Xue Li

According to our database1, Xue Li authored at least 115 papers between 2006 and 2020.

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Bibliography

2020
Editorial for application-driven knowledge acquisition.
World Wide Web, 2020

Joint Personalized Markov Chains with social network embedding for cold-start recommendation.
Neurocomputing, 2020

Learning Various Length Dependence by Dual Recurrent Neural Networks.
CoRR, 2020

IDDSAM: An Integrated Disease Diagnosis and Severity Assessment Model for Intensive Care Units.
IEEE Access, 2020

Sequence-Aware Factorization Machines for Temporal Predictive Analytics.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

PrivColl: Practical Privacy-Preserving Collaborative Machine Learning.
Proceedings of the Computer Security - ESORICS 2020, 2020

Adaptive Two-Dimensional Embedded Image Clustering.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Adaptive recognition of different accents conversations based on convolutional neural network.
Multim. Tools Appl., 2019

A survey of sentiment analysis in social media.
Knowl. Inf. Syst., 2019

Modelling user attitudes using hierarchical sentiment-topic model.
Data Knowl. Eng., 2019

MMM: Multi-source Multi-net Micro-video Recommendation with Clustered Hidden Item Representation Learning.
Data Sci. Eng., 2019

Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications.
CoRR, 2019

Decentralized Learning with Average Difference Aggregation for Proactive Online Social Care.
CoRR, 2019

Enabling Privacy-Preserving Sharing of Genomic Data for GWASs in Decentralized Networks.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Learning Private Neural Language Modeling with Attentive Aggregation.
Proceedings of the International Joint Conference on Neural Networks, 2019

DBRec: Dual-Bridging Recommendation via Discovering Latent Groups.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Personalised Medicine in Critical Care Using Bayesian Reinforcement Learning.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

RecKGC: Integrating Recommendation with Knowledge Graph Completion.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018
Collaborative text categorization via exploiting sparse coefficients.
World Wide Web, 2018

Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength.
IEEE Trans. Mob. Comput., 2018

A Multiview Learning Framework With a Linear Computational Cost.
IEEE Trans. Cybern., 2018

Answering why-not questions on semantic multimedia queries.
Multim. Tools Appl., 2018

LGA: latent genre aware micro-video recommendation on social media.
Multim. Tools Appl., 2018

Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach.
J. Netw. Comput. Appl., 2018

GRIP: A Group Recommender Based on Interactive Preference Model.
J. Comput. Sci. Technol., 2018

Learning Concept Hierarchy from Short Texts Using Context Coherence.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

EEG-based Motion Intention Recognition via Multi-task RNNs.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Automated Explanations of User-Expected Trends for Aggregate Queries.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Interesting Recommendations Based on Hierarchical Visualizations of Medical Data.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Similarity Computing on Electronic Health Records.
Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

Treatment Recommendation in Critical Care: A Scalable and Interpretable Approach in Partially Observable Health States.
Proceedings of the International Conference on Information Systems, 2018

Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit.
Proceedings of the IEEE International Conference on Data Mining, 2018

Vertical and Sequential Sentiment Analysis of Micro-blog Topic.
Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

Feature Extraction for Smart Sensing Using Multi-perspectives Transformation.
Proceedings of the Databases Theory and Applications, 2018

2017
Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining.
ACM Trans. Knowl. Discov. Data, 2017

Unveiling Correlations via Mining Human-Thing Interactions in the Web of Things.
ACM Trans. Intell. Syst. Technol., 2017

People Opinion Topic Model: Opinion based User Clustering in Social Networks.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking.
Proceedings of the Semantic Web - ISWC 2017, 2017

A Combined Feature Approach for Speaker Segmentation Using Convolution Neural Network.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Streaming Graph Partitioning for Large Graphs with Limited Memory.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor Completion.
Proceedings of the Database Systems for Advanced Applications, 2017

Group Recommender Model Based on Preference Interaction.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

Structured Sentiment Analysis.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

Building Entity Graphs for the Web of Things Management.
Proceedings of the Managing the Web of Things: Linking the Real World to the Web, 2017

2016
Multi-label classification via learning a unified object-label graph with sparse representation.
World Wide Web, 2016

Compact representation for large-scale unconstrained video analysis.
World Wide Web, 2016

Things of Interest Recommendation by Leveraging Heterogeneous Relations in the Internet of Things.
ACM Trans. Internet Techn., 2016

Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding.
IEEE Trans. Knowl. Data Eng., 2016

Mining Health Examination Records - A Graph-Based Approach.
IEEE Trans. Knowl. Data Eng., 2016

Multi-task support vector machines for feature selection with shared knowledge discovery.
Signal Process., 2016

Guest editorial: web of things.
Inf. Syst. Frontiers, 2016

Personal health indexing based on medical examinations: A data mining approach.
Decis. Support Syst., 2016

Uncovering Locally Discriminative Structure for Feature Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Classification with Quantification for Air Quality Monitoring.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Advancing public health genomics.
Proceedings of the International Workshop on Big Data and Information Security, 2016

Learning from less for better: semi-supervised activity recognition via shared structure discovery.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Empowering Truth Discovery with Multi-Truth Prediction.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Truth Discovery via Exploiting Implications from Multi-Source Data.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

