware Multivariate Time-Series Forecasting: A Group-Based Perspective
He, H., Zhang, Q., Wang, S., Yi, K., Niu, Z. & Cao, L., 1 Jun 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 6, p. 2504-2516 13 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Multiple Knowledge-Enhanced Meteorological Social Briefing Generation
Shi, K., Peng, X., Lu, H., Zhu, Y. & Niu, Z., 1 Apr 2024, In: IEEE Transactions on Computational Social Systems. 11, 2, p. 2002-2013 12 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification
Xue, X., Zhang, C., Xu, T. & Niu, Z., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 17, p. 19341-19349 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Citations (Scopus) -
融合趋势嵌入和粒度增强网络的小样本医学时间序列预测
Translated title of the contribution: Small Sample Medical Time Series Forecasting with Trend Embedding and Granularity Enhanced NetworkYu, J., Zhang, C., Xue, X., Xue, X. & Niu, Z., Jun 2024, In: Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics. 36, 6, p. 948-959 12 p.Research output: Contribution to journal › Article › peer-review
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2023
A Deep Hybrid Model for fake review detection by jointly leveraging review text, overall ratings, and aspect ratings
Duma, R. A., Niu, Z., Nyamawe, A. S., Tchaye-Kondi, J. & Yusuf, A. A., May 2023, In: Soft Computing. 27, 10, p. 6281-6296 16 p.Research output: Contribution to journal › Article › peer-review
19 Citations (Scopus) -
A Local Self-Attention Sentence Model for Answer Selection Task in CQA Systems
Liu, D., Lu, H., Yuan, Y., Qin, R., Zhu, Y., Zhang, C. & Niu, Z., 1 Dec 2023, In: IEEE Transactions on Computational Social Systems. 10, 6, p. 3283-3294 12 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
A Novel Hybrid Machine Learning Model for Analyzing E-Learning Users’ Satisfaction
Sandiwarno, S., Niu, Z. & Nyamawe, A. S., 2023, (Accepted/In press) In: International Journal of Human-Computer Interaction.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
Application of Social Sensors in Natural Disasters Emergency Management: A Review
Shi, K., Peng, X., Lu, H., Zhu, Y. & Niu, Z., 1 Dec 2023, In: IEEE Transactions on Computational Social Systems. 10, 6, p. 3143-3158 16 p.Research output: Contribution to journal › Article › peer-review
23 Citations (Scopus) -
BDC:Using BERT and Deep Clustering to Improve Chinese Proper Noun Recognition
Ma, Y., He, H. & Niu, Z., 2023, In: Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE. 2023-July, p. 57-62 6 p.Research output: Contribution to journal › Conference article › peer-review
1 Citation (Scopus) -
Cluster-aware attentive convolutional recurrent network for multivariate time-series forecasting
Bai, S., Zhang, Q., He, H., Hu, L., Wang, S. & Niu, Z., 14 Nov 2023, In: Neurocomputing. 558, 126701.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Constrained Tuple Extraction with Interaction-Aware Network
Xue, X., Zhang, C., Xu, T. & Niu, Z., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 11430-11444 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Graph attention network with dynamic representation of relations for knowledge graph completion
Zhang, X., Zhang, C., Guo, J., Peng, C., Niu, Z. & Wu, X., 1 Jun 2023, In: Expert Systems with Applications. 219, 119616.Research output: Contribution to journal › Article › peer-review
31 Citations (Scopus) -
Multi-Level Attention Map Network for Multimodal Sentiment Analysis
Xue, X., Zhang, C., Niu, Z. & Wu, X., 1 May 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 5, p. 5105-5118 14 p.Research output: Contribution to journal › Article › peer-review
48 Citations (Scopus) -
Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review
Xiang, C., Feng, C., Xie, X., Shi, B., Lu, H., Lv, Y., Yang, M. & Niu, Z., 1 Sept 2023, In: IEEE Intelligent Transportation Systems Magazine. 15, 5, p. 36-58 23 p.Research output: Contribution to journal › Review article › peer-review
53 Citations (Scopus) -
Reasoning Model for Temporal Knowledge Graph Based on Entity Multiple Unit Coding
Peng, C., Zhang, C., Zhang, X., Guo, J. & Niu, Z., 25 Jan 2023, In: Data Analysis and Knowledge Discovery. 7, 1, p. 138-149 12 p.Research output: Contribution to journal › Article › peer-review
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Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network
