Tao Li

372 papers A* 76A 36B 18C 19Misc 20Journal 145Unranked 51
YearRankTypeTitle / Venue / Authors
2026 J jnl
Defensive Adversarial CAPTCHA: A Semantics-Driven Framework for Natural Adversarial Example Generation.
IEEE Trans. Dependable Secur. Comput.
Xia Du, Xiaoyuan Liu, Jizhe Zhou, Zheng Lin, Chi-Man Pun, Cong Wu, Tao Li, Zhe Chen, Wei Ni, Jun Luo
2026 J jnl
SplitCom: Communication-efficient Split Federated Fine-tuning of LLMs via Temporal Compression.
CoRR
Tao Li, Yulin Tang, Yiyang Song, Cong Wu, Xihui Liu, Pan Li, Xianhao Chen
2025 J jnl
Defensive Adversarial CAPTCHA: A Semantics-Driven Framework for Natural Adversarial Example Generation.
CoRR
Xia Du, Xiaoyuan Liu, Jizhe Zhou, Zheng Lin, Chi-Man Pun, Cong Wu, Tao Li, Zhe Chen, Wei Ni, Jun Luo
2025 J jnl
Pipelining Split Learning in Multi-hop Edge Networks.
CoRR
Wei Wei, Zheng Lin, Tao Li, Xuanheng Li, Xianhao Chen
2025 J jnl
SLIDE: Simultaneous Model Downloading and Inference at the Wireless Network Edge.
CoRR
Guanqiao Qu, Tao Li, Qian Chen, Xianhao Chen, Sheng Zhou
2021 J jnl
An Effective Classification-Based Framework for Predicting Cloud Capacity Demand in Cloud Services.
IEEE Trans. Serv. Comput.
Bin Xia, Tao Li, Qifeng Zhou, Qianmu Li, Hong Zhang
2021 J jnl
Privacy preserving techniques for decision trees.
Int. J. Inf. Comput. Secur.
Xiaoqian Liu, Qianmu Li, Tao Li, Ming Wu
2020 J jnl
Correction to: Incentive mechanisms for mobile crowd sensing based on supply-demand relationship.
Peer-to-Peer Netw. Appl.
Jia Xu, Wei Lu, Lijie Xu, Dejun Yang, Tao Li
2020 J jnl
DISL: Deep Isomorphic Substructure Learning for network representations.
Knowl. Based Syst.
Shicheng Cui, Tao Li, Shu-Ching Chen, Mei-Ling Shyu, Qianmu Li, Hong Zhang
2020 J jnl
Incentive Mechanism for Multiple Cooperative Tasks with Compatible Users in Mobile Crowd Sensing via Online Communities.
IEEE Trans. Mob. Comput.
Jia Xu, Zhengqiang Rao, Lijie Xu, Dejun Yang, Tao Li
2019 J jnl
An Integrated Framework for Mining Temporal Logs from Fluctuating Events.
IEEE Trans. Serv. Comput.
Chunqiu Zeng, Liang Tang, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2019 J jnl
Bug Reports for Desktop Software and Mobile Apps in GitHub: What's the Difference?
IEEE Softw.
Tao Zhang, Jiachi Chen, Xiapu Luo, Tao Li
2019 J jnl
HiRecS: A Hierarchical Contextual Location Recommendation System.
IEEE Trans. Comput. Soc. Syst.
Ramesh Baral, S. Sitharama Iyengar, Xiaolong Zhu, Tao Li, Pawel Sniatala
2019 J jnl
Incentive mechanisms for mobile crowd sensing based on supply-demand relationship.
Peer-to-Peer Netw. Appl.
Jia Xu, Wei Lu, Lijie Xu, Dejun Yang, Tao Li
2019 J jnl
Joint prediction of time series data in inventory management.
Knowl. Inf. Syst.
Qifeng Zhou, Ruyuan Han, Tao Li, Bin Xia
2019 J jnl
MCC: a Multiple Consensus Clustering Framework.
J. Classif.
Tao Li, Yi Zhang, Dingding Wang, Jian Xu
2019 J jnl
Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms.
IEEE Trans. Knowl. Data Eng.
Qing Wang, Chunqiu Zeng, Wubai Zhou, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik
2018 J jnl
A Variational Pan-Sharpening Method Based on Spatial Fractional-Order Geometry and Spectral-Spatial Low-Rank Priors.
IEEE Trans. Geosci. Remote. Sens.
Pengfei Liu, Liang Xiao, Tao Li
2018 J jnl
A novel data-driven stock price trend prediction system.
Expert Syst. Appl.
Jing Zhang, Shicheng Cui, Yan Xu, Qianmu Li, Tao Li
2018 — conf
AISTAR: An Intelligent System for Online IT Ticket Automation Recommendation.
IEEE BigData
Qing Wang, Chunqiu Zeng, S. S. Iyengar, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2018 J jnl
CAPS: Context Aware Personalized POI Sequence Recommender System.
CoRR
Ramesh Baral, Tao Li, Xiaolong Zhu
2018 A conf
CLoSe: Contextualized Location Sequence Recommender.
RecSys
Ramesh Baral, S. S. Iyengar, Tao Li, N. Balakrishnan
2018 J jnl
City Disaster Susceptibility Comparisons using Weighted Bipartite Graphs.
Int. J. Next Gener. Comput.
Ning Xie, Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Jinpeng Wei
2018 J jnl
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.
CoRR
Guang-Neng Hu, Xin-Yu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen
2018 J jnl
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.
ACM Trans. Knowl. Discov. Data
Guang-Neng Hu, Xinyu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen
2018 Misc conf
Context-Sensitive Neural Sentiment Classification.
IRI
Shekoofeh Mokhtari, Tao Li, Ning Xie
2018 J jnl
Differentially private classification with decision tree ensemble.
Appl. Soft Comput.
Xiaoqian Liu, Qianmu Li, Tao Li, Dong Chen
2018 — conf
Discovering Multiple Time Lags of Temporal Dependencies from Fluctuating Events.
APWeb/WAIM (2)
Wentao Wang, Chunqiu Zeng, Tao Li
2018 J jnl
Editorial Introduction to the Special Issue on Multimedia Big Data for Extreme Events.
IEEE Trans. Multim.
Tao Li, Xuan Song, Shu-Ching Chen, Ryosuke Shibasaki, Rajendra Akerkar
2018 — conf
Event Extraction from Streaming System Logs.
ICISA
Shuting Guo, Zheng Liu, Wenyan Chen, Tao Li
2018 J jnl
Event summarization for sports games using twitter streams.
World Wide Web
Yue Huang, Chao Shen, Tao Li
2018 J jnl
Exploiting the roles of aspects in personalized POI recommender systems.
Data Min. Knowl. Discov.
Ramesh Baral, Tao Li
2018 J jnl
HashTran-DNN: A Framework for Enhancing Robustness of Deep Neural Networks against Adversarial Malware Samples.
CoRR
Deqiang Li, Ramesh Baral, Tao Li, Han Wang, Qianmu Li, Shouhuai Xu
2018 — conf
HiCaPS: hierarchical contextual POI sequence recommender.
SIGSPATIAL/GIS
Ramesh Baral, S. S. Iyengar, Tao Li, Xiaolong Zhu
2018 J jnl
Improving Crowdsourced Label Quality Using Noise Correction.
IEEE Trans. Neural Networks Learn. Syst.
Jing Zhang, Victor S. Sheng, Tao Li, Xindong Wu
2018 J jnl
Multi-context features for detecting malicious programs.
J. Comput. Virol. Hacking Tech.
Moustafa Saleh, Tao Li, Shouhuai Xu
2018 B conf
Multi-view feature selection for labeling noisy ticket data.
NOMS
Wubai Zhou, Xiaolong Zhu, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2018 J jnl
Multiple Relational Topic Modeling for Noisy Short Texts.
Int. J. Softw. Eng. Knowl. Eng.
Zheng Liu, Chi-Yu Liu, Bin Xia, Tao Li
2018 J jnl
Noise-tolerance matrix completion for location recommendation.
Data Min. Knowl. Discov.
Bin Xia, Tao Li, Qianmu Li, Hong Zhang
2018 J jnl
Normal curvature-induced variational model for image restoration.
IET Image Process.
Pengfei Liu, Liang Xiao, Tao Li
2018 A conf
Online IT Ticket Automation Recommendation Using Hierarchical Multi-armed Bandit Algorithms.
