Zhi-Hua Zhou

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

A Simple Approach for Non-stationary Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Boosting-Based Reliable Model Reuse.

[BibT_eX]

[DOI]

Yao-Xiang Ding

Proceedings of The 12th Asian Conference on Machine Learning, 2020

Differentially Private Learning with Small Public Data.

[BibT_eX]

[DOI]

Jun Wang

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

Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization.

[BibT_eX]

[DOI]

Xuan Huo

Francesco G. B. De Natