Tao Li

World Wide Web, 2018

Multi-context features for detecting malicious programs.

[BibT_eX]

[DOI]

Moustafa Saleh

Shouhuai Xu

J. Comput. Virol. Hacking Tech., 2018

Trouble Ticket Routing Models and Their Applications.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2018

Improving Crowdsourced Label Quality Using Noise Correction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Editorial Introduction to the Special Issue on Multimedia Big Data for Extreme Events.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

A Variational Pan-Sharpening Method Based on Spatial Fractional-Order Geometry and Spectral-Spatial Low-Rank Priors.

[BibT_eX]

[DOI]

Pengfei Liu

Liang Xiao

IEEE Trans. Geosci. Remote. Sens., 2018

PatSearch: an integrated framework for patentability retrieval.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2018

Multiple Relational Topic Modeling for Noisy Short Texts.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2018

Recurrent neural system with minimum complexity: A deep learning perspective.

[BibT_eX]

[DOI]

Neurocomputing, 2018

City Disaster Susceptibility Comparisons using Weighted Bipartite Graphs.

[BibT_eX]

[DOI]

Int. J. Next Gener. Comput., 2018

Normal curvature-induced variational model for image restoration.

[BibT_eX]

[DOI]

Pengfei Liu

Liang Xiao

IET Image Process., 2018

Signature based trouble ticket classification.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

A novel data-driven stock price trend prediction system.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Noise-tolerance matrix completion for location recommendation.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

Robust graph regularized nonnegative matrix factorization for clustering.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

Exploiting the roles of aspects in personalized POI recommender systems.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

HashTran-DNN: A Framework for Enhancing Robustness of Deep Neural Networks against Adversarial Malware Samples.

[BibT_eX]

[DOI]

CoRR, 2018

CAPS: Context Aware Personalized POI Sequence Recommender System.

[BibT_eX]

[DOI]

Xiaolong Zhu

CoRR, 2018

Differentially private classification with decision tree ensemble.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

ReEL: R eview Aware Explanation of Location Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Topic Modeling for Noisy Short Texts with Multiple Relations.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering, 2018

Online Incentive Mechanism for Mobile Crowdsourcing Based on Two-Tiered Social Crowdsourcing Architecture.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

Online IT Ticket Automation Recommendation Using Hierarchical Multi-armed Bandit Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

CLoSe: Contextualized Location Sequence Recommender.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Multi-view feature selection for labeling noisy ticket data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Context-Sensitive Neural Sentiment Classification.

[BibT_eX]

[DOI]

Shekoofeh Mokhtari

Ning Xie

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

RevMap: A Visualized Framework for Holistic View of Reviews.

[BibT_eX]

[DOI]

Shekoofeh Mokhtari

Ning Xie

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Event Extraction from Streaming System Logs.

[BibT_eX]

[DOI]

Proceedings of the Information Science and Applications 2018, 2018

HiCaPS: hierarchical contextual POI sequence recommender.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

AISTAR: An Intelligent System for Online IT Ticket Automation Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Discovering Multiple Time Lags of Temporal Dependencies from Fluctuating Events.

[BibT_eX]

[DOI]

Wentao Wang

Chunqiu Zeng

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Aspect identification and ratings inference for hotel reviews.

[BibT_eX]

[DOI]

Wei Xue

Naphtali Rishe

World Wide Web, 2017

Guest editorial: WWWJ special issue of the 16th International Conference on Web Information Systems Engineering (WISE 2015).

[BibT_eX]

[DOI]

World Wide Web, 2017

DeepMob: Learning Deep Knowledge of Human Emergency Behavior and Mobility from Big and Heterogeneous Data.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Knowledge Guided Hierarchical Multi-Label Classification Over Ticket Data.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2017

Deep belief echo-state network and its application to time series prediction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Private classification with limited labeled data.

[BibT_eX]

[DOI]

Xiaoqian Liu

Qianmu Li

Knowl. Based Syst., 2017

FIU-Miner (a fast, integrated, and user-friendly system for data mining) and its applications.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

Recent advances in feature selection and its applications.

[BibT_eX]

[DOI]

Yun Li

Huan Liu

Knowl. Inf. Syst., 2017

A survey on expert finding techniques.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2017

FIMI: A Constant Frugal Incentive Mechanism for Time Window Coverage in Mobile Crowdsensing.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2017

Cluster ensemble selection with constraints.

[BibT_eX]

[DOI]

Neurocomputing, 2017

VRer: Context-Based Venue Recommendation using embedded space ranking SVM in location-based social network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

A Survey on Malware Detection Using Data Mining Techniques.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2017

Data-Driven Techniques in Computing System Management.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2017

Data-Driven Techniques in Disaster Information Management.

[BibT_eX]

[DOI]

Jainendra K. Navlakha

S. Sitharama Iyengar

ACM Comput. Surv., 2017

PERS: A Personalized and Explainable POI Recommender System.

[BibT_eX]

[DOI]

CoRR, 2017

Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms.

[BibT_eX]

[DOI]

CoRR, 2017

Label Aggregation for Crowdsourcing with Bi-Layer Clustering.

[BibT_eX]

[DOI]

Jing Zhang

Victor S. Sheng

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Incentivizing the Biased Requesters: Truthful Task Assignment Mechanisms in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017

Mobile Crowd Sensing via Online Communities: Incentive Mechanisms for Multiple Cooperative Tasks.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

STAR: A System for Ticket Analysis and Resolution.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

FLAP: An End-to-End Event Log Analysis Platform for System Management.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A visual tool for ticket monitoring and management.

[BibT_eX]

[DOI]

Xiaolong Zhu

Wubai Zhou

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

An improved textual storyline generating framework for disaster information management.

[BibT_eX]

[DOI]

Qifeng Zhou

Ruifeng Yuan

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Attention-based recurrent neural network for location recommendation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Named entity recognition for Chinese telecommunications field based on Char2Vec and Bi-LSTMs.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

SimWalk: Learning network latent representations with social relation similarity.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Weakly-Supervised Dual Generative Adversarial Networks for Makeup-Removal.

[BibT_eX]

[DOI]

Xuedong Hou

Yun Li

Proceedings of the Neural Information Processing - 24th International Conference, 2017

An Advanced Inventory Data Mining System for Business Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

Constructing the Knowledge Base for Cognitive IT Service Management.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016

Resolution Recommendation for Event Tickets in Service Management.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2016

CSM: A Cloud Service Marketplace for Complex Service Acquisition.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Constraint Co-Projections for Semi-Supervised Co-Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Cost-sensitive feature selection using random forest: Selecting low-cost subsets of informative features.

[BibT_eX]

[DOI]

Qifeng Zhou

Hao Zhou

Knowl. Based Syst., 2016

Pattern discovery via constraint programming.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

FindMal: A file-to-file social network based malware detection framework.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Entity disambiguation to Wikipedia using collective ranking.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2016

FIRST: Face Identity Recognition in SmarT Bank.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2016

System situation ticket identification using SVMs ensemble.

[BibT_eX]

[DOI]

Jian Xu

Expert Syst. Appl., 2016

MAPS: A Multi Aspect Personalized POI Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Online Context-Aware Recommendation with Time Varying Multi-Armed Bandit.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

GeoTeCS: Exploiting Geographical, Temporal, Categorical and Social Aspects for Personalized POI Recommendation (Invited Paper).

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

CityCoupling: bridging intercity human mobility.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

DI-DAP: An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Online inference for time-varying temporal dependency discovery from time series.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Identifying Relevant Subgraphs in Large Networks.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications, 2016

A Demonstration of QA System Based on Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Dual Sentiment Analysis: Considering Two Sides of One Review.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Recommending Users and Communities in Social Media.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

TerraFly GeoCloud: An Online Spatial Data Analysis and Visualization System.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

Soter: Smart Bracelets for Children's Safety.