SDM
Qing Wang, Tao Li, S. S. Iyengar, Larisa Shwartz, Genady Ya. Grabarnik
2018 B conf
Online Incentive Mechanism for Mobile Crowdsourcing Based on Two-Tiered Social Crowdsourcing Architecture.
SECON
Jia Xu, Chengcheng Guan, Haobo Wu, Dejun Yang, Lijie Xu, Tao Li
2018 J jnl
PatSearch: an integrated framework for patentability retrieval.
Knowl. Inf. Syst.
Longhui Zhang, Li Zheng, Lei Li, Chao Shen, Tao Li
2018 A conf
ReEL: R eview Aware Explanation of Location Recommendation.
UMAP
Ramesh Baral, Xiaolong Zhu, S. S. Iyengar, Tao Li
2018 J jnl
Recurrent neural system with minimum complexity: A deep learning perspective.
Neurocomputing
Xiaochuan Sun, Tao Li, Yingqi Li, Qun Li, Yue Huang, Jiayu Liu
2018 Misc conf
RevMap: A Visualized Framework for Holistic View of Reviews.
IRI
Shekoofeh Mokhtari, Tao Li, Ning Xie
2018 J jnl
Robust graph regularized nonnegative matrix factorization for clustering.
Data Min. Knowl. Discov.
Shudong Huang, Hongjun Wang, Tao Li, Tianrui Li, Zenglin Xu
2018 J jnl
Signature based trouble ticket classification.
Future Gener. Comput. Syst.
Jian Xu, Hang Zhang, Wubai Zhou, Rouying He, Tao Li
2018 C conf
Topic Modeling for Noisy Short Texts with Multiple Relations.
SEKE
Chi-Yu Liu, Zheng Liu, Tao Li, Bin Xia
2018 J jnl
Trouble Ticket Routing Models and Their Applications.
IEEE Trans. Netw. Serv. Manag.
Jian Xu, Rouying He, Wubai Zhou, Tao Li
2017 J jnl
A Survey on Malware Detection Using Data Mining Techniques.
ACM Comput. Surv.
Yanfang Ye, Tao Li, Donald A. Adjeroh, S. Sitharama Iyengar
2017 J jnl
A survey on expert finding techniques.
J. Intell. Inf. Syst.
Shuyi Lin, Wenxing Hong, Dingding Wang, Tao Li
2017 Misc conf
A visual tool for ticket monitoring and management.
ISKE
Xiaolong Zhu, Wubai Zhou, Tao Li
2017 — conf
An Advanced Inventory Data Mining System for Business Intelligence.
BigDataService
Qifeng Zhou, Bin Xia, Wei Xue, Chunqiu Zeng, Ruyuan Han, Tao Li
2017 Misc conf
An improved textual storyline generating framework for disaster information management.
ISKE
Qifeng Zhou, Ruifeng Yuan, Tao Li
2017 J jnl
Aspect identification and ratings inference for hotel reviews.
World Wide Web
Wei Xue, Tao Li, Naphtali Rishe
2017 Misc conf
Attention-based recurrent neural network for location recommendation.
ISKE
Bin Xia, Yun Li, Qianmu Li, Tao Li
2017 J jnl
Cluster ensemble selection with constraints.
Neurocomputing
Fan Yang, Tao Li, Qifeng Zhou, Han Xiao
2017 — conf
Constructing the Knowledge Base for Cognitive IT Service Management.
SCC
Qing Wang, Wubai Zhou, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2017 J jnl
Data-Driven Techniques in Computing System Management.
ACM Comput. Surv.
Tao Li, Chunqiu Zeng, Yexi Jiang, Wubai Zhou, Liang Tang, Zheng Liu, Yue Huang
2017 J jnl
Data-Driven Techniques in Disaster Information Management.
ACM Comput. Surv.
Tao Li, Ning Xie, Chunqiu Zeng, Wubai Zhou, Li Zheng, Yexi Jiang, Yimin Yang, Hsin-Yu Ha, Wei Xue, Yue Huang, Shu-Ching Chen, Jainendra K. Navlakha, S. Sitharama Iyengar
2017 J jnl
Deep belief echo-state network and its application to time series prediction.
Knowl. Based Syst.
Xiaochuan Sun, Tao Li, Qun Li, Yue Huang, Yingqi Li
2017 J jnl
DeepMob: Learning Deep Knowledge of Human Emergency Behavior and Mobility from Big and Heterogeneous Data.
ACM Trans. Inf. Syst.
Xuan Song, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie, Tao Li, Ryutaro Adachi
2017 J jnl
FIMI: A Constant Frugal Incentive Mechanism for Time Window Coverage in Mobile Crowdsensing.
J. Comput. Sci. Technol.
Jia Xu, Jian-Ren Fu, Dejun Yang, Li-Jie Xu, Lei Wang, Tao Li
2017 J jnl
FIU-Miner (a fast, integrated, and user-friendly system for data mining) and its applications.
Knowl. Inf. Syst.
Tao Li, Chunqiu Zeng, Wubai Zhou, Wei Xue, Yue Huang, Zheng Liu, Qifeng Zhou, Bin Xia, Qing Wang, Wentao Wang, Xiaolong Zhu
2017 A* conf
FLAP: An End-to-End Event Log Analysis Platform for System Management.
KDD
Tao Li, Yexi Jiang, Chunqiu Zeng, Bin Xia, Zheng Liu, Wubai Zhou, Xiaolong Zhu, Wentao Wang, Liang Zhang, Jun Wu, Li Xue, Dewei Bao
2017 J jnl
Guest editorial: WWWJ special issue of the 16th International Conference on Web Information Systems Engineering (WISE 2015).
World Wide Web
Wojciech Cellary, Tao Li, Jianyong Wang, Dingding Wang, Yanchun Zhang
2017 B conf
Incentivizing the Biased Requesters: Truthful Task Assignment Mechanisms in Crowdsourcing.
SECON
Jia Xu, Hui Li, Yanxu Li, Dejun Yang, Tao Li
2017 J jnl
Knowledge Guided Hierarchical Multi-Label Classification Over Ticket Data.
IEEE Trans. Netw. Serv. Manag.
Chunqiu Zeng, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2017 A* conf
Label Aggregation for Crowdsourcing with Bi-Layer Clustering.
SIGIR
Jing Zhang, Victor S. Sheng, Tao Li
2017 — conf
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews.
IJCNLP(2)
Wei Xue, Wubai Zhou, Tao Li, Qing Wang
2017 B conf
Mobile Crowd Sensing via Online Communities: Incentive Mechanisms for Multiple Cooperative Tasks.
MASS
Jia Xu, Zhengqiang Rao, Li-Jie Xu, Dejun Yang, Tao Li
2017 Misc conf
Named entity recognition for Chinese telecommunications field based on Char2Vec and Bi-LSTMs.
ISKE
Yu Wang, Bin Xia, Zheng Liu, Yun Li, Tao Li
2017 J jnl
Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms.
CoRR
Qing Wang, Chunqiu Zeng, Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2017 J jnl
PERS: A Personalized and Explainable POI Recommender System.
CoRR
Ramesh Baral, Tao Li
2017 J jnl
Private classification with limited labeled data.
Knowl. Based Syst.
Xiaoqian Liu, Qianmu Li, Tao Li
2017 J jnl
Recent advances in feature selection and its applications.
Knowl. Inf. Syst.
Yun Li, Tao Li, Huan Liu
2017 A* conf
STAR: A System for Ticket Analysis and Resolution.
KDD
Wubai Zhou, Wei Xue, Ramesh Baral, Qing Wang, Chunqiu Zeng, Tao Li, Jian Xu, Zheng Liu, Larisa Shwartz, Genady Ya. Grabarnik
2017 Misc conf
SimWalk: Learning network latent representations with social relation similarity.
ISKE
Shicheng Cui, Bin Xia, Tao Li, Ming Wu, Deqiang Li, Qianmu Li, Hong Zhang
2017 J jnl
VRer: Context-Based Venue Recommendation using embedded space ranking SVM in location-based social network.
Expert Syst. Appl.
Bin Xia, Zhen Ni, Tao Li, Qianmu Li, Qifeng Zhou
2017 — conf
Weakly-Supervised Dual Generative Adversarial Networks for Makeup-Removal.
