Longbing Cao

According to our database1, Longbing Cao authored at least 279 papers between 2003 and 2018.

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Bibliography

2018
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.
ACM Trans. Inf. Syst., 2018

Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings.
IEEE Trans. Knowl. Data Eng., 2018

Unsupervised Coupled Metric Similarity for Non-IID Categorical Data.
IEEE Trans. Knowl. Data Eng., 2018

Exploring Feature Coupling and Model Coupling for Image Source Identification.
IEEE Trans. Information Forensics and Security, 2018

F-NSP+: A fast negative sequential patterns mining method with self-adaptive data storage.
Pattern Recognition, 2018

Effective lossless condensed representation and discovery of spatial co-location patterns.
Inf. Sci., 2018

Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models.
Inf. Sci., 2018

Coupled Node Similarity Learning for Community Detection in Attributed Networks.
Entropy, 2018

Concept coupling learning for improving concept lattice-based document retrieval.
Eng. Appl. of AI, 2018

Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection.
CoRR, 2018

Vine Copula-Based Asymmetry and Tail Dependence Modeling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

High-order Proximity Preserving Information Network Hashing.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Attention-Based Transactional Context Embedding for Next-Item Recommendation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Metric-Based Auto-Instructor for Learning Mixed Data Representation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Coupled Poisson Factorization Integrated With User/Item Metadata for Modeling Popular and Sparse Ratings in Scalable Recommendation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Enhancing online video recommendation using social user interactions.
VLDB J., 2017

Improving the Quality of Recommendations for Users and Items in the Tail of Distribution.
ACM Trans. Inf. Syst., 2017

Learning Nonparametric Relational Models by Conjugately Incorporating Node Information in a Network.
IEEE Trans. Cybernetics, 2017

SVM-based multi-state-mapping approach for multi-class classification.
Knowl.-Based Syst., 2017

Top-k coupled keyword recommendation for relational keyword queries.
Knowl. Inf. Syst., 2017

Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns.
Journal of Biomedical Informatics, 2017

Classification of high-dimensional evolving data streams via a resource-efficient online ensemble.
Data Min. Knowl. Discov., 2017

Data Science: A Comprehensive Overview.
ACM Comput. Surv., 2017

Data science: challenges and directions.
Commun. ACM, 2017

A honey-bee-mating based algorithm for multilevel image segmentation using Bayesian theorem.
Appl. Soft Comput., 2017

Perceiving the Next Choice with Comprehensive Transaction Embeddings for Online Recommendation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Discrete Content-aware Matrix Factorization.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Behavior Informatics to Discover Behavior Insight for Active and Tailored Client Management.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Diversifying Personalized Recommendation with User-session Context.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Copula-Based High Dimensional Cross-Market Dependence Modeling.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
An effective contrast sequential pattern mining approach to taxpayer behavior analysis.
World Wide Web, 2016

Mining preferred navigation patterns by consolidating both selection and time preferences.
World Wide Web, 2016

Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains.
ACM Trans. Inf. Syst., 2016

Scientific Article Recommendation: Exploiting Common Author Relations and Historical Preferences.
IEEE Trans. Big Data, 2016

Two-level matrix factorization for recommender systems.
Neural Computing and Applications, 2016

Data science and analytics: a new era.
I. J. Data Science and Analytics, 2016

Data Science: Nature and Pitfalls.
IEEE Intelligent Systems, 2016

Conference Report on 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA'2015) [Conference Reports].
IEEE Comp. Int. Mag., 2016

e-NSP: Efficient negative sequential pattern mining.
Artif. Intell., 2016

Training deep neural networks on imbalanced data sets.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Outlier Detection in Complex Categorical Data by Modeling the Feature Value Couplings.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Copula Mixed-Membership Stochastic Blockmodel.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Improving the Performance of Collaborative Filtering with Category-Specific Neighborhood.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Metasynthetic Computing and Engineering of Complex Systems
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-4471-6551-4, 2015

Formalization and Verification of Group Behavior Interactions.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2015

MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2015

Coupled Attribute Similarity Learning on Categorical Data.
IEEE Trans. Neural Netw. Learning Syst., 2015

Dynamic Infinite Mixed-Membership Stochastic Blockmodel.
IEEE Trans. Neural Netw. Learning Syst., 2015

Mining Partially-Ordered Sequential Rules Common to Multiple Sequences.
IEEE Trans. Knowl. Data Eng., 2015

Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model.
IEEE Trans. Fuzzy Systems, 2015

Mining Top K Spread Sources for a Specific Topic and a Given Node.
IEEE Trans. Cybernetics, 2015

Automatic multilevel thresholding for image segmentation using stratified sampling and Tabu Search.
Soft Comput., 2015

A convergence theorem for graph shift-type algorithms.
Pattern Recognition, 2015

Coupling learning of complex interactions.
Inf. Process. Manage., 2015

Nonoccurring Behavior Analytics: A New Area.
IEEE Intelligent Systems, 2015

Financial Crisis Forecasting via Coupled Market State Analysis.
IEEE Intelligent Systems, 2015

A new framework for mining frequent interaction patterns from meeting databases.
Eng. Appl. of AI, 2015

Coupling Analysis Between Twitter and Call Centre.
CoRR, 2015

CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data.
CoRR, 2015

Online Video Recommendation in Sharing Community.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Coupled Matrix Factorization Within Non-IID Context.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Coupling Multiple Views of Relations for Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Mining actionable combined patterns of high utility and frequency.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Document similarity analysis via involving both explicit and implicit semantic couplings.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Financial crisis and global market couplings.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Multi-View Actionable Patterns for Managing Traffic Bottleneck.
Proceedings of the Artificial Intelligence for Transportation: Advice, 2015

Actionable Combined High Utility Itemset Mining.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Coupled Collaborative Filtering for Context-aware Recommendation.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Deep Modeling Complex Couplings within Financial Markets.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System.
IEEE Trans. Neural Netw. Learning Syst., 2014

Social Image Analysis From a Non-IID Perspective.
IEEE Trans. Multimedia, 2014

An Efficient Approach for Outlier Detection with Imperfect Data Labels.
IEEE Trans. Knowl. Data Eng., 2014

Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams.
IEEE Trans. Knowl. Data Eng., 2014

A Similarity-Based Classification Framework for Multiple-Instance Learning.
IEEE Trans. Cybernetics, 2014

Fast Local Histogram Specification.
IEEE Trans. Circuits Syst. Video Techn., 2014

Coupled K-Nearest Centroid Classification for Non-iid Data.
Trans. Computational Collective Intelligence, 2014

Multi-label learning based on iterative label propagation over graph.
Pattern Recognition Letters, 2014

Non-parametric shrinkage mean estimation for quadratic loss functions with unknown covariance matrices.
J. Multivariate Analysis, 2014

An efficient orientation distance-based discriminative feature extraction method for multi-classification.
Knowl. Inf. Syst., 2014

A novel graph-based k-means for nonlinear manifold clustering and representative selection.
Neurocomputing, 2014

Behavior Informatics: A New Perspective.
IEEE Intelligent Systems, 2014

CMF: Coupled Matrix Factorization for Recommender Systems.
CoRR, 2014

Coupled Item-based Matrix Factorization.
CoRR, 2014

Non-IIDness Learning in Behavioral and Social Data.
Comput. J., 2014

Evolving soft subspace clustering.
Appl. Soft Comput., 2014

mPadal: a joint local-and-global multi-view feature selection method for activity recognition.
Appl. Intell., 2014

A K-Farthest-Neighbor-based approach for support vector data description.
Appl. Intell., 2014

Coupled Item-Based Matrix Factorization.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Modeling Asymmetry and Tail Dependence among Multiple Variables by Using Partial Regular Vine.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

A hybrid coupled k-nearest neighbor algorithm on imbalance data.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Bayesian Heteroskedastic Choice Modeling on Non-identically Distributed Linkages.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Knowledge-leverage based TSK fuzzy system with improved knowledge transfer.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Welcome from DSAA 2014 chairs.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Semantic Approximate Keyword Query Based on Keyword and Query Coupling Relationship Analysis.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

A Coupled Similarity Kernel for Pairwise Support Vector Machine.
Proceedings of the Agents and Data Mining Interaction - 10th International Workshop, 2014

Deep Modeling of Group Preferences for Group-Based Recommendation.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Effective detection of sophisticated online banking fraud on extremely imbalanced data.
World Wide Web, 2013

Combined mining: Analyzing object and pattern relations for discovering and constructing complex yet actionable patterns.
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, 2013

Agent-Based Self-Adaptable Context-Aware Network Vulnerability Assessment.
IEEE Trans. Network and Service Management, 2013

Identity tests for high dimensional data using RMT.
J. Multivariate Analysis, 2013

SVDD-based outlier detection on uncertain data.
Knowl. Inf. Syst., 2013

Special issue on behavior computing.
Knowl. Inf. Syst., 2013

TCTM: an evaluation framework for architecture design on wireless sensor networks.
IJSNet, 2013

