Gang Li

Jiqiang Liu

Int. J. Intell. Syst., 2020

Differentially private model publishing in cyber physical systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

Private collaborative filtering under untrusted recommender server.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

Feedback-based metric learning for activity recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Multivariable data imputation for the analysis of incomplete credit data.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Endoscopy report mining for intelligent gastric cancer screening.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2020

A homogeneous ensemble method for predicting gastric cancer based on gastroscopy reports.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2020

New advancement in information technologies for industry 4.0.

[BibT_eX]

[DOI]

Hao Wang

Wibowo Hardjawana

Enterp. Inf. Syst., 2020

Constructing Optimal Sparse Decision Tree for Analying I-SIG System Attack.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

CES2Vec: A Confidentiality-Oriented Word Embedding for Confidential Information Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2020

Bias-regularised Neural-Network Metamodelling of Insurance Portfolio Risk.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Exploring Data Correlation between Feature Pairs for Generating Constraint-based Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

HeterSupervise: Package-level Android Malware Analysis Based on Heterogeneous Graph.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Similarity of Binaries Across Optimization Levels and Obfuscation.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2020, 2020

GuardSpark++: Fine-Grained Purpose-Aware Access Control for Secure Data Sharing and Analysis in Spark.

[BibT_eX]

[DOI]

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2019

Application of SVR optimized by Modified Simulated Annealing (MSA-SVR) air conditioning load prediction model.

[BibT_eX]

[DOI]

J. Ind. Inf. Integr., 2019

Malicious documents detection for business process management based on multi-layer abstract model.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Industry 4.0 and big data innovations.

[BibT_eX]

[DOI]

Jianlong Tan

Sohail S. Chaudhry

Enterp. Inf. Syst., 2019

Bidirectional RNN-based Few-shot Training for Detecting Multi-stage Attack.

[BibT_eX]

[DOI]

CoRR, 2019

Foreword to the Special Issue of the 8th International Conference on Applications and Techniques for Information Security (ATIS 2017).

[BibT_eX]

[DOI]

Lynn Batten

Concurr. Comput. Pract. Exp., 2019

Fast Valuation of Large Portfolios of Variable Annuities via Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Duo Attention with Deep Learning on Tomato Yield Prediction and Factor Interpretation.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

A Two-Stage Model Based on BERT for Short Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2019

Deep Neighbor Embedding for Evaluation of Large Portfolios of Variable Annuities.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2019

Android Malware Family Classification Based on Sensitive Opcode Sequence.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

A Unified Malicious Documents Detection Model Based on Two Layers of Abstraction.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Identification of Botnet Attacks Using Hybrid Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Intelligent Systems, 2019

Polynomial Representation for Persistence Diagram.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

An overview of protection of privacy in multibiometrics.

[BibT_eX]

[DOI]

Iynkaran Natgunanathan

Multim. Tools Appl., 2018

A Novel Approach for Information Discovery in Wireless Sensor Grids.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2018

Answering differentially private queries for continual datasets release.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

Context-aware personalized path inference from large-scale GPS snippets.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Using Node Identifiers and Community Prior for Graph-Based Classification.

[BibT_eX]

[DOI]

Data Sci. Eng., 2018

A Training-based Identification Approach to VIN Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2018

Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding.

[BibT_eX]

[DOI]

CoRR, 2018

Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications.

[BibT_eX]

[DOI]

Complex., 2018

Domestic Violence Crisis Identification From Facebook Posts Based on Deep Learning.

[BibT_eX]

[DOI]

IEEE Access, 2018

IEEE Access Special Section: Curbing Crowdturfing in Online Social Networks.

[BibT_eX]

[DOI]

IEEE Access, 2018

ALDD: A Hybrid Traffic-User Behavior Detection Method for Application Layer DDoS.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference On Trust, 2018

Mining Human Periodic Behaviors Using Mobility Intention and Relative Entropy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

MRDroid: A Multi-act Classification Model for Android Malware Risk Assessment.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

Group Outlying Aspects Mining.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2018

Sentiment Embedded Semantic Space for More Accurate Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2018

URefFlow: A Unified Android Malware Detection Model Based on Reflective Calls.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Automatic Hotel Photo Quality Assessment Based on Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Information and Communication Technologies in Tourism 2018, 2018

Multi-View Group Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Differential Privacy and Applications

[BibT_eX]

[DOI]

Advances in Information Security 69, Springer, ISBN: 978-3-319-62002-2, 2017

Tracking millions of query intents with StarrySky and its applications.