[BibT_eX]

[DOI]

Yanfang Ye

Haiyin Shen

ACM Trans. Intell. Syst. Technol., 2015

Label Correlation Mixture Model: A Supervised Generative Approach to Multilabel Spoken Document Categorization.

[BibT_eX]

[DOI]

Zhiyang He

Ji Wu

IEEE Trans. Emerg. Top. Comput., 2015

Two approaches for novelty detection using random forest.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Node anomaly detection for homogeneous distributed environments.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Structural damage detection based on posteriori probability support vector machine and Dempster-Shafer evidence theory.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

A Classification-Based Demand Trend Prediction Model in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Moving Video Mapper and City Recorder with Geo-Referenced Videos.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

The Detection of Multiple Dim Small Targets Based on Iterative Density Clustering and SURF Descriptor.

[BibT_eX]

[DOI]

Haiying Zhang

Yang Gao

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Aspect and Ratings Inference with Aspect Ratings: Supervised Generative Models for Mining Hotel Reviews.

[BibT_eX]

[DOI]

Wei Xue

Naphtali Rishe

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

File Relation Graph Based Malware Detection Using Label Propagation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Analyzing File-to-File Relation Network in Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Personalized Recommendation via Parameter-Free Contextual Bandits.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Data-driven solutions for building environmental impact assessment.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Intelligent malware detection based on file relation graphs.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

PatentCom: A Comparative View of Patent Document Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Efficient 4D Non-local Tensor Total-Variation for Low-Dose CT Perfusion Deconvolution.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

City Recorder: Virtual City Tour Using Geo-referenced Videos.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

Resolution recommendation for event tickets in service management.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

A Two-Step Dynamic Inventory Forecasting Model for Large Manufacturing.

[BibT_eX]

[DOI]

Qifeng Zhou

Ruyuan Han

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

NewsCubeSum: A Personalized Multidimensional News Update Summarization System.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Recommending ticket resolution using feature adaptation.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Network and Service Management, 2015

Update Summarization using Semi-Supervised Learning Based on Hellinger Distance.

[BibT_eX]

[DOI]

Sahar Sohangir

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

An Empirical Study of Ontology-Based Multi-Document Summarization in Disaster Management.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2014

Guest Editorial: Special Section on Music Data Mining.

[BibT_eX]

[DOI]

George Tzanetakis

IEEE Trans. Multim., 2014

Dynamic Query Forms for Database Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

A Framework for Hierarchical Ensemble Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

Constraint Neighborhood Projections for Semi-Supervised Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Patent Mining: A Survey.

[BibT_eX]

[DOI]

Longhui Zhang

SIGKDD Explor., 2014

A multimedia information fusion framework for web image categorization.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

A WSN Nodes Access Mechanism and Directed Diffusion in Emergency Circumstances.

[BibT_eX]

[DOI]

J. Digit. Inf. Manag., 2014

Personalized news recommendation via implicit social experts.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Exploring the diversity in cluster ensemble generation: Random sampling and random projection.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Modeling and broadening temporal user interest in personalized news recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Social network user influence sense-making and dynamics prediction.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

PatentLine: analyzing technology evolution on multi-view patent graphs.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

META: Multi-resolution Framework for Event Summarization.

[BibT_eX]

[DOI]

Yexi Jiang

Chang-Shing Perng

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Ensemble contextual bandits for personalized recommendation.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Hierarchical multi-label classification over ticket data using contextual loss.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

Applying data mining techniques to address critical process optimization needs in advanced manufacturing.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A bipartite-graph based approach for disaster susceptibility comparisons among cities.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Generating textual storyline to improve situation awareness in disaster management.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Optimizing online spatial data analysis with sequential query patterns.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Stable feature selection with ensembles of multi-reliefF.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Natural Computation, 2014

Audio retrieval based on perceptual similarity.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

Mining temporal lag from fluctuating events for correlation and root cause analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Network and Service Management, 2014

PatentDom: Analyzing Patent Relationships on Multi-View Patent Graphs.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

iMiner: Mining Inventory Data for Intelligent Management.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Cloud Analytics for Capacity Planning and Instant VM Provisioning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2013

Web Multimedia Object Classification Using Cross-Domain Correlation Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

A Learning Approach to SQL Query Results Ranking Using Skyline and Users' Current Navigational Behavior.

[BibT_eX]

[DOI]

Zhiyuan Chen

Yanan Sun

IEEE Trans. Knowl. Data Eng., 2013

Comparative Document Summarization via Discriminative Sentence Selection.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Data Mining Meets the Needs of Disaster Information Management.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2013

Finding multiple global linear correlations in sparse and noisy data sets.

[BibT_eX]

[DOI]

Shunzhi Zhu

Knowl. Based Syst., 2013

Non-negative Tri-factor tensor decomposition with applications.

[BibT_eX]

[DOI]

Zhongyuan Zhang

Knowl. Inf. Syst., 2013

Ontology-enriched multi-document summarization in disaster management using submodular function.

[BibT_eX]

[DOI]

Inf. Sci., 2013

PENETRATE: Personalized news recommendation using ensemble hierarchical clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

SumView: A Web-based engine for summarizing product reviews and customer opinions.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

News recommendation via hypergraph learning: encapsulation of user behavior and news content.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

A Participant-based Approach for Event Summarization Using Twitter Streams.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

FIU-Miner: a fast, integrated, and user-friendly system for data mining in distributed environment.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

An integrated framework for optimizing automatic monitoring systems in large IT infrastructures.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Online spatial data analysis and visualization system.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

iHR: an online recruiting system for Xiamen Talent Service Center.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Recommending resolutions for problems identified by monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Identifying missed monitoring alerts based on unstructured incident tickets.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Network and Service Management, 2013

Searching similar segments over textual event sequences.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

TerraFly GeoCloud: online spatial data analysis system.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

FRec: a novel framework of recommending users and communities in social media.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Social Network User Influence Dynamics Prediction.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

Nonnegative Matrix Factorizations for Clustering: A Survey.

[BibT_eX]

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Ensemble Clustering for Internet Security Applications.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2012

Hierarchical Co-Clustering: A New Way to Organize the Music Data.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

DClusterE: A Framework for Evaluating and Understanding Document Clustering Using Visualization.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Mining the "Voice of the Customer" for Business Prioritization.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Weighted consensus multi-document summarization.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2012

Margin optimization based pruning for random forest.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Product recommendation with temporal dynamics.

[BibT_eX]

[DOI]

Wenxing Hong

Expert Syst. Appl., 2012

Multi-document summarization via submodularity.

[BibT_eX]

[DOI]

Appl. Intell., 2012

Summarizing the differences from microblogs.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Semi-supervised Hierarchical Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Optimizing system monitoring configurations for non-actionable alerts.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Intelligent cloud capacity management.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Discovering lag intervals for temporal dependencies.

[BibT_eX]

[DOI]

Larisa Shwartz

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Disaster SitRep - A vertical search engine and information analysis tool in disaster management domain.

[BibT_eX]

[DOI]

Jainendra K. Navlakha

Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Combining Gene Expression Profiles and Protein-Protein Interactions for Identifying Functional Modules.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Measuring engagement effectiveness in social media.

[BibT_eX]

[DOI]

Proceedings of the Imaging and Printing in a Web 2.0 World III, 2012

MADIS: A Multimedia-Aided Disaster information Integration System for emergency management.

[BibT_eX]

[DOI]

Jainendra K. Navlakha

Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

PRemiSE: personalized news recommendation via implicit social experts.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Generating event storylines from microblogs.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

MEET: a generalized framework for reciprocal recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Taxonomy-Oriented Recommendation towards Recommendation with Stage.

[BibT_eX]

[DOI]

Wenxing Hong

Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

Exemplars-Constraints for Semi-supervised Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Self-Adaptive Cloud Capacity Planning.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011

iHelp: An Intelligent Online Helpdesk System.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Maximum Margin Multiple Instance Clustering With Applications to Image and Text Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Integrating Document Clustering and Multidocument Summarization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2011

Temporal relation co-clustering on directional social network and author-topic evolution.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Personalized News Recommendation: A Review and an Experimental Investigation.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2011

Tensor clustering via adaptive subspace iteration.

