Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior.

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[DOI]

Chenguang Zhang

Yuexian Hou

Yan Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract).

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[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Quantum Observation Scheme Can Universally Identify Causalities from Correlations.

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[DOI]

Chenguang Zhang

Yuexian Hou

Dawei Song

CoRR, 2019

A Tensorized Transformer for Language Modeling.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Quantum-Inspired DMATT-BiGRU for Conversational Sentiment Analysis.

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[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors.

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[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Density Matrix Based Preference Evolution Networks for E-Commerce Recommendation.

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[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Regularizing Deep Neural Networks by Ensemble-based Low-Level Sample-Variances Method.

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[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation.

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Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

A Confident Information First Principle for Parameter Reduction and Model Selection of Boltzmann Machines.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Two-Step Multi-factor Attention Neural Network for Answer Selection.

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[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Attention-Based Linguistically Constraints Network for Aspect-Level Sentiment.

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[DOI]

Jinyu Lu

Yuexian Hou

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method.

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[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Automatic Update of Ontology Concept Hierarchy with New Entity Insertion and New Concept Generation Based on Semantic Measurement.

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[DOI]

Proceedings of the 7th International Conference on Software and Computer Applications, 2018

Modeling Relevance Judgement Inspired by Quantum Weak Measurement.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2018

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis.

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[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Measuring Bidirectional Subjective Strength of Online Social Relationship by Synthetizing the Interactive Language Features and Social Balance (Short Paper).

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[DOI]

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

Exploring Relevance Judgement Inspired by Quantum Weak Measurement.

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[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval.

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[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Shadow detection of moving objects based on multisource information in Internet of things.

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[DOI]

J. Exp. Theor. Artif. Intell., 2017

Deep fusion of multi-channel neurophysiological signal for emotion recognition and monitoring.

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[DOI]

Int. J. Data Min. Bioinform., 2017

Exploring Interpersonal Influence by Tracking User Dynamic Interactions.

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[DOI]

IEEE Intell. Syst., 2017

Regularizing Neural Networks via Retaining Confident Connections.

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[DOI]

Entropy, 2017

Extending the Balance Theory by Measuring Bidirectional Opinions with Interactive Language.

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[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Bi-Directional LSTM with Quantum Attention Mechanism for Sentence Modeling.

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[DOI]

Xiaolei Niu

Yuexian Hou

Panpan Wang

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

Hierarchical Attention BLSTM for Modeling Sentences and Documents.

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[DOI]

Xiaolei Niu

Yuexian Hou

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

Improving the Generalization Ability of Restricted Boltzmann Machines via Theta Pure Dependency.

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[DOI]

Qi Xu

Yuexian Hou

Proceedings of the 2017 International Conference on Deep Learning Technologies, 2017

Position vs. Attitude: How Topological Factors Influence Our Difference in the Attitudes on Online Interrelationships? A Case Study with Language Use.

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[DOI]

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2017

Learning Music Emotions via Quantum Convolutional Neural Network.

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[DOI]

Proceedings of the Brain Informatics - International Conference, 2017

Does tang poetry affect human emotional state? A pilot study by EEG.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Generalized Analysis of a Distribution Separation Method.

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Entropy, 2016

A Quantum Query Expansion Approach for Session Search.

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[DOI]

Entropy, 2016

Exploration of Quantum Interference in Document Relevance Judgement Discrepancy.

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[DOI]

Entropy, 2016

Encoding physiological signals as images for affective state recognition using convolutional neural networks.

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[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Emotion recognition from multi-channel EEG data through Convolutional Recurrent Neural Network.

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[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Iterative Project Quasi-Newton Algorithm for Training RBM.

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[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines.

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[DOI]

CoRR, 2015

Further Theoretical Study of Distribution Separation Method for Information Retrieval.

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[DOI]

CoRR, 2015

Incorporating Intra-Query Term Dependencies in an Aspect Query Language Model.