On the convergence of some possibilistic clustering algorithms.
FO & DM, 2013

TRASMIL: A local anomaly detection framework based on trajectory segmentation and multi-instance learning.
Computer Vision and Image Understanding, 2013

Optimal feature selection for sparse linear discriminant analysis and its applications in gene expression data.
Computational Statistics & Data Analysis, 2013

Characterizing A Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models
CoRR, 2013

Non-parametric Power-law Data Clustering.
CoRR, 2013

Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network.
CoRR, 2013

Dynamic Infinite Mixed-Membership Stochastic Blockmodel.
CoRR, 2013

Copula Mixed-Membership Stochastic Blockmodel for Intra-Subgroup Correlations.
CoRR, 2013

A Convergence Theorem for the Graph Shift-type Algorithms.
CoRR, 2013

Personalized recommendation via cross-domain triadic factorization.
Proceedings of the 22nd International World Wide Web Conference, 2013

CGMF: Coupled Group-Based Matrix Factorization for Recommender System.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Efficient Selection of Globally Optimal Rules on Large Imbalanced Data Based on Rule Coverage Relationship Analysis.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Robust Textual Data Streams Mining Based on Continuous Transfer Learning.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

On Discovering the Correlated Relationship between Static and Dynamic Data in Clinical Gait Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Erratum: A Coupled Clustering Approach for Items Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

A Coupled Clustering Approach for Items Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Optimal Allocation of High Dimensional Assets through Canonical Vines.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Extracting discriminative features for identifying abnormal sequences in one-class mode.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

CRNN: Integrating classification rules into neural network.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Coupled term-term relation analysis for document clustering.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Coupled market behavior based financial crisis detection.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Coupled Attribute Analysis on Numerical Data.
Proceedings of the IJCAI 2013, 2013

Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis.
Proceedings of the IJCAI 2013, 2013

Efficiently Mining Top-K High Utility Sequential Patterns.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Leveraging Supervised Label Dependency Propagation for Multi-label Learning.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Coupled clustering ensemble: Incorporating coupling relationships both between base clusterings and objects.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

The Foundation of Fuzzy Rule Interchange in the Semantic Web.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

An approach of hierarchical concept clustering on Medical Short Text corpus.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

Learning Heterogeneous Coupling Relationships Between Non-IID Terms.
Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

2012
Actionable knowledge discovery and delivery.
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, 2012

Social Security and Social Welfare Data Mining: An Overview.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2012

Coupled Behavior Analysis with Applications.
IEEE Trans. Knowl. Data Eng., 2012

Top-10 Data Mining Case Studies.
International Journal of Information Technology and Decision Making, 2012

Conservation of water molecules in protein binding interfaces.
IJBRA, 2012

A brief introduction to agent mining.
Autonomous Agents and Multi-Agent Systems, 2012

CD: A Coupled Discretization Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

USpan: an efficient algorithm for mining high utility sequential patterns.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Coupled behavior analysis for capturing coupling relationships in group-based market manipulations.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Graph-based coupled behavior analysis: A case study on detecting collaborative manipulations in stock markets.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Model the complex dependence structures of financial variables by using canonical vine.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Maximum margin clustering on evolutionary data.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Multiobjective evolutionary algorithm-based soft subspace clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A novel auto-parameters selection process for image segmentation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Trading Strategy Based Portfolio Selection for Actionable Trading Agents.
Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

CCE: A Coupled Framework of Clustering Ensembles.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

A Theoretical Framework of the Graph Shift Algorithm.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Behavior Computing - Modeling, Analysis, Mining and Decision.
Springer, ISBN: 978-1-4471-2968-4, 2012

2011
Combined Mining: Discovering Informative Knowledge in Complex Data.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Margin-based ensemble classifier for protein fold recognition.
Expert Syst. Appl., 2011

One-Class-Based Uncertain Data Stream Learning.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Similarity-Based Approach for Positive and Unlabeled Learning.
Proceedings of the IJCAI 2011, 2011

Soft subspace clustering with competitive agglomeration.
Proceedings of the FUZZ-IEEE 2011, 2011

Coupled nominal similarity in unsupervised learning.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Obtaining an Optimal MAS Configuration for Agent-Enhanced Mining Using Constraint Optimization.
Proceedings of the Agents and Data Mining Interaction, 2011

2010
Flexible Frameworks for Actionable Knowledge Discovery.
IEEE Trans. Knowl. Data Eng., 2010

Domain-Driven Data Mining: Challenges and Prospects.
IEEE Trans. Knowl. Data Eng., 2010

