Xiaoli Li

发表

Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling

Wei Wu, Yue Wang, James Decraene, 2014, 2014 IEEE 15th International Conference on Mobile Data Management.

Where you Instagram?: Associating Your Instagram Photos with Points of Interest

Xiaoli Li, Shonali Krishnaswamy, Gao Cong, 2015, CIKM.

Computational Knowledge Discovery for Bioinformatics Research

See-Kiong Ng, Xiaoli Li, 2012 .

Drug-Target Interaction Prediction with Graph Regularized Matrix Factorization

Chee Keong Kwoh, Xiaoli Li, Ali Ezzat, 2017, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Building text classifiers using positive and unlabeled examples

Philip S. Yu, Xiaoli Li, Bing Liu, 2003, Third IEEE International Conference on Data Mining.

Improving domain-based protein interaction prediction using biologically-significant negative dataset

See-Kiong Ng, Xiaoli Li, Soon-Heng Tan, 2006, Int. J. Data Min. Bioinform..

Finding trans-regulatory genes and protein complexes modulating meiotic recombination hotspots of human, mouse and yeast

Chee Keong Kwoh, Xiaoli Li, Jie Zheng, 2014, BMC Systems Biology.

Inferring Transcription Factor interactions using a novel HV-SVM classifier

See-Kiong Ng, Bharadwaj Veeravalli, Xiaoli Li, 2008, Int. J. Comput. Biol. Drug Des..

A Unified Scoring Scheme for Detecting Essential Proteins in Protein Interaction Networks

See-Kiong Ng, Xiaoli Li, Hon Nian Chua, 2008, 2008 20th IEEE International Conference on Tools with Artificial Intelligence.

Cost-Sensitive Online Classification with Adaptive Regularization and Its Applications

Min Wu, Steven C. H. Hoi, Xiaoli Li, 2015, 2015 IEEE International Conference on Data Mining.

Real-time adaptive classification system for intelligent sensing in manufacturing environment A feasibility study

Xiaoli Li, Minh Nhut Nguyen, Kar Leong Tew, 2012, 2012 IEEE International Conference on Granular Computing.

An Interactive Analytics Tool for Understanding Location Semantics and Mobility of Users Using Mobile Network Data

James Decraene, Ghim-Eng Yap, Xiaoli Li, 2014, 2014 IEEE 15th International Conference on Mobile Data Management.

Incremental Graph Clustering for Efficient Retrieval from Streaming Egocentric Video Data

Joo-Hwee Lim, Xiaoli Li, Liyuan Li, 2014, 2014 22nd International Conference on Pattern Recognition.

The Analysis of Bullwhip Effect in Supply Chain Based on Strategic Alliance

Rui Xu, Gang Liu, Xiaomin Song, 2007, I3E.

A core-attachment based method to detect protein complexes in PPI networks

Min Wu, Chee Keong Kwoh, See-Kiong Ng, 2009, BMC Bioinformatics.

SPO: Structure Preserving Oversampling for Imbalanced Time Series Classification

See-Kiong Ng, Xiaoli Li, Hong Cao, 2011, 2011 IEEE 11th International Conference on Data Mining.

Searching for Rising Stars in Bibliography Networks

See-Kiong Ng, Xiaoli Li, Chuan Sheng Foo, 2009, DASFAA.

Integrating diverse biological and computational sources for reliable protein-protein interactions

Chee Keong Kwoh, See-Kiong Ng, Xiaoli Li, 2010, BMC Bioinformatics.

EMNLP versus ACL: Analyzing NLP research over time

Xiaoli Li, Sujatha Das Gollapalli, X. Li, 2015, EMNLP.

Integrated Oversampling for Imbalanced Time Series Classification

See-Kiong Ng, Xiaoli Li, Hong Cao, 2013, IEEE Transactions on Knowledge and Data Engineering.

What Users Care About: A Framework for Social Content Alignment

Juan-Zi Li, Jie Tang, Xiaoli Li, 2013, IJCAI.

Detecting temporal protein complexes from dynamic protein-protein interaction networks

Peng Yang, Xiaoli Li, Dao-Qing Dai, 2014, BMC Bioinformatics.

Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction

Chunyan Miao, Yong Liu, Xiaoli Li, 2016, PLoS Comput. Biol..

Multi-Resolution-Test for Consistent phenotype Discrimination and biomarker Discovery in Translational Bioinformatics

See-Kiong Ng, Xiaoli Li, Zhou Ji, 2013, J. Bioinform. Comput. Biol..

An NER-based Product Identification and Lucene-based Product Linking Approach to CPROD1 Challenge: Description of Submission System to CPROD1 Challenge

Xiaoli Li, Man Lan, Wenting Wang, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

Analysis of the noise robustness problem and a new blind channel identification algorithm

Xiaoli Li, Xin Liu, Andy W. H. Khong, 2015, 2015 IEEE International Conference on Digital Signal Processing (DSP).

Domain-Specific Entity Linking via Fake Named Entity Detection

Juan-Zi Li, Xiaoli Li, Jiangtao Zhang, 2016, DASFAA.

Using micro information units for internet search

Xiaoli Li, Bing Liu, Tong-Heng Phang, 2002, CIKM '02.

Rule-Based Classification

Xiaoli Li, Bing Liu, X. Li, 2014, Data Classification: Algorithms and Applications.

Activity Recognition Using a Few Label Samples

Xiaoli Li, Shonali Krishnaswamy, Heydar Davoudi, 2014, PAKDD.

Algorithms for Detecting Protein Complexes in PPI Networks: An Evaluation Study

Chee Keong Kwoh, Xiaoli Li, Min Wu, 2008 .

Systematic Gene Function Prediction Using a Fuzzy Nearest-Cluster Method on Gene Expression Data

See-Kiong Ng, Xiaoli Li, Yin-Chet Tan, 2006, First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06).

Discovery of novel NAMPT inhibitors based on pharmacophore modeling and virtual screening techniques.

Xiaoli Li, Qianying Yi, Lu Zhou, 2015, Combinatorial chemistry & high throughput screening.

Ensemble Based Positive Unlabeled Learning for Time Series Classification

See-Kiong Ng, Xiaoli Li, Minh Nhut Nguyen, 2012, DASFAA.

Microbial community pattern detection in human body habitats via ensemble clustering framework

Peng Yang, Xiaoli Li, Le Ou-Yang, 2014, BMC Systems Biology.

Dealing with different distributions in learning from

Xiaoli Li, Bing Liu, 2004, WWW Alt. '04.

An integrated framework for human activity recognition

Xiaoli Li, Shonali Krishnaswamy, Hong Cao, 2012, UbiComp '12.

Signal Processing in Neuroscience

Xiaoli Li, X. Li, 2016, Springer Singapore.

Learning to Align Comments to News Topics

Juan-Zi Li, Jie Tang, Xiaoli Li, 2017, ACM Trans. Inf. Syst..

Human activity classification in people centric sensing exploiting sparseness measurement

Fei Xue, Xiaoli Li, Shonali Krishnaswamy, 2015, 2015 10th International Conference on Information, Communications and Signal Processing (ICICS).

Introduction to the CSBio2014 special issue

Xiaoli Li, Jie Zheng, 2015, J. Bioinform. Comput. Biol..

CDR-To-MoVis: Developing a Mobility Visualization System from CDR data

Wei Wu, James Decraene, João Bártolo Gomes, 2015, 2015 IEEE 31st International Conference on Data Engineering.

ECODE: Event-Based Community Detection from Social Networks

Philip S. Yu, See-Kiong Ng, Xiaoli Li, 2011, DASFAA.

MIKE: Keyphrase Extraction by Integrating Multidimensional Information

Xiaoli Li, Xiaoqing Liu, Yuxiang Zhang, 2017, CIKM.

Protein Interaction Prediction Using Inferred Domain Interactions and Biologically-Significant Negative Dataset

See-Kiong Ng, Xiaoli Li, Soon-Heng Tan, 2005, ICCSA.

Home and Work Place Prediction for Urban Planning Using Mobile Network Data

Yue Wang, James Decraene, Dang The Anh, 2014, 2014 IEEE 15th International Conference on Mobile Data Management.

Partially Supervised Classification of Text Documents

Philip S. Yu, Xiaoli Li, Bing Liu, 2002, ICML.

Positive Unlabeled Leaning for Time Series Classification

See-Kiong Ng, Xiaoli Li, Minh Nhut Nguyen, 2011, IJCAI.

Positive Unlabeled Learning for Data Stream Classification

Philip S. Yu, See-Kiong Ng, Xiaoli Li, 2009, SDM.

Low-rank decomposition meets kernel learning: A generalized Nyström method

Jun Wang, Wei Cheng, Xiaoli Li, 2017, Artif. Intell..

Drug-target interaction prediction by learning from local information and neighbors

Chee Keong Kwoh, Peng Yang, Xiaoli Li, 2013, Bioinform..

Globalized bipartite local model for drug-target interaction prediction

Chee Keong Kwoh, Peng Yang, Xiaoli Li, 2012, BIOKDD '12.

Multi-resolution independent component analysis for high-performance tumor classification and biomarker discovery

Xiaoli Li, Henry Han, Xiaoli Li, 2011, BMC Bioinformatics.

Enlightenment on the Construction of American and Japanese University Technology Transfer Organizations Based on Triple Helix Model

Xiaoli Li, X. Li, 2013 .

Discovery of Protein Complexes with Core-Attachment Structures from Tandem Affinity Purification (TAP) Data

Chee Keong Kwoh, Limsoon Wong, See-Kiong Ng, 2012, J. Comput. Biol..

An HV-SVM Classifier to Infer TF-TF Interactions Using Protein Domains and GO Annotations

See-Kiong Ng, Bharadwaj Veeravalli, Xiaoli Li, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Orthogonal mechanism for answering batch queries with differential privacy

Philip S. Yu, Xiaoli Li, Shuguo Han, 2015, SSDBM.

Social Identity Link Across Incomplete Social Information Sources Using Anchor Link Expansion

Xiaoli Li, Lulu Wang, Yuxiang Zhang, 2016, PAKDD.

Biological Data Mining and Its Applications in Healthcare

See-Kiong Ng, Xiaoli Li, Jason T. L. Wang, 2013 .

Detecting Public Influence on News Using Topic-Aware Dynamic Granger Test

Juan-Zi Li, Xiaoli Li, Lei Hou, 2016, ECML/PKDD.

Meta-analysis of Genomic and Proteomic Features to Predict Synthetic Lethality of Yeast and Human Cancer

Fan Zhang, Chee Keong Kwoh, Xiaoli Li, 2013, BCB.

Learning to Classify Documents with Only a Small Positive Training Set

See-Kiong Ng, Xiaoli Li, Bing Liu, 2007, ECML.

Negative Training Data Can be Harmful to Text Classification

See-Kiong Ng, Xiaoli Li, Bing Liu, 2010, EMNLP.

Learning to Classify Texts Using Positive and Unlabeled Data

Xiaoli Li, Bing Liu, 2003, IJCAI.

Text Classification by Labeling Words

Philip S. Yu, Xiaoli Li, Bing Liu, 2004, AAAI.

Multiple Model Adaptive Tracking Control Based on Adaptive Dynamic Programming

Yang Li, Xiaoli Li, Kang Wang, 2016 .

Integrating Community Question and Answer Archives

See-Kiong Ng, Xiaoli Li, Gao Cong, 2011, AAAI.

Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization

Jianneng Cao, Xiaoli Li, Zhiqiang Xu, 2016, ICML.

Exploring the Context of Locations for Personalized Location Recommendations

Xin Liu, Yong Liu, Xiaoli Li, 2016, IJCAI.

Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation

Xiaoli Li, Shonali Krishnaswamy, Gao Cong, 2015, SIGIR.

Learning Optimal Social Dependency for Recommendation pdf

Xin Liu, Yong Liu, Xiaoli Li, 2016, ArXiv.

Efficient Multi-Class Selective Sampling on Graphs

Wei Liu, Steven C. H. Hoi, Peng Yang, 2016, UAI.

Behaviors and Profit Based Sales Campaign Design

Xiaoli Li, Kelvin Sim, Whye Loon Tung, 2015, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI).

On finding the maximum edge biclique in a bipartite graph: a subspace clustering approach

Xiaoli Li, Honghai Yu, Eran Shaham, 2016, SDM.

Stochastic least squares learning for deep architectures

Xiaoli Li, Girish Kumar, Eng Yeow Cheu, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

A possible mutation that enables H1N1 influenza a virus to escape antibody recognition

Chee Keong Kwoh, Xiaoli Li, Stephanus Daniel Handoko, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Incorporating Expert Knowledge into Keyphrase Extraction

Peng Yang, Xiaoli Li, Sujatha Das Gollapalli, 2017, AAAI.

Ensemble Based Real-Time Adaptive Classification System for Intelligent Sensing Machine Diagnostics

Xiaoli Li, Chunyu Bao, Minh Nhut Nguyen, 2012, IEEE Transactions on Reliability.

Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling

Juan-Zi Li, Xiaoli Li, Lei Hou, 2015, DASFAA.

Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life

Xiaoli Li, Peilin Zhao, G. Sateesh Babu, 2016, DASFAA.

Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data

Peng Yang, Xiaoli Li, Zhen Hai, 2016, EMNLP.

Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition

Xiaoli Li, Shonali Krishnaswamy, Jianbo Yang, 2015, IJCAI.

A systematic approach towards manufacturing health management

Xiaoli Li, Kar Leong Tew, Sintiani Dewi Teddy, 2011, 2011 Prognostics and System Health Managment Confernece.

An Aggressive Graph-Based Selective Sampling Algorithm for Classification

Peng Yang, Xiaoli Li, Vincent Wenchen Zheng, 2015, 2015 IEEE International Conference on Data Mining.

Positive Unlabelled Learning for Document Classification

Xiaoli Li, 2009, Encyclopedia of Data Warehousing and Mining.

Feature extraction and classification of EEG signals in autistic children based on singular spectrum analysis

Jie Zhao, Xiaoli Li, He Chen, 2019, Chinese Science Bulletin.

Semantic proximity search on graphs with metagraph-based learning

Kevin Chen-Chuan Chang, Xiaoli Li, Wenqing Lin, 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE).

Meta-cognitive Regression Neural Network for function approximation: Application to Remaining Useful Life estimation

Xiaoli Li, Sundaram Suresh, G. Sateesh Babu, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Variable-Length Hashing pdf

Pierre Moulin, Xiaoli Li, Honghai Yu, 2016, ArXiv.

Eliminating noisy information in Web pages for data mining

Xiaoli Li, Bing Liu, Lan Yi, 2003, KDD '03.

Systematic gene function prediction from gene expression data by using a fuzzy nearest-cluster method

See-Kiong Ng, Xiaoli Li, Yin-Chet Tan, 2006, BMC Bioinformatics.

Hyperspectral Reflectance Imaging Combined with Multivariate Analysis for Diagnosis of Sclerotinia Stem Rot on Arabidopsis Thaliana Leaves

Xiaoli Li, Yong He, Jing Liang, 2019, Applied Sciences.

Classification and its application to drug-target interaction prediction pdf

Chee Keong Kwoh, Peng Yang, Xiaoli Li, 2015, ArXiv.

A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph

Xiaoli Li, Xiaohuan Cao, Bin Wu, 2018, PAKDD.

Document Analysis and Retrieval Tasks in Scientific Digital Libraries

Cornelia Caragea, Xiaoli Li, C. Lee Giles, 2014, RuSSIR.

A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning

Xiaoli Li, Zhipeng Xie, Liyang Jiang, 2015, DASFAA.

Drug-target interaction prediction via class imbalance-aware ensemble learning

Chee Keong Kwoh, Xiaoli Li, Ali Ezzat, 2016, BMC Bioinformatics.

Incremental Minimax Optimization based Fuzzy Clustering for Large Multi-view Data pdf

Xiaoli Li, Yangtao Wang, Lihui Chen, 2016, ArXiv.

A Probabilistic Graph‐Theoretic Approach to Integrate Multiple Predictions for the Protein–Protein Subnetwork Prediction Challenge

Guimei Liu, Limsoon Wong, See-Kiong Ng, 2009, Annals of the New York Academy of Sciences.

