Xianghua Fu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 57

Top Topics

Dimensionality Reduction

Automatic Classification

Sentiment Analysis

Top Venues

Knowl. Based Syst.

Future Gener. Comput. Syst.

Publications

Zi Long, Zhenhao Tang, Xianghua Fu, Jian Chen, Shilong Hou, Jinze Lyu
Exploring the Necessity of Visual Modality in Multimodal Machine Translation using Authentic Datasets. CoRR (2024)
Yu Lu, Yating Hu, Leya Li, Zhanpeng Xu, Hongwei Liu, Huanwen Liang, Xianghua Fu
CvTGNet: A Novel Framework for Chest X-Ray Multi-label Classification. CF (2024)
H. R. Wen, Mingchuan Yuan, Shuxin Wang, Lixin Liang, Xianghua Fu
A Multilevel Wavelet Decomposition Network Hybrid Model Utilizing Cyclic Patterns for Stock Price Prediction. Complex. 2024 (2024)
Yucheng Wu, Shuxin Wang, Xianghua Fu
mWDN-Transformer: Utilizing Cyclical Patterns for Short-Term Forecasting of Limit Order Book in China Markets. CNIOT (2024)
Bowen Zhang, Xianghua Fu, Daijun Ding, Hu Huang, Yangyang Li, Liwen Jing
Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media. CoRR (2023)
Heng Zhao, Yixing Chen, Xianghua Fu
Comparison of Machine Learning Based on Category Theory. J. Web Eng. 22 (1) (2023)
Heng Zhao, Xinran Li, Jiakai Xu, Xianghua Fu, Jiehao Chen
Financial Time Series Data Prediction by Combination Model Adaboost-KNN-LSTM. IJCNN (2023)
Yu Lu, Huanwen Liang, Zichang Yu, Xianghua Fu
MT-1DCG: A Novel Model for Multivariate Time Series Classification. ICIC (2) (2023)
Xiaobing Zhang, Zhenhao Tang, Zi Long, Xianghua Fu
Generalization algorithm of multimodal pre-training model based on graph-text self-supervised training. CoRR (2023)
Bowen Zhang, Xianghua Fu, Chuyao Luo, Yunming Ye, Xutao Li, Liwen Jing
Cross-Domain Aspect-Based Sentiment Classification by Exploiting Domain- Invariant Semantic-Primary Feature. IEEE Trans. Affect. Comput. 14 (4) (2023)
Zhenhao Tang, Xiaobing Zhang, Zi Long, Xianghua Fu
Multimodal Neural Machine Translation with Search Engine Based Image Retrieval. CoRR (2022)
Yucheng Song, Shengbing Ren, Yu Lu, Xianghua Fu, Kelvin Kian Loong Wong
Deep learning-based automatic segmentation of images in cardiac radiography: A promising challenge. Comput. Methods Programs Biomed. 220 (2022)
Wenhao Xie, Xianghua Fu, Xi Zhang, Yu Lu, Yanzhi Wei, Jingying Yang
Topic sentiment analysis using words embeddings dependency in edge social system. Trans. Emerg. Telecommun. Technol. 33 (6) (2022)
Zhenhao Tang, Xiaobing Zhang, Zi Long, Xianghua Fu
Multimodal Neural Machine Translation with Search Engine Based Image Retrieval. WAT@COLING (2022)
Hu Huang, Bowen Zhang, Liwen Jing, Xianghua Fu, Xiaojun Chen, Jianyang Shi
Logic tensor network with massive learned knowledge for aspect-based sentiment analysis. Knowl. Based Syst. 257 (2022)
Huanwen Liang, Yu Lu, Qianying Liu, Xianghua Fu
Fully Automatic Classification of Cardiotocographic Signals with 1D-CNN and Bi-directional GRU. EMBC (2022)
Bowen Zhang, Xu Huang, Zhichao Huang, Hu Huang, Baoquan Zhang, Xianghua Fu, Liwen Jing
Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis. COLING (2022)
Jianwei He, Xianghua Fu, Zi Long, Shuxin Wang, Chaojie Liang, Hongbin Lin
Textbook Question Answering with Multi-type Question Learning and Contextualized Diagram Representation. ICANN (4) (2021)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu, Rukhsana Ruby, Kaishun Wu
Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder. Comput. Informatics 40 (1) (2021)
Xiaoqing Li, Yu Lu, Xianghua Fu, Yingjian Qi
Building the Internet of Things platform for smart maternal healthcare services with wearable devices and cloud computing. Future Gener. Comput. Syst. 118 (2021)
Chaojie Liang, Jingying Yang, Xianghua Fu
Knowledge Graph Enhanced Transformer for Generative Question Answering Tasks. ICANN (1) (2021)
Yu Lu, Huanwen Liang, Shijie Shi, Xianghua Fu
Lung Cancer Detection using a Dilated CNN with VGG16. SPML (2021)
Wenting Wang, Xianghua Fu, Xinze Lin
Edge-Based Sampling for Complex Network with Self-Similar Structure. ISPA/BDCloud/SocialCom/SustainCom (2021)
Yu Lu, Xi Zhang, Liwen Jing, Xianghua Fu