[BibT_eX]

[DOI]

Intell. Data Anal., 2011

Community discovery using nonnegative matrix factorization.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2011

Guest editorial: special issue on data mining with matrices, graphs and tensors.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2011

On the equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis.

[BibT_eX]

[DOI]

Appl. Intell., 2011

Personal Social Screen-A Dynamic Privacy Assignment System for Social Sharing in Complex Social Object Networks.

[BibT_eX]

[DOI]

Tong Sun

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

SCENE: a scalable two-stage personalized news recommendation system.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

MSSF: a multi-document summarization framework based on submodularity.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Extending Consensus Clustering to Explore Multiple Clustering Views.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

LOGO: a long-short user interest integration in personalized news recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

iDVS: An Interactive Multi-document Visual Summarization System.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Applying data mining techniques to address disaster information management challenges on mobile devices.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Combining file content and file relations for cloud based malware detection.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Semi-supervised Hierarchical Clustering.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Learning to Rank for Query-Focused Multi-document Summarization.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

ASAP: A Self-Adaptive Prediction System for Instant Cloud Resource Demand Provisioning.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Web Multimedia Object Clustering via Information Fusion.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Consensus Clustering + Meta Clustering = Multiple Consensus Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Exploring Interaction Between Images and Texts for Web Image Categorization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels.

[BibT_eX]

[DOI]

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

LogSig: generating system events from raw textual logs.

[BibT_eX]

[DOI]

Chang-Shing Perng

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Natural event summarization.

[BibT_eX]

[DOI]

Yexi Jiang

Chang-Shing Perng

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Analysis of Chord Progression Data.

[BibT_eX]

[DOI]

Brandt Absolu

Proceedings of the Advances in Music Information Retrieval, 2010

Wavelet Methods in Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

CIMDS: Adapting Postprocessing Techniques of Associative Classification for Malware Detection.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2010

An Integrated Data-Driven Framework for Computing System Management.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2010

Feature Selection for Gene Expression Using Model-Based Entropy.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Convex and Semi-Nonnegative Matrix Factorizations.

[BibT_eX]

[DOI]

Michael I. Jordan

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Data clustering with size constraints.

[BibT_eX]

[DOI]

Shunzhi Zhu

Knowl. Based Syst., 2010

Survey of data management and analysis in disaster situations.

[BibT_eX]

[DOI]

J. Syst. Softw., 2010

Hierarchical associative classifier (HAC) for malware detection from the large and imbalanced gray list.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2010

Clustering Genes Using Heterogeneous Data Sources.

[BibT_eX]

[DOI]

Int. J. Knowl. Discov. Bioinform., 2010

LIBGS: A MATLAB software package for gene selection.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2010

Binary matrix factorization for analyzing gene expression data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2010

On combining multiple clusterings: an overview and a new perspective.

[BibT_eX]

[DOI]

Appl. Intell., 2010

VisualSum: an interactive multi-document summarizationsystem using visualization.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Many are better than one: improving multi-document summarization via weighted consensus.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Feature subset non-negative matrix factorization and its applications to document understanding.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Ontology-enriched multi-document summarization in disaster management.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

HCC: a hierarchical co-clustering algorithm.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Bridging Domains with Words: Opinion Analysis with Matrix Tri-factorizations.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

Using data mining techniques to address critical information exchange needs in disaster affected public-private networks.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Automatic malware categorization using cluster ensemble.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Are Tags Better Than Audio? The Effect of Joint Use of Tags and Audio Content Features for Artistic Style Clustering.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Hierarchical Co-Clustering of Artists and Tags.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Hierarchical Ensemble Clustering.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Weighted Feature Subset Non-negative Matrix Factorization and Its Applications to Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

LogTree: A Framework for Generating System Events from Raw Textual Logs.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Large-Scale Matrix Factorization Using MapReduce.

