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ORCIDXiaohua Hu 0001
Xiaohua Tony Hu
Person information
- affiliation: Drexel University, College of Computing & Informatics, Philadelphia, PA, USA
- affiliation: DMW Software, San Mateo, CA, USA
- affiliation (PhD 1995): University of Regina, Department of Computer Science, SK, Canada
Other persons with the same name
- Xiaohua Hu (aka: Xiao-hua Hu) — disambiguation page
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2020 – today
- 2023
[j105]Weizhong Zhao, Xueling Yuan, Xianjun Shen, Xingpeng Jiang, Chuan Shi, Tingting He, Xiaohua Hu:
Improving drug-drug interactions prediction with interpretability via meta-path-based information fusion. Briefings Bioinform. 24(2) (2023)- [j104]Jiamin Chen
, Jianliang Gao, Tengfei Lyu, Oloulade Babatounde Moctard, Xiaohua Hu:
AutoMSR: Auto Molecular Structure Representation Learning for Multi-label Metabolic Pathway Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3430-3439 (2023) - [j103]Weizhong Zhao, Wenjie Yao, Xingpeng Jiang, Tingting He, Chuan Shi, Xiaohua Hu:
An Explainable Framework for Predicting Drug-Side Effect Associations via Meta-Path-Based Feature Learning in Heterogeneous Information Network. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3635-3647 (2023) - [c256]Rob Fleur, Addy Ireland, Xintong Zhao, Scott McClellan, Eric Paltoo, Tianyu Su, Channyung Lee, Yuan An, Xiaohua Hu, Elif Ertekin, Jane Greenberg:
Investigating Data Reusability in Density Functional Theory Studies. IEEE Big Data 2023: 6143-6144 - [c255]Xintong Zhao, Kyle Langlois, Jacob Furst, Scott McClellan, Rob Fleur, Yuan An, Xiaohua Hu, Fernando J. Uribe-Romo, Diego A. Gómez-Gualdrón, Jane Greenberg:
When LLM Meets Material Science: An Investigation on MOF Synthesis Labeling. IEEE Big Data 2023: 6320-6321 - [c254]Zheng Chen, Ziyan Jiang, Fan Yang, Zhankui He, Yupeng Hou, Eunah Cho, Julian J. McAuley, Aram Galstyan, Xiaohua Hu, Jie Yang:
The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models. CIKM 2023: 5267-5270 - [i12]Yuan An, Jane Greenberg, Alexander Kalinowski, Xintong Zhao, Xiaohua Hu, Fernando J. Uribe-Romo, Kyle Langlois, Jacob Furst, Diego A. Gómez-Gualdrón:
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG). CoRR abs/2309.11361 (2023) - [i11]Xintong Zhao, Kyle Langlois, Jacob Furst, Scott McClellan, Xiaohua Hu, Yuan An, Diego A. Gómez-Gualdrón, Fernando J. Uribe-Romo, Jane Greenberg:
Metadata for Scientific Experiment Reporting: A Case Study in Metal-Organic Frameworks. CoRR abs/2310.12417 (2023) - 2022
- [j102]Weizhong Zhao, Shujie Luo, Haifang Wu, Xingpeng Jiang, Tingting He, Xiaohua Hu:
A multi-label learning framework for predicting antibiotic resistance genes via dual-view modeling. Briefings Bioinform. 23(3) (2022) - [c253]Jiamin Chen, Zhenpeng Wu, Jianliang Gao, Xiaohua Hu:
Glycan Immunogenicity Prediction with Efficient Automatic Graph Neural Network. BIBM 2022: 309-314 - [c252]Yuan An, Jane Greenberg, Xiaohua Hu, Alexander Kalinowski, Xiao Fang, Xintong Zhao, Scott McClellan, Fernando J. Uribe-Romo, Kyle Langlois, Jacob Furst, Diego A. Gómez-Gualdrón, Fernando Fajardo-Rojas, Katherine Ardila, Semion Saikin, Corey A. Harper, Ron Daniel Jr.:
Exploring Pre-Trained Language Models to Build Knowledge Graph for Metal-Organic Frameworks (MOFs). IEEE Big Data 2022: 3651-3658 - [c251]Yue Zhang, Wanying Ding, Ran Xu, Xiaohua Hu:
Visual Emotion Representation Learning via Emotion-Aware Pre-training. IJCAI 2022: 1679-1685 - [c250]Jane Greenberg, Scott McClellan, Xintong Zhao, Elijah J. Kellner, David Venator, Haoran Zhao, Jiacheng Shen, Xiaohua Hu, Yuan An:
Materials Science Ontology Design with an Analytico-Synthetic Facet Analysis Framework. MTSR 2022: 211-221 - [e30]Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan:
IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. IEEE 2022, ISBN 978-1-6654-8045-1 [contents] - [i10]Yuan An, Jane Greenberg, Xintong Zhao, Xiaohua Hu, Scott McClellan, Alexander Kalinowski, Fernando J. Uribe-Romo, Kyle Langlois, Jacob Furst, Diego A. Gómez-Gualdrón, Fernando Fajardo-Rojas, Katherine Ardila:
Building Open Knowledge Graph for Metal-Organic Frameworks (MOF-KG): Challenges and Case Studies. CoRR abs/2207.04502 (2022) - [i9]Jane Greenberg, Scott McClellan, Xintong Zhao, Elijah J. Kellner, David Venator, Haoran Zhao, Jiacheng Shen, Xiaohua Hu, Yuan An:
Materials Science Ontology Design with an Analytico-Synthetic Facet Analysis Framework. CoRR abs/2211.10407 (2022) - 2021
- [j101]Xintong Zhao, Jane Greenberg, Vanessa Meschke, Eric Toberer, Xiaohua Hu:
An exploratory analysis: extracting materials science knowledge from unstructured scholarly data. Electron. Libr. 39(3): 469-485 (2021) - [j100]Weizhong Zhao, Dandan Fang, Jinyong Zhang, Yao Zhao, Xiaowei Xu, Xingpeng Jiang, Xiaohua Hu, Tingting He:
An effective framework for semistructured document classification via hierarchical attention model. Int. J. Intell. Syst. 36(9): 5161-5183 (2021) - [j99]Jianliang Gao, Ling Tian, Tengfei Lv, Jianxin Wang, Bo Song, Xiaohua Hu:
Protein2Vec: Aligning Multiple PPI Networks with Representation Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 18(1): 240-249 (2021) - [j98]Xiao-Fei Zhang, Le Ou-Yang, Ting Yan, Xiaohua Tony Hu, Hong Yan:
A Joint Graphical Model for Inferring Gene Networks Across Multiple Subpopulations and Data Types. IEEE Trans. Cybern. 51(2): 1043-1055 (2021) - [c249]Xintong Zhao, Steven Lopez, Semion Saikin, Xiaohua Hu, Jane Greenberg:
Text to Insight: Accelerating Organic Materials Knowledge Extraction via Deep Learning. ASIST 2021: 558-562 - [c248]Jiamin Chen, Jianliang Gao, Tengfei Lyu, Oloulade Babatounde Moctard, Xiaohua Hu:
Multi-label Metabolic Pathway Prediction with Auto Molecular Structure Representation Learning. BIBM 2021: 171-176 - [c247]Yue Zhang, Wanying Ding, Ran Xu, Xiaohua Hu:
Towards Explainable Visual Emotion Understanding. IEEE BigData 2021: 1155-1162 - [c246]Xintong Zhao, Jane Greenberg, Yuan An, Xiaohua Tony Hu:
Fine-Tuning BERT Model for Materials Named Entity Recognition. IEEE BigData 2021: 3717-3720 - [c245]Xintong Zhao, Jane Greenberg, Scott McClellan, Yong-Jie Hu, Steven Lopez, Semion Saikin, Xiaohua Hu, Yuan An:
Knowledge Graph-Empowered Materials Discovery. IEEE BigData 2021: 4628-4632 - [e29]Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez:
2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021. IEEE 2021, ISBN 978-1-6654-3902-2 [contents] - [i8]Jane Greenberg, Xintong Zhao, Joseph Adair, Joan P. Boone, Xiaohua Tony Hu:
HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science. CoRR abs/2101.07960 (2021) - [i7]Xintong Zhao, Steven Lopez, Semion Saikin, Xiaohua Hu, Jane Greenberg:
Text to Insight: Accelerating Organic Materials Knowledge Extraction via Deep Learning. CoRR abs/2109.12758 (2021) - 2020
- [j97]Jinli Zhang, Zongli Jiang, Zheng Chen, Xiaohua Hu:
WMGCN: Weighted Meta-Graph Based Graph Convolutional Networks for Representation Learning in Heterogeneous Networks. IEEE Access 8: 40744-40754 (2020) - [j96]Jinli Zhang, Zongli Jiang, Yongping Du, Tong Li, Yida Wang, Xiaohua Hu:
Hierarchy construction and classification of heterogeneous information networks based on RSDAEf. Data Knowl. Eng. 127: 101790 (2020) - [j95]Rui Yuan, Le Ou-Yang, Xiaohua Hu, Xiao-Fei Zhang:
Identifying Gene Network Rewiring Using Robust Differential Graphical Model with Multivariate $t$t-Distribution. IEEE ACM Trans. Comput. Biol. Bioinform. 17(2): 712-718 (2020) - [j94]Yuanyuan Ma, Xiaohua Hu, Tingting He, Xingpeng Jiang:
Clustering and Integrating of Heterogeneous Microbiome Data by Joint Symmetric Nonnegative Matrix Factorization with Laplacian Regularization. IEEE ACM Trans. Comput. Biol. Bioinform. 17(3): 788-795 (2020) - [j93]Le Ou-Yang, Xiao-Fei Zhang, Xiaohua Hu, Hong Yan:
Differential Network Analysis via Weighted Fused Conditional Gaussian Graphical Model. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 2162-2169 (2020) - [c244]Jianliang Gao, Ling Tian, Yuxin Liu, Jianxin Wang, Zhao Li, Xiaohua Hu:
Multi-task Based Few-Shot Learning for Disease Similarity Measurement. BIBM 2020: 263-268 - [c243]Jane Greenberg, Xintong Zhao, Joseph Adair, Joan P. Boone, Xiaohua Tony Hu:
HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science. MTSR 2020: 297-307 - [e28]Taesung Park, Young-Rae Cho, Xiaohua Hu, Illhoi Yoo, Hyun Goo Woo, Jianxin Wang, Julio C. Facelli, Seungyoon Nam, Mingon Kang:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020. IEEE 2020, ISBN 978-1-7281-6215-7 [contents] - [e27]Xintao Wu, Chris Jermaine, Li Xiong, Xiaohua Hu, Olivera Kotevska, Siyuan Lu, Weija Xu, Srinivas Aluru, Chengxiang Zhai, Eyhab Al-Masri, Zhiyuan Chen, Jeff Saltz:
2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020. IEEE 2020, ISBN 978-1-7281-6251-5 [contents] - [i6]Zheng Chen, Xinli Yu, Yuan Ling, Xiaohua Hu:
Neural Stochastic Block Model & Scalable Community-Based Graph Learning. CoRR abs/2005.07855 (2020)
2010 – 2019
- 2019
- [j92]Xiao-Fei Zhang, Le Ou-Yang, Shuo Yang, Xiaohua Hu, Hong Yan:
DiffNetFDR: differential network analysis with false discovery rate control. Bioinform. 35(17): 3184-3186 (2019) - [j91]Xiao-Fei Zhang, Le Ou-Yang, Shuo Yang, Xing-Ming Zhao, Xiaohua Hu, Hong Yan:
EnImpute: imputing dropout events in single-cell RNA-sequencing data via ensemble learning. Bioinform. 35(22): 4827-4829 (2019) - [j90]Lei Chen, Hong Song, Chi Wang, Yutao Cui, Jian Yang, Xiaohua Hu, Le Zhang:
Liver tumor segmentation in CT volumes using an adversarial densely connected network. BMC Bioinform. 20-S(16): 587:1-587:13 (2019) - [j89]Jia-Juan Tu, Le Ou-Yang, Xiaohua Hu, Xiao-Fei Zhang:
Inferring Gene Network Rewiring by Combining Gene Expression and Gene Mutation Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16(3): 1042-1048 (2019) - [c242]Jinli Zhang, Xiaohua Hu, Zongli Jiang, Bo Song, Wei Quan, Zheng Chen:
Predicting Disease-related RNA Associations based on Graph Convolutional Attention Network. BIBM 2019: 177-182 - [c241]Ling Tian, Jianliang Gao, Jianxin Wang, Ying Wang, Bo Song, Xiaohua Hu:
Measuring Disease Similarity Based on Multiple Heterogeneous Disease Information Networks. BIBM 2019: 228-231 - [c240]Lei Chen, Hong Song, Qiang Li, Yutao Cui, Jian Yang, Xiaohua Tony Hu:
Liver Segmentation in CT Images Using a Non-Local Fully Convolutional Neural Network. BIBM 2019: 639-642 - [c239]Huiru Zeng, Xiaohua Hu, Leiting Chen, Chuan Zhou, Yang Wen:
Weakly Supervised Learning of Recurrent Residual ConvNets for Pancreas Segmentation in CT Scans. BIBM 2019: 1409-1415 - [c238]Dandan Fang, Jinyong Zhang, Weizhong Zhao, Xiaowei Xu, Xingpeng Jiang, Xiaohua Hu, Tingting He:
Hierarchical-Document-Structure-Aware Attention with Adaptive Cost Sensitive Learning for Biomedical Document Classification. IEEE BigData 2019: 1096-1102 - [c237]Wei Quan, Jinli Zhang, Xiaohua Tony Hu:
End-to-End Joint Opinion Role Labeling with BERT. IEEE BigData 2019: 2438-2446 - [e26]Illhoi Yoo, Jinbo Bi, Xiaohua Hu:
2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019. IEEE 2019, ISBN 978-1-7281-1867-3 [contents] - [e25]Chaitanya K. Baru, Jun Huan, Latifur Khan, Xiaohua Hu, Ronay Ak, Yuanyuan Tian, Roger S. Barga, Carlo Zaniolo, Kisung Lee, Yanfang (Fanny) Ye:
2019 IEEE International Conference on Big Data (IEEE BigData), Los Angeles, CA, USA, December 9-12, 2019. IEEE 2019, ISBN 978-1-7281-0858-2 [contents] - [i5]Xinli Yu, Zheng Chen, Wei-Shih Yang, Xiaohua Hu, Erjia Yan:
Large-Scale Joint Topic, Sentiment & User Preference Analysis for Online Reviews. CoRR abs/1901.04993 (2019) - 2018
- [j88]Xiao-Fei Zhang, Le Ou-Yang, Shuo Yang, Xiaohua Hu, Hong Yan:
DiffGraph: an R package for identifying gene network rewiring using differential graphical models. Bioinform. 34(9): 1571-1573 (2018) - [j87]Jianliang Gao, Bo Song, Xiaohua Hu, Fengxia Yan, Jianxin Wang:
ConnectedAlign: a PPI network alignment method for identifying conserved protein complexes across multiple species. BMC Bioinform. 19-S(9): 129-135 (2018) - [j86]Xianchao Zhu, Xianjun Shen, Xingpeng Jiang, Kaiping Wei, Tingting He, Yuanyuan Ma, Jiaqi Liu, Xiaohua Hu:
Nonlinear expression and visualization of nonmetric relationships in genetic diseases and microbiome data. BMC Bioinform. 19-S(20): 37-48 (2018) - [j85]Ting Xu, Le Ou-Yang, Xiaohua Hu, Xiao-Fei Zhang:
Identifying Gene Network Rewiring by Integrating Gene Expression and Gene Network Data. IEEE ACM Trans. Comput. Biol. Bioinform. 15(6): 2079-2085 (2018) - [c236]Chi Wang, Hong Song, Lei Chen, Qiang Li, Jian Yang, Xiaohua Tony Hu, Le Zhang:
Automatic Liver Segmentation Using Multi-plane Integrated Fully Convolutional Neural Networks. BIBM 2018: 1-6 - [c235]Dan Liu, Xiaohua Hu, Tingting He, Xingpeng Jiang:
Virus-host Association Prediction by using Kernelized Logistic Matrix Factorization on Heterogeneous Networks. BIBM 2018: 108-113 - [c234]Bo Song, Jianliang Gao, Hongliang Du, Zheng Chen, Xiaohua Hu:
Aligning Multiple PPI Networks with Representation Learning on Networks. BIBM 2018: 136-141 - [c233]Yingiun Ma, Limin Yu, Tingting He, Xiaohua Hu, Xingpeng Jiang:
Prediction of Long Non-coding RNA-protein Interaction through Kernel Soft-neighborhood Similarity. BIBM 2018: 193-196 - [c232]Yingiun Ma, Leixin Ge, Yuanyuan Ma, Xingpeng Jiang, Tingting He, Xiaohua Hu:
Kernel Soft-neighborhood Network Fusion for MiRNA-Disease Interaction Prediction. BIBM 2018: 197-200 - [c231]Xianjun Shen, Xue Gong, Xingpeng Jiang, Jincai Yang, Tingting He, Xiaohua Hu:
High-order Organization of Weighted Microbial Interaction Network. BIBM 2018: 206-209 - [c230]Qiang Zhu, Min Pan, Lei Liu, Bojing Li, Tingting He, Xingpeng Jiang, Xiaohua Hu:
An Ensemble Feature Selection Method Based on Deep Forest for Microbiome-Wide Association Studies. BIBM 2018: 248-253 - [c229]Qiang Zhu, Qing Zhu, Min Pan, Xingpeng Jiang, Xiaohua Hu, Tingting He:
The Phylogenetic Tree based Deep Forest for Metagenomic Data Classification. BIBM 2018: 279-282 - [c228]Xusheng Li, Xiaoyan Wang, Ran Zhong, Duo Zhong, Tingting He, Xiaohua Hu, Xingpeng Jiang:
A Hybrid Deep Learning Framework for Bacterial Named Entity Recognition. BIBM 2018: 428-433 - [c227]Yan Yan, Jiangyong Wei, Xiaohua Hu, Tianhai Tian:
Inference of protein-protein networks for triple-negative breast cancer using single-patient proteomic data. BIBM 2018: 2174-2181 - [c226]Zheng Chen, Xinli Yu, Yuan Ling, Bo Song, Wei Quan, Xiaohua Hu, Erjia Yan:
Correlated Anomaly Detection from Large Streaming Data. IEEE BigData 2018: 982-992 - [c225]Wei Quan, Zheng Chen, Jianliang Gao, Xiaohua Tony Hu:
Comparative Study of CNN and LSTM based Attention Neural Networks for Aspect-Level Opinion Mining. IEEE BigData 2018: 2141-2150 - [c224]Yuanyuan Ma, Xiaohua Hu, Tingting He, Xianchao Zhu, Meijun Zhou, Xingpeng Jiang:
ESNMF: Evolutionary Symmetric Nonnegative Matrix Factorization for Dissecting Dynamic Microbial Networks. ICIC (3) 2018: 7-18 - [c223]Sisi Chen, Dan Liu, Jia Zheng, Pingtao Chen, Xiaohua Hu, Xingpeng Jiang:
Predicting Microbe-Disease Association by Kernelized Bayesian Matrix Factorization. ICIC (2) 2018: 389-394 - [c222]Xianjun Shen, Huan Zhu, Xingpeng Jiang, Xiaohua Hu, Jincai Yang:
A Novel Approach Based on Bi-Random Walk to Predict Microbe-Disease Associations. ICIC (3) 2018: 746-752 - [c221]Wei Quan, Zheng Chen, Xiaohua Tony Hu:
BANN: A Framework for Aspect-Level Opinion Mining. ICIT 2018: 224-228 - [e24]Huiru Jane Zheng, Zoraida Callejas, David Griol, Haiying Wang, Xiaohua Hu, Harald H. H. W. Schmidt, Jan Baumbach, Julie Dickerson, Le Zhang:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, Madrid, Spain, December 3-6, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-5488-0 [contents] - [e23]Naoki Abe, Huan Liu, Calton Pu, Xiaohua Hu, Nesreen K. Ahmed, Mu Qiao, Yang Song, Donald Kossmann, Bing Liu, Kisung Lee, Jiliang Tang, Jingrui He, Jeffrey S. Saltz:
IEEE International Conference on Big Data (IEEE BigData 2018), Seattle, WA, USA, December 10-13, 2018. IEEE 2018, ISBN 978-1-5386-5035-6 [contents] - [i4]Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu:
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews. CoRR abs/1812.07805 (2018) - [i3]Zheng Chen, Xinli Yu, Chi Zhang, Jin Zhang, Cui Lin, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang, Erjia Yan:
Fast Botnet Detection From Streaming Logs Using Online Lanczos Method. CoRR abs/1812.07810 (2018) - [i2]Zheng Chen, Xinli Yu, Yuan Ling, Bo Song, Wei Quan, Xiaohua Hu, Erjia Yan:
Correlated Anomaly Detection from Large Streaming Data. CoRR abs/1812.09387 (2018) - 2017
- [j84]Ye-tian Fan, Xiwei Tang, Xiaohua Hu, Wei Wu, Qing Ping:
Prediction of essential proteins based on subcellular localization and gene expression correlation. BMC Bioinform. 18(S-13): 13-21 (2017) - [j83]Jincai Yang, Huichao Gu, Xingpeng Jiang, Qingyang Huang, Xiaohua Hu, Xianjun Shen:
Identifying the Risky SNP of Osteoporosis with ID3-PEP Decision Tree Algorithm. Complex. 2017: 9194801:1-9194801:8 (2017) - [j82]Mengwen Liu, Wanying Ding, Dae Hoon Park, Yi Fang, Rui Yan, Xiaohua Hu:
Which used product is more sellable? A time-aware approach. Inf. Retr. J. 20(2): 81-108 (2017) - [j81]Mengwen Liu, Yi Fang, Alexander G. Choulos, Dae Hoon Park, Xiaohua Hu:
Product review summarization through question retrieval and diversification. Inf. Retr. J. 20(6): 575-605 (2017) - [j80]Yong Zhang, Xiaohua Hu, Xingpeng Jiang:
Multi-View Clustering of Microbiome Samples by Robust Similarity Network Fusion and Spectral Clustering. IEEE ACM Trans. Comput. Biol. Bioinform. 14(2): 264-271 (2017) - [j79]Xingpeng Jiang, Xiaohua Hu, Weiwei Xu:
Microbiome Data Representation by Joint Nonnegative Matrix Factorization with Laplacian Regularization. IEEE ACM Trans. Comput. Biol. Bioinform. 14(2): 353-359 (2017) - [c220]Chunyu Zhao, Yizhou Zang, Wei Quan, Xiaohua Hu, Ahmet Sacan:
HIV1-human protein-protein interaction prediction based on interface architecture similarity. BIBM 2017: 97-100 - [c219]Xiaoyan Wang, Xingpeng Jiang, Mengwen Liu, Tingting He, Xiaohua Hu:
Bacterial named entity recognition based on dictionary and conditional random field. BIBM 2017: 439-444 - [c218]Xianjun Shen, Xianchao Zhu, Xingpeng Jiang, Tingting He, Xiaohua Hu:
Visualization of disease relationships by multiple maps t-SNE regularization based on Nesterov accelerated gradient. BIBM 2017: 604-607 - [c217]Jincai Yang, Fuli Zhang, Xingpeng Jiang, Xianjun Shen, Xiaohua Hu:
Classify and identify the risky loci of type 2 diabetes with computational method. BIBM 2017: 1331-1337 - [c216]Jincai Yang, Chunjie Guo, Xingpeng Jiang, Xiaohua Hu, Xianjun Shen:
Systematic characterization and prediction of tumor-associated genes in mouse using microrna. BIBM 2017: 1338-1344 - [c215]Dan Liu, Xingpeng Jiang, Huiru Jane Zheng, Bo Xie, Haiying Wang, Tingting He, Xiaohua Hu:
The modularity of microbial interaction network in healthy human saliva: Stability and specificity. BIBM 2017: 2048-2053 - [c214]Alex S. Felmeister, Angela J. Waanders, Sarah E. S. Leary, Jeff Stevens, Jennifer L. Mason, Rachel Teneralli, Xiaohua Hu, L. Charles Bailey:
Preliminary exploratory data analysis of simulated national clinical data research network for future use in annotation of a rare tumor biobanking initiative. BIBM 2017: 2098-2104 - [c213]Xinli Yu, Zheng Chen, Wei-Shih Yang, Xiaohua Hu, Erjia Yan, Guangrong Li:
Large-scale joint topic, sentiment & user preference analysis for online reviews. IEEE BigData 2017: 847-856 - [c212]Zheng Chen, Xinli Yu, Chi Zhang, Jin Zhang, Cui Lin, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang, Erjia Yan:
Fast botnet detection from streaming logs using online lanczos method. IEEE BigData 2017: 1408-1417 - [c211]Dongbo Zhou, Hao Li, Sannyuya Liu, Bo Song, Xiaohua Tony Hu:
A map-based visual analysis method for patterns discovery of mobile learning in education with big data. IEEE BigData 2017: 3482-3491 - [c210]Xianjun Shen, Xianchao Zhu, Xingpeng Jiang, Li Gao, Tingting He, Xiaohua Hu:
Visualization of non-metric relationships by adaptive learning multiple maps t-SNE regularization. IEEE BigData 2017: 3882-3887 - [c209]Yizhou Zang, Xiaohua Hu:
Heterogeneous knowledge transfer via domain regularization for improving cross-domain collaborative filtering. IEEE BigData 2017: 3968-3974 - [c208]Zheng Chen, Xinli Yu, Bo Song, Jianliang Gao, Xiaohua Hu, Wei-Shih Yang:
Community-Based Network Alignment for Large Attributed Network. CIKM 2017: 587-596 - [c207]Yuan Ling, Yuan An, Mengwen Liu, Sadid A. Hasan, Ye-tian Fan, Xiaohua Hu:
Integrating extra knowledge into word embedding models for biomedical NLP tasks. IJCNN 2017: 968-975 - [c206]Yizhou Zang, Xiaohua Hu:
LKT-FM: A Novel Rating Pattern Transfer Model for Improving Non-overlapping Cross-Domain Collaborative Filtering. ECML/PKDD (2) 2017: 641-656 - [c205]Jianliang Gao, Bo Song, Zheng Chen, Weimao Ke, Wanying Ding, Xiaohua Hu:
Counter Deanonymization Query: H-index Based k-Anonymization Privacy Protection for Social Networks. SIGIR 2017: 809-812 - [e22]Xiaohua Hu, Chi-Ren Shyu, Yana Bromberg, Jean Gao, Yang Gong, Dmitry Korkin, Illhoi Yoo, Huiru Jane Zheng:
2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017, Kansas City, MO, USA, November 13-16, 2017. IEEE Computer Society 2017, ISBN 978-1-5090-3050-7 [contents] - [e21]Jian-Yun Nie, Zoran Obradovic, Toyotaro Suzumura, Rumi Ghosh, Raghunath Nambiar, Chonggang Wang, Hui Zang, Ricardo Baeza-Yates, Xiaohua Hu, Jeremy Kepner, Alfredo Cuzzocrea, Jian Tang, Masashi Toyoda:
2017 IEEE International Conference on Big Data (IEEE BigData 2017), Boston, MA, USA, December 11-14, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-2715-0 [contents] - 2016
- [j78]Qi Shen, Jiyuan Hu, Ning Jiang, Xiaohua Hu, Zewei Luo, Hong Zhang:
contamDE: differential expression analysis of RNA-seq data for contaminated tumor samples. Bioinform. 32(5): 705-712 (2016) - [j77]Xingpeng Jiang, Xiaohua Hu, Tingting He:
Identification of the clustering structure in microbiome data by density clustering on the Manhattan distance. Sci. China Inf. Sci. 59(7): 070104:1-070104:7 (2016) - [j76]Tingting He, Peng Li, Xiaohua Hu, Xianjun Shen, Yan Wang, Junmin Zhao:
A novel proteins complex identification based on connected affinity and multi-level seed extension. Int. J. Data Min. Bioinform. 14(1): 51-70 (2016) - [j75]Guangyou Zhou, Zhiyuan Zhu, Tingting He, Xiaohua Tony Hu:
Cross-lingual sentiment classification with stacked autoencoders. Knowl. Inf. Syst. 47(1): 27-44 (2016) - [j74]Guangyou Zhou, Zhiwen Xie, Tingting He, Jun Zhao, Xiaohua Tony Hu:
Learning the Multilingual Translation Representations for Question Retrieval in Community Question Answering via Non-Negative Matrix Factorization. IEEE ACM Trans. Audio Speech Lang. Process. 24(7): 1305-1314 (2016) - [c204]Rui Yan, Cheng-Te Li, Xiaohua Hu, Ming Zhang:
Chinese Couplet Generation with Neural Network Structures. ACL (1) 2016 - [c203]Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu:
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews. ACML 2016: 222-237 - [c202]Yadong Wang, Kevin Burrage, Yunlong Liu, Shinichi Morishita, Tianhai Tian, Qinghua Jiang, Jiangning Song, Guohua Wang, Qian Zhu, Xiaohua Tony Hu:
Preface. BIBM 2016: 1-2 - [c201]Ye-tian Fan, Xiaohua Hu, Xiwei Tang, Qing Ping, Wei Wu:
A novel algorithm for identifying essential proteins by integrating subcellular localization. BIBM 2016: 107-110 - [c200]Jiangyong Wei, Xiaohua Hu, Xiufen Zou, Tianhai Tian:
Inference of genetic regulatory network for stem cell using single cells expression data. BIBM 2016: 217-222 - [c199]Bo Song, Jianliang Gao, Weimao Ke, Xiaohua Hu:
Achieving high k-coverage and k-consistency in global alignment of multiple PPI networks. BIBM 2016: 303-307 - [c198]Xiwei Tang, Xiaohua Hu, Xuejun Yang, Yuan Sun:
A algorithm for identifying disease genes by incorporating the subcellular localization information into the protein-protein interaction networks. BIBM 2016: 308-311 - [c197]Yuanyuan Ma, Xiaohua Hu, Tingting He, Xingpeng Jiang:
Multi-view clustering microbiome data by joint symmetric nonnegative matrix factorization with Laplacian regularization. BIBM 2016: 625-630 - [c196]Xianjun Shen, Yao Chen, Xingpeng Jiang, Xiaohua Hu, Tingting He, Jincai Yang:
Predicting disease-microbe association by random walking on the heterogeneous network. BIBM 2016: 771-774 - [c195]Xianjun Shen, Jin Zhou, Xingpeng Jiang, Xiaohua Hu, Tingting He, Jincai Yang, Dan Xie:
A novel identified temporal protein complexes strategy inspired by density-distance and brainstorming process. BIBM 2016: 1269-1274 - [c194]Jincai Yang, Huichao Gu, Xingpeng Jiang, Qingyang Huang, Xiaohua Hu, Xianjun Shen:
Walking in the PPI network to identify the risky SNP of osteoporosis with decision tree algorithm. BIBM 2016: 1283-1287 - [c193]Xiaoli Song, Yan Rui, Xiaohua Hu:
Pairwise topic model and its application to topic transition and evolution. IEEE BigData 2016: 86-95 - [c192]Xiaoli Song, Xiaotong Wang, Xiaohua Hu:
Semantic pattern mining for text mining. IEEE BigData 2016: 150-155 - [c191]Jianliang Gao, Bo Song, Ping Liu, Weimao Ke, Jianxin Wang, Xiaohua Hu:
Parallel top-k subgraph query in massive graphs: Computing from the perspective of single vertex. IEEE BigData 2016: 636-645 - [c190]Wanying Ding, Yue Zhang, Chaomei Chen, Xiaohua Hu:
Semi-supervised Dirichlet-Hawkes process with applications of topic detection and tracking in Twitter. IEEE BigData 2016: 869-874 - [c189]Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, Xiaohua Hu:
Self-organizing binary encoding for Approximate Nearest Neighbor search. EUSIPCO 2016: 1103-1107 - [c188]Yiping Song, Lili Mou, Rui Yan, Li Yi, Zinan Zhu, Xiaohua Hu, Ming Zhang:
Dialogue Session Segmentation by Embedding-Enhanced TextTiling. INTERSPEECH 2016: 2706-2710 - [c187]Mengwen Liu, Yi Fang, Dae Hoon Park, Xiaohua Hu, Zhengtao Yu:
Retrieving Non-Redundant Questions to Summarize a Product Review. SIGIR 2016: 385-394 - [c186]Rui Yan, Cheng-Te Li, Hsun-Ping Hsieh, Po Hu, Xiaohua Hu, Tingting He:
Socialized Language Model Smoothing via Bi-directional Influence Propagation on Social Networks. WWW 2016: 1395-1406 - [e20]Tianhai Tian, Qinghua Jiang, Yunlong Liu, Kevin Burrage, Jiangning Song, Yadong Wang, Xiaohua Hu, Shinichi Morishita, Qian Zhu, Guohua Wang:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016, Shenzhen, China, December 15-18, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-1611-2 [contents] - [e19]James Joshi, George Karypis, Ling Liu, Xiaohua Hu, Ronay Ak, Yinglong Xia, Weijia Xu, Aki-Hiro Sato, Sudarsan Rachuri, Lyle H. Ungar, Philip S. Yu, Rama Govindaraju, Toyotaro Suzumura:
2016 IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8, 2016. IEEE Computer Society 2016, ISBN 978-1-4673-9005-7 [contents] - [i1]Yiping Song, Lili Mou, Rui Yan, Li Yi, Zinan Zhu, Xiaohua Hu, Ming Zhang:
Dialogue Session Segmentation by Embedding-Enhanced TextTiling. CoRR abs/1610.03955 (2016) - 2015
- [j73]Fengying Yu, Zhihao Yang, Xiaohua Hu, Yuanyuan Sun, Hongfei Lin, Jian Wang:
Protein complex detection in PPI networks based on data integration and supervised learning method. BMC Bioinform. 16(S12): S3 (2015) - [j72]Xianjun Shen, Li Yi, Yang Yi, Jincai Yang, Tingting He, Xiaohua Hu:
Dynamic identifying protein functional modules based on adaptive density modularity in protein-protein interaction networks. BMC Bioinform. 16(S12): S5 (2015) - [j71]Hongzhi Hu, Huajuan Mao, Xiaohua Hu, Feng Hu, Xuemin Sun, Zaiping Jing, Yunsuo Duan:
Information Dissemination of Public Health Emergency on Social Networks and Intelligent Computation. Comput. Intell. Neurosci. 2015: 181038:1-181038:10 (2015) - [j70]Kaushal Desai, David Brott, Xiaohua Hu, Anastasia Christianson:
Identifying susceptibility networks for drug-induced non-immune neutropenia. Int. J. Data Min. Bioinform. 11(1): 102-114 (2015) - [j69]Yalan Chen, Xiaohua Hu, Xinhui Tu, Tingting He:
基于位置语言模型的中文信息检索系统的研究 (Positional Language Model-based Chinese IR System). 计算机科学 42(7): 265-269 (2015) - [j68]Xingpeng Jiang, Xiaohua Hu, Weiwei Xu, E. K. Park:
Predicting Microbial Interactions Using Vector Autoregressive Model with Graph Regularization. IEEE ACM Trans. Comput. Biol. Bioinform. 12(2): 254-261 (2015) - [c185]Rui Yan, Xiang Li, Mengwen Liu, Xiaohua Hu:
Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization. ACL (2) 2015: 623-629 - [c184]Yetian Fan, Xingpeng Jiang, Xiaohua Hu, Bo Song, Yuan Ling, Wei Wu:
A novel dimensionality reduction algorithm based on Laplace matrix for microbiome data analysis. BIBM 2015: 49-54 - [c183]Xingpeng Jiang, Xiaohua Hu, Tingting He:
Time series analysis of microbiome data regularized by local linear manifold. BIBM 2015: 119-122 - [c182]Yan Wang, Xiaohua Hu, Xingpeng Jiang, Tingting He, Jie Yuan:
Predicting microbial interactions by using network-constrained regularization incorporating covariate coefficients and connection signs. BIBM 2015: 635-638 - [c181]Wanying Ding, Yue Shang, Lifan Guo, Xiaohua Hu, Rui Yan, Tingting He:
Video Popularity Prediction by Sentiment Propagation via Implicit Network. CIKM 2015: 1621-1630 - [c180]Rui Yan, Yiping Song, Cheng-Te Li, Ming Zhang, Xiaohua Hu:
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model. IJCAI 2015: 1025-1032 - [c179]Guangyou Zhou, Tingting He, Wensheng Wu, Xiaohua Tony Hu:
Linking Heterogeneous Input Features with Pivots for Domain Adaptation. IJCAI 2015: 1419-1425 - [c178]Wanying Ding, Yue Shang, Dae Hoon Park, Lifan Guo, Xiaohua Hu:
ProbitUCB: A Novel Method for Review Ranking. PAKDD Workshops 2015: 3-15 - [c177]Anton Slutsky, Xiaohua Hu, Yuan An:
Learning Focused Hierarchical Topic Models with Semi-Supervision in Microblogs. PAKDD (2) 2015: 598-609 - [c176]Rui Yan, Ian En-Hsu Yen, Cheng-Te Li, Shiqi Zhao, Xiaohua Hu:
Tackling the Achilles Heel of Social Networks: Influence Propagation based Language Model Smoothing. WWW 2015: 1318-1328 - [e18]Jun Huan, Satoru Miyano, Amarda Shehu, Xiaohua Tony Hu, Bin Ma, Sanguthevar Rajasekaran, Vijay K. Gombar, Matthieu-P. Schapranow, Illhoi Yoo, Jiayu Zhou, Brian Chen, Vinay Pai, Brian G. Pierce:
2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015, Washington, DC, USA, November 9-12, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-6799-8 [contents] - 2014
- [j67]Xianjun Shen, Yanli Zhao, Yanan Li, Tingting He, Jincai Yang, Xiaohua Hu:
An efficient protein complex mining algorithm based on Multistage Kernel Extension. BMC Bioinform. 15(S-12): S7 (2014) - [j66]Wanying Ding, Junhuan Zhu, Lifan Guo, Xiaohua Hu, Jiebo Luo, Haohong Wang:
Jointly Image Topic and Emotion Detection using Multi-Modal Hierarchical Latent Dirichlet Allocation. J. Multim. Inf. Syst. 1(1): 55-67 (2014) - [j65]Yongli Wang, Xiaohua Hu:
AOBA: Recognizing Object Behavior in Pervasive Urban Management. IEEE Trans. Knowl. Data Eng. 26(11): 2625-2638 (2014) - [c175]Tingting He, Peng Li, Xiaohua Hu, Xianjun Shen, Yan Wang, Junmin Zhao:
A novel proteins complex identification based on connected affinity and multi-level seed extension. BIBM 2014: 8-13 - [c174]Yan Wang, Xingpeng Jiang, Xiaohua Hu, Tingting He, Xianjun Shen, Jie Yuan:
Microbiome dynamics analysis using a novel multivariate vector autoregression model with weighted fusion regularization. BIBM 2014: 11-16 - [c173]Weiwei Xu, Rong Xie, Xingpeng Jiang, Xiaohua Hu:
LA2SNE: A novel stochastic neighbor embedding approach for microbiome data visualization. BIBM 2014: 31-37 - [c172]Bo Song, Xingpeng Jiang, Xiaohua Hu:
Accelerating microbiomic big data analysis by spectral interpolation. BIBM 2014: 36-43 - [c171]Fengying Yu, Zhihao Yang, Xiaohua Hu, Yuanyuan Sun, Hongfei Lin, Jian Wang:
Data integration and supervised learning based protein complex detection method. BIBM 2014: 144-149 - [c170]Minghong Fang, Xiaohua Hu, Tingting He, Yan Wang, Junmin Zhao, Xianjun Shen, Jie Yuan:
Prioritizing disease-causing genes based on network diffusion and rank concordance. BIBM 2014: 242-247 - [c169]Junmin Zhao, Tingting He, Xiaohua Hu, Yan Wang, Xianjun Shen, Minghong Fang, Jie Yuan:
A novel disease gene prediction method based on PPI network. BIBM 2014: 311-314 - [c168]Xingpeng Jiang, Xiaohua Hu:
Microbiome data integration by robust similarity network fusion. BIBM 2014: 418-423 - [c167]Mengwen Liu, Yuan Ling, Yuan An, Xiaohua Hu:
Relation extraction from biomedical literature with minimal supervision and grouping strategy. BIBM 2014: 444-449 - [c166]Yuan Ling, Yuan An, Xiaohua Hu:
A matching framework for modeling symptom and medication relationships from clinical notes. BIBM 2014: 515-520 - [c165]Yizhou Zang, Yuan An, Xiaohua Tony Hu:
Automatically recommending healthy living programs to patients with chronic diseases through hybrid content-based and collaborative filtering. BIBM 2014: 578-582 - [c164]Xiaoli Song, Yue Shang, Yuan Ling, Mengwen Liu, Xiaohua Hu:
Pairwise Topic Model via relation extraction. IEEE BigData 2014: 96-103 - [c163]Yongli Tang, Tingting He, Bo Li, Xiaohua Hu:
Identifying top Chinese network buzzwords from social media big data set based on time-distribution features. IEEE BigData 2014: 924-931 - [c162]Haozhen Zhao, Xiaohua Hu:
Language Model Document Priors based on Citation and Co-citation Analysis. BIR@ECIR 2014: 29-36 - [c161]Jia Huang, Hao Ding, Xiaohua Hu, Yong Liu:
A Two-level Approach for Subtitle Alignment. ECIR 2014: 468-473 - [c160]Xingpeng Jiang, Xiaohua Hu, Weiwei Xu:
Joint Analysis of Functional and Phylogenetic Composition for Human Microbiome Data. ISBRA 2014: 346-356 - [c159]Anton Slutsky, Xiaohua Hu, Yuan An:
Hash-Based Stream LDA: Topic Modeling in Social Streams. PAKDD (1) 2014: 151-162 - [c158]Zunyan Xiong, Yizhou Zang, Xingpeng Jiang, Xiaohua Hu:
Document Clustering with an Augmented Nonnegative Matrix Factorization Model. PAKDD (2) 2014: 348-359 - [c157]Haozhen Zhao, Xiaohua Hu:
Drexel at TREC 2014 Federated Web Search Track. TREC 2014 - [e17]Huiru Jane Zheng, Werner Dubitzky, Xiaohua Hu, Jin-Kao Hao, Daniel P. Berrar, Kwang-Hyun Cho, Yadong Wang, David R. Gilbert:
2014 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2014, Belfast, United Kingdom, November 2-5, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-5669-2 [contents] - [e16]Jimmy Lin, Jian Pei, Xiaohua Hu, Wo Chang, Raghunath Nambiar, Charu C. Aggarwal, Nick Cercone, Vasant G. Honavar, Jun Huan, Bamshad Mobasher, Saumyadipta Pyne:
2014 IEEE International Conference on Big Data (IEEE BigData 2014), Washington, DC, USA, October 27-30, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-5665-4 [contents] - 2013
- [j64]Yongli Wang, Xiaohua Hu:
Fuzzy Reasoning of Accident Provenance in Pervasive Healthcare Monitoring Systems. IEEE J. Biomed. Health Informatics 17(6): 1015-1022 (2013) - [c156]Peng Li, Xiaohua Hu, Tingting He, Junmin Zhao, Ming Zhang, Xianjun Shen:
Mining protein complexes based on connected affinity clique extension. BIBM 2013: 53-56 - [c155]Xianjun Shen, Yanli Zhao, Yanan Li, Jincai Yang, Tingting He, Xiaohua Hu:
An integrated approach to identify protein complex based on best neighbor and modularity increment. BIBM 2013: 57-60 - [c154]Xianjun Shen, Xiaohui Chen, Rui Xu, Tingting He, Jincai Yang, Xiaohua Hu:
Protein functional module detection based on closely associated degree. BIBM 2013: 61-64 - [c153]Xingpeng Jiang, Xiaohua Hu, Weiwei Xu, Guangrong Li, Yongli Wang:
Inference of microbial interactions from time series data using vector autoregression model. BIBM 2013: 82-85 - [c152]Xingpeng Jiang, Xiaohua Hu, Weiwei Xu, Yongli Wang:
Manifold-constrained regularization for variable selection in envrionmental microbiomic data. BIBM 2013: 86-89 - [c151]Yuan Ling, Yuan An, Mengwen Liu, Xiaohua Hu:
An error detecting and tagging framework for reducing data entry errors in electronic medical records (EMR) system. BIBM 2013: 249-254 - [c150]Junmin Zhao, Xiaohua Hu, Tingting He, Peng Li, Ming Zhang, Xianjun Shen:
A novel protein complex identification algorithm based on gene co-expression (PCIA-GeCo). BIBM 2013: 386-391 - [c149]Yue Shang, Yuan An, Xiaohua Tony Hu, Mi Zhang, Xia Lin:
Enhancing entity annotation using web service and ontology hierarchy in biomedical domains. BIBM 2013: 465-468 - [c148]Mengwen Liu, Yuan An, Xiaohua Hu, Debra Langer, Craig Newschaffer, Lindsay Shea:
An evaluation of identification of suspected autism spectrum disorder (ASD) cases in early intervention (EI) records. BIBM 2013: 566-571 - [c147]Anton Slutsky, Xiaohua Hu, Yuan An:
Tree Labeled LDA: A Hierarchical model for web summaries. IEEE BigData 2013: 134-140 - [c146]Jia Huang, Xiaohua Hu:
Information passing in online recommendation. UEO@CIKM 2013: 3-6 - [c145]Lifan Guo, Xiaohua Hu:
Identifying Authoritative and Reliable Contents in Community Question Answering with Domain Knowledge. PAKDD Workshops 2013: 133-142 - [c144]Wanying Ding, Xiaoli Song, Lifan Guo, Zunyan Xiong, Xiaohua Hu:
A Novel Hybrid HDP-LDA Model for Sentiment Analysis. Web Intelligence 2013: 329-336 - [e15]Guo-Zheng Li, Sunghoon Kim, Michael Hughes, Geoffrey J. McLachlan, Hongye Sun, Xiaohua Hu, Habtom W. Ressom, Baoyan Liu, Michael N. Liebman:
2013 IEEE International Conference on Bioinformatics and Biomedicine, Shanghai, China, December 18-21, 2013. IEEE Computer Society 2013, ISBN 978-1-4799-1309-1 [contents] - [e14]Xiaohua Hu, Tsau Young Lin, Vijay V. Raghavan, Benjamin W. Wah, Ricardo Baeza-Yates, Geoffrey C. Fox, Cyrus Shahabi, Matthew Smith, Qiang Yang, Rayid Ghani, Wei Fan, Ronny Lempel, Raghunath Nambiar:
2013 IEEE International Conference on Big Data (IEEE BigData 2013), 6-9 October 2013, Santa Clara, CA, USA. IEEE Computer Society 2013, ISBN 978-1-4799-1292-6 [contents] - 2012
- [j63]Qinmin Hu, Jimmy X. Huang, Xiaohua Hu:
Modeling and mining term association for improving biomedical information retrieval performance. BMC Bioinform. 13(S-9): S2 (2012) - [j62]Xiaohua Hu, Tao Mu, Weihui Dai, Hongzhi Hu, Genghui Dai:
Analysis of Browsing Behaviors with Ant Colony Clustering Algorithm. J. Comput. 7(12): 3096-3102 (2012) - [j61]Xiaohua Hu, Xuan Zhou, Weihui Dai, Zhaozong Zhan, Xiaoyi Liu:
Tourism Crisis Management System Based on Ecological Mechanism. J. Softw. 7(12): 2808-2815 (2012) - [j60]Xin Chen, Xiaohua Hu, Tze Yee Lim, Xiajiong Shen, E. K. Park, Gail L. Rosen:
Exploiting the Functional and Taxonomic Structure of Genomic Data by Probabilistic Topic Modeling. IEEE ACM Trans. Comput. Biol. Bioinform. 9(4): 980-991 (2012) - [j59]Xiaodan Zhang, Xiaohua Hu, Tingting Hu, E. K. Park, Xiaohua Zhou:
Utilizing Different Link Types to Enhance Document Clustering Based on Markov Random Field Model With Relaxation Labeling. IEEE Trans. Syst. Man Cybern. Part A 42(5): 1167-1182 (2012) - [c143]Yuan An, Ritu Khare, Xiaohua Hu, Il-Yeol Song:
Bridging encounter forms and electronic medical record databases: Annotation, mapping, and integration. BIBM 2012: 1-4 - [c142]Xingpeng Jiang, Jonathan Dushoff, Xin Chen, Xiaohua Hu:
Identifying enterotype in human microbiome by decomposing probabilistic topics into components. BIBM 2012: 1-4 - [c141]Xingpeng Jiang, Xiaohua Hu, Huiyu Shen, Tingting He:
Manifold learning reveals nonlinear structure in metagenomic profiles. BIBM 2012: 1-6 - [c140]Jiashu Zhao, Jimmy Xiangji Huang, Xiaohua Hu, C. Joseph Kurian, William Melek:
A Bayesian-based prediction model for personalized medical health care. BIBM 2012: 1-4 - [c139]Yuan An, Xiaohua Hu, Il-Yeol Song:
Learning to discover complex mappings from web forms to ontologies. CIKM 2012: 1253-1262 - [c138]Xin Chen, Xiaohua Hu, Zhongna Zhou, Yuan An, Tingting He, E. K. Park:
Modeling semantic relations between visual attributes and object categories via dirichlet forest prior. CIKM 2012: 1263-1272 - [c137]Fang Li, Tingting He, Xinhui Tu, Xiaohua Hu:
Incorporating word correlation into tag-topic model for semantic knowledge acquisition. CIKM 2012: 1622-1626 - [c136]Jianwen Wang, Xiaohua Hu, Xinhui Tu, Tingting He:
Author-conference topic-connection model for academic network search. CIKM 2012: 2179-2183 - [c135]Yongli Wang, Lijuan Miao, Xiaohua Hu:
Representation and deduction of provenance knowledge for XML queries. GrC 2012: 519-524 - [c134]Ritu Khare, Yuan An, Jiexun Li, Il-Yeol Song, Xiaohua Hu:
Exploiting semantic structure for mapping user-specified form terms to SNOMED CT concepts. IHI 2012: 285-294 - [c133]Yuan An, Ritu Khare, Il-Yeol Song, Xiaohua Hu:
Data exploration and knowledge discovery in a patient wellness tracking (PWT) system at a nurse-managed health services center. IHI 2012: 661-666 - [p7]Tianyu Cao, Xindong Wu, Xiaohua Hu:
ProteinNET: A Protein Interaction Network Integration System. Modern Advances in Intelligent Systems and Tools 2012: 71-76 - [e13]Tsau Young Lin, Xiaohua Hu, Zhaohui Wu, Arbee L. P. Chen, Andrei Z. Broder, Howard Ho, Shuliang Wang:
2012 IEEE International Conference on Granular Computing, GrC 2012, Hangzhou, China, August 11-13, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-2310-9 [contents] - 2011
- [j58]Wei Kong, Xiaoyang Mou, Xiaohua Hu:
Exploring matrix factorization techniques for significant genes identification of Alzheimer's disease microarray gene expression data. BMC Bioinform. 12(S-5): S7 (2011) - [j57]Xiaoshi Yin, Zhoujun Li, Jimmy X. Huang, Xiaohua Hu:
Promoting ranking diversity for genomics search with relevance-novelty combined model. BMC Bioinform. 12(S-5): S8 (2011) - [j56]Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu:
Maximizing influence spread in modular social networks by optimal resource allocation. Expert Syst. Appl. 38(10): 13128-13135 (2011) - [j55]Mingyu You, Rui-Wei Zhao, Guo-Zheng Li, Xiaohua Hu:
MAPLSC: A novel multi-class classifier for medical diagnosis. Int. J. Data Min. Bioinform. 5(4): 383-401 (2011) - [j54]Xibei Yang, Xiaoning Song, Xiaohua Hu:
Generalisation of rough set for rule induction in incomplete system. Int. J. Granul. Comput. Rough Sets Intell. Syst. 2(1): 37-50 (2011) - [j53]Kaushal Desai, David Brott, Xiaohua Hu, Anastasia Christianson:
A Systems Biology Approach for Detecting Toxicity-Related Hotspots inside protein Interaction Networks. J. Bioinform. Comput. Biol. 9(5): 647-662 (2011) - [j52]Baoqing Jiang, Xiaohua Hu, Qing Wei, Jingjing Song, Chong Han, Meng Liang:
Weak Ratio Rules: A Generalized Boolean Association Rules. Int. J. Data Warehous. Min. 7(3): 50-87 (2011) - [j51]Yanpeng Li, Xiaohua Hu, Hongfei Lin, Zhiahi Yang:
A Framework for Semisupervised Feature Generation and Its Applications in Biomedical Literature Mining. IEEE ACM Trans. Comput. Biol. Bioinform. 8(2): 294-307 (2011) - [j50]Caimei Lu, Xiaohua Hu, Jung-ran Park:
Exploiting the Social Tagging Network for Web Clustering. IEEE Trans. Syst. Man Cybern. Part A 41(5): 840-852 (2011) - [c132]Xin Chen, Tingting He, Xiaohua Hu, Yuan An, Xindong Wu:
Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic Topic Models. BIBM 2011: 3-9 - [c131]Junwan Liu, Xiaohua Hu, Zhoujun Li, Yiming Chen:
Multiobjective optizition shuffled frog-leaping biclustering. BIBM Workshops 2011: 151-156 - [c130]Yan Chen, Xiaoshi Yin, Zhoujun Li, Xiaohua Hu, Jimmy Xiangji Huang:
Promoting Ranking Diversity for Biomedical Information Retrieval Based on LDA. BIBM 2011: 456-461 - [c129]Qinmin Hu, Jimmy Xiangji Huang, Xiaohua Hu:
A Term Association Approach for Genomics Information Retrieval. BIBM 2011: 532-537 - [c128]Kaushal Desai, David Brott, Xiaohua Hu, Anastasia Christianson:
Mining Protein Interactions and Gene Expression Data to Gain Insights into Drug-induced Toxicity Mechanisms. BIBM 2011: 652-657 - [c127]Xin Chen, Xiaohua Hu, Yuan An, Zunyan Xiong, Tingting He, E. K. Park:
Perspective hierarchical dirichlet process for user-tagged image modeling. CIKM 2011: 1341-1346 - [c126]Yuan An, Ritu Khare, Il-Yeol Song, Xiaohua Hu:
Automatically Mapping and Integrating Multiple Data Entry Forms into a Database. ER 2011: 261-274 - [c125]Ying Zhang, Caijuan Li, Xiaohua Hu:
Content prediction of Chlorophyll-a in seawater based on Fuzzy BP method. FSKD 2011: 611-615 - [c124]Xiaohua Hu:
Data mining and its applications in bioinformatics: Techniques and methods. GrC 2011: 3 - [c123]Jia Huang, Xiaohua Hu, Caimei Lu:
A comparison study on familiarity-based and similarity-based social networks. GrC 2011: 274-278 - [c122]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen:
Online MOACO biclustering of microarray data. GrC 2011: 427-432 - [c121]Anton Slutsky, Yuan An, Xiaohua Tony Hu, Igor Burstyn:
Automatic approaches to clustering occupational description data for prediction of probability of workplace exposure to beryllium. GrC 2011: 596-601 - [c120]Kaushal Desai, David Brott, Xiaohua Hu, Anastasia Christianson:
A Systems Biology Approach for Detecting Toxicity-Related Hotspots inside Protein Interaction Networks. HISB 2011: 53-60 - [c119]Caimei Lu, Xiaohua Hu, Jung-ran Park, Jia Huang:
Post-based collaborative filtering for personalized tag recommendation. iConference 2011: 561-568 - [c118]Tianyu Cao, Xindong Wu, Xiaohua Tony Hu, Song Wang:
Active Learning of Model Parameters for Influence Maximization. ECML/PKDD (1) 2011: 280-295 - [p6]Min Song, Xiaohua Hu, Illhoi Yoo, Eric Koppel:
A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature. Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 307-319 - [e12]Fang-Xiang Wu, Mohammed Javeed Zaki, Shinichi Morishita, Yi Pan, Stephen Wong, Anastasia Christianson, Xiaohua Hu:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011, Atlanta, GA, USA, November 12-15, , 2011. IEEE Computer Society 2011, ISBN 978-1-4577-1799-4 [contents] - [e11]Haixun Wang, Shijun Li, Satoshi Oyama, Xiaohua Hu, Tieyun Qian:
Web-Age Information Management - 12th International Conference, WAIM 2011, Wuhan, China, September 14-16, 2011. Proceedings. Lecture Notes in Computer Science 6897, Springer 2011, ISBN 978-3-642-23534-4 [contents] - 2010
- [j49]Yanpeng Li, Xiaohua Hu, Hongfei Lin, Zhihao Yang:
Learning an enriched representation from unlabeled data for protein-protein interaction extraction. BMC Bioinform. 11(S-2): 7 (2010) - [j48]Daniel Duanqing Wu, Xiaohua Hu, E. K. Park, Xiaofeng Wang, Jiali Feng, Xindong Wu:
Exploratory analysis of protein translation regulatory networks using hierarchical random graphs. BMC Bioinform. 11(S-3): 2 (2010) - [j47]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen:
MOACO Biclustering of gene expression data. Int. J. Funct. Informatics Pers. Medicine 3(1): 58-72 (2010) - [j46]Xiaohua Hu, Xiaodan Zhang, Illhoi Yoo, Xiaofeng Wang, Jiali Feng:
Mining hidden connections among biomedical concepts from disjoint biomedical literature sets through semantic-based association rule. Int. J. Intell. Syst. 25(2): 207-223 (2010) - [j45]Yuan An, Xiaohua Hu, Il-Yeol Song:
Maintaining Mappings between Conceptual Models and Relational Schemas. J. Database Manag. 21(3): 36-68 (2010) - [j44]Caimei Lu, Jung-ran Park, Xiaohua Hu:
User tags versus expert-assigned subject terms: A comparison of LibraryThing tags and Library of Congress Subject Headings. J. Inf. Sci. 36(6): 763-779 (2010) - [j43]Ming Xu, Shuigeng Zhou, Jihong Guan, Xiaohua Hu:
A path-traceable query routing mechanism for search in unstructured peer-to-peer networks. J. Netw. Comput. Appl. 33(2): 115-127 (2010) - [c117]Yiming Chen, Zhoujun Li, Xiaohua Hu, Junwan Liu:
Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction. ADMA (2) 2010: 336-347 - [c116]Xin Chen, Xiaohua Hu, Xiajiong Shen, Gail Rosen:
Probabilistic topic modeling for genomic data interpretation. BIBM 2010: 149-152 - [c115]Xuheng Xu, Xiaohua Hu:
Cluster-based query expansion using language modeling in the biomedical domain. BIBM Workshops 2010: 185-188 - [c114]Wei Kong, Xiaoyang Mou, Xiaohua Hu:
Exploring matrix factorization techniques for significant genes identification of microarray dataset. BIBM 2010: 401-405 - [c113]Xiaoshi Yin, Zhoujun Li, Jimmy Xiangji Huang, Xiaohua Hu:
A relevance-novelty combined model for genomics search result diversification. BIBM 2010: 692-695 - [c112]Xin Chen, Xiaohua Hu, Zhongna Zhou, Caimei Lu, Gail Rosen, Tingting He, E. K. Park:
A probabilistic topic-connection model for automatic image annotation. CIKM 2010: 899-908 - [c111]Caimei Lu, Jung-ran Park, Xiaohua Hu, Il-Yeol Song:
Metadata Effectiveness: A Comparison between User-Created Social Tags and Author-Provided Metadata. HICSS 2010: 1-10 - [c110]Ritu Khare, Yuan An, Il-Yeol Song, Xiaohua Hu:
Can clinicians create high-quality databases: a study on a flexible electronic health record (fEHR) system. IHI 2010: 8-17 - [c109]Caimei Lu, Xiaohua Hu, Xin Chen, Jung-ran Park, Tingting He, Zhoujun Li:
The topic-perspective model for social tagging systems. KDD 2010: 683-692 - [c108]Palakorn Achananuparp, Xiaohua Hu, Tingting He, Christopher C. Yang, Yuan An, Lifan Guo:
Answer Diversification for Complex Question Answering on the Web. PAKDD (1) 2010: 375-382 - [c107]Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu:
OASNET: an optimal allocation approach to influence maximization in modular social networks. SAC 2010: 1088-1094 - [c106]Palakorn Achananuparp, Xiaohua Hu, Lifan Guo, Tingting He, Yuan An, Zhoujun Li:
Improving Diversity of Focused Summaries through the Negative Endorsements of Redundant Facts. Web Intelligence 2010: 342-349 - [p5]Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Jiali Xia, Xiaohua Zhou:
Medical Document Clustering Using Ontology-Based Term Similarity Measures. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 121-132 - [p4]Xiaodan Zhang, Xiaohua Hu, Jiali Xia, Xiaohua Zhou, Palakorn Achananuparp:
A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 133-150 - [e10]Taesung Park, Stephen Kwok-Wing Tsui, Luonan Chen, Michael K. Ng, Limsoon Wong, Xiaohua Hu:
2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong, China, December 18-21, 2010, Proceedings. IEEE Computer Society 2010, ISBN 978-1-4244-8306-8 [contents] - [e9]Xiaohua Hu, Tsau Young Lin, Vijay V. Raghavan, Jerzy W. Grzymala-Busse, Qing Liu, Andrei Z. Broder:
2010 IEEE International Conference on Granular Computing, GrC 2010, San Jose, California, USA, 14-16 August 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4161-7 [contents]
2000 – 2009
- 2009
- [j42]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen:
Biclustering of microarray data with MOSPO based on crowding distance. BMC Bioinform. 10(S-4) (2009) - [j41]Hsinchun Chen, Daniel Zeng, David L. Buckeridge, Masoumeh T. Izadi, Aman Verma, Anna Okhmatovskaia, Xiaohua Hu, Xiajiong Shen, Zhidong Cao, Fei-Yue Wang, Xiaolong Zheng, Quanyi Wang:
AI for Global Disease Surveillance. IEEE Intell. Syst. 24(6): 66-82 (2009) - [j40]Min Song, Xiaohua Hu, Illhoi Yoo, Eric Koppel:
A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature. Int. J. Data Warehous. Min. 5(4): 44-57 (2009) - [j39]Minghui Wang, Xiaohua Hu, Gang Li, Lindsey J. Leach, Elena Potokina, Arnis Druka, Robbie Waugh, Michael J. Kearsey, Zewei Luo:
Robust Detection and Genotyping of Single Feature Polymorphisms from Gene Expression Data. PLoS Comput. Biol. 5(3) (2009) - [j38]Xiaohua Hu, Michael K. Ng, Fang-Xiang Wu, Bahrad A. Sokhansanj:
Mining, Modeling, and Evaluation of Subnetworks From Large Biomolecular Networks and Its Comparison Study. IEEE Trans. Inf. Technol. Biomed. 13(2): 184-194 (2009) - [j37]Xiaohua Hu, E. K. Park, Xiaodan Zhang:
Microarray Gene Cluster Identification and Annotation Through Cluster Ensemble and EM-Based Informative Textual Summarization. IEEE Trans. Inf. Technol. Biomed. 13(5): 832-840 (2009) - [c105]Daniel Duanqing Wu, Xiaohua Hu, Tingting He:
Exploratory Analysis of Protein Translation Regulatory Networks Using Hierarchical Random Graphs. BIBM 2009: 118-123 - [c104]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen:
Microarray Biclustering with Crowding Based MOACO. BIBM 2009: 170-173 - [c103]Xiaohua Hu:
Data mining in bioinformatics: challenges and opportunities. DTMBIO 2009: 1 - [c102]Yiming Chen, Zhoujun Li, Xiaohua Hu, Hongxiang Diao, Junwan Liu:
Predicting gene function with positive and unlabeled examples. GrC 2009: 89-94 - [c101]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen:
Multi-objective ant colony optimization biclustering of microarray data. GrC 2009: 424-429 - [c100]Xibei Yang, Jing-Yu Yang, Xiaohua Hu:
A new rough set model for knowledge acquisition in incomplete information system. GrC 2009: 696-701 - [c99]Xiaohua Zhou, Palakorn Achananuparp, E. K. Park, Xiaohua Hu, Xiaodan Zhang:
AskDragon: a redundancy-based factoid question answering system with lightweight local context analysis. JCDL 2009: 483-484 - [c98]Xiaohua Hu, Xiaodan Zhang, Caimei Lu, E. K. Park, Xiaohua Zhou:
Exploiting Wikipedia as external knowledge for document clustering. KDD 2009: 389-396 - [c97]Palakorn Achananuparp, Xiaohua Hu, Christopher C. Yang:
Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences. PAKDD 2009: 548-555 - [c96]Xin Chen, Xiaohua Hu, Xiajiong Shen:
Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval. PAKDD 2009: 867-874 - [p3]Bahrad A. Sokhansanj, Suman Datta, Xiaohua Hu:
Scalable Dynamic Fuzzy Biomolecular Network Models for Large Scale Biology. Fuzzy Systems in Bioinformatics and Computational Biology 2009: 235-255 - [e8]David Wai-Lok Cheung, Il-Yeol Song, Wesley W. Chu, Xiaohua Hu, Jimmy Lin:
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009. ACM 2009, ISBN 978-1-60558-512-3 [contents] - 2008
- [j36]Ning Jiang, Lindsey J. Leach, Xiaohua Hu, Elena Potokina, Tianye Jia, Arnis Druka, Robbie Waugh, Michael J. Kearsey, Zewei Luo:
Methods for evaluating gene expression from Affymetrix microarray datasets. BMC Bioinform. 9 (2008) - [j35]John Wang, Xiaohua Hu, Kimberly Hollister, Dan Zhu:
A Comparison and Scenario Analysis of Leading Data Mining Software. Int. J. Knowl. Manag. 4(2): 17-34 (2008) - [j34]Guobiao Hu, Shuigeng Zhou, Jihong Guan, Xiaohua Hu:
Towards effective document clustering: A constrained K-means based approach. Inf. Process. Manag. 44(4): 1397-1409 (2008) - [j33]Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Jiali Xia Jiangxi, Xiaohua Zhou:
Medical Document Clustering Using Ontology-Based Term Similarity Measures. Int. J. Data Warehous. Min. 4(1): 62-73 (2008) - [j32]Xiaodan Zhang, Xiaohua Hu, Jiali Xia, Xiaohua Zhou, Palakorn Achananuparp:
A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information. Int. J. Data Warehous. Min. 4(4): 84-101 (2008) - [j31]Chen Wu, Xiaohua Hu, Jingyu Yang:
On blocks and coverings based on semi-equivalence relation in pansystems methodology. Kybernetes 37(6): 739-748 (2008) - [j30]Yuchun Tang, Yan-Qing Zhang, Zhen Huang, Xiaohua Hu, Yichuan Zhao:
Recursive Fuzzy Granulation for Gene Subsets Extraction and Cancer Classification. IEEE Trans. Inf. Technol. Biomed. 12(6): 723-730 (2008) - [c95]Chengying Mao, Xiaohua Hu, Yansheng Lu:
Towards a software diagnosis method based on rough set reasoning. CIT 2008: 718-723 - [c94]Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang, Daniel Duanqing Wu, Tingting He, Aijing Luo:
A Mixture Language Model for Class-Attribute Mining from Biomedical Literature Digital Library. BIBM 2008: 17-22 - [c93]Yuan An, Xiaohua Hu, Il-Yeol Song:
Round-Trip Engineering for Maintaining Conceptual-Relational Mappings. CAiSE 2008: 296-311 - [c92]Min Song, Xiaohua Hu, Illhoi Yoo, Eric Koppel:
Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature. DaWaK 2008: 217-226 - [c91]Palakorn Achananuparp, Xiaohua Hu, Xiajiong Shen:
The Evaluation of Sentence Similarity Measures. DaWaK 2008: 305-316 - [c90]Guangrong Li, Xiaohua Hu, Xiajiong Shen, Xin Chen, Zhoujun Li:
A Novel Unsupervised Feature Selection Method for Bioinformatics Data Sets through Feature Clustering. GrC 2008: 41-47 - [c89]Baoqing Jiang, Chong Han, Xiaohua Hu:
A Finite Ranked Poset and its Application in Visualization of Association Rules. GrC 2008: 322-325 - [c88]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen:
Multi-objective Evolutionary Algorithm for Mining 3D Clusters in Gene-sample-time Microarray Data. GrC 2008: 442-447 - [c87]Caimei Lu, Xiaodan Zhang, Jung-ran Park, Xiaohua Hu, Tingting He:
Web Clustering based on the Information of Sibling Pages. GrC 2008: 480-485 - [c86]Chen Wu, Xiaohua Hu, Enbin Wang:
Combination of Granules, Rough Sets with Evidence Theory and its Application in Incomplete Data Fusion for Belief Estimation. GrC 2008: 653-658 - [c85]Palakorn Achananuparp, Xiaohua Hu, Xiaohua Zhou, Xiaodan Zhang:
Utilizing Semantic, Syntactic, and Question Category Information for Automated Digital Reference Services. ICADL 2008: 203-214 - [c84]Palakorn Achananuparp, Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang:
Semantic representation in text classification using topic signature mapping. IJCNN 2008: 1034-1040 - [c83]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu:
Semantic Smoothing for Bayesian Text Classification with Small Training Data. SDM 2008: 289-300 - [c82]Xiaodan Zhang, Xiaohua Hu, Xiaohua Zhou:
A comparative evaluation of different link types on enhancing document clustering. SIGIR 2008: 555-562 - [p2]I-Jen Chiang, Tsau Young Lin, Ginni Hsiang-Chun Tsai, Jau-Min Wong, Xiaohua Hu:
Latent Semantic Space for Web Clustering. Data Mining: Foundations and Practice 2008: 61-77 - [e7]Xue-wen Chen, Xiaohua Hu, Sun Kim:
2008 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008. IEEE Computer Society 2008, ISBN 978-0-7695-3452-7 [contents] - 2007
- [j29]Xiaohua Hu, Fang-Xiang Wu:
Mining and state-space modeling and verification of sub-networks from large-scale biomolecular networks. BMC Bioinform. 8 (2007) - [j28]Illhoi Yoo, Xiaohua Hu, Il-Yeol Song:
A coherent graph-based semantic clustering and summarization approach for biomedical literature and a new summarization evaluation method. BMC Bioinform. 8(S-9) (2007) - [j27]Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen:
Integration of association rules and ontologies for semantic query expansion. Data Knowl. Eng. 63(1): 63-75 (2007) - [j26]John Wang, Xiaohua Hu, Dan Zhu:
Diminishing downsides of Data Mining. Int. J. Bus. Intell. Data Min. 2(2): 177-196 (2007) - [j25]Aiguo Du, Xiaohua Hu, Yi Pan:
Prediction of the disulphide bridges in proteins using SVM. Int. J. Bioinform. Res. Appl. 3(2): 223-233 (2007) - [j24]Illhoi Yoo, Xiaohua Hu, Il-Yeol Song:
Biomedical ontology improves biomedical literature clustering performance: a comparison study. Int. J. Bioinform. Res. Appl. 3(3): 414-428 (2007) - [j23]Xiaohua Hu, Daniel Duanqing Wu:
Data Mining and Predictive Modeling of Biomolecular Network from Biomedical Literature Databases. IEEE ACM Trans. Comput. Biol. Bioinform. 4(2): 251-263 (2007) - [j22]Xiaohua Hu, Bahrad A. Sokhansanj, Daniel Duanqing Wu, Yuchun Tang:
A Novel Approach for Mining and Fuzzy Simulation of Subnetworks From Large Biomolecular Networks. IEEE Trans. Fuzzy Syst. 15(6): 1219-1229 (2007) - [j21]Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang:
Topic Signature Language Models for Ad hoc Retrieval. IEEE Trans. Knowl. Data Eng. 19(9): 1276-1287 (2007) - [c81]Xuheng Xu, Xiaodan Zhang, Xiaohua Hu:
Using Two-Stage Concept-Based Singular Value Decomposition Technique as a Query Expansion Strategy. AINA Workshops (1) 2007: 295-300 - [c80]Jian Wen, Zhoujun Li, Lijuan Zhang, Xiaohua Hu, Huowang Chen:
A New Method of Cluster-Based Topic Language Model for Genomic IR. AINA Workshops (1) 2007: 301-306 - [c79]Xiaohua Hu:
Biomedical Literature Mining. BIBE 2007: 1446 - [c78]Jian Wen, Zhoujun Li, Xiaohua Hu:
Ontology Based Clustering for Improving Genomic IR. CBMS 2007: 225-230 - [c77]Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang, Xiajiong Shen:
A segment-based hidden markov model for real-setting pinyin-to-chinese conversion. CIKM 2007: 1027-1030 - [c76]Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Xiaohua Zhou:
A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering. DASFAA 2007: 115-126 - [c75]Xiaodan Zhang, Xiaohua Hu, Jiali Xia, Xiaohua Zhou, Palakorn Achananuparp:
Utilization of Global Ranking Information in Graph- Based Biomedical Literature Clustering. DaWaK 2007: 313-322 - [c74]Chen Wu, Xiaohua Hu, Zhoujun Li, Xiaohua Zhou, Palakorn Achananuparp:
Algorithms for Different Approximations in Incomplete Information Systems with Maximal Compatible Classes as Primitive Granules. GrC 2007: 169-174 - [c73]Chen Wu, Xiaohua Hu, Xiajiong Shen, Xiaodan Zhang, Yi Pan:
An Incremental Algorithm for Mining Default Definite Decision Rules from Incomplete Decision Tables. GrC 2007: 175-179 - [c72]Xiaohua Hu, Fang-Xiang Wu, Michael K. Ng, Bahrad A. Sokhansanj:
Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks. IC-AI 2007: 806-813 - [c71]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu:
Dragon Toolkit: Incorporating Auto-Learned Semantic Knowledge into Large-Scale Text Retrieval and Mining. ICTAI (2) 2007: 197-201 - [c70]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu:
Semantic Smoothing of Document Models for Agglomerative Clustering. IJCAI 2007: 2928-2933 - [c69]Jinyan Li, Xiaohua Hu:
Workshop BioDM'07 - An Overview. PAKDD Workshops 2007: 110-111 - [c68]Tao Wang, Zhoujun Li, Xiaohua Hu, Yuejin Yan, Huowang Chen:
A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees. PAKDD Workshops 2007: 256-267 - [e6]Takashi Washio, Zhi-Hua Zhou, Joshua Zhexue Huang, Xiaohua Hu, Jinyan Li, Chao Xie, Jieyue He, Deqing Zou, Kuan-Ching Li, Mário M. Freire:
Emerging Technologies in Knowledge Discovery and Data Mining, PAKDD 2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4819, Springer 2007, ISBN 978-3-540-77016-9 [contents] - 2006
- [j20]Xiaohua Hu:
GE-Miner: integration of cluster ensemble and text mining for comprehensive gene expression analysis. Int. J. Bioinform. Res. Appl. 2(3): 325-338 (2006) - [j19]Il-Yeol Song, Ki Jung Lee, Xiaohua Hu, John D. Maguire, Namyoun Choi, Peter P. Chen:
Designing a Data Warehouse for Cyber Crimes. J. Digit. Forensics Secur. Law 1(3): 5-22 (2006) - [j18]Zhong Huang, Yun Li, Xiaohua Hu:
Anti-parallel Coiled Coils Structure Prediction by Support Vector Machine Classification. Trans. Comp. Sys. Biology 5: 1-8 (2006) - [j17]Xiaohua Zhou, Xiaohua Hu, Guangren Li, Xia Lin, Xiaodan Zhang:
Relation-Based Document Retrieval for Biomedical IR. Trans. Comp. Sys. Biology 5: 112-128 (2006) - [j16]Xiaohua Hu, Tsau Young Lin, Il-Yeol Song, Illhoi Yoo, Min Song:
A semi-supervised efficient learning approach to extract biological relationships from web-based biomedical digital library. Web Intell. Agent Syst. 4(3): 327-339 (2006) - [c67]Xiaodan Zhang, Daniel Duanqing Wu, Xiaohua Zhou, Xiaohua Hu:
A Language Modeling Text Mining Approach to the Annotation of Protein Community. BIBE 2006: 12-19 - [c66]Illhoi Yoo, Xiaohua Hu:
Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study. CBMS 2006: 577-582 - [c65]Xiaohua Hu, Xiaodan Zhang, Xiaohua Zhou:
Integration of cluster ensemble and EM based text mining for microarray gene cluster identification and annotation. CIKM 2006: 824-825 - [c64]Xiaohua Zhou, Xiaohua Hu, Xia Lin, Hyoil Han, Xiaodan Zhang:
Relation-Based Document Retrieval for Biomedical Literature Databases. DASFAA 2006: 689-701 - [c63]Illhoi Yoo, Xiaohua Hu, Il-Yeol Song:
A Coherent Biomedical Literature Clustering and Summarization Approach Through Ontology-Enriched Graphical Representations. DaWaK 2006: 374-383 - [c62]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu:
Using Concept-Based Indexing to Improve Language Modeling Approach to Genomic IR. ECIR 2006: 444-455 - [c61]Xiaohua Hu:
Ensembles of classifiers based on rough sets theory and set-oriented database operations. GrC 2006: 67-73 - [c60]Weizhong Zhu, Xuheng Xu, Xiaohua Hu, Il-Yeol Song, Robert B. Allen:
Using UMLS-based Re-Weighting Terms as a Query Expansion Strategy. GrC 2006: 217-222 - [c59]Zhong Huang, Xiaohua Hu:
Object oriented modeling of protein translation system. GrC 2006: 353-356 - [c58]Xiaodan Zhang, Xiaohua Zhou, Xiaohua Hu:
Semantic Smoothing for Model-based Document Clustering. ICDM 2006: 1193-1198 - [c57]Xiaohua Hu, Xiaodan Zhang, Daniel Duanqing Wu, Xiaohua Zhou, Peter Rumm:
Integration of Instance-Based Learning and Text Mining for Identification of Potential Virus/Bacterium as Bio-terrorism Weapons. ISI 2006: 548-553 - [c56]Illhoi Yoo, Xiaohua Hu:
A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE. JCDL 2006: 220-229 - [c55]Illhoi Yoo, Xiaohua Hu, Il-Yeol Song:
Integration of semantic-based bipartite graph representation and mutual refinement strategy for biomedical literature clustering. KDD 2006: 791-796 - [c54]Illhoi Yoo, Xiaohua Hu:
Clustering Large Collection of Biomedical Literature Based on Ontology-Enriched Bipartite Graph Representation and Mutual Refinement Strategy. PAKDD 2006: 303-312 - [c53]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu:
MaxMatcher: Biological Concept Extraction Using Approximate Dictionary Lookup. PRICAI 2006: 1145-1149 - [c52]Chen Wu, Xiaohua Hu, Jingyu Yang, Xibei Yang:
Expanding Tolerance RST Models Based on Cores of Maximal Compatible Blocks. RSCTC 2006: 235-243 - [c51]Daniel Duanqing Wu, Xiaohua Hu:
Mining and analyzing the topological structure of protein-protein interaction networks. SAC 2006: 185-189 - [c50]Xiaohua Hu, Xiaodan Zhang, Illhoi Yoo, Yanqing Zhang:
A Semantic Approach for Mining Hidden Links from Complementary and Non-interactive Biomedical Literature. SDM 2006: 200-209 - [c49]Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang, Xia Lin, Il-Yeol Song:
Context-sensitive semantic smoothing for the language modeling approach to genomic IR. SIGIR 2006: 170-177 - [c48]Xuheng Xu, Weizhong Zhu, Xiaodan Zhang, Xiaohua Hu, Il-Yeol Song:
A Comparison of Local Analysis, Global Analysis and Ontology-based Query Expansion Strategies for Bio-medical Literature Search. SMC 2006: 3441-3446 - [c47]Chen Wu, Xiaohua Hu, Lijuan Wang, Xibei Yang, Yi Pan:
Knowledge Dependency Relationships in Incomplete Information System Based on Tolerance Relations. SMC 2006: 4773-4777 - [p1]Katherine M. Shelfer, Xiaohua Hu:
Making Better Sense of the Demographic Data Value in the Data Mining Procedure. Foundations and Novel Approaches in Data Mining 2006: 331-362 - [e5]Corrado Priami, Xiaohua Hu, Yi Pan, Tsau Young Lin:
Transactions on Computational Systems Biology V. Lecture Notes in Computer Science 4070, Springer 2006, ISBN 3-540-36048-4 [contents] - [e4]Tsau Young Lin, Setsuo Ohsuga, Churn-Jung Liau, Xiaohua Hu:
Foundations and Novel Approaches in Data Mining. Studies in Computational Intelligence 9, Springer 2006, ISBN 978-3-540-28315-7 [contents] - 2005
- [j15]Xiaohua Hu:
A Data Mining Approach for Retailing Bank Customer Attrition Analysis. Appl. Intell. 22(1): 47-60 (2005) - [j14]Xiaohua Hu, Il-Yeol Song, Hyoil Han, Illhoi Yoo, Ann Prestrud, Murray F. Brennan, Ari D. Brooks:
Temporal rule induction for clinical outcome analysis. Int. J. Bus. Intell. Data Min. 1(1): 122-136 (2005) - [j13]Xiaohua Hu:
Mining and analysing scale-free proteinprotein interaction network. Int. J. Bioinform. Res. Appl. 1(1): 81-101 (2005) - [j12]Xiaohua Hu, Illhoi Yoo, Xiaodan Zhang, Payal Nanavati, Debjit Das:
Wavelet transformation and cluster ensemble for gene expression analysis. Int. J. Bioinform. Res. Appl. 1(4): 447-460 (2005) - [j11]Xiaohua Hu, Xuheng Xu:
Mining novel connections from online biomedical text databases using semantic query expansion and semantic-relationship pruning. Int. J. Web Grid Serv. 1(2): 222-239 (2005) - [j10]Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen:
KXtractor: An Effective Biomedical Information Extraction Technique Based on Mixture Hidden Markov Models. Trans. Comp. Sys. Biology 2: 68-81 (2005) - [c46]Yuchun Tang, Yan-Qing Zhang, Zhen Huang, Xiaohua Hu:
Granular SVM-RFE Gene Selection Algorithm for Reliable Prostate Cancer Classification on Microarray Expression Data. BIBE 2005: 290-293 - [c45]Yuchun Tang, Yuanchen He, Yan-Qing Zhang, Zhen Huang, Xiaohua Hu, Rajshekhar Sunderraman:
A Hybrid CI-Based Knowledge Discovery System on Microarray Gene Expression Data. CIBCB 2005: 25-30 - [c44]Daniel Duanqing Wu, Xiaohua Hu:
An Efficient Approach to Detect a Protein Community from a Seed. CIBCB 2005: 135-141 - [c43]Xiaohua Hu, Illhoi Yoo, Min Song, Yanqing Zhang, Il-Yeol Song:
Mining undiscovered public knowledge from complementary and non-interactive biomedical literature through semantic pruning. CIKM 2005: 249-250 - [c42]Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen:
Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques. DaWaK 2005: 326-335 - [c41]Xiaohua Hu, Guangrong Li, Illhoi Yoo, Xiaodan Zhang, Xuheng Xu:
A semantic-based approach for mining undiscovered public knowledge from biomedical literature. GrC 2005: 22-27 - [c40]Bo Jin, Yan-Qing Zhang, Xiaohua Tony Hu:
Support vector machines with evolutionary interval neural networks for granular feature transformation in making effective biomedical data classification. GrC 2005: 163-166 - [c39]Weizhong Zhu, Xia Lin, Xiaohua Hu, Bahrad A. Sokhansanj:
Visualization of protein-protein interaction network for knowledge discovery. GrC 2005: 373-377 - [c38]Eric Louie, Tsau Young Em, Xiaohua Hu:
Analysis of using granules to find association rules. GrC 2005: 556-560 - [c37]Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen:
Integrating Text Chunking with Mixture Hidden Markov Models for Effective Biomedical Information Extraction. International Conference on Computational Science (2) 2005: 976-984 - [c36]Zhong Huang, Yun Li, Xiaohua Hu:
SVM Classification to Predict Two Stranded Anti-parallel Coiled Coils based on Protein Sequence Data. ICCSA (3) 2005: 374-380 - [c35]Xiaohua Hu, Illhoi Yoo, Peter Rumm, Michael E. Atwood:
Mining Candidate Viruses as Potential Bio-terrorism Weapons from Biomedical Literature. ISI 2005: 60-71 - [c34]Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen:
An Automatic Unsupervised Querying Algorithm for Efficient Information Extraction in Biomedical Domain. PAKDD 2005: 173-179 - [c33]Jianchao Han, Ricardo Sanchez, Xiaohua Hu:
Feature Selection Based on Relative Attribute Dependency: An Experimental Study. RSFDGrC (1) 2005: 214-223 - [e3]Xiaohua Hu, Qing Liu, Andrzej Skowron, Tsau Young Lin, Ronald R. Yager, Bo Zhang:
2005 IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005. IEEE 2005, ISBN 0-7803-9017-2 [contents] - [e2]Dominik Slezak, Jingtao Yao, James F. Peters, Wojciech Ziarko, Xiaohua Hu:
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part II. Lecture Notes in Computer Science 3642, Springer 2005, ISBN 3-540-28660-8 [contents] - [e1]Tsau Young Lin, Setsuo Ohsuga, Churn-Jung Liau, Xiaohua Hu, Shusaku Tsumoto:
Foundations of Data Mining and knowledge Discovery. Studies in Computational Intelligence 6, Springer 2005, ISBN 978-3-540-26257-2 [contents] - 2004
- [j9]Xiaohua Hu, Tsau Young Lin, Jianchao Han:
A New Rough Sets Model Based on Database Systems. Fundam. Informaticae 59(2-3): 135-152 (2004) - [j8]Xiaohua Hu, Nick Cercone:
A data warehouse/online analytic processing framework for web usage mining and business intelligence reporting. Int. J. Intell. Syst. 19(7): 585-606 (2004) - [c32]Xiaohua Hu, Illhoi Yoo:
Cluster Ensemble and Its Applications in Gene Expression Analysis. APBC 2004: 297-302 - [c31]Huiling Chen, Huan-Xiang Zhou, Xiaohua Hu, Illhoi Yoo:
Classification Comparison of Prediction of Solvent Accessibility From Protein Sequences. APBC 2004: 333-338 - [c30]Min Song, Il-Yeol Song, Xiaohua Hu:
Designing and developing an automatic interactive keyphrase extraction system with Unified Modeling Language (UML). ASIST 2004: 367-372 - [c29]Xiaohua Hu:
Integration of Cluster Ensemble and Text Summarization for Gene Expression Analysis. BIBE 2004: 251-258 - [c28]Xiaohua Hu, Illhoi Yoo, Il-Yeol Song, Min Song, Jianchao Han, Mark Lechner:
Extracting and mining protein-protein interaction network from biomedical literature. CIBCB 2004: 244-251 - [c27]Hyoil Han, Il-Yeol Song, Xiaohua Hu, Ann Prestrud, Murray F. Brennan, Ari D. Brooks:
Managing and Mining Clinical Outcomes. DASFAA 2004: 405-416 - [c26]Tsau Young Lin, Nick Cercone, Xiaohua Hu, Jianchao Han:
Intelligent Query Answering Based on Neighborhood Systems and Data Mining Techniques. IDEAS 2004: 91-96 - [c25]Jianchao Han, Xiaohua Hu, Tsau Young Lin:
Feature Subset Selection Based on Relative Dependency between Attributes. Rough Sets and Current Trends in Computing 2004: 176-185 - [c24]Xiaohua Hu, Tsau Young Lin, Il-Yeol Song, Xia Lin, Illhoi Yoo, Mark Lechner, Min Song:
Ontology-Based Scalable and Portable Information Extraction System to Extract Biological Knowledge from Huge Collection of Biomedical Web Documents. Web Intelligence 2004: 77-83 - [c23]Jianchao Han, Nick Cercone, Xiaohua Hu:
A Weighted Freshness Metric for Maintaining Search Engine Local Repository. Web Intelligence 2004: 677-680 - 2003
- [j7]Xiaohua Hu:
DB-HReduction: A data preprocessing algorithm for data mining applications. Appl. Math. Lett. 16(6): 889-895 (2003) - [j6]Xiaohua Hu:
Data-mining and Uncertain Reasoning: An Integrated Approach (Book Review). Inf. Vis. 2(1): 78-79 (2003) - [j5]Jianchao Han, Xiaohua Hu, Nick Cercone:
A visualization model of interactive knowledge discovery systems and its implementations. Inf. Vis. 2(2): 105-125 (2003) - [c22]Xiaohua Hu, Jianchao Han, Nick Cercone:
Discovering Cyber Communities from the WWW. COMPSAC 2003: 590-594 - [c21]Jianchao Han, Xiaohua Hu, Tsau Young Lin:
A New Computation Model for Rough Set Theory Based on Database Systems. DaWaK 2003: 381-390 - [c20]Tsau Young Lin, Xiaohua Tony Hu, Eric Louie:
Using attribute value lattice to find closed frequent itemsets. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2003: 28-36 - [c19]Tsau Young Lin, Xiaohua Hu, Eric Louie:
A fast association rule algorithm based on bitmap and granular computing. FUZZ-IEEE 2003: 678-683 - [c18]Xiaohua Hu, Tsau Young Lin, Eric Louie:
Bitmap Techniques for Optimizing Decision Support Queries and Association Rule Algorithms. IDEAS 2003: 34-43 - [c17]Jianchao Han, Xiaohua Hu, Tsau Young Lin:
An Efficient Algorithm for Computing Core Attributes in Database Systems. ISMIS 2003: 663-667 - [c16]Xiaohua Hu, Tsau Young Lin, Jianchao Han:
A New Rough Sets Model Based on Database Systems. RSFDGrC 2003: 114-121 - [c15]Min Song, Il-Yeol Song, Xiaohua Hu:
KPSpotter: a flexible information gain-based keyphrase extraction system. WIDM 2003: 50-53 - 2002
- [j4]Nick Cercone, Lijun Hou, Vlado Keselj, Aijun An, Kanlaya Naruedomkul, Xiaohua Hu:
From Computational Intelligence to Web Intelligence. Computer 35(11): 72-76 (2002) - [c14]Xiaohua Hu, Nick Cercone:
An OLAM framework for Web usage mining and business intelligence reporting. FUZZ-IEEE 2002: 950-955 - [c13]Xiaohua Hu:
Comparison of Classification Methods for Customer Attrition Analysis. Rough Sets and Current Trends in Computing 2002: 487-492 - 2001
- [j3]Xiaohua Hu, Nick Cercone:
Discovering Maximal Generalized Decision Rules Through Horixontal and Vertical Data Reduction. Comput. Intell. 17(3): 684-702 (2001) - [c12]Xiaohua Hu:
Using Rough Sets Theory and Database Operations to Construct a Good Ensemble of Classifiers for Data Mining Applications. ICDM 2001: 233-240 - 2000
- [c11]Yang Xiang, Xiaohua Hu, Nick Cercone, Howard J. Hamilton:
Learning Pseudo-independent Models: Analytical and Experimental Results. AI 2000: 227-239 - [c10]Jianchao Han, Xiaohua Hu, Nick Cercone:
Supervised Learning: A Generalized Rough Set Approach. Rough Sets and Current Trends in Computing 2000: 322-329
1990 – 1999
- 1999
- [j2]Xiaohua Hu, Nick Cercone:
Data Mining via Discretization, Generalization and Rough Set Feature Selection. Knowl. Inf. Syst. 1(1): 33-60 (1999) - 1997
- [c9]Xiaohua Hu, Nick Cercone:
Learning Maximal Generalized Decision Rules via Discretization, Generalization, and Rough Set Feature Selection. ICTAI 1997: 548- - 1996
- [c8]Xiaohua Hu, Nick Cercone:
Mining Knowledge Rules from Databases: A Rough Set Approach. ICDE 1996: 96-105 - [c7]Wojciech Ziarko, Nick Cercone, Xiaohua Hu:
Rule Discovery from Databases with Decision Matrices. ISMIS 1996: 653-662 - 1995
- [j1]Xiaohua Hu, Nick Cercone:
Learning in Relational Databases: A Rough Set Approach. Comput. Intell. 11: 323-338 (1995) - [c6]Ning Shan, Xiaohua Hu:
A Decision Matrix Approach for Constructing Multiple Knowledge Bases System. IEA/AIE 1995: 517-524 - [c5]Xiaohua Hu, Nick Cercone:
Rough Sets Similarity-Based Learning from Databases. KDD 1995: 162-167 - 1994
- [c4]Xiaohua Hu, Nick Cercone:
Discovery of Decision Rules in Relational Databases: A Rough Set Approach. CIKM 1994: 392-400 - [c3]Xiaohua Hu, Ning Shan, Nick Cercone, Wojciech Ziarko:
DBROUGH: A Rough Set Based Knowledge Discovery System. ISMIS 1994: 386-395 - [c2]Xiaohua Hu, Nick Cercone, Jinshi Xie:
Learning Data Trend Regularities From Databases in a Dynamic Environment. KDD Workshop 1994: 323-334 - 1993
- [c1]Xiaohua Hu, Nick Cercone, Jiawei Han:
An Attribute-Oriented Rough Set Approach for Knowledge Discovery in Databases. RSKD 1993: 90-99
Coauthor Index
[j105] [j103] [j102] [j100] [j94] [c238] [j86] [c235] [c233] [c232] [c231] [c230] [c229] [c228] [c224] [c219] [c218] [c215] [c210] [j77] [j76] [j75] [j74] [c197] [c196] [c195] [c186] [j72] [j69] [c183] [c182] [c181] [c179] [j67] [c175] [c174] [c170] [c169] [c163] [c156] [c155] [c154] [c150] [c141] [c138] [c137] [c136] [c132] [c127] [c112] [c109] [c108] [c106] [c105] [c94] [c87]
[j105] [j103] [j102] [j100] [j94] [c238] [j86] [c235] [c233] [c232] [c231] [c230] [c229] [c228] [c224] [c223] [c222] [j83] [j80] [j79] [c219] [c218] [c217] [c216] [c215] [c210] [j77] [c197] [c196] [c195] [c194] [j68] [c184] [c183] [c182] [c174] [c173] [c172] [c168] [c160] [c158] [c153] [c152] [c142] [c141]
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