ICONIP (2)
Xuedong Hou, Yun Li, Tao Li
2016 — conf
A Demonstration of QA System Based on Knowledge Base.
APWeb (2)
Zhenjiang Dong, Hong Chen, Jingqiang Chen, Huakang Li, Tao Li
2016 J jnl
CSM: A Cloud Service Marketplace for Complex Service Acquisition.
ACM Trans. Intell. Syst. Technol.
Yexi Jiang, Chang-Shing Perng, Anca Sailer, Ignacio Silva-Lepe, Yang Zhou, Tao Li
2016 Misc conf
CityCoupling: bridging intercity human mobility.
UbiComp
Zipei Fan, Xuan Song, Ryosuke Shibasaki, Tao Li, Hodaka Kaneda
2016 J jnl
Constraint Co-Projections for Semi-Supervised Co-Clustering.
IEEE Trans. Cybern.
Shudong Huang, Hongjun Wang, Tao Li, Yan Yang, Tianrui Li
2016 J jnl
Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features.
Knowl. Based Syst.
Qifeng Zhou, Hao Zhou, Tao Li
2016 A conf
DI-DAP: An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management.
CIKM
Tao Li, Wubai Zhou, Chunqiu Zeng, Qing Wang, Qifeng Zhou, Dingding Wang, Jia Xu, Yue Huang, Wentao Wang, Minjing Zhang, Steven Luis, Shu-Ching Chen, Naphtali Rishe
2016 J jnl
Entity disambiguation to Wikipedia using collective ranking.
Inf. Process. Manag.
Gang Zhao, Ji Wu, Dingding Wang, Tao Li
2016 J jnl
FIRST: Face Identity Recognition in SmarT Bank.
Int. J. Semantic Comput.
Qianmu Li, Tao Li, Bin Xia, Ming Ni, Xiaoqian Liu, Qifeng Zhou, Yong Qi
2016 J jnl
FindMal: A file-to-file social network based malware detection framework.
Knowl. Based Syst.
Ming Ni, Tao Li, Qianmu Li, Hong Zhang, Yanfang Ye
2016 Misc conf
GeoTeCS: Exploiting Geographical, Temporal, Categorical and Social Aspects for Personalized POI Recommendation (Invited Paper).
IRI
Ramesh Baral, Dingding Wang, Tao Li, Shu-Ching Chen
2016 — conf
Identifying Relevant Subgraphs in Large Networks.
APWeb Workshops
Zheng Liu, Shuting Guo, Tao Li, Wenyan Chen
2016 A conf
MAPS: A Multi Aspect Personalized POI Recommender System.
RecSys
Ramesh Baral, Tao Li
2016 A* conf
Online Context-Aware Recommendation with Time Varying Multi-Armed Bandit.
KDD
Chunqiu Zeng, Qing Wang, Shekoofeh Mokhtari, Tao Li
2016 — conf
Online inference for time-varying temporal dependency discovery from time series.
IEEE BigData
Chunqiu Zeng, Qing Wang, Wentao Wang, Tao Li, Larisa Shwartz
2016 J jnl
Pattern discovery via constraint programming.
Knowl. Based Syst.
Jian Xu, Liang Tang, Chunqiu Zeng, Tao Li
2016 J jnl
Resolution Recommendation for Event Tickets in Service Management.
IEEE Trans. Netw. Serv. Manag.
Wubai Zhou, Liang Tang, Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2016 J jnl
System situation ticket identification using SVMs ensemble.
Expert Syst. Appl.
Jian Xu, Liang Tang, Tao Li
2015 C ed.
14th IEEE International Conference on Machine Learning and Applications, ICMLA 2015, Miami, FL, USA, December 9-11, 2015
ICMLA
Tao Li, Lukasz A. Kurgan, Vasile Palade, Randy Goebel, Andreas Holzinger, Karin Verspoor, M. Arif Wani
2015 — conf
A Classification-Based Demand Trend Prediction Model in Cloud Computing.
WISE (2)
Qifeng Zhou, Bin Xia, Yexi Jiang, Qianmu Li, Tao Li
2015 C conf
A Two-Step Dynamic Inventory Forecasting Model for Large Manufacturing.
ICMLA
Qifeng Zhou, Ruyuan Han, Tao Li
2015 — conf
Analyzing File-to-File Relation Network in Malware Detection.
WISE (1)
Lingwei Chen, William Hardy, Yanfang Ye, Tao Li
2015 — conf
Aspect and Ratings Inference with Aspect Ratings: Supervised Generative Models for Mining Hotel Reviews.
WISE (2)
Wei Xue, Tao Li, Naphtali Rishe
2015 Misc conf
City Recorder: Virtual City Tour Using Geo-referenced Videos.
IRI
Guangqiang Zhao, Mingjin Zhang, Tao Li, Shu-Ching Chen, Naphtali Rishe
2015 — conf
Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation.
ACL (1)
Rui Xia, Cheng Wang, Xin-Yu Dai, Tao Li
2015 — conf
Data-driven solutions for building environmental impact assessment.
ICSC
Qifeng Zhou, Hao Zhou, Yimin Zhu, Tao Li
2015 J jnl
Dual Sentiment Analysis: Considering Two Sides of One Review.
IEEE Trans. Knowl. Data Eng.
Rui Xia, Feng Xu, Chengqing Zong, Qianmu Li, Yong Qi, Tao Li
2015 — conf
Efficient 4D Non-local Tensor Total-Variation for Low-Dose CT Perfusion Deconvolution.
MCV@MICCAI
Ruogu Fang, Ming Ni, Junzhou Huang, Qianmu Li, Tao Li
2015 — conf
File Relation Graph Based Malware Detection Using Label Propagation.
WISE (2)
Ming Ni, Qianmu Li, Hong Zhang, Tao Li, Jun Hou
2015 — conf
Intelligent malware detection based on file relation graphs.
ICSC
Lingwei Chen, Tao Li, Melih Abdulhayoglu, Yanfang Ye
2015 J jnl
Label Correlation Mixture Model: A Supervised Generative Approach to Multilabel Spoken Document Categorization.
IEEE Trans. Emerg. Top. Comput.
Zhiyang He, Ji Wu, Tao Li
2015 — conf
Moving Video Mapper and City Recorder with Geo-Referenced Videos.
WISE (2)
Guangqiang Zhao, Mingjin Zhang, Tao Li, Shu-Ching Chen, Ouri Wolfson, Naphtali Rishe
2015 C conf
NewsCubeSum: A Personalized Multidimensional News Update Summarization System.
ICMLA
Dingding Wang, Lei Li, Tao Li
2015 J jnl
Node anomaly detection for homogeneous distributed environments.
Expert Syst. Appl.
Jian Xu, Yexi Jiang, Chunqiu Zeng, Tao Li
2015 A conf
PatentCom: A Comparative View of Patent Document Retrieval.
SDM
Longhui Zhang, Lei Li, Chao Shen, Tao Li
2015 A* conf
Personalized Recommendation via Parameter-Free Contextual Bandits.
SIGIR
Liang Tang, Yexi Jiang, Lei Li, Chunqiu Zeng, Tao Li
2015 J jnl
Recommending Users and Communities in Social Media.
ACM Trans. Knowl. Discov. Data
Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li
2015 B conf
Recommending ticket resolution using feature adaptation.
CNSM
Wubai Zhou, Tao Li, Larisa Shwartz, Genady Ya. Grabarnik
2015 B conf
Resolution recommendation for event tickets in service management.
IM
Wubai Zhou, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2015 J jnl
Soter: Smart Bracelets for Children's Safety.
ACM Trans. Intell. Syst. Technol.
Yanfang Ye, Tao Li, Haiyin Shen
2015 J jnl
Structural damage detection based on posteriori probability support vector machine and Dempster-Shafer evidence theory.
Appl. Soft Comput.
Qifeng Zhou, Hao Zhou, Qingqing Zhou, Fan Yang, Linkai Luo, Tao Li
2015 J jnl
TerraFly GeoCloud: An Online Spatial Data Analysis and Visualization System.
ACM Trans. Intell. Syst. Technol.
Mingjin Zhang, Huibo Wang, Yun Lu, Tao Li, Yudong Guang, Chang Liu, Erik Edrosa, Hongtai Li, Naphtali Rishe
2015 — conf
The Detection of Multiple Dim Small Targets Based on Iterative Density Clustering and SURF Descriptor.