An integrated framework for human activity classification

Xiaoli Li, Shonali Krishnaswamy, Hong Cao, 2012, UbiComp.

Positive-unlabeled learning for disease gene identification

Chee Keong Kwoh, See-Kiong Ng, Peng Yang, 2012, Bioinform..

NetPipe: a network-based pipeline for discovery of genes and protein complexes regulating meiotic recombination hotspots

Chee Keong Kwoh, Xiaoli Li, Jie Zheng, 2012, BCB.

Construction of co-complex score matrix for protein complex prediction from AP-MS data

Chee Keong Kwoh, Xiaoli Li, Zhipeng Xie, 2011, Bioinform..

Learning from Positive and Unlabeled Examples with Different Data Distributions

Xiaoli Li, Bing Liu, B. Liu, 2005, ECML.

A two-layer integration framework for protein complex detection

Min Wu, Xiaoli Li, Hong Yan, 2016, BMC Bioinformatics.

Learning to Identify Unexpected Instances in the Test Set

See-Kiong Ng, Xiaoli Li, Bing Liu, 2007, IJCAI.

Learning User Dependencies for Recommendation

Xin Liu, Yong Liu, Xiaoli Li, 2017, IJCAI.

TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering

Juan-Zi Li, Xiaoli Li, Linmei Hu, 2015, EMNLP.

What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM

Juan-Zi Li, Xiaoli Li, Linmei Hu, 2017, AAAI.

Approach Towards Manufacturing Health Management

Xiaoli Li, Kar Leong Tew, Sintiani Dewi Teddy, 2011 .

Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy

Xiaoli Li, Shuguo Han, Dong Huang, 2015, PAKDD.

Class Augmented Active Learning

Xiaoli Li, Chunyu Bao, Hong Cao, 2014, SDM.

Distributional Similarity vs. PU Learning for Entity Set Expansion

See-Kiong Ng, Xiaoli Li, Lei Zhang, 2010, ACL.

Predicting essential genes and synthetic lethality via influence propagation in signaling pathways of cancer cell fates

Fan Zhang, Chee Keong Kwoh, Xiaoli Li, 2015, J. Bioinform. Comput. Biol..

A refinement approach to handling model misfit in text categorization

Xiaoli Li, Haoran Wu, Bing Liu, 2002, KDD.

Effective Next-Items Recommendation via Personalized Sequential Pattern Mining

Philip S. Yu, Ghim-Eng Yap, Xiaoli Li, 2012, DASFAA.

Computational Prediction of Drug-Target Interactions via Ensemble Learning.

Min Wu, Xiaoli Li, Chee-Keong Kwoh, 2018, Methods in molecular biology.

Keyphrase Extraction using Sequential Labeling pdf

Xiaoli Li, Sujatha Das Gollapalli, X. Li, 2016, ArXiv.

Learning Topic Hierarchies for Wikipedia Categories

Yongbin Liu, Juan-Zi Li, Jie Tang, 2015, ACL.

Guest Editorial: Special Section on Biological Data Mining and Its Applications in Healthcare

Fei Wang, See-Kiong Ng, Xiaoli Li, 2017, TCBB.

Entity Set Expansion with Meta Path in Knowledge Graph

Bin Wu, Xiaoli Li, Xiaohuan Cao, 2017, PAKDD.

Learning Correlative and Personalized Structure for Online Multi-Task Classification

Peng Yang, Xiaoli Li, Guangxia Li, 2016, SDM.

Classifying biomedical citations without labeled training examples

Tze-Yun Leong, Xiaoli Li, Rohit Joshi, 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).

Bearing Condition Monitoring and Fault Diagnosis of a Wind Turbine Using Parameter Free Detection

Xiaoli Li, Ming Liang, Shenggang Yang, 2011 .

In Silico Prediction of Synthetic Lethality by Meta-Analysis of Genetic Interactions, Functions, and Pathways in Yeast and Human Cancer

Fan Zhang, Xiaoli Li, Chee-Keong Kwoh, 2014, Cancer informatics.

PET Timing Performance Measurement Method Using NEMA NEC Phantom

Hongwei Ye, Xiaofeng Niu, Xiaoli Li, 2016, IEEE Transactions on Nuclear Science.