Zhu, Y., Lin, Q., Lu, H., Shi, K., Liu, D., Chambua, J., Wan, S. & Niu, Z., 1 Apr 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 4, p. 4178-4189 12 p.Research output: Contribution to journal › Article › peer-review
27 Citations (Scopus) -
Research on the multi-source causal feature selection method based on multiple causal relevance
Qiu, P., Niu, Z. & Zhang, C., 8 Apr 2023, In: Knowledge-Based Systems. 265, 110334.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
University Academic Performance Development Prediction Based on TDA
Yu, D., Zhou, X., Pan, Y., Niu, Z., Yuan, X. & Sun, H., Jan 2023, In: Entropy. 25, 1, 24.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
基于学术知识图谱及主题特征嵌入的论文推荐方法
Translated title of the contribution: Paper Recommendation Based on Academic Knowledge Graph and Subject Feature EmbeddingLi, K., Niu, Z., Shi, K. & Qiu, P., May 2023, In: Data Analysis and Knowledge Discovery. 7, 5, p. 48-59 12 p.Research output: Contribution to journal › Article › peer-review
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2022
A dual learning-based recommendation approach
Wan, S., Liu, Y., Qiu, D., Chambua, J. & Niu, Z., 27 Oct 2022, In: Knowledge-Based Systems. 254, 109551.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
Application of Statistical K-Means Algorithm for University Academic Evaluation
Yu, D., Zhou, X., Pan, Y., Niu, Z. & Sun, H., Jul 2022, In: Entropy. 24, 7, 1004.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
Biomedical Text Classification Method Based on Hypergraph Attention Network
Simeng, B., Zhendong, N., Hui, H., Kaize, S., Kun, Y. & Yuanchi, M., 25 Nov 2022, In: Data Analysis and Knowledge Discovery. 6, 11, p. 13-24 12 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting
He, H., Zhang, Q., Bai, S., Yi, K. & Niu, Z., 30 Jun 2022, AAAI-22 Technical Tracks 4. Association for the Advancement of Artificial Intelligence, p. 4030-4038 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
30 Citations (Scopus) -
Cross-modal complementary network with hierarchical fusion for multimodal sentiment classification
Peng, C., Zhang, C., Xue, X., Gao, J., Liang, H. & Niu, Z., 1 Aug 2022, In: Tsinghua Science and Technology. 27, 4, p. 664-679 16 p.Research output: Contribution to journal › Article › peer-review
Open Access27 Citations (Scopus) -
E-CapsGan: Generative adversarial network using capsule network as feature encoder
Xiang, C., Su, M., Zhang, C., Wang, F., Yang, M. & Niu, Z., Jul 2022, In: Multimedia Tools and Applications. 81, 18, p. 26425-26442 18 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Few-Shot Tumor Detection via Feature Reweighting and Knowledge Transferring
Li, L. & Niu, Z., 2022, Proceedings of 2021 International Conference on Autonomous Unmanned Systems, ICAUS 2021. Wu, M., Niu, Y., Gu, M. & Cheng, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 2606-2615 10 p. (Lecture Notes in Electrical Engineering; vol. 861 LNEE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation
Lu, H., Zhu, Y., Lin, Q., Wang, T., Niu, Z. & Herrera-Viedma, E., 1 Apr 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 4, p. 3737-3755 19 p.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus) -
Multi-sensor fusion algorithm in cooperative vehicle-infrastructure system for blind spot warning
Xiang, C., Zhang, L., Xie, X., Zhao, L., Ke, X., Niu, Z. & Wang, F., May 2022, In: International Journal of Distributed Sensor Networks. 18, 5Research output: Contribution to journal › Article › peer-review
Open Access17 Citations (Scopus) -
Neural Time-Aware Sequential Recommendation by Jointly Modeling Preference Dynamics and Explicit Feature Couplings
Zhang, Q., Cao, L., Shi, C. & Niu, Z., 1 Oct 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 10, p. 5125-5137 13 p.Research output: Contribution to journal › Article › peer-review
39 Citations (Scopus) -
Preface: CSTE 2022
Ma, H. & Niu, Z., 2022, In: Proceedings - 2022 4th International Conference on Computer Science and Technologies in Education, CSTE 2022. p. XIIIResearch output: Contribution to journal › Editorial
Open Access -
基于解析图嵌入和加权图卷积网络的知识图谱补全
Translated title of the contribution: Knowledge graph completion based on parsing graph embedding and a weighted graph convolutional networkLuo, M., Zhang, C., Peng, C., Zhang, X., Guo, G. & Niu, Z., 2022, In: Scientia Sinica Informationis. 52, 11, p. 2037-2057 21 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
2021