WISE (2)
Haiying Zhang, Yang Gao, Tao Li
2015 J jnl
Two approaches for novelty detection using random forest.
Expert Syst. Appl.
Qifeng Zhou, Hao Zhou, Yongpeng Ning, Fan Yang, Tao Li
2015 A conf
Update Summarization using Semi-Supervised Learning Based on Hellinger Distance.
CIKM
Dingding Wang, Sahar Sohangir, Tao Li
2015 — ed.
Web Information Systems Engineering - WISE 2015 - 16th International Conference, Miami, FL, USA, November 1-3, 2015, Proceedings, Part I
WISE (1)
Jianyong Wang, Wojciech Cellary, Dingding Wang, Hua Wang, Shu-Ching Chen, Tao Li, Yanchun Zhang
2015 — ed.
Web Information Systems Engineering - WISE 2015 - 16th International Conference, Miami, FL, USA, November 1-3, 2015, Proceedings, Part II
WISE (2)
Jianyong Wang, Wojciech Cellary, Dingding Wang, Hua Wang, Shu-Ching Chen, Tao Li, Yanchun Zhang
2014 J jnl
A Framework for Hierarchical Ensemble Clustering.
ACM Trans. Knowl. Discov. Data
Li Zheng, Tao Li, Chris H. Q. Ding
2014 J jnl
A WSN Nodes Access Mechanism and Directed Diffusion in Emergency Circumstances.
J. Digit. Inf. Manag.
Zhen Ni, Qianmu Li, Tao Li, Yong Qi
2014 Misc conf
A bipartite-graph based approach for disaster susceptibility comparisons among cities.
IRI
Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Ning Xie, Jinpeng Wei
2014 J jnl
A multimedia information fusion framework for web image categorization.
Multim. Tools Appl.
Wenting Lu, Lei Li, Jingxuan Li, Tao Li, Honggang Zhang, Jun Guo
2014 J jnl
An Empirical Study of Ontology-Based Multi-Document Summarization in Disaster Management.
IEEE Trans. Syst. Man Cybern. Syst.
Lei Li, Tao Li
2014 A* conf
Applying data mining techniques to address critical process optimization needs in advanced manufacturing.
KDD
Li Zheng, Chunqiu Zeng, Lei Li, Yexi Jiang, Wei Xue, Jingxuan Li, Chao Shen, Wubai Zhou, Hongtai Li, Liang Tang, Tao Li, Bing Duan, Ming Lei, Pengnian Wang
2014 C conf
Audio retrieval based on perceptual similarity.
CollaborateCom
Teng Zhang, Ji Wu, Dingding Wang, Tao Li
2014 J jnl
Constraint Neighborhood Projections for Semi-Supervised Clustering.
IEEE Trans. Cybern.
Hongjun Wang, Tao Li, Tianrui Li, Yan Yang
2014 J jnl
Dynamic Query Forms for Database Queries.
IEEE Trans. Knowl. Data Eng.
Liang Tang, Tao Li, Yexi Jiang, Zhiyuan Chen
2014 A conf
Ensemble contextual bandits for personalized recommendation.
RecSys
Liang Tang, Yexi Jiang, Lei Li, Tao Li
2014 J jnl
Exploring the diversity in cluster ensemble generation: Random sampling and random projection.
Expert Syst. Appl.
Fan Yang, Xuan Li, Qianmu Li, Tao Li
2014 Misc conf
Generating textual storyline to improve situation awareness in disaster management.
IRI
Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Ning Xie
2014 J jnl
Guest Editorial: Special Section on Music Data Mining.
IEEE Trans. Multim.
Tao Li, Mitsunori Ogihara, George Tzanetakis
2014 B conf
Hierarchical multi-label classification over ticket data using contextual loss.
NOMS
Chunqiu Zeng, Tao Li, Larisa Shwartz, Genady Grabarnik
2014 A conf
META: Multi-resolution Framework for Event Summarization.
SDM
Yexi Jiang, Chang-Shing Perng, Tao Li
2014 B conf
Mining temporal lag from fluctuating events for correlation and root cause analysis.
CNSM
Chunqiu Zeng, Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2014 J jnl
Modeling and broadening temporal user interest in personalized news recommendation.
Expert Syst. Appl.
Lei Li, Li Zheng, Fan Yang, Tao Li
2014 Misc conf
Optimizing online spatial data analysis with sequential query patterns.
IRI
Chunqiu Zeng, Hongtai Li, Huibo Wang, Yudong Guang, Chang Liu, Tao Li, Mingjin Zhang, Shu-Ching Chen, Naphtali Rishe
2014 J jnl
Patent Mining: A Survey.
SIGKDD Explor.
Longhui Zhang, Lei Li, Tao Li
2014 A conf
PatentDom: Analyzing Patent Relationships on Multi-View Patent Graphs.
CIKM
Longhui Zhang, Lei Li, Tao Li, Dingding Wang
2014 A* conf
PatentLine: analyzing technology evolution on multi-view patent graphs.
SIGIR
Longhui Zhang, Lei Li, Tao Li, Qi Zhang
2014 J jnl
Personalized news recommendation via implicit social experts.
Inf. Sci.
Chen Lin, Runquan Xie, Xinjun Guan, Lei Li, Tao Li
2014 J jnl
Social network user influence sense-making and dynamics prediction.
Expert Syst. Appl.
Jingxuan Li, Wei Peng, Tao Li, Tong Sun, Qianmu Li, Jian Xu
2014 Misc conf
Stable feature selection with ensembles of multi-reliefF.
ICNC
Qifeng Zhou, Jianchao Ding, Yongpeng Ning, Linkai Luo, Tao Li
2014 A conf
iMiner: Mining Inventory Data for Intelligent Management.
CIKM
Lei Li, Chao Shen, Long Wang, Li Zheng, Yexi Jiang, Liang Tang, Hongtai Li, Longhui Zhang, Chunqiu Zeng, Tao Li, Jun Tang, Dong Liu
2013 J jnl
A Learning Approach to SQL Query Results Ranking Using Skyline and Users' Current Navigational Behavior.
IEEE Trans. Knowl. Data Eng.
Zhiyuan Chen, Tao Li, Yanan Sun
2013 — conf
A Participant-based Approach for Event Summarization Using Twitter Streams.
HLT-NAACL
Chao Shen, Fei Liu, Fuliang Weng, Tao Li
2013 A* conf
An integrated framework for optimizing automatic monitoring systems in large IT infrastructures.
KDD
Liang Tang, Tao Li, Larisa Shwartz, Florian Pinel, Genady Grabarnik
2013 J jnl
Cloud Analytics for Capacity Planning and Instant VM Provisioning.
IEEE Trans. Netw. Serv. Manag.
Yexi Jiang, Chang-Shing Perng, Tao Li, Rong N. Chang
2013 J jnl
Comparative Document Summarization via Discriminative Sentence Selection.
ACM Trans. Knowl. Discov. Data
Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong
2013 J jnl
Data Mining Meets the Needs of Disaster Information Management.
IEEE Trans. Hum. Mach. Syst.
Li Zheng, Chao Shen, Liang Tang, Chunqiu Zeng, Tao Li, Steven Luis, Shu-Ching Chen
2013 A* conf
FIU-Miner: a fast, integrated, and user-friendly system for data mining in distributed environment.
KDD
Chunqiu Zeng, Yexi Jiang, Li Zheng, Jingxuan Li, Lei Li, Hongtai Li, Chao Shen, Wubai Zhou, Tao Li, Bing Duan, Ming Lei, Pengnian Wang
2013 A conf
FRec: a novel framework of recommending users and communities in social media.
CIKM
Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li
2013 J jnl
Finding multiple global linear correlations in sparse and noisy data sets.
Knowl. Based Syst.
Shunzhi Zhu, Liang Tang, Tao Li
2013 B conf
Identifying missed monitoring alerts based on unstructured incident tickets.
CNSM
Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2013 A conf
News recommendation via hypergraph learning: encapsulation of user behavior and news content.
WSDM
Lei Li, Tao Li
2013 J jnl
Non-negative Tri-factor tensor decomposition with applications.
Knowl. Inf. Syst.
Zhongyuan Zhang, Tao Li, Chris H. Q. Ding
2013 — ch.
Nonnegative Matrix Factorizations for Clustering: A Survey.
Data Clustering: Algorithms and Applications
Tao Li, Chris H. Q. Ding
2013 — conf
Online spatial data analysis and visualization system.