Data Enhancement and Deep Learning for Bone Age Assessment using The Standards of Skeletal Maturity of Hand and Wrist for Chinese. EMBC (2021)
Wenhao Xie, Shuxin Wang, Yanzhi Wei, Yonglin Zhao, Xianghua Fu
Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency. ICA3PP (2) (2020)
Jingying Yang, Xianghua Fu, Shuxin Wang, Wenhao Xie
Lexicon-Enhanced Transformer with Pointing for Domains Specific Generative Question Answering. ICA3PP (3) (2020)
Hongbin Lin, Xi Zhang, Xianghua Fu
A Graph Convolutional Encoder and Decoder Model for Rumor Detection. DSAA (2020)
Yonglin Zhao, Xudong Sun, Shuxin Wang, Jianwei He, Yanzhi Wei, Xianghua Fu
A Semi-supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain. ICA3PP (2) (2020)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu
Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification. Int. J. Comput. Intell. Appl. 19 (1) (2020)
Yanzhi Wei, Xianghua Fu, Shuxin Wang, Wenhao Xie, Jianwei He, Yonglin Zhao
Aspect-Level Sentiment Difference Feature Interaction Matching Model Based on Multi-round Decision Mechanism. ICA3PP (2) (2020)
Yu Lu, Xianghua Fu, Fangxiong Chen, Kelvin Kian Loong Wong
Prediction of fetal weight at varying gestational age in the absence of ultrasound examination using ensemble learning. Artif. Intell. Medicine 102 (2020)
Yu Lu, Xi Zhang, Liwen Jing, Xiaoqing Li, Xianghua Fu
Estimation of the foetal heart rate baseline based on singular spectrum analysis and empirical mode decomposition. Future Gener. Comput. Syst. 112 (2020)
Yu Lu, Xianghua Fu, Xiaoqing Li, Yingjian Qi
Cardiac Chamber Segmentation Using Deep Learning on Magnetic Resonance Images from Patients Before and After Atrial Septal Occlusion Surgery. EMBC (2020)
Yu Lu, Yingjian Qi, Xianghua Fu
A framework for intelligent analysis of digital cardiotocographic signals from IoMT-based foetal monitoring. Future Gener. Comput. Syst. 101 (2019)
Mohammad Sultan Mahmud, Xianghua Fu
Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reduction. ICARM (2019)
Yu Lu, Xi Zhang, Xianghua Fu, Fangxiong Chen, Kelvin Kian Loong Wong
Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age. AAAI (2019)
Xianghua Fu, Yanzhi Wei, Fan Xu, Ting Wang, Yu Lu, Jianqiang Li, Joshua Zhexue Huang
Semi-supervised Aspect-level Sentiment Classification Model based on Variational Autoencoder. Knowl. Based Syst. 171 (2019)
Jianqiang Li, Zhuangzhuang Chen, Luxiang Huang, Min Fang, Bing Li, Xianghua Fu, Huihui Wang, Qingguo Zhao
Automatic Classification of Fetal Heart Rate Based on Convolutional Neural Network. IEEE Internet Things J. 6 (2) (2019)
Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu
Generate pairwise constraints from unlabeled data for semi-supervised clustering. Data Knowl. Eng. 123 (2019)
Xianghua Fu, Xudong Sun, Haiying Wu, Laizhong Cui, Joshua Zhexue Huang
Weakly supervised topic sentiment joint model with word embeddings. Knowl. Based Syst. 147 (2018)
Wangwang Liu, Xianghua Fu
Introduce More Characteristics of Samples into Cross-domain Sentiment Classification. ICPR (2018)
Mohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md Abdul Masud
High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder. AusDM (2018)
Laizhong Cui, Kai Zhang, Genghui Li, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu
Modified Gbest-guided artificial bee colony algorithm with new probability model. Soft Comput. 22 (7) (2018)
Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu
Cluster Survival Model of Concept Drift in Load Profile Data. IEEE Access 6 (2018)
Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu, Mohammad Sultan Mahmud
Slice_OP: Selecting Initial Cluster Centers Using Observation Points. ADMA (2018)
Xianghua Fu, Jingying Yang, Jianqiang Li, Min Fang, Huihui Wang
Lexicon-Enhanced LSTM With Attention for General Sentiment Analysis. IEEE Access 6 (2018)
Laizhong Cui, Peng Ou, Xianghua Fu, Zhenkun Wen, Nan Lu
A novel multi-objective evolutionary algorithm for recommendation systems. J. Parallel Distributed Comput. 103 (2017)
Genghui Li, Laizhong Cui, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu
Artificial bee colony algorithm with gene recombination for numerical function optimization. Appl. Soft Comput. 52 (2017)
Xianghua Fu, Wangwang Liu, Yingying Xu, Laizhong Cui
Combine HowNet lexicon to train phrase recursive autoencoder for sentence-level sentiment analysis. Neurocomputing 241 (2017)
Laizhong Cui, Linyong Dong, Xianghua Fu, Zhenkun Wen, Nan Lu, Guanjing Zhang
A video recommendation algorithm based on the combination of video content and social network. Concurr. Comput. Pract. Exp. 29 (14) (2017)
Laizhong Cui, Lili Sun, Xianghua Fu, Nan Lu, Guanjing Zhang
Exploring A Trust Based Recommendation Approach for Videos in Online Social Network. J. Signal Process. Syst. 86 (2-3) (2017)
Xianghua Fu, Jianqiang Li, Kun Yang, Laizhong Cui, Lei Yang
Dynamic Online HDP model for discovering evolutionary topics from Chinese social texts. Neurocomputing 171 (2016)
Jianqiang Li, Shen-peng Zhang, Lei Yang, Xianghua Fu, Zhong Ming, Gang Feng
Accurate RFID localization algorithm with particle swarm optimization based on reference tags. J. Intell. Fuzzy Syst. 31 (5) (2016)
Xianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, Ting Wang
Long Short-term Memory Network over Rhetorical Structure Theory for Sentence-level Sentiment Analysis. ACML (2016)
Xianghua Fu, Ting Wang, Jing Li, Chong Yu, Wangwang Liu
Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model. ACML (2016)
Jianqiang Li, Jing Li, Xianghua Fu, Md Abdul Masud, Joshua Zhexue Huang
Learning distributed word representation with multi-contextual mixed embedding. Knowl. Based Syst. 106 (2016)
Xianghua Fu, Haiying Wu, Laizhong Cui
Topic Sentiment Joint Model with Word Embeddings. DMNLP@PKDD/ECML (2016)
Xianghua Fu, Kun Yang, Joshua Zhexue Huang, Laizhong Cui
Dynamic non-parametric joint sentiment topic mixture model. Knowl. Based Syst. 82 (2015)
Laizhong Cui, Genghui Li, Xianghua Fu, Nan Lu
CPPStreaming: A Cloud-Assisted Peer-to-Peer Live Streaming System. HPCC/CSS/ICESS (2015)
Xianghua Fu, Yingying Xu
Recursive Autoencoder with HowNet Lexicon for Sentence-Level Sentiment Analysis. ASE BD&SI (2015)
Xianghua Fu, Chao Wang, Zhiqiang Wang, Zhong Ming
Threshold Random Walkers for Community Structure Detection in Complex Networks. J. Softw. 8 (2) (2013)
Xianghua Fu, Guo Liu, Yanyan Guo, Zhiqiang Wang
Multi-aspect sentiment analysis for Chinese online social reviews based on topic modeling and HowNet lexicon. Knowl. Based Syst. 37 (2013)
Xianghua Fu, Xueping Guo, Chao Wang, Zhiqiang Wang
Overlapping community discovery based on core nodes and LDA topic modeling. FSKD (2012)
Xianghua Fu, Yanyan Guo, Wubiao Guo, Zhiqiang Wang
Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering. ISNN (2) (2012)
Xianghua Fu, Guo Liu, Yanyan Guo, Wubiao Guo
Multi-aspect Blog Sentiment Analysis Based on LDA Topic Model and Hownet Lexicon. WISM (2) (2011)
Xianghua Fu, LianDong Liu, TianXue Gong, Lan Tao
Improving Text Classification with Concept Index Terms and Expansion Terms. ISNN (3) (2011)
Xianghua Fu, Dongjian Chen, Xueping Guo, Chao Wang
Query Classification Based on Index Association Rule Expansion. WISM (2) (2011)
Weixiang Liu, Songfeng Zheng, Sen Jia, LinLin Shen, Xianghua Fu
Sparse nonnegative matrix factorization with the elastic net. BIBM (2010)
Zhiqiang Wang, Xiaogang Peng, Xianghua Fu, Jianyong Chen
Research on the Semantics Based Cross-Media Information Retrieval. CSIE (4) (2009)
Xiaogang Peng, Zhen Ji, Xianghua Fu
Category Expansion by Clustering in Webpage Classification. ICIC (3) (2007)
Guanqun Zhang, Xianghua Fu, Shenli Song, Ming Zhu, Ming Zhang
Process Driven Data Access Component Generation. DEECS (2006)
Xianghua Fu, Zhiqiang Wang, Boqin Feng
A Constructive Algorithm for Training Heterogeneous Neural Network Ensemble. RSKT (2006)
Xianghua Fu, Boqin Feng
Content Filtering of Decentralized P2P Search System Based on Heterogeneous Neural Networks Ensemble. ISNN (3) (2005)
Xianghua Fu, Zhaofeng Ma, Boqin Feng
Kernel-Based Semantic Text Categorization for Large Scale Web Information Organization. GCC (2004)