Zhendong Niu
Orcid: 0000-0002-0576-7572
According to our database1,
Zhendong Niu
authored at least 215 papers
between 1998 and 2025.
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Bibliography
2025
Inf. Process. Manag., 2025
2024
COVID-19 detection from chest X-ray images using CLAHE-YCrCb, LBP, and machine learning algorithms.
BMC Bioinform., December, 2024
ACM Trans. Inf. Syst., September, 2024
Fake review detection techniques, issues, and future research directions: a literature review.
Knowl. Inf. Syst., September, 2024
Int. J. Hum. Comput. Interact., August, 2024
Learning Informative Representation for Fairness-Aware Multivariate Time-Series Forecasting: A Group-Based Perspective.
IEEE Trans. Knowl. Data Eng., June, 2024
IEEE Trans. Comput. Soc. Syst., April, 2024
DHMFRD - TER: a deep hybrid model for fake review detection incorporating review texts, emotions, and ratings.
Multim. Tools Appl., January, 2024
A survey of sequential recommendation systems: Techniques, evaluation, and future directions.
Inf. Syst., 2024
Expert Syst. Appl., 2024
Expert Syst. Appl., 2024
CoRR, 2024
Comput. J., 2024
Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Comput. Soc. Syst., December, 2023
IEEE Trans. Comput. Soc. Syst., December, 2023
Cluster-aware attentive convolutional recurrent network for multivariate time-series forecasting.
Neurocomputing, November, 2023
Graph attention network with dynamic representation of relations for knowledge graph completion.
Expert Syst. Appl., June, 2023
IEEE Trans. Knowl. Data Eng., May, 2023
A Deep Hybrid Model for fake review detection by jointly leveraging review text, overall ratings, and aspect ratings.
Soft Comput., May, 2023
Recommending Learning Objects Through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network.
IEEE Trans. Knowl. Data Eng., April, 2023
Research on the multi-source causal feature selection method based on multiple causal relevance.
Knowl. Based Syst., April, 2023
Entropy, January, 2023
IEEE Intell. Transp. Syst. Mag., 2023
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
V2I-BEVF: Multi-modal Fusion Based on BEV Representation for Vehicle-Infrastructure Perception.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Neural Time-Aware Sequential Recommendation by Jointly Modeling Preference Dynamics and Explicit Feature Couplings.
IEEE Trans. Neural Networks Learn. Syst., 2022
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation.
IEEE Trans. Intell. Transp. Syst., 2022
Multim. Tools Appl., 2022
Multi-sensor fusion algorithm in cooperative vehicle-infrastructure system for blind spot warning.
Int. J. Distributed Sens. Networks, 2022
Entropy, 2022
CoRR, 2022
Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting.
CoRR, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Comput. Soc. Syst., 2021
Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks.
Knowl. Based Syst., 2021
TCIC_FS: Total correlation information coefficient-based feature selection method for high-dimensional data.
Knowl. Based Syst., 2021
EKGTF: A knowledge-enhanced model for optimizing social network-based meteorological briefings.
Inf. Process. Manag., 2021
Future Gener. Comput. Syst., 2021
CNN with depthwise separable convolutions and combined kernels for rating prediction.
Expert Syst. Appl., 2021
Expert Syst. Appl., 2021
Hybrid microblog recommendation with heterogeneous features using deep neural network.
Expert Syst. Appl., 2021
A Deep Hybrid Model for Recommendation by jointly leveraging ratings, reviews and metadata information.
Eng. Appl. Artif. Intell., 2021
MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning.
CoRR, 2021
Artif. Intell. Rev., 2021
Review text based rating prediction approaches: preference knowledge learning, representation and utilization.
Artif. Intell. Rev., 2021
2020
A Hybrid E-Learning Recommendation Approach Based on Learners' Influence Propagation.
IEEE Trans. Knowl. Data Eng., 2020
Automatic generation of meteorological briefing by event knowledge guided summarization model.
Knowl. Based Syst., 2020
Heterogeneous teaching evaluation network based offline course recommendation with graph learning and tensor factorization.
Neurocomputing, 2020
Deep residual network for highly accelerated fMRI reconstruction using variable density spiral trajectory.
Neurocomputing, 2020
Neurocomputing, 2020
Wide-grained capsule network with sentence-level feature to detect meteorological event in social network.
Future Gener. Comput. Syst., 2020
Empir. Softw. Eng., 2020
A Session-based Job Recommendation System Combining Area Knowledge and Interest Graph Neural Networks.