[BibT_eX]

[DOI]

Zhengguo Sun

Naphtali Rishe

Proceedings of the ICDMW 2010, 2010

Multi-Document Summarization via the Minimum Dominating Set.

[BibT_eX]

[DOI]

Proceedings of the COLING 2010, 2010

Document update summarization using incremental hierarchical clustering.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Topic aspect analysis for multi-document summarization.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging.

[BibT_eX]

[DOI]

J. Comput. Virol., 2009

Music Clustering With Features From Different Information Sources.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2009

Clustering with Local and Global Regularization.

[BibT_eX]

[DOI]

Changshui Zhang

IEEE Trans. Knowl. Data Eng., 2009

Music Recommendation Based on Acoustic Features and User Access Patterns.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2009

KDD2009 workshop report DMMT'09: data mining using matrices and tensors.

[BibT_eX]

[DOI]

SIGKDD Explor., 2009

marginFace: A novel face recognition method by average neighborhood margin maximization.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Addressing Diverse User Preferences: A Framework for Query Results Navigation.

[BibT_eX]

[DOI]

Zhiyuan Chen

IEEE Data Eng. Bull., 2009

Mining product reviews based on shallow dependency parsing.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Evolutionary document summarization for disaster management.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Knowledge transformation for cross-domain sentiment classification.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

K-Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Intelligent file scoring system for malware detection from the gray list.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Tag Integrated Multi-Label Music Style Classification with Hypergraph.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

M3IC: Maximum Margin Multiple Instance Clustering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Preference Learning with Extreme Examples.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Generalized Cluster Aggregation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Weighted Consensus Clustering for Identifying Functional Modules in Protein-Protein Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

Label Propagation on K-partite Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

Maximum Margin Clustering on Data Manifolds.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Semi-supervised Multi-task Learning with Task Regularizations.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Two Heads Better Than One: Metric+Active Learning and its Applications for IT Service Classification.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Knowledge Transformation by Cross-Domain Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Non-negative Laplacian Embedding.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Beyond the graphs: Semi-parametric semi-supervised discriminant analysis.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Research on Distributed Database Application for Integrated Urban Underground Pipelines.

[BibT_eX]

[DOI]

Shunzhi Zhu

Keshou Wu

Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

Multi-Document Summarization using Sentence-based Topic Models.

[BibT_eX]

[DOI]

Proceedings of the ACL 2009, 2009

A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge.

[BibT_eX]

[DOI]

Vikas Sindhwani

Proceedings of the ACL 2009, 2009

2008

An intelligent PE-malware detection system based on association mining.

[BibT_eX]

[DOI]

J. Comput. Virol., 2008

Beyond Single-Page Web Search Results.

[BibT_eX]

[DOI]

Ramakrishna Varadarajan

Vagelis Hristidis

IEEE Trans. Knowl. Data Eng., 2008

KDD2008 workshop report DMMT'08: data mining using matrices and tensors.

[BibT_eX]

[DOI]

SIGKDD Explor., 2008

Dynamic active probing of helpdesk databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Text categorization via generalized discriminant analysis.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2008

On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2008

Quantify music artist similarity based on style and mood.

[BibT_eX]

[DOI]

Bo Shao

Proceedings of the 10th ACM International Workshop on Web Information and Data Management (WIDM 2008), 2008

Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Author-topic evolution analysis using three-way non-negative Paratucker.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Knowledge transformation from word space to document space.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Posterior probabilistic clustering using NMF.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Semi-Supervised Clustering via Matrix Factorization.

[BibT_eX]

[DOI]

Changshui Zhang

Proceedings of the SIAM International Conference on Data Mining, 2008

Weighted Consensus Clustering.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Simultaneous tensor subspace selection and clustering: the equivalence of high order svd and k-means clustering.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

N-Gram Chord Profiles for Composer Style Representation.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2008, 2008

Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding.

[BibT_eX]

[DOI]

Michael I. Jordan

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Towards a business continuity information network for rapid disaster recovery.

[BibT_eX]

[DOI]

Proceedings of the 9th Annual International Conference on Digital Government Research, 2008

Integrating clustering and multi-document summarization to improve document understanding.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Semi-supervised metric learning by maximizing constraint margin.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Clustering multi-way data via adaptive subspace iteration.

[BibT_eX]

[DOI]

Bo Shao

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Multi-View Local Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Semi-supervised Classification Using Local and Global Regularization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Hierarchical document classification using automatically generated hierarchy.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2007

Addressing diverse user preferences in SQL-query-result navigation.

[BibT_eX]

[DOI]

Zhiyuan Chen

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Regularized clustering for documents.

[BibT_eX]

[DOI]

Changshui Zhang

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

IMDS: intelligent malware detection system.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Event summarization for system management.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

A learning framework using Green's function and kernel regularization with application to recommender system.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Music Clustering with Constraints.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Finding Hotspots in Document Collection.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Efficient label propagation for interactive image segmentation.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Adaptive dimension reduction using discriminant analysis and <i>K</i>-means clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Binary Matrix Factorization with Applications.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Michael I. Jordan

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Two-Stage Gene Selection Algorithm by Combining ReliefF and mRMR.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

On the Effectiveness of Constraints Sets in Clustering Genes.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Gene Selection via Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006

Toward intelligent music information retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2006

Using discriminant analysis for multi-class classification: an experimental investigation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Incremental Workflow Mining with Optional Patterns.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2006

Searching the web using composed pages.

[BibT_eX]

[DOI]

Ramakrishna Varadarajan

Vagelis Hristidis

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

NMF and PLSI: equivalence and a hybrid algorithm.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Orthogonal nonnegative matrix t-factorizations for clustering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Interval Data Clustering with Applications.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Empirical Studies on Multi-label Classification.

[BibT_eX]

[DOI]

Chengliang Zhang

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Recommendation on Item Graphs.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Integrating Features from Different Sources for Music Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Biclustering Protein Complex Interactions with a Biclique Finding Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining the Database of Transcription Binding Sites.

[BibT_eX]

[DOI]

Giri Narasimhan

Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

IntClust: A Software Package for Clustering Replicated Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

Nonnegative Matrix Factorization and Probabilistic Latent Semantic Indexing: Equivalence Chi-Square Statistic, and a Hybrid Method.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Mining logs files for data-driven system management.

[BibT_eX]

[DOI]

SIGKDD Explor., 2005

Semisupervised learning from different information sources.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2005

An integrated framework on mining logs files for computing system management.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

A Knowledge-Driven Method to Evaluate Multi-source Clustering.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Processing and Applications, 2005

Music genre classification with taxonomy.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Mining Logs Files for Computing System Management.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

A Clustering Model Based on Matrix Approximation with Applications to Cluster System Log Files.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

Clustering Genes Using Gene Expression and Text Literature Data.

[BibT_eX]

[DOI]

Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005

Wavelet Methods in Data Mining.

[BibT_eX]

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression.

[BibT_eX]

[DOI]

Chengliang Zhang

Bioinform., 2004

Document clustering via adaptive subspace iteration.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Music artist style identification by semi-supervised learning from both lyrics and content.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Entropy-based criterion in categorical clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Content-based music similarity search and emotion detection.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

On combining multiple clusterings.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Semi-supervised learning for music artists style identification.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003

Algorithms for clustering high dimensional and distributed data.

[BibT_eX]

[DOI]

Intell. Data Anal., 2003

Association-based similarity testing and its applications.

[BibT_eX]

[DOI]

Intell. Data Anal., 2003

Topic hierarchy generation via linear discriminant projection.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

A comparative study on content-based music genre classification.

[BibT_eX]

[DOI]

Qi Li

Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

A New Distributed Data Mining Model Based on Similarity.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Gene Functional Classification by Semisupervised Learning from Heterogeneous Data.

[BibT_eX]

[DOI]