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[DOI]

Comput. Intell., 2015

How Different Features Contribute to the Session Search?

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[DOI]

Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Modeling Quantum Entanglements in Quantum Language Models.

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[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Constrained Multi-view Clustering Approach to Influence Role Detection.

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[DOI]

Proceedings of the 1st International Workshop on Social Influence Analysis, 2015

Predicting Box Office Receipts of Movies with Pruned Random Forest.

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[DOI]

Zhenyu Guo

Xin Zhang

Yuexian Hou

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification.

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[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Document Boltzmann Machines for Information Retrieval.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2015

A Sequential Latent Topic-Based Readability Model for Domain-Specific Information Retrieval.

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[DOI]

Proceedings of the Information Retrieval Technology, 2015

A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback.

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[DOI]

Proceedings of the Information Retrieval Technology, 2015

A Query Expansion Approach Using Entity Distribution Based on Markov Random Fields.

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[DOI]

Proceedings of the Information Retrieval Technology, 2015

2014

Bias-variance analysis in estimating true query model for information retrieval.

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[DOI]

Inf. Process. Manag., 2014

Extending the Extreme Physical Information to Universal Cognitive Models via a Confident Information First Principle.

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Entropy, 2014

Quadratic Tsallis Entropy Bias and generalized Maximum Entropy Models.

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[DOI]

Comput. Intell., 2014

Inferring topic-dependent influence roles of Twitter users.

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[DOI]

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

Rényi Divergence Based Generalization for Learning of Classification Restricted Boltzmann Machines.

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[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Generalized Bias-Variance Evaluation of TREC Participated Systems.

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[DOI]

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

2013

Mining pure high-order word associations via information geometry for information retrieval.

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[DOI]

ACM Trans. Inf. Syst., 2013

Understanding Deep Learning by Revisiting Boltzmann Machines: An Information Geometry Approach

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CoRR, 2013

Bias-variance decomposition of ir evaluation.

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[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

A Global Constrained Optimization Method for Designing Road Networks with Small Diameters.

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[DOI]

Proceedings of the IJCAI 2013, 2013

A unified graph model for personalized query-oriented reference paper recommendation.

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[DOI]

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

Optimization of an Integrated Model for Automatic Reduction and Expansion of Long Queries.

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[DOI]

Proceedings of the Information Retrieval Technology, 2013

Using Dempster-Shafer's Evidence Theory for Query Expansion Based on Freebase Knowledge.

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[DOI]

Proceedings of the Information Retrieval Technology, 2013

2012

Twitter hyperlink recommendation with user-tweet-hyperlink three-way clustering.

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

2011

Developing Position Structure-Based Framework for Chinese Entity Relation Extraction.

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[DOI]

ACM Trans. Asian Lang. Inf. Process., 2011

Quantum Theory-Inspired Search.

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[DOI]

Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Contextual Image Annotation via Projection and Quantum Theory Inspired Measurement for Integration of Text and Visual Features.

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[DOI]

Proceedings of the Quantum Interaction - 5th International Symposium, 2011

Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization.

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[DOI]

Proceedings of the Advances in Information Retrieval Theory, 2011

Pure High-Order Word Dependence Mining via Information Geometry.

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[DOI]

Proceedings of the Advances in Information Retrieval Theory, 2011

Importance Weighted AdaRank.

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[DOI]

Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011

An unsupervised feature selection method based on degree of feature cooperation.

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[DOI]

Tingxu Yan

Yuexian Hou

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

A Novel Re-ranking Approach Inspired by Quantum Measurement.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2011

Learning kernels with upper bounds of leave-one-out error.

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[DOI]

Yong Liu

Shizhong Liao

Yuexian Hou

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

On Modeling Rank-Independent Risk in Estimating Probability of Relevance.

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[DOI]

Proceedings of the Information Retrieval Technology, 2011

2010

Beyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Detecting and extracting the photo composites using planar homography and graph cut.