In-depth behavior understanding and use: The behavior informatics approach.
Inf. Sci., 2010

Multi-agent system for customer relationship management with SVMs tool.
IJIIDS, 2010

Time-Sensitive Feature Mining for Temporal Sequence Classification.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

An Efficient GA-Based Algorithm for Mining Negative Sequential Patterns.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Combining Support Vector Machines and the t-statistic for Gene Selection in DNA Microarray Data Analysis.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A Novel Prototype Reduction Method for the K-Nearest Neighbor Algorithm with K >= 1.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation.
Proceedings of the International Joint Conference on Neural Networks, 2010

Enhanced co-occurrence distances for categorical data in unsupervised learning.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Less Effort, More Outcomes: Optimising Debt Recovery with Decision Trees.
Proceedings of the ICDMW 2010, 2010

SMILE: A Similarity-Based Approach for Multiple Instance Learning.
Proceedings of the ICDM 2010, 2010

i-Analyst: An Agent-Based Distributed Data Mining Platform.
Proceedings of the ICDMW 2010, 2010

Exploiting Local Data Uncertainty to Boost Global Outlier Detection.
Proceedings of the ICDM 2010, 2010

Vote-Based LELC for Positive and Unlabeled Textual Data Streams.
Proceedings of the ICDMW 2010, 2010

K-farthest-neighbors-based concept boundary determination for support vector data description.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Orientation distance-based discriminative feature extraction for multi-class classification.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Integrating Workflow into Agent-Based Distributed Data Mining Systems.
Proceedings of the Agents and Data Mining Interaction, 2010

2009
Metasynthesis: M-Space, M-Interaction, and M-Computing for Open Complex Giant Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2009

A bi-modal face recognition framework integrating facial expression with facial appearance.
Pattern Recognition Letters, 2009

Developing actionable trading agents.
Knowl. Inf. Syst., 2009

Customer Activity Sequence Classification for Debt Prevention in Social Security.
J. Comput. Sci. Technol., 2009

Agent Mining: The Synergy of Agents and Data Mining.
IEEE Intelligent Systems, 2009

Guest Editors' Introduction: Agents and Data Mining.
IEEE Intelligent Systems, 2009

Novel Intrusion Detection using Probabilistic Neural Network and Adaptive Boosting
CoRR, 2009

Adaptive Anomaly Detection of Coupled Activity Sequences.
IEEE Intelligent Informatics Bulletin, 2009

Behavior Informatics: An Informatics Perspective for Behavior Studies.
IEEE Intelligent Informatics Bulletin, 2009

Expression-invariant Facial Identification.
Proceedings of the IEEE International Conference on Systems, 2009

Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Debt Detection in Social Security by Adaptive Sequence Classification.
Proceedings of the Knowledge Science, 2009

A Cost-Effective LSH Filter for Fast Pairwise Mining.
Proceedings of the ICDM 2009, 2009

Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data.
Proceedings of the ICDM Workshops 2009, 2009

Editorial to the Proceedings of mobile technologies in enterprise computing systems workshop (MTECS 2009).
Proceedings of the Workshops Proceedings of the 12th IEEE International Enterprise Distributed Object Computing Conference, 2009

Negative-GSP: An Efficient Method for Mining Negative Sequential Patterns.
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

Ubiquitous Intelligence in Agent Mining.
Proceedings of the Agents and Data Mining Interaction, 4th International Workshop, 2009

Data Mining in Financial Markets.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Introduction to Agent Mining Interaction and Integration.
Proceedings of the Data Mining and Multi-agent Integration, 2009

2008
Engineering Open Complex Agent Systems: A Case Study.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008

Mining Impact-Targeted Activity Patterns in Imbalanced Data.
IEEE Trans. Knowl. Data Eng., 2008

Market Microstructure Patterns Powering Trading and Surveillance Agents.
J. UCS, 2008

Intelligence Metasynthesis and Knowledge Processing in Intelligent Systems.
J. UCS, 2008

Knowledge Processing in Intelligent Systems.
J. UCS, 2008

Integrating Agent, Service and Organizational Computing.
International Journal of Software Engineering and Knowledge Engineering, 2008

Activity Mining: from Activities to Actions.
International Journal of Information Technology and Decision Making, 2008

Mining in-depth patterns in stock market.
IJISTA, 2008

An integrated investment decision-support framework analysing and synthesising multidimensional market dynamics.
IJISTA, 2008

A Chinese question classification using one-vs-one method as a learning tool.
IJIIDS, 2008