IDEA@KDD
Yun Lu, Mingjin Zhang, Tao Li, Yudong Guang, Naphtali Rishe
2013 J jnl
Ontology-enriched multi-document summarization in disaster management using submodular function.
Inf. Sci.
Keshou Wu, Lei Li, Jingxuan Li, Tao Li
2013 J jnl
PENETRATE: Personalized news recommendation using ensemble hierarchical clustering.
Expert Syst. Appl.
Li Zheng, Lei Li, Wenxing Hong, Tao Li
2013 B conf
Recommending resolutions for problems identified by monitoring.
IM
Liang Tang, Tao Li, Larisa Shwartz, Genady Grabarnik
2013 A conf
Searching similar segments over textual event sequences.
CIKM
Liang Tang, Tao Li, Shu-Ching Chen, Shunzhi Zhu
2013 C conf
Social Network User Influence Dynamics Prediction.
APWeb
Jingxuan Li, Wei Peng, Tao Li, Tong Sun
2013 J jnl
SumView: A Web-based engine for summarizing product reviews and customer opinions.
Expert Syst. Appl.
Dingding Wang, Shenghuo Zhu, Tao Li
2013 A conf
TerraFly GeoCloud: online spatial data analysis system.
CIKM
Yun Lu, Mingjin Zhang, Tao Li, Chang Liu, Erik Edrosa, Naphtali Rishe
2013 J jnl
Web Multimedia Object Classification Using Cross-Domain Correlation Knowledge.
IEEE Trans. Multim.
Wenting Lu, Jingxuan Li, Tao Li, Weidong Guo, Honggang Zhang, Jun Guo
2013 A* conf
iHR: an online recruiting system for Xiamen Talent Service Center.
KDD
Wenxing Hong, Lei Li, Tao Li, Wenfu Pan
2012 — conf
Combining Gene Expression Profiles and Protein-Protein Interactions for Identifying Functional Modules.
ICMLA (1)
Dingding Wang, Mitsunori Ogihara, Erliang Zeng, Tao Li
2012 J jnl
Comparative document summarization via discriminative sentence selection.
ACM Trans. Knowl. Discov. Data
Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong
2012 J jnl
DClusterE: A Framework for Evaluating and Understanding Document Clustering Using Visualization.
ACM Trans. Intell. Syst. Technol.
Yi Zhang, Tao Li
2012 Misc conf
Disaster SitRep - A vertical search engine and information analysis tool in disaster management domain.
IRI
Li Zheng, Chao Shen, Liang Tang, Chunqiu Zeng, Tao Li, Steven Luis, Shu-Ching Chen, Jainendra K. Navlakha
2012 A* conf
Discovering lag intervals for temporal dependencies.
KDD
Liang Tang, Tao Li, Larisa Shwartz
2012 J jnl
Ensemble Clustering for Internet Security Applications.
IEEE Trans. Syst. Man Cybern. Part C
Weiwei Zhuang, Yanfang Ye, Yong Chen, Tao Li
2012 C conf
Exemplars-Constraints for Semi-supervised Clustering.
ADMA
Hongjun Wang, Tao Li, Tianrui Li, Yan Yang
2012 A* conf
Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs.
AAAI
Dingding Wang, Tao Li, Mitsunori Ogihara
2012 A conf
Generating event storylines from microblogs.
CIKM
Chen Lin, Chun Lin, Jingxuan Li, Dingding Wang, Yang Chen, Tao Li
2012 J jnl
Hierarchical Co-Clustering: A New Way to Organize the Music Data.
IEEE Trans. Multim.
Jingxuan Li, Bo Shao, Tao Li, Mitsunori Ogihara
2012 B conf
Intelligent cloud capacity management.
NOMS
Yexi Jiang, Chang-Shing Perng, Tao Li, Rong N. Chang
2012 C conf
MADIS: A Multimedia-Aided Disaster information Integration System for emergency management.
CollaborateCom
Yimin Yang, Wenting Lu, Jesse Domack, Tao Li, Shu-Ching Chen, Steven Luis, Jainendra K. Navlakha
2012 A conf
MEET: a generalized framework for reciprocal recommender systems.
CIKM
Lei Li, Tao Li
2012 J jnl
Margin optimization based pruning for random forest.
Neurocomputing
Fan Yang, Wei-hang Lu, Linkai Luo, Tao Li
2012 — conf
Measuring engagement effectiveness in social media.
Imaging and Printing in a Web 2.0 World
Lei Li, Tong Sun, Wei Peng, Tao Li
2012 J jnl
Mining the "Voice of the Customer" for Business Prioritization.
ACM Trans. Intell. Syst. Technol.
Wei Peng, Tong Sun, Shriram Revankar, Tao Li
2012 J jnl
Multi-document summarization via submodularity.
Appl. Intell.
Jingxuan Li, Lei Li, Tao Li
2012 B conf
Optimizing system monitoring configurations for non-actionable alerts.
NOMS
Liang Tang, Tao Li, Florian Pinel, Larisa Shwartz, Genady Grabarnik
2012 A conf
PRemiSE: personalized news recommendation via implicit social experts.
CIKM
Chen Lin, Runquan Xie, Lei Li, Zhenhua Huang, Tao Li
2012 J jnl
Product recommendation with temporal dynamics.
Expert Syst. Appl.
Wenxing Hong, Lei Li, Tao Li
2012 — conf
Self-Adaptive Cloud Capacity Planning.
IEEE SCC
Yexi Jiang, Chang-Shing Perng, Tao Li, Rong N. Chang
2012 — conf
Semi-supervised Hierarchical Co-clustering.
RSKT
Feifei Huang, Yan Yang, Tao Li, Jinyuan Zhang, Tonny Rutayisire, Amjad Mahmood
2012 A* conf
Summarizing the differences from microblogs.
SIGIR
Dingding Wang, Mitsunori Ogihara, Tao Li
2012 C conf
Taxonomy-Oriented Recommendation towards Recommendation with Stage.
APWeb
Lei Li, Wenxing Hong, Tao Li
2012 J jnl
Weighted consensus multi-document summarization.
Inf. Process. Manag.
Dingding Wang, Tao Li
2011 A* conf
A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels.
EMNLP
Chao Shen, Tao Li
2011 A* conf
ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning.
ICDM
Yexi Jiang, Chang-Shing Perng, Tao Li, Rong N. Chang
2011 A* conf
Applying data mining techniques to address disaster information management challenges on mobile devices.
KDD
Li Zheng, Chao Shen, Liang Tang, Tao Li, Steven Luis, Shu-Ching Chen
2011 A* conf
Combining file content and file relations for cloud based malware detection.
KDD
Yanfang Ye, Tao Li, Shenghuo Zhu, Weiwei Zhuang, Egemen Tas, Umesh Gupta, Melih Abdulhayoglu
2011 J jnl
Community discovery using nonnegative matrix factorization.
Data Min. Knowl. Discov.
Fei Wang, Tao Li, Xin Wang, Shenghuo Zhu, Chris H. Q. Ding
2011 Misc conf
Consensus Clustering + Meta Clustering = Multiple Consensus Clustering.
FLAIRS
Yi Zhang, Tao Li
2011 Misc conf
Exploring Interaction Between Images and Texts for Web Image Categorization.
FLAIRS
Lei Li, Wenting Lu, Jingxuan Li, Tao Li, Honggang Zhang, Jun Guo
2011 A conf
Extending Consensus Clustering to Explore Multiple Clustering Views.
SDM
Yi Zhang, Tao Li
2011 J jnl
Guest editorial: special issue on data mining with matrices, graphs and tensors.
Data Min. Knowl. Discov.
Tao Li, Chris H. Q. Ding, Fei Wang
2011 A* conf
Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases.
AAAI
Chao Shen, Tao Li, Chris H. Q. Ding
2011 J jnl
Integrating Document Clustering and Multidocument Summarization.
ACM Trans. Knowl. Discov. Data
Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong
2011 A conf
LOGO: a long-short user interest integration in personalized news recommendation.
RecSys
Lei Li, Li Zheng, Tao Li
2011 A* conf
Learning to Rank for Query-Focused Multi-document Summarization.
ICDM
Chao Shen, Tao Li
2011 A conf
LogSig: generating system events from raw textual logs.
CIKM
Liang Tang, Tao Li, Chang-Shing Perng
2011 A* conf
MSSF: a multi-document summarization framework based on submodularity.
SIGIR
Jingxuan Li, Lei Li, Tao Li
2011 J jnl
Maximum Margin Multiple Instance Clustering With Applications to Image and Text Clustering.
IEEE Trans. Neural Networks
Dan Zhang, Fei Wang, Luo Si, Tao Li
2011 A conf
Natural event summarization.
CIKM
Yexi Jiang, Chang-Shing Perng, Tao Li
2011 J jnl
On the equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis.
Appl. Intell.
Wei Peng, Tao Li
2011 — conf
Personal Social Screen-A Dynamic Privacy Assignment System for Social Sharing in Complex Social Object Networks.
SocialCom/PASSAT
Lei Li, Tong Sun, Tao Li
2011 J jnl
Personalized News Recommendation: A Review and an Experimental Investigation.
J. Comput. Sci. Technol.
Lei Li, Dingding Wang, Shunzhi Zhu, Tao Li
2011 A* conf
SCENE: a scalable two-stage personalized news recommendation system.
SIGIR
Lei Li, Dingding Wang, Tao Li, Daniel Knox, Balaji Padmanabhan
2011 A* conf
Semi-supervised Hierarchical Clustering.
ICDM
Li Zheng, Tao Li
2011 J jnl
Temporal relation co-clustering on directional social network and author-topic evolution.
Knowl. Inf. Syst.
Wei Peng, Tao Li
2011 J jnl
Tensor clustering via adaptive subspace iteration.
Intell. Data Anal.
Wei Peng, Tao Li
2011 A conf
Web Multimedia Object Clustering via Information Fusion.
ICDAR
Wenting Lu, Lei Li, Tao Li, Honggang Zhang, Jun Guo
2011 — conf
iDVS: An Interactive Multi-document Visual Summarization System.
ECML/PKDD (3)
Yi Zhang, Dingding Wang, Tao Li
2011 J jnl
iHelp: An Intelligent Online Helpdesk System.
IEEE Trans. Syst. Man Cybern. Part B
Dingding Wang, Tao Li, Shenghuo Zhu, Yihong Gong
2010 J jnl
An Integrated Data-Driven Framework for Computing System Management.
IEEE Trans. Syst. Man Cybern. Part A
Tao Li, Wei Peng, Charles Perng, Sheng Ma, Haixun Wang
2010 — ch.
Analysis of Chord Progression Data.
Advances in Music Information Retrieval
Brandt Absolu, Tao Li, Mitsunori Ogihara
2010 — conf
Are Tags Better Than Audio? The Effect of Joint Use of Tags and Audio Content Features for Artistic Style Clustering.
ISMIR
Dingding Wang, Tao Li, Mitsunori Ogihara
2010 A* conf
Automatic malware categorization using cluster ensemble.
KDD
Yanfang Ye, Tao Li, Yong Chen, Qingshan Jiang
2010 J jnl
Binary matrix factorization for analyzing gene expression data.
Data Min. Knowl. Discov.
Zhongyuan Zhang, Tao Li, Chris H. Q. Ding, Xian-Wen Ren, Xiang-Sun Zhang
2010 A conf
Bridging Domains with Words: Opinion Analysis with Matrix Tri-factorizations.
SDM
Tao Li, Vikas Sindhwani, Chris H. Q. Ding, Yi Zhang
2010 J jnl
CIMDS: Adapting Postprocessing Techniques of Associative Classification for Malware Detection.
IEEE Trans. Syst. Man Cybern. Part C
Yanfang Ye, Tao Li, Qingshan Jiang, Youyu Wang
2010 J jnl
Clustering Genes Using Heterogeneous Data Sources.
Int. J. Knowl. Discov. Bioinform.
Erliang Zeng, Chengyong Yang, Tao Li, Giri Narasimhan
2010 J jnl
Convex and Semi-Nonnegative Matrix Factorizations.
IEEE Trans. Pattern Anal. Mach. Intell.
Chris H. Q. Ding, Tao Li, Michael I. Jordan
2010 J jnl
Data clustering with size constraints.
Knowl. Based Syst.
Shunzhi Zhu, Dingding Wang, Tao Li
2010 A conf
Document update summarization using incremental hierarchical clustering.
CIKM
Dingding Wang, Tao Li
2010 J jnl
Feature Selection for Gene Expression Using Model-Based Entropy.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shenghuo Zhu, Dingding Wang, Kai Yu, Tao Li, Yihong Gong
2010 A* conf
Feature subset non-negative matrix factorization and its applications to document understanding.
SIGIR
Dingding Wang, Chris H. Q. Ding, Tao Li
2010 A* conf
HCC: a hierarchical co-clustering algorithm.
SIGIR
Jingxuan Li, Tao Li
2010 — conf
Hierarchical Co-Clustering of Artists and Tags.
ISMIR
Jingxuan Li, Tao Li, Mitsunori Ogihara
2010 A* conf
Hierarchical Ensemble Clustering.
ICDM
Li Zheng, Tao Li, Chris H. Q. Ding
2010 J jnl
Hierarchical associative classifier (HAC) for malware detection from the large and imbalanced gray list.
J. Intell. Inf. Syst.
Yanfang Ye, Tao Li, Kai Huang, Qingshan Jiang, Yong Chen
2010 J jnl
LIBGS: A MATLAB software package for gene selection.
Int. J. Data Min. Bioinform.
Yi Zhang, Dingding Wang, Tao Li
2010 — conf
Large-Scale Matrix Factorization Using MapReduce.
ICDM Workshops
Zhengguo Sun, Tao Li, Naphtali Rishe
2010 A* conf
LogTree: A Framework for Generating System Events from Raw Textual Logs.
ICDM
Liang Tang, Tao Li
2010 A* conf
Many are better than one: improving multi-document summarization via weighted consensus.
SIGIR
Dingding Wang, Tao Li
2010 B conf
Multi-Document Summarization via the Minimum Dominating Set.
COLING
Chao Shen, Tao Li
2010 J jnl
On combining multiple clusterings: an overview and a new perspective.
Appl. Intell.
Tao Li, Mitsunori Ogihara, Sheng Ma
2010 A* conf
Ontology-enriched multi-document summarization in disaster management.
SIGIR
Lei Li, Dingding Wang, Chao Shen, Tao Li
2010 J jnl
Survey of data management and analysis in disaster situations.
J. Syst. Softw.
Vagelis Hristidis, Shu-Ching Chen, Tao Li, Steven Luis, Yi Deng
2010 A conf
Topic aspect analysis for multi-document summarization.
CIKM
Chao Shen, Dingding Wang, Tao Li
2010 A* conf
Using data mining techniques to address critical information exchange needs in disaster affected public-private networks.
KDD
Li Zheng, Chao Shen, Liang Tang, Tao Li, Steven Luis, Shu-Ching Chen, Vagelis Hristidis
2010 A* conf
VisualSum: an interactive multi-document summarizationsystem using visualization.
SIGIR
Yi Zhang, Dingding Wang, Tao Li
2010 — ch.
Wavelet Methods in Data Mining.
Data Mining and Knowledge Discovery Handbook
Tao Li, Sheng Ma, Mitsunori Ogihara
2010 A* conf
Weighted Feature Subset Non-negative Matrix Factorization and Its Applications to Document Understanding.
ICDM
Dingding Wang, Tao Li, Chris H. Q. Ding
2009 — conf
A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge.
ACL/IJCNLP
Tao Li, Yi Zhang, Vikas Sindhwani
2009 J jnl
Addressing Diverse User Preferences: A Framework for Query Results Navigation.
IEEE Data Eng. Bull.
Zhiyuan Chen, Tao Li
2009 A* conf
Beyond the graphs: Semi-parametric semi-supervised discriminant analysis.
CVPR
Fei Wang, Xin Wang, Tao Li
2009 J jnl
Clustering with Local and Global Regularization.
IEEE Trans. Knowl. Data Eng.
Fei Wang, Changshui Zhang, Tao Li
2009 A conf
Comparative document summarization via discriminative sentence selection.
CIKM
Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong
2009 A* conf
Evolutionary document summarization for disaster management.
SIGIR
Dingding Wang, Li Zheng, Tao Li, Yi Deng
2009 A* conf
Generalized Cluster Aggregation.
IJCAI
Fei Wang, Xin Wang, Tao Li
2009 A conf
Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations.
SDM
Fei Wang, Chris H. Q. Ding, Tao Li
2009 A* conf
Intelligent file scoring system for malware detection from the gray list.
KDD
Yanfang Ye, Tao Li, Qingshan Jiang, Zhixue Han, Li Wan
2009 — conf
K-Subspace Clustering.
ECML/PKDD (2)
Dingding Wang, Chris H. Q. Ding, Tao Li
2009 J jnl
KDD2009 workshop report DMMT'09: data mining using matrices and tensors.
SIGKDD Explor.
Chris H. Q. Ding, Tao Li
2009 — conf
Knowledge Transformation by Cross-Domain Belief Propagation.
ICDM Workshops
Fei Wang, Tao Li
2009 A* conf
Knowledge transformation for cross-domain sentiment classification.
SIGIR
Tao Li, Vikas Sindhwani, Chris H. Q. Ding, Yi Zhang
2009 C conf
Label Propagation on K-partite Graphs.
ICMLA
Chris H. Q. Ding, Tao Li, Dingding Wang
2009 A* conf
M3IC: Maximum Margin Multiple Instance Clustering.
IJCAI
Dan Zhang, Fei Wang, Luo Si, Tao Li
2009 A* conf
Maximum Margin Clustering on Data Manifolds.
ICDM
Fei Wang, Xin Wang, Tao Li
2009 A* conf
Mining product reviews based on shallow dependency parsing.
SIGIR
Qi Zhang, Yuanbin Wu, Tao Li, Mitsunori Ogihara, Joseph Johnson, Xuanjing Huang
2009 — conf
Multi-Document Summarization using Sentence-based Topic Models.
ACL/IJCNLP (2)
Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong
2009 J jnl
Music Clustering With Features From Different Information Sources.
IEEE Trans. Multim.
Tao Li, Mitsunori Ogihara, Wei Peng, Bo Shao, Shenghuo Zhu
2009 J jnl
Music Recommendation Based on Acoustic Features and User Access Patterns.
IEEE Trans. Speech Audio Process.
Bo Shao, Mitsunori Ogihara, Dingding Wang, Tao Li
2009 A* conf
Non-negative Laplacian Embedding.
ICDM
Dijun Luo, Chris H. Q. Ding, Heng Huang, Tao Li
2009 A* conf
Preference Learning with Extreme Examples.
IJCAI
Fei Wang, Bin Zhang, Ta-Hsin Li, Wen Jun Yin, Jin Dong, Tao Li
2009 — ed.
Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining using Matrices and Tensors, Paris, France, June 28, 2009
KDD Workshop on Data Mining using Matrices and Tensors
Chris H. Q. Ding, Tao Li
2009 — conf
Research on Distributed Database Application for Integrated Urban Underground Pipelines.
CSIE (7)
Shunzhi Zhu, Keshou Wu, Tao Li
2009 J jnl
SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging.
J. Comput. Virol.
Yanfang Ye, Lifei Chen, Dingding Wang, Tao Li, Qingshan Jiang, Min Zhao
2009 A* conf
Semi-supervised Multi-task Learning with Task Regularizations.
ICDM
Fei Wang, Xin Wang, Tao Li
2009 — conf
Tag Integrated Multi-Label Music Style Classification with Hypergraph.
ISMIR
Fei Wang, Xin Wang, Bo Shao, Tao Li, Mitsunori Ogihara
2009 A* conf
Two Heads Better Than One: Metric+Active Learning and its Applications for IT Service Classification.
ICDM
Fei Wang, Jimeng Sun, Tao Li, Nikos Anerousis
2009 C conf
Weighted Consensus Clustering for Identifying Functional Modules in Protein-Protein Interaction Networks.
ICMLA
Yi Zhang, Erliang Zeng, Tao Li, Giri Narasimhan
2009 J jnl
marginFace: A novel face recognition method by average neighborhood margin maximization.
Pattern Recognit.
Fei Wang, Xin Wang, Daoqiang Zhang, Changshui Zhang, Tao Li
2008 J jnl
An intelligent PE-malware detection system based on association mining.
J. Comput. Virol.
Yanfang Ye, Dingding Wang, Tao Li, Dongyi Ye, Qingshan Jiang
2008 A* conf
Author-topic evolution analysis using three-way non-negative Paratucker.
SIGIR
Wei Peng, Tao Li
2008 J jnl
Beyond Single-Page Web Search Results.
IEEE Trans. Knowl. Data Eng.
Ramakrishna Varadarajan, Vagelis Hristidis, Tao Li
2008 A conf
Clustering multi-way data via adaptive subspace iteration.
CIKM
Wei Peng, Tao Li, Bo Shao
2008 J jnl
Dynamic active probing of helpdesk databases.
Proc. VLDB Endow.
Shenghuo Zhu, Tao Li, Zhiyuan Chen, Dingding Wang, Yihong Gong
2008 A conf
Integrating clustering and multi-document summarization to improve document understanding.
CIKM
Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong
2008 J jnl
KDD2008 workshop report DMMT'08: data mining using matrices and tensors.
SIGKDD Explor.
Chris H. Q. Ding, Tao Li, Shenghuo Zhu
2008 A* conf
Knowledge transformation from word space to document space.
SIGIR
Tao Li, Chris H. Q. Ding, Yi Zhang, Bo Shao
2008 A* conf
Multi-View Local Learning.
AAAI
Dan Zhang, Fei Wang, Changshui Zhang, Tao Li
2008 A* conf
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization.
SIGIR
Dingding Wang, Tao Li, Shenghuo Zhu, Chris H. Q. Ding
2008 — conf
N-Gram Chord Profiles for Composer Style Representation.
ISMIR
Mitsunori Ogihara, Tao Li
2008 A* conf
Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding.
ICDM
Chris H. Q. Ding, Tao Li, Michael I. Jordan
2008 J jnl
On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing.
Comput. Stat. Data Anal.
Chris H. Q. Ding, Tao Li, Wei Peng
2008 A* conf
Posterior probabilistic clustering using NMF.
SIGIR
Chris H. Q. Ding, Tao Li, Dijun Luo, Wei Peng
2008 — conf
Quantify music artist similarity based on style and mood.
WIDM
Bo Shao, Tao Li, Mitsunori Ogihara
2008 A conf
Semi-Supervised Clustering via Matrix Factorization.
SDM
Fei Wang, Tao Li, Changshui Zhang
2008 A* conf
Semi-supervised Classification Using Local and Global Regularization.
AAAI
Fei Wang, Tao Li, Gang Wang, Changshui Zhang
2008 A conf
Semi-supervised metric learning by maximizing constraint margin.
CIKM
Fei Wang, Shouchun Chen, Changshui Zhang, Tao Li
2008 A* conf
Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clustering.
KDD
Heng Huang, Chris H. Q. Ding, Dijun Luo, Tao Li
2008 J jnl
Text categorization via generalized discriminant analysis.
Inf. Process. Manag.
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2008 C ed.
The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA, 13-15 December 2007
ICMLA
M. Arif Wani, Mehmed M. Kantardzic, Tao Li, Ying Liu, Lukasz A. Kurgan, Jieping Ye, Mitsunori Ogihara, Seref Sagiroglu, Xue-wen Chen, Leif E. Peterson, Khalid Hafeez
2008 — conf
Towards a business continuity information network for rapid disaster recovery.
DG.O
Khalid Saleem, Steven Luis, Yi Deng, Shu-Ching Chen, Vagelis Hristidis, Tao Li
2008 A conf
Weighted Consensus Clustering.
SDM
Tao Li, Chris H. Q. Ding
2007 C conf
A Two-Stage Gene Selection Algorithm by Combining ReliefF and mRMR.
BIBE
Yi Zhang, Chris H. Q. Ding, Tao Li
2007 A* conf
A learning framework using Green's function and kernel regularization with application to recommender system.
KDD
Chris H. Q. Ding, Rong Jin, Tao Li, Horst D. Simon
2007 A* conf
Adaptive dimension reduction using discriminant analysis and
ICML
Chris H. Q. Ding, Tao Li
2007 — conf
Addressing diverse user preferences in SQL-query-result navigation.
SIGMOD Conference
Zhiyuan Chen, Tao Li
2007 A* conf
Binary Matrix Factorization with Applications.
ICDM
Zhongyuan Zhang, Tao Li, Chris H. Q. Ding, Xiang-Sun Zhang
2007 A* conf
Clustering with Local and Global Regularization.
AAAI
Fei Wang, Changshui Zhang, Tao Li
2007 C conf
Efficient label propagation for interactive image segmentation.
ICMLA
Fei Wang, Xin Wang, Tao Li
2007 A* conf
Event summarization for system management.
KDD
Wei Peng, Charles Perng, Tao Li, Haixun Wang
2007 — conf
Finding Hotspots in Document Collection.
ICTAI (1)
Wei Peng, Chris H. Q. Ding, Tao Li, Tong Sun
2007 C conf
Gene Selection via Matrix Factorization.
BIBE
Fei Wang, Tao Li
2007 J jnl
Hierarchical document classification using automatically generated hierarchy.
J. Intell. Inf. Syst.
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2007 A* conf
IMDS: intelligent malware detection system.
KDD
Yanfang Ye, Dingding Wang, Tao Li, Dongyi Ye
2007 — conf
Music Clustering with Constraints.
ISMIR
Wei Peng, Tao Li, Mitsunori Ogihara
2007 C conf
On the Effectiveness of Constraints Sets in Clustering Genes.
BIBE
Erliang Zeng, Chengyong Yang, Tao Li, Giri Narasimhan
2007 A* conf
Regularized clustering for documents.
SIGIR
Fei Wang, Changshui Zhang, Tao Li
2007 A* conf
Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization.
ICDM
Tao Li, Chris H. Q. Ding, Michael I. Jordan
2006 A* conf
Biclustering Protein Complex Interactions with a Biclique Finding Algorithm.
ICDM
Chris H. Q. Ding, Ya Zhang, Tao Li, Stephen R. Holbrook
2006 B conf
Empirical Studies on Multi-label Classification.
ICTAI
Tao Li, Chengliang Zhang, Shenghuo Zhu
2006 B conf
Incremental Workflow Mining with Optional Patterns.
SMC
Weixiang Sun, Tao Li, Wei Peng, Tong Sun
2006 C conf
IntClust: A Software Package for Clustering Replicated Microarray Data.
BIBE
Wei Peng, Tao Li
2006 A* conf
Integrating Features from Different Sources for Music Information Retrieval.
ICDM
Tao Li, Mitsunori Ogihara, Shenghuo Zhu
2006 B conf
Interval Data Clustering with Applications.
ICTAI
Wei Peng, Tao Li
2006 C conf
Mining the Database of Transcription Binding Sites.
BIBE
Wei Peng, Tao Li, Giri Narasimhan
2006 A* conf
NMF and PLSI: equivalence and a hybrid algorithm.
SIGIR
Chris H. Q. Ding, Tao Li, Wei Peng
2006 A* conf
Nonnegative Matrix Factorization and Probabilistic Latent Semantic Indexing: Equivalence Chi-Square Statistic, and a Hybrid Method.
AAAI
Chris H. Q. Ding, Tao Li, Wei Peng
2006 A* conf
Orthogonal nonnegative matrix t-factorizations for clustering.
KDD
Chris H. Q. Ding, Tao Li, Wei Peng, Haesun Park
2006 A* conf
Recommendation on Item Graphs.
ICDM
Fei Wang, Sheng Ma, Liuzhong Yang, Tao Li
2006 A* conf
Searching the web using composed pages.
SIGIR
Ramakrishna Varadarajan, Vagelis Hristidis, Tao Li
2006 C ed.
The Fifth International Conference on Machine Learning and Applications, ICMLA 2006, Orlando, Florida, USA, 14-16 December 2006
ICMLA
M. Arif Wani, Tao Li, Lukasz A. Kurgan, Jieping Ye, Ying Liu
2006 A* conf
The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering.
ICDM
Tao Li, Chris H. Q. Ding
2006 J jnl
Toward intelligent music information retrieval.
IEEE Trans. Multim.
Tao Li, Mitsunori Ogihara
2006 J jnl
Using discriminant analysis for multi-class classification: an experimental investigation.
Knowl. Inf. Syst.
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2005 — conf
A Clustering Model Based on Matrix Approximation with Applications to Cluster System Log Files.
ECML
Tao Li, Wei Peng
2005 — conf
A Knowledge-Driven Method to Evaluate Multi-source Clustering.
ISPA Workshops
Chengyong Yang, Erliang Zeng, Tao Li, Giri Narasimhan
2005 A* conf
An integrated framework on mining logs files for computing system management.
KDD
Tao Li, Feng Liang, Sheng Ma, Wei Peng
2005 — conf
Clustering Genes Using Gene Expression and Text Literature Data.
CSB
Chengyong Yang, Erliang Zeng, Tao Li, Giri Narasimhan
2005 — conf
Mining Logs Files for Computing System Management.
ICAC
Wei Peng, Tao Li, Sheng Ma
2005 J jnl
Mining logs files for data-driven system management.
SIGKDD Explor.
Wei Peng, Tao Li, Sheng Ma
2005 — conf
Music genre classification with taxonomy.
ICASSP (5)
Tao Li, Mitsunori Ogihara
2005 J jnl
Semisupervised learning from different information sources.
Knowl. Inf. Syst.
Tao Li, Mitsunori Ogihara
2005 — ch.
Wavelet Methods in Data Mining.
The Data Mining and Knowledge Discovery Handbook
Tao Li, Sheng Ma, Mitsunori Ogihara
2004 J jnl
A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression.
Bioinform.
Tao Li, Chengliang Zhang, Mitsunori Ogihara
2004 — conf
Content-based music similarity search and emotion detection.
ICASSP (5)
Tao Li, Mitsunori Ogihara
2004 A* conf
Document clustering via adaptive subspace iteration.
SIGIR
Tao Li, Sheng Ma, Mitsunori Ogihara
2004 A* conf
Entropy-based criterion in categorical clustering.
ICML
Tao Li, Sheng Ma, Mitsunori Ogihara
2004 A* conf
Music artist style identification by semi-supervised learning from both lyrics and content.
ACM Multimedia
Tao Li, Mitsunori Ogihara
2004 A conf
On combining multiple clusterings.
CIKM
Tao Li, Mitsunori Ogihara, Sheng Ma
2004 A conf
Semi-supervised learning for music artists style identification.
CIKM
Tao Li, Mitsunori Ogihara
2003 Misc conf
A Framework of Individually-Focused Teleconferencing (IFT) via an Efficient 3D Reprojection Technique.
SAC
Qi Li, Chris Brown, Chandra Kambhamettu, Tao Li, Shenghuo Zhu
2003 Misc conf
A New Distributed Data Mining Model Based on Similarity.
SAC
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2003 A* conf
A comparative study on content-based music genre classification.
SIGIR
Tao Li, Mitsunori Ogihara, Qi Li
2003 J jnl
Algorithms for clustering high dimensional and distributed data.
Intell. Data Anal.
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2003 J jnl
Association-based similarity testing and its applications.
Intell. Data Anal.
Tao Li, Mitsunori Ogihara, Shenghuo Zhu
2003 — conf
Detecting emotion in music.
ISMIR
Tao Li, Mitsunori Ogihara
2003 A conf
Efficient multi-way text categorization via generalized discriminant analysis.
CIKM
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2003 Misc conf
Gene Functional Classification by Semisupervised Learning from Heterogeneous Data.
SAC
Tao Li, Shenghuo Zhu, Qi Li, Mitsunori Ogihara
2003 A* conf
Topic hierarchy generation via linear discriminant projection.
SIGIR
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2003 A* conf
Using Discriminant Analysis for Multi-class Classification.
ICDM
Tao Li, Shenghuo Zhu, Mitsunori Ogihara
2002 J jnl
A Survey on Wavelet Applications in Data Mining.
SIGKDD Explor.
Tao Li, Qi Li, Shenghuo Zhu, Mitsunori Ogihara
2002 B conf
CoFD : An Algorithm for Non-distance Based Clustering in High Dimensional Spaces.
DaWaK
Shenghuo Zhu, Tao Li, Mitsunori Ogihara
2002 B conf
Estimating Joint Probabilities from Marginal Ones.
DaWaK
Tao Li, Shenghuo Zhu, Mitsunori Ogihara, Yinhe Cheng
2002 A* conf
Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing.
ICDM
Qi Li, Tao Li, Shenghuo Zhu, Chandra Kambhamettu