Longbing Cao
Orcid: 0000-0003-1562-9429Affiliations:
- University of Technology Sydney, Australia
According to our database1,
Longbing Cao
authored at least 405 papers
between 2003 and 2024.
Collaborative distances:
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Bibliography
2024
Deep Multidilation Temporal and Spatial Dependence Modeling in Stereoscopic 3-D EEG for Visual Discomfort Assessment.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024
Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences.
IEEE Trans. Neural Networks Learn. Syst., April, 2024
DE<sup>3</sup>-BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks.
CoRR, 2024
CoRR, 2024
Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Springer, ISBN: 978-981-99-9914-9, 2024
2023
Supervision Adaptation Balancing In-Distribution Generalization and Out-of-Distribution Detection.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
IEEE Trans. Knowl. Data Eng., November, 2023
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
An Efficient Method for Modeling Nonoccurring Behaviors by Negative Sequential Patterns With Loose Constraints.
IEEE Trans. Neural Networks Learn. Syst., April, 2023
Int. J. Data Sci. Anal., April, 2023
Trans-AI/DS: transformative, transdisciplinary and translational artificial intelligence and data science.
Int. J. Data Sci. Anal., March, 2023
BiT-MAC: Mortality prediction by bidirectional time and multi-feature attention coupled network on multivariate irregular time series.
Comput. Biol. Medicine, March, 2023
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective.
CoRR, 2023
Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations.
CoRR, 2023
C<sup>2</sup>VAE: Gaussian Copula-based VAE Differing Disentangled from Coupled Representations with Contrastive Posterior.
CoRR, 2023
Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling.
CoRR, 2023
ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty.
CoRR, 2023
Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
MTSNet: Deep Probabilistic Cross-multivariate Time Series Modeling with External Factors for COVID-19.
Proceedings of the International Joint Conference on Neural Networks, 2023
An Unsupervised Hierarchical Clustering Approach to Improve Hopfield Retrieval Accuracy.
Proceedings of the International Joint Conference on Neural Networks, 2023
Deep Spectral Copula Mechanisms Modeling Coupled and Volatile Multivariate Time Series.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
2022
Neural Time-Aware Sequential Recommendation by Jointly Modeling Preference Dynamics and Explicit Feature Couplings.
IEEE Trans. Neural Networks Learn. Syst., 2022
ACM Trans. Knowl. Discov. Data, 2022
Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2022
DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction.
ACM Trans. Intell. Syst. Technol., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
IEEE Internet Things J., 2022
From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V.
IEEE Intell. Syst., 2022
IEEE Intell. Syst., 2022
Decentralized AI: Edge Intelligence and Smart Blockchain, Metaverse, Web3, and DeSci.
IEEE Intell. Syst., 2022
Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing.
CoRR, 2022
CoRR, 2022
Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting.
CoRR, 2022
CoRR, 2022
Label and Distribution-discriminative Dual Representation Learning for Out-of-Distribution Detection.
CoRR, 2022
Out-of-distribution Detection by Cross-class Vicinity Distribution of In-distribution Data.
CoRR, 2022
Supervision Adaptation Balances In-Distribution Generalization and Out-of-Distribution Detection.
CoRR, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
Interactive Sequential Basket Recommendation by Learning Basket Couplings and Positive/Negative Feedback.
ACM Trans. Inf. Syst., 2021
VM-NSP: Vertical Negative Sequential Pattern Mining with Loose Negative Element Constraints.
ACM Trans. Inf. Syst., 2021
dhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream.
ACM Trans. Intell. Syst. Technol., 2021
Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation.
IEEE Intell. Syst., 2021
Answer Keyword Generation for Community Question Answering by Multiaspect Gamma-Poisson Matrix Completion.
IEEE Intell. Syst., 2021
Expert Syst. Appl., 2021
Data Min. Knowl. Discov., 2021
Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science.
CoRR, 2021
Modeling COVID-19 uncertainties evolving over time and density-dependent social reinforcement and asymptomatic infections.
CoRR, 2021
Revealing Distributional Vulnerability of Explicit Discriminators by Implicit Generators.
CoRR, 2021
Personalized next-best action recommendation with multi-party interaction learning for automated decision-making.
CoRR, 2021
Proceedings of the WSDM '21, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Syst. Man Cybern. Syst., 2020
ACM Trans. Knowl. Discov. Data, 2020
IEEE Trans. Cybern., 2020
The Era of Intelligent Recommendation: Editorial on Intelligent Recommendation with Advanced AI and Learning.
IEEE Intell. Syst., 2020
Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting.
CoRR, 2020
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation.
CoRR, 2020
IEEE Comput. Intell. Mag., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020
Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Neural Networks Learn. Syst., 2019
IEEE Trans. Knowl. Data Eng., 2019
IEEE Trans. Knowl. Data Eng., 2019
Expert Syst. Appl., 2019
IEEE Access, 2019
Enhancing Mobile App User Understanding and Marketing With Heterogeneous Crowdsourced Data: A Review.
IEEE Access, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
TBQ(σ): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.
ACM Trans. Inf. Syst., 2018
IEEE Trans. Knowl. Data Eng., 2018
IEEE Trans. Knowl. Data Eng., 2018
ACM Trans. Knowl. Discov. Data, 2018
IEEE Trans. Inf. Forensics Secur., 2018
F-NSP+: A fast negative sequential patterns mining method with self-adaptive data storage.
Pattern Recognit., 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
Modeling and Forecasting the Popularity Evolution of Mobile Apps: A Multivariate Hawkes Process Approach.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Int. J. Data Sci. Anal., 2018
Neural Cross-Session Filtering: Next-Item Prediction Under Intra- and Inter-Session Context.
IEEE Intell. Syst., 2018
Entropy, 2018
Eng. Appl. Artif. Intell., 2018
Proceedings of the 2018 IEEE SmartWorld, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 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
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
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Interactive Probabilistic Post-Mining of User-Preferred Spatial Co-Location Patterns.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
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
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
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. Cybern., 2017
Knowl. Based Syst., 2017
Knowl. Inf. Syst., 2017
Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns.
J. Biomed. Informatics, 2017
Classification of high-dimensional evolving data streams via a resource-efficient online ensemble.
Data Min. Knowl. Discov., 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
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
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
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
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
Conference Report on 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA'2015) [Conference Reports].
IEEE Comput. Intell. Mag., 2016
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
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
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-4471-6551-4, 2015
IEEE Trans. Syst. Man Cybern. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Knowl. Data Eng., 2015
Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model.
IEEE Trans. Fuzzy Syst., 2015
IEEE Trans. Cybern., 2015
Automatic multilevel thresholding for image segmentation using stratified sampling and Tabu Search.
Soft Comput., 2015
Knowl. Based Syst., 2015
IEEE Intell. Syst., 2015
Eng. Appl. Artif. Intell., 2015
CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data.
CoRR, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Information and Communication Technologies in Tourism 2015, 2015
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
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the Artificial Intelligence for Transportation: Advice, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
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 Networks Learn. Syst., 2014
IEEE Trans. Knowl. Data Eng., 2014
Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams.
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Cybern., 2014
Trans. Comput. Collect. Intell., 2014
Pattern Recognit. Lett., 2014
Pattern Recognit., 2014
Non-parametric shrinkage mean estimation for quadratic loss functions with unknown covariance matrices.
J. Multivar. Anal., 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
mPadal: a joint local-and-global multi-view feature selection method for activity recognition.
Appl. Intell., 2014
Appl. Intell., 2014
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
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
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
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
Proceedings of the Agents and Data Mining Interaction - 10th International Workshop, 2014
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.
WIREs Data Mining Knowl. Discov., 2013
IEEE Trans. Netw. Serv. Manag., 2013
Int. J. Sens. Networks, 2013
Fuzzy Optim. Decis. Mak., 2013
TRASMIL: A local anomaly detection framework based on trajectory segmentation and multi-instance learning.
Comput. Vis. Image Underst., 2013
Optimal feature selection for sparse linear discriminant analysis and its applications in gene expression data.
Comput. Stat. Data Anal., 2013
Characterizing A Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models
CoRR, 2013
Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network.
CoRR, 2013
CoRR, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
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
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
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
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
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
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
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013
Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013
2012
IEEE Trans. Syst. Man Cybern. Part C, 2012
Int. J. Bioinform. Res. Appl., 2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
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
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Springer, ISBN: 978-1-4471-2968-4, 2012
2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
Expert Syst. Appl., 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the FUZZ-IEEE 2011, 2011
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
IEEE Trans. Knowl. Data Eng., 2010
IEEE Trans. Knowl. Data Eng., 2010
Inf. Sci., 2010
Int. J. Intell. Inf. Database Syst., 2010
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Combining Support Vector Machines and the <i>t</i>-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 <i>K</i>-Nearest Neighbor Algorithm with <i>K</i> >= 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
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the ICDM 2010, 2010
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
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. Syst. Man Cybern. Part A, 2009
A bi-modal face recognition framework integrating facial expression with facial appearance.
Pattern Recognit. Lett., 2009
J. Comput. Sci. Technol., 2009
CoRR, 2009
IEEE Intell. Informatics Bull., 2009
IEEE Intell. Informatics Bull., 2009
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
Proceedings of the Knowledge Science, 2009
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
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009
Proceedings of the Agents and Data Mining Interaction, 4th International Workshop, 2009
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009
Proceedings of the Data Mining and Multi-agent Integration, 2009
2008
IEEE Trans. Syst. Man Cybern. Part C, 2008
IEEE Trans. Knowl. Data Eng., 2008
J. Univers. Comput. Sci., 2008
J. Univers. Comput. Sci., 2008
Int. J. Softw. Eng. Knowl. Eng., 2008
An integrated investment decision-support framework analysing and synthesising multidimensional market dynamics.
Int. J. Intell. Syst. Technol. Appl., 2008
Int. J. Intell. Inf. Database Syst., 2008
IEEE Intell. Informatics Bull., 2008
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008
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
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008
2007
Int. J. Pattern Recognit. Artif. Intell., 2007
Int. J. Bus. Intell. Data Min., 2007
Proceedings of the Applications of Data Mining in E-Business and Finance, 2007
Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007
Proceedings of the Applications of Data Mining in E-Business and Finance, 2007
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
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
Proceedings of the Autonomous Intelligent Systems: Multi-Agents and Data Mining, 2007
2006
Int. J. Data Warehous. Min., 2006
Proceedings of the Web Intelligence Meets Brain Informatics, 2006
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006
Proceedings of the 2006 Joint Conference on Information Sciences, 2006
Proceedings of the Data Mining and Analytics 2006, 2006
Proceedings of the Frontiers of WWW Research and Development, 2006
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
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006
2005
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
Proceedings of the Asia-Pacific Symposium on Information Visualisation, 2005
Proceedings of the Autonomous Intelligent Systems: Agents and Data Mining, 2005
2004
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
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
2003
Int. J. Inf. Technol. Decis. Mak., 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