[BibT_eX]

[DOI]

Web Intell., 2017

Differentially Private Data Publishing and Analysis: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Erratum to: Preference Relation-based Markov Random Fields for Recommender Systems.

[BibT_eX]

[DOI]

Mach. Learn., 2017

Preference Relation-based Markov Random Fields for Recommender Systems.

[BibT_eX]

[DOI]

Mach. Learn., 2017

Book review "Analytics in smart tourism design"; Zheng Xiang, Daniel R. Fesenmaier; ISBN 978-3-319-44262-4, 978-3-319-44263-1, Springer, 2017, 328 pp., $302.71.

[BibT_eX]

[DOI]

J. Inf. Technol. Tour., 2017

Boosting imbalanced data learning with Wiener process oversampling.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2017

Curbing collusive cyber-gossips for business brand management.

[BibT_eX]

[DOI]

Enterp. Inf. Syst., 2017

PrivMin: Differentially Private MinHash for Jaccard Similarity Computation.

[BibT_eX]

[DOI]

CoRR, 2017

New advances in securing cyberspace and curbing crowdturfing.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2017

FEPDF: A Robust Feature Extractor for Malicious PDF Detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

WarnFi: Non-invasive wifi-based abnormal activity sensing using non-parametric model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Military Communications Conference, 2017

NotiFi: A ubiquitous WiFi-based abnormal activity detection system.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Learning Robust Low-Rank Approximation for Crowdsourcing on Riemannian Manifold.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2017

Reviewing Geotagging Research in Tourism.

[BibT_eX]

[DOI]

Elise Wong

Rob Law

Proceedings of the Information and Communication Technologies in Tourism 2017, 2017

Differentially private query learning: From data publishing to model publishing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Combining Node Identifier Features and Community Priors for Within-Network Classification.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - First International Joint Conference, 2017

2016

Privacy-preserving topic model for tagging recommender systems.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

A differentially private algorithm for location data release.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Exploring probabilistic follow relationship to prevent collusive peer-to-peer piracy.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Energy Efficient Sleep Schedule with Service Coverage Guarantee in Wireless Sensor Networks.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2016

Book Review "Advances in Crowdsourcing".

[BibT_eX]

[DOI]

J. Inf. Technol. Tour., 2016

Securing cyberspace.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2016

Design and evaluation of coordinated in-network caching model for content centric networking.

[BibT_eX]

[DOI]

Comput. Networks, 2016

WiN: Non-invasive Abnormal Activity Detection Leveraging Fine-Grained WiFi Signals.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Riemannian optimization with subspace tracking for low-rank recovery.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Opportunistic Probe: An Efficient Adaptive Detection Model for Collaborative Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

WiseFi: Activity Localization and Recognition on Commodity Off-the-Shelf WiFi Devices.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015

Privacy preserving data release for tagging recommender systems.

[BibT_eX]

[DOI]

Web Intell., 2015

Correlated Differential Privacy: Hiding Information in Non-IID Data Set.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2015

Characterizing Compactness of Geometrical Clusters Using Fuzzy Measures.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2015

Recover Fault Services via Complex Service-to-Node Mappings in Wireless Sensor Networks.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2015

Big data related technologies, challenges and future prospects.

[BibT_eX]

[DOI]

J. Inf. Technol. Tour., 2015

A survey of recommendation techniques based on offline data processing.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2015

Fast and energy efficient data storage for information discovery in multi-dimensional WSNs.

[BibT_eX]

[DOI]

Proceedings of the International Telecommunication Networks and Applications Conference, 2015

Novel Approach for Information Discovery in Autonomous Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Future Network Systems and Security - First International Conference, 2015

Lingo: Linearized Grassmannian Optimization for Nuclear Norm Minimization.