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[DOI]

IEEE Trans. Inf. Forensics Secur., 2010

On Tsallis Entropy Bias and Generalized Maximum Entropy Models

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[DOI]

CoRR, 2010

A New Closeness Metric for Social Networks Based on the k Shortest Paths.

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[DOI]

Proceedings of the Advances in Neural Networks, 2010

A Study of Document Weight Smoothness in Pseudo Relevance Feedback.

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[DOI]

Proceedings of the Information Retrieval Technology, 2010

Event-Based Hyperspace Analogue to Language for Query Expansion.

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[DOI]

Proceedings of the ACL 2010, 2010

Automata Modeling for Cognitive Interference in Users' Relevance Judgment.

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[DOI]

Proceedings of the Quantum Informatics for Cognitive, 2010

Explanation of Relevance Judgement Discrepancy with Quantum Interference.

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[DOI]

Proceedings of the Quantum Informatics for Cognitive, 2010

How Quantum Theory Is Developing the Field of Information Retrieval.

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[DOI]

Alvaro Francisco Huertas-Rosero

Yuexian Hou

Massimo Melucci

Stefan M. Rüger

Proceedings of the Quantum Informatics for Cognitive, 2010

2009

Nonlinear Dimensionality Reduction by Locally Linear Inlaying.

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[DOI]

IEEE Trans. Neural Networks, 2009

Approximating true relevance distribution from a mixture model based on irrelevance data.

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[DOI]

Peng Zhang

Yuexian Hou

Dawei Song

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

Characterizing Pure High-Order Entanglements in Lexical Semantic Spaces via Information Geometry.

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[DOI]

Yuexian Hou

Dawei Song

Proceedings of the Quantum Interaction, Third International Symposium, 2009

Using Non-extensive Entropy for Text Classification.

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[DOI]

Lin Fu

Yuexian Hou

Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009

A Novel Composite Kernel Approach to Chinese Entity Relation Extraction.

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[DOI]

Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

2008

Exploiting the Role of Position Feature in Chinese Relation Extraction.

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[DOI]

Proceedings of the International Conference on Language Resources and Evaluation, 2008

A Novel Feature-based Approach to Chinese Entity Relation Extraction.

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[DOI]

Proceedings of the ACL 2008, 2008

2006

A Framework of Feedback Search Engine Motivated by Content Relevance Mining.

[BibT_eX]

[DOI]

Yuexian Hou

Honglei Zhu

Pilian He

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Locally Adaptive Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

Yuexian Hou

Hongmin Yang

Pilian He

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

Improving classification precision by implicit kernels motivated by manifold learning.

[BibT_eX]

[DOI]

Yuexian Hou

Jingyi Wu

Pilian He

Proceedings of the International Joint Conference on Neural Networks, 2006

Adaptively Incremental Self-organizing Isometric Embedding.

[BibT_eX]

[DOI]

Yuexian Hou

Gong Kefei

Pilian He

Proceedings of the Neural Information Processing, 13th International Conference, 2006

A Multi-objective Cooperative Coevolutionary Algorithm for Constructing Accurate and Interpretable Fuzzy systems.

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[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Self-organizing Isometric Embedding Based on Statistical Criterions.

[BibT_eX]

[DOI]

Ruiguo Yu

Yuexian Hou

Pilian He

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

2005

A Clustering Algorithm Based on Density Kernel Extension.

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[DOI]

Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Robust Nonlinear Dimension Reduction: A Self-organizing Approach.

[BibT_eX]

[DOI]

Yuexian Hou

Liyue Yao

Pilian He

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

2004

Nonlinear Prediction Model Identification and Robust Prediction of Chaotic Time Series.

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[DOI]

Yuexian Hou

Weidi Dai

Pilian He

Proceedings of the Advances in Neural Networks, 2004

Yuexian Hou

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