Proceedings of the 32nd International Conference on Software Engineering and Knowledge Engineering, 2020
Learning Semantic Concepts and Temporal Alignment for Narrated Video Procedural Captioning.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
An Auxiliary System for Calculating Effective Connectivity from Co-Activation Network Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Academic rising star prediction via scholar's evaluation model and machine learning techniques.
Scientometrics, 2019
Multi-task learning model based on recurrent convolutional neural networks for citation sentiment and purpose classification.
Neurocomputing, 2019
Expert Syst. Appl., 2019
Expert Syst. Appl., 2019
Comput. Appl. Eng. Educ., 2019
Proceedings of the 27th IEEE International Requirements Engineering Conference, 2019
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019
Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference (HPCCT 2019) and of the 2nd International Conference on Big Data and Artificial Intelligence (BDAI 2019), Guangzhou, China, June 22, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
IEEE Trans. Ind. Informatics, 2018
A hybrid recommender system for e-learning based on context awareness and sequential pattern mining.
Soft Comput., 2018
Sensing Urban Transportation Events from Multi-Channel Social Signals with the Word2vec Fusion Model.
Sensors, 2018
An e-learning recommendation approach based on the self-organization of learning resource.
Knowl. Based Syst., 2018
基于细粒度学习情感本体的学习效果评估方法 - - 以算法设计与分析课程为例 (Learning Effect Evaluation Method Based on Fine-granularity Learning Emotion Ontology - - Taking Algorithm Design and Analysis Course as Example).
计算机科学, 2018
Tensor factorization method based on review text semantic similarity for rating prediction.
Expert Syst. Appl., 2018
Eng. Appl. Artif. Intell., 2018
Data Knowl. Eng., 2018
Autom. Softw. Eng., 2018
Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning.
Artif. Intell. Rev., 2018
IEEE Access, 2018
Heterogeneous Knowledge-Based Attentive Neural Networks for Short-Term Music Recommendations.
IEEE Access, 2018
Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering, 2018
Proceedings of the 26th IEEE International Requirements Engineering Conference, 2018
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018
Proceedings of the Knowledge Science, Engineering and Management, 2018
Citation Function Classification Based on Ontologies and Convolutional Neural Networks.
Proceedings of the Learning Technology for Education Challenges, 2018
Proceedings of the 10th International Conference on Machine Learning and Computing, 2018
Proceedings of the 2018 International Conference on Big Data and Computing, 2018
Improving Citation Sentiment and Purpose Classification Using Hybrid Deep Neural Network Model.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018
2017
A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining.
Future Gener. Comput. Syst., 2017
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017
Proceedings of the Natural Language Processing and Chinese Computing, 2017
Proceedings of the Natural Language Processing and Chinese Computing, 2017
A Survey of Learner and Researcher Related Challenges in E-learning Recommender Systems.
Proceedings of the Learning Technology for Education Challenges, 2017
Proceedings of the International Conference on Video and Image Processing, 2017
Proceedings of the Web and Big Data - First International Joint Conference, 2017
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017
2016
IEEE Trans. Software Eng., 2016
IEEE Trans. Cybern., 2016
A learner oriented learning recommendation approach based on mixed concept mapping and immune algorithm.
Knowl. Based Syst., 2016
ASELM: Adaptive semi-supervised ELM with application in question subjectivity identification.
Neurocomputing, 2016
Int. J. Networked Distributed Comput., 2016
Frontiers Comput. Neurosci., 2016
Proceedings of the Knowledge Science, Engineering and Management, 2016
Proceedings of the 9th International Conference on Educational Data Mining, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
A hybrid approach of topic model and matrix factorization based on two-step recommendation framework.
J. Intell. Inf. Syst., 2015
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
A Novel Method for Clustering Web Search Results with Wikipedia Disambiguation Pages.
Proceedings of the Database Systems for Advanced Applications, 2015
Learning Trend Analysis and Prediction Based on Knowledge Tracing and Regression Analysis.
Proceedings of the Database Systems for Advanced Applications, 2015
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
2014
World Wide Web, 2014
IEEE Syst. J., 2014
Automatic construction of domain-specific sentiment lexicon based on constrained label propagation.