[BibT_eX]

[DOI]

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

2014

Modelling personal preferences for Top-N movie recommendations.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2014

Privacy preserving collaborative filtering for KNN attack resisting.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2014

The maximum imputation framework for neighborhood-based collaborative filtering.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2014

Context-Aware Service Ranking in Wireless Sensor Networks.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2014

Bloom filter-based workflow management to enable QoS guarantee in wireless sensor networks.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2014

Interaction relationships of caches in agent-based HD video surveillance: Discovery and utilization.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2014

A block-aware hybrid data dissemination with hotspot elimination in wireless sensor network.

[BibT_eX]

[DOI]

Athanasios V. Vasilakos

Li Guo

J. Netw. Comput. Appl., 2014

Special issue on behavior data security issues in network information propagation.

[BibT_eX]

[DOI]

Wenjia Niu

Lynn Margaret Batten

Future Gener. Comput. Syst., 2014

Privacy Preserving in Location Data Release: A Differential Privacy Approach.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Deferentially Private Tagging Recommendation Based on Topic Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Fuzzy measures of pixel cluster compactness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Lazy Collaborative Filtering for Data Sets With Missing Values.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

A learning method for Top-N recommendations with incomplete data.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2013

Semantic trajectory-based event detection and event pattern mining.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

A Policy-Based Web Service Redundancy Detection in Wireless Sensor Networks.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2013

Privacy Preserving for Tagging Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Recommendation Techniques Based on Off-Line Data Processing a Multifaceted Survey.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Semantics, Knowledge and Grids, 2013

Contrasting Permission Patterns between Clean and Malicious Android Applications.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Communication Networks, 2013

Top-N Recommendations by Learning User Preference Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

An adaptive approach to information discovery in multi-dimensional wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Sensing Technology, 2013

Information discovery in multidimensional wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information Networking 2013, 2013

Differential privacy for neighborhood-based collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

AdaM: adaptive-maximum imputation for neighborhood-based collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

K-Complex Detection Using a Hybrid-Synergic Machine Learning Method.

[BibT_eX]

[DOI]

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

Improving the speed and stability of the k-nearest neighbors method.

[BibT_eX]

[DOI]

Gleb Beliakov

Pattern Recognit. Lett., 2012

Guest Editorial.

[BibT_eX]

[DOI]

Wenjia Niu

J. Networks, 2012

Learning User Preference Patterns for Top-N Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Hierarchical Workflow Management in Wireless Sensor Network.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Improving Top-N Recommendations with User Consuming Profiles.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

A fuzzy decision support method for customer preferences analysis based on Choquet Integral.

[BibT_eX]

[DOI]

Huy Quan Vu

Gleb Beliakov

Proceedings of the FUZZ-IEEE 2012, 2012

The efficient imputation method for neighborhood-based collaborative filtering.

[BibT_eX]

[DOI]

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

Learning Rating Patterns for Top-N Recommendations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

An Agent Collaboration-Based Data Hierarchical Caching Approach for HD Video Surveillance.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

2011

Learning Choquet-Integral-Based Metrics for Semisupervised Clustering.

[BibT_eX]

[DOI]

Gleb Beliakov

Simon James

IEEE Trans. Fuzzy Syst., 2011

Using local density information to improve IB algorithms.

[BibT_eX]

[DOI]

Yangdong Ye

Pattern Recognit. Lett., 2011

Multi-granularity context model for dynamic Web service composition.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2011

CARSA: A context-aware reasoning-based service agent model for AI planning of web service composition.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2011

Integrating instance-level and attribute-level knowledge into document clustering.

[BibT_eX]

[DOI]

Comput. Sci. Inf. Syst., 2011

Reasoning-Based Context-Aware Workflow Management in Wireless Sensor Network.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - ICSOC 2011 Workshops, 2011

An Analysis on Human Personality and Hotel Web Design: a Kohonen Network Approach.

[BibT_eX]

[DOI]

Proceedings of the Information and Communication Technologies in Tourism 2011, 2011

Mining Frequent Agent Action Patterns for Effective Multi-agent-Based Web Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction, 2011

2010

Empirical Analysis of Customer Behaviors in Chinese E-Commerce.

[BibT_eX]

[DOI]

Jinlong Wang

Ke Gao

J. Networks, 2010

Clustering with Instance and Attribute Level Side Information.

[BibT_eX]

[DOI]

Jinlong Wang

Shunyao Wu

Int. J. Comput. Intell. Syst., 2010

Information discovery in mission-critical wireless sensor networks.

[BibT_eX]

[DOI]

Comput. Networks, 2010

Text document clustering with metric learning.

[BibT_eX]

[DOI]

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

Text clustering with important words using normalization.

[BibT_eX]

[DOI]

Proceedings of the 2010 Joint International Conference on Digital Libraries, 2010

2009

Energy-Efficient Medium Access Control in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Robin Doss

Proceedings of the Guide to Wireless Sensor Networks, 2009

Improving the QoS for information discovery in autonomic wireless sensor networks.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2009

Acoustic feature selection for automatic emotion recognition from speech.

[BibT_eX]

[DOI]

Jia Rong

Yi-Ping Phoebe Chen

Inf. Process. Manag., 2009

Mining Frequent Itemsets in Distorted Databases with Granular Computing.

[BibT_eX]

[DOI]

Jinlong Wang

Congfu Xu

Int. J. Pattern Recognit. Artif. Intell., 2009

Journal ranking based on social information.

[BibT_eX]

[DOI]

Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

Facilitating dynamic web service composition with fine-granularity context management.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

Study on Ensemble Classification Methods towards Spam Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008

The Density-Based Agglomerative Information Bottleneck.

[BibT_eX]

[DOI]

Yangdong Ye

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

The Density Connectivity Information Bottleneck.

[BibT_eX]

[DOI]

Yangdong Ye

Proceedings of the 9th International Conference for Young Computer Scientists, 2008

Medical Knowledge Discovery from a Regional Asthma Dataset.

[BibT_eX]

[DOI]

Sam Schmidt

Yi-Ping Phoebe Chen

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

The Crossroads Approach to Information Discovery in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing and Networking, 9th International Conference, 2008

Exploiting Affinity Propagation for Energy-Efficient Information Discovery in Sensor Networks.

[BibT_eX]

[DOI]

Robin Doss

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007

An effective non-parametric method for globally clustering genes from expression profiles.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2007

Understanding Research Field Evolving and Trend with Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

A Causal Analysis for the Expenditure Data of Business Travelers.

[BibT_eX]

[DOI]

Rob Law

Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

Acoustic Features Extraction for Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

2006

Determine the Optimal Parameter for Information Bottleneck Method.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Learning from facial aging patterns for automatic age estimation.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Abnormal Behavior Detection for Early Warning of Terrorist Attack.

[BibT_eX]

[DOI]

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Integrating Local One-Class Classifiers for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

Finding the Optimal Cardinality Value for Information Bottleneck Method.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005

Dependency Bagging.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2005

Evolving Insight into High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Computing, 2005

Study of Ensemble Strategies in Discovering Linear Causal Models.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004

What Will Affect Software Reuse: A Causal Model Analysis.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2004

Software Warehouse: Its Design, Management And Application.

[BibT_eX]

[DOI]

Wei Dai

Int. J. Softw. Eng. Knowl. Eng., 2004

The Discovery of Generalized Causal Models with Mixed Variables Using MML Criterion.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Accelerating Linear Causal Model Discovery Using Hoeffding Bounds.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

On the Size of Training Set and the Benefit from Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Identifying Markov Blankets Using Lasso Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Ensembling MML Causal Discovery.

[BibT_eX]

[DOI]

Zhi-Hua Zhou

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

2002

An Improved Approach for the Discovery of Causal Models via MML.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Linear Causal Model Discovery Using the MML criterion.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

An Empirical Study of Encoding Schemes and Search Strategies in Discovering Causal Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2002, 2002

2001

Evolutionary Structure Learning Algorithm for Bayesian Network and Penalized Mutual Information Metric.

[BibT_eX]

[DOI]

Fu Tong

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Inexact Field Learning: An Approach to Induce High Quality Rules from Low Quality Data.

[BibT_eX]

[DOI]

Xiaoshu Hang