A Deep Hybrid Model for Recommendation by jointly leveraging ratings, reviews and metadata information
Khan, Z. Y., Niu, Z., Nyamawe, A. S. & Haq, I. U., Jan 2021, In: Engineering Applications of Artificial Intelligence. 97, 104066.Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus) -
CNN with depthwise separable convolutions and combined kernels for rating prediction
Khan, Z. Y. & Niu, Z., 15 May 2021, In: Expert Systems with Applications. 170, 114528.Research output: Contribution to journal › Article › peer-review
90 Citations (Scopus) -
Deep learning techniques for rating prediction: a survey of the state-of-the-art
Khan, Z. Y., Niu, Z., Sandiwarno, S. & Prince, R., Jan 2021, In: Artificial Intelligence Review. 54, 1, p. 95-135 41 p.Research output: Contribution to journal › Article › peer-review
53 Citations (Scopus) -
Disambiguating author names with embedding heterogeneous information and attentive rnn clustering parameters
Ruolin, W., Zhendong, N., Qika, L., Yifan, Z., Ping, Q., Hao, L. & Donglei, L., 2021, In: Data Analysis and Knowledge Discovery. 5, 8, p. 13-24 12 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
EKGTF: A knowledge-enhanced model for optimizing social network-based meteorological briefings
Shi, K., Wang, Y., Lu, H., Zhu, Y. & Niu, Z., Jul 2021, In: Information Processing and Management. 58, 4, 102564.Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus) -
Hybrid microblog recommendation with heterogeneous features using deep neural network
Gao, J., Zhang, C., Xu, Y., Luo, M. & Niu, Z., 1 Apr 2021, In: Expert Systems with Applications. 167, 114191.Research output: Contribution to journal › Article › peer-review
19 Citations (Scopus) -
Improving University Faculty Evaluations via multi-view Knowledge Graph
Lin, Q., Zhu, Y., Lu, H., Shi, K. & Niu, Z., Apr 2021, In: Future Generation Computer Systems. 117, p. 181-192 12 p.Research output: Contribution to journal › Article › peer-review
31 Citations (Scopus) -
Learning deep relevance couplings for ad-hoc document retrieval
Hao, S., Shi, C., Cao, L., Niu, Z. & Guo, P., 30 Nov 2021, In: Expert Systems with Applications. 183, 115335.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Learning Strategy Based on Deep Knowledge Tracing
Tian, Y., Niu, Z. & Liu, D., May 2021, Proceedings - 2021 3rd International Conference on Computer Science and Technologies in Education, CSTE 2021. Institute of Electrical and Electronics Engineers Inc., p. 75-79 5 p. (Proceedings - 2021 3rd International Conference on Computer Science and Technologies in Education, CSTE 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Position-aware stepwise tagging method for triples extraction of entity-relationship
Yuan, W., Kaize, S. & Zhendong, N., 25 Oct 2021, In: Data Analysis and Knowledge Discovery. 5, 10, p. 71-80 10 p.Research output: Contribution to journal › Article › peer-review
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Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks
Zhu, Y., Lin, Q., Lu, H., Shi, K., Qiu, P. & Niu, Z., 5 Mar 2021, In: Knowledge-Based Systems. 215, 106744.Research output: Contribution to journal › Article › peer-review
53 Citations (Scopus) -
Review text based rating prediction approaches: preference knowledge learning, representation and utilization
Chambua, J. & Niu, Z., Feb 2021, In: Artificial Intelligence Review. 54, 2, p. 1171-1200 30 p.Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus) -
Social Signal-Driven Knowledge Automation: A Focus on Social Transportation
Lu, H., Zhu, Y., Yuan, Y., Gong, W., Li, J., Shi, K., Lv, Y., Niu, Z. & Wang, F. Y., Jun 2021, In: IEEE Transactions on Computational Social Systems. 8, 3, p. 737-753 17 p., 9374560.Research output: Contribution to journal › Article › peer-review
25 Citations (Scopus) -
TCIC_FS: Total correlation information coefficient-based feature selection method for high-dimensional data
Qiu, P. & Niu, Z., 14 Nov 2021, In: Knowledge-Based Systems. 231, 107418.Research output: Contribution to journal › Article › peer-review
21 Citations (Scopus) -
基于深度随机森林的商品类超短文本分类研究
Translated title of the contribution: Research on Classification of Commodity Ultra-Short Text Based on Deep Random ForestNiu, Z., Shi, P., Zhu, Y. & Zhang, S., Dec 2021, In: Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology. 41, 12, p. 1277-1285 9 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus)