Knowl. Based Syst., 2014
Proceedings of the Web-Age Information Management, 2014
Proceedings of the Technologies and Applications of Artificial Intelligence, 2014
Proceedings of the IEEE 22nd International Requirements Engineering Conference, 2014
Question Classification Based on Fine-Grained PoS Annotation of Nouns and Interrogative Pronouns.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014
Proceedings of the Advances in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection, 2014
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Proceedings of the Fifth International Conference on the Applications of Digital Information and Web Technologies, 2014
Proceedings of the Algorithms and Architectures for Parallel Processing, 2014
Proceedings of the IEEE Computers, 2014
2013
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013
A Novel Method for Identifying Optimal Number of Clusters with Marginal Differential Entropy.
Proceedings of the Web-Age Information Management, 2013
Proceedings of The Twenty-Second Text REtrieval Conference, 2013
Proceedings of the Sixth Text Analysis Conference, 2013
.BIT at TAC 2013 Slot Filler Validation Track.
Proceedings of the Sixth Text Analysis Conference, 2013
Proceedings of the Ninth International Conference on Semantics, Knowledge and Grids, 2013
Proceedings of the Natural Language Processing and Information Systems, 2013
Proceedings of the Natural Language Processing and Information Systems, 2013
Proceedings of the Knowledge Science, Engineering and Management, 2013
Proceedings of the Knowledge Science, Engineering and Management, 2013
Proceedings of the Advances in Web-Based Learning - ICWL 2013 Workshops, 2013
Proceedings of the Advances in Information Retrieval, 2013
Opinion-Based Collaborative Filtering to Solve Popularity Bias in Recommender Systems.
Proceedings of the Database and Expert Systems Applications, 2013
Proceedings of the Asian Conference on Machine Learning, 2013
2012
IEEE Trans. Software Eng., 2012
J. Comput., 2012
Int. J. Knowl. Syst. Sci., 2012
Fine-grained Product Features Extraction and Categorization in Reviews Opinion Mining.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
A test sheet generating algorithm based on intelligent genetic algorithm and hierarchical planning.
Proceedings of the Fourth International Conference on Digital Image Processing, 2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012
2011
IET Softw., 2011
A Chromatic Transient Visual Evoked Potential Based Encoding/Decoding Approach for Brain-Computer Interface.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2011
Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering, 2011
Proceedings of the Knowledge Science, Engineering and Management, 2011
Combining Collaborative Filtering and Sequential Pattern Mining for Recommendation in E-Learning Environment.
Proceedings of the Advances in Web-Based Learning - ICWL 2011, 2011
Proceedings of the Advances in Web-Based Learning - ICWL 2011, 2011
A Discretization Algorithm of Numerical Attributes for Digital Library Evaluation Based on Data Mining Technology.
Proceedings of the Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation, 2011
2010
Intell. Inf. Manag., 2010
Artif. Intell. Medicine, 2010
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of The Nineteenth Text REtrieval Conference, 2010
Proceedings of The Nineteenth Text REtrieval Conference, 2010
Lattice-Context Based Digital Paper Search.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the International Conference on E-Business and E-Government, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the Fifth IEEE International Conference on Digital Information Management, 2010
Evaluation Algorithm about Digital Library Collections Based on Data Mining Technology.
Proceedings of the Role of Digital Libraries in a Time of Global Change, 2010
Proceedings of the International Conference on Data Storage and Data Engineering, 2010
Active Learning Algorithm for Threshold of Decision Probability on Imbalanced Text Classification Based on Protein-Protein Interaction Documents.
Proceedings of the International Conference on Data Storage and Data Engineering, 2010
2009
Proceedings of the Web Information Systems Engineering, 2009
Proceedings of The Eighteenth Text REtrieval Conference, 2009
Proceedings of The Eighteenth Text REtrieval Conference, 2009
Proceedings of the 7th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2009
Semi-supervised Learning of Text Classification on Bacterial Protein-Protein Interaction Documents.
Proceedings of the International Joint Conferences on Bioinformatics, 2009
Proceedings of the iiWAS'2009, 2009
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009
Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009
2008
Proceedings of the PACIIA 2008, 2008
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
A Transformation-Based Error-Driven Learning Approach for Chinese Temporal Information Extraction.
Proceedings of the Information Retrieval Technology, 2008
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008
2007
Proceedings of the Bio-Inspired Computational Intelligence and Applications, 2007
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Cooperative Work for Agent-Based Heterogeneous Information Integrated Retrieval in Digital Libraries.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007
Mining Both Positive and Negative Association Rules from Frequent and Infrequent Itemsets.
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007
2006
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006
2004
Usage of Hybrid Model Based on Concepts Correlations in Adaption to Changes of User's Interest.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1998
Proceedings of the Intelligent Tutoring Systems, 4th International Conference, 1998