When Sensor Meets Tensor: Filling Missing Sensor Values Through a Tensor Approach.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Forecasting Seasonal Time Series Using Weighted Gradient RBF Network based Autoregressive Model.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Classification Based on Compressive Multivariate Time Series.
Proceedings of the Databases Theory and Applications, 2016

2015
Emerging event detection in social networks with location sensitivity.
World Wide Web, 2015

Unveiling Contextual Similarity of Things via Mining Human-Thing Interactions in the Internet of Things.
CoRR, 2015

RF-Care: Device-Free Posture Recognition for Elderly People Using A Passive RFID Tag Array.
EAI Endorsed Trans. Ambient Syst., 2015

Unsupervised Feature Analysis with Class Margin Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

TagFall: Towards Unobstructive Fine-Grained Fall Detection based on UHF Passive RFID Tags.
Proceedings of the 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2015

Unobtrusive Posture Recognition via Online Learning of Multi-dimensional RFID Received Signal Strength.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Freedom: Online Activity Recognition via Dictionary-Based Sparse Representation of RFID Sensing Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Invariant Event Tracking on Social Networks.
Proceedings of the Database Systems for Advanced Applications, 2015

An Integrated Bayesian Approach for Effective Multi-Truth Discovery.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Approximate Truth Discovery via Problem Scale Reduction.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Detecting cyberbullying in social networks using multi-agent system.
Web Intell. Agent Syst., 2014

Structured Streaming Skeleton - A New Feature for Online Human Gesture Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Semi-Supervised Multiple Feature Analysis for Action Recognition.
IEEE Trans. Multimedia, 2014

Predicting Elections from Social Networks Based on Sub-event Detection and Sentiment Analysis.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Exploring recommendations in internet of things.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

TagTrack: device-free localization and tracking using passive RFID tags.
Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014

Dynamic Background Learning through Deep Auto-encoder Networks.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Mining Personal Health Index from Annual Geriatric Medical Examinations.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Exploring Tag-Free RFID-Based Passive Localization and Tracking via Learning-Based Probabilistic Approaches.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Semi-supervised Learning for Cyberbullying Detection in Social Networks.
Proceedings of the Databases Theory and Applications, 2014

2013
Human action recognition based on semi-supervised discriminant analysis with global constraint.
Neurocomputing, 2013

Clothing-to-words mapping using word separation method.
Comput. Electr. Eng., 2013

Rapid vehicle logo region detection based on information theory.
Comput. Electr. Eng., 2013

RNRank: Network-Based Ranking on Relational Tuples.
Proceedings of the Behavior and Social Computing, 2013

Online human gesture recognition from motion data streams.
Proceedings of the ACM Multimedia Conference, 2013

Fall detection in multi-camera surveillance videos: experimentations and observations.
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

A Model for Discovering Correlations of Ubiquitous Things.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Online Action Recognition by Template Matching.
Proceedings of the Health Information Science - Second International Conference, 2013

Location-Based Emerging Event Detection in Social Networks.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

MedRank: Discovering Influential Medical Treatments from Literature by Information Network Analysis.
Proceedings of the Twenty-Fourth Australasian Database Conference, 2013

2012
Abnormal crowd behavior detection using high-frequency and spatio-temporal features.
Mach. Vis. Appl., 2012

On the Prediction of Re-tweeting Activities in Social Networks - A Report on WISE 2012 Challenge.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Context Sensitive Tag Expansion with Information Inference.
Proceedings of the Database Systems for Advanced Applications, 2012

Action recognition by exploring data distribution and feature correlation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Sentiment Analysis for Effective Detection of Cyber Bullying.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

2011
TMS-RFID: Temporal management of large-scale RFID applications.
Inf. Syst. Frontiers, 2011

2010
Unified collaborative filtering model based on combination of latent features.
Expert Syst. Appl., 2010

A Novel Chinese Text Feature Selection Method Based on Probability Latent Semantic Analysis.
Proceedings of the Advances in Neural Networks, 2010

2009
Ambiguous decision trees for mining concept-drifting data streams.
Pattern Recognit. Lett., 2009

RFID Infrastructure Design: A Case Study of Two Australian RFID Projects.
IEEE Internet Comput., 2009

Projected outlier detection in high-dimensional mixed-attributes data set.
Expert Syst. Appl., 2009

Dimension-Specific Search for Multimedia Retrieval.
Proceedings of the Database Systems for Advanced Applications, 2009

Ranking-Constrained Keyword Sequence Extraction from Web Documents.
Proceedings of the Database Technologies 2009, 2009

2008
Moving Block Sequence and Organizational Evolutionary Algorithm for General Floorplanning With Arbitrarily Shaped Rectilinear Blocks.
IEEE Trans. Evol. Comput., 2008

Enabling Next-Generation RFID Applications: Solutions and Challenges.
Computer, 2008

An Intrinsic Subsequence Decomposition Algorithm for Network Intrusion Detection.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
An Efficient Measure of Signal Temporal Predictability for Blind Source Separation.
Neural Process. Lett., 2007

Blind Separation of Positive Signals by Using Genetic Algorithm.
Proceedings of the Advances in Neural Networks, 2007

Supervised Dimensionality Reduction on Streaming Data.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
A Class of Self-Stabilizing MCA Learning Algorithms.
IEEE Trans. Neural Networks, 2006

Special issue on advances in data mining and its applications.
Int. J. Syst. Sci., 2006

Convergence Analysis of a Discrete-Time Single-Unit Gradient ICA Algorithm.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006


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