Book Review: Computational Methods of Feature Selection.
IEEE Intelligent Informatics Bulletin, 2008

Efficient Mining of Event-Oriented Negative Sequential Rules.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Mining Exceptional Activity Patterns in Microstructure Data.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Outlier Mining on Multiple Time Series Data in Stock Market.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Combined Association Rule Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Multi-agent System for Custom Relationship Management with SVMs Tool.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

Agent Collaboration for Multiple Trading Strategy Integration.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

Spatial-temporal attention analysis for home video.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Multi-Space-Mapped SVMs for Multi-class Classification.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Behavior Informatics and Analytics: Let Behavior Talk.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Domain Driven Data Mining (D3M).
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

F-TRADE 3.0: An Agent-Based Integrated Framework for Data Mining Experiments.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Exception Mining on Multiple Time Series in Stock Market.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

EOCS-MCP 2008 Workshop Organization.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

Message from the EOCS-MCP 2008 Workshop Organizers.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

Metasynthetic Computing for Solving Open Complex Problems.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

Combined Pattern Mining: From Learned Rules to Actionable Knowledge.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007
DDDM2007: Domain Driven Data Mining.
SIGKDD Explorations, 2007

The Evolution of KDD: towards Domain-Driven Data Mining.
IJPRAI, 2007

Knowledge actionability: satisfying technical and business interestingness.
IJBIDM, 2007

Domain-Driven, Actionable Knowledge Discovery.
IEEE Intelligent Systems, 2007

Evolutionary Optimization of Trading Strategies.
Proceedings of the Applications of Data Mining in E-Business and Finance, 2007

Mining High Impact Exceptional Behavior Patterns.
Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

Towards Business Interestingness in Actionable Knowledge Discovery.
Proceedings of the Applications of Data Mining in E-Business and Finance, 2007

Building Agent Service Oriented Multi-Agent Systems.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007

Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

Developing Actionable Trading Strategies for Trading Agents.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

Multi-strategy Integration for Actionable Trading Agents.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

Class Association Rule Mining with Multiple Imbalanced Attributes.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

F-trade: an agent-mining symbiont for financial services.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Agent-Mining Interaction: An Emerging Area.
Proceedings of the Autonomous Intelligent Systems: Multi-Agents and Data Mining, 2007

2006
Ontology-based integration of business intelligence.
Web Intelligence and Agent Systems, 2006

Domain-Driven Data Mining: A Practical Methodology.
IJDWM, 2006

Intelligence Metasynthesis in Building Business Intelligence Systems.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006

Fuzzy Genetic Algorithms for Pairs Mining.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Domain-Driven Actionable Knowledge Discovery in the Real World.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Stock Data Mining through Fuzzy Genetic Algorithms.
Proceedings of the 2006 Joint Conference on Information Sciences, 2006

Discovering Debtor Patterns of Centrelink Customers.
Proceedings of the Data Mining and Analytics 2006, 2006

Ontological Engineering in Data Warehousing.
Proceedings of the Frontiers of WWW Research and Development, 2006

Domain-Driven Data Mining: Methodologies and Applications.
Proceedings of the Advances in Intelligent IT, 2006

Agent Services-Oriented Architectural Design of a Framework for Artificial Stock Markets.
Proceedings of the Advances in Intelligent IT, 2006

Activity Mining: Challenges and Prospects.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Agent Services-Orinted Architectural Design of Open Complex Agent Systems.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Genetic Algorithms for Robust Optimization in Financial Applications.
Proceedings of the IASTED International Conference on Computational Intelligence, 2005

The Visualization of Large Database in Stock Market.
Proceedings of the IASTED International Conference on Databases and Applications, 2005

The Fish-eye Visualization of Foreign Currency Exchange Data Streams.
Proceedings of the Asia-Pacific Symposium on Information Visualisation, 2005

Agents and Data Mining: Mutual Enhancement by Integration.
Proceedings of the Autonomous Intelligent Systems: Agents and Data Mining, 2005

2004
Integration of Business Intelligence Based on Three-Level Ontology Services.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Ontology Services-Based Information Integration in Mining Telecom Business Intelligence.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Agent Services-Based Infrastructure for Online Assessment of Trading Strategies.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

Integrative Early Requirements Analysis for Agent-Based Systems.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

Agent Services-Driven Plug-and-Play in F-TRADE.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Ontology Transformation in Multiple Domains.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003
Agent-Oriented Metasynthetic Engineering for Decision Making.
International Journal of Information Technology and Decision Making, 2003

Open Giant Intelligent Information Systems and Its Multiagent-Oriented System Design.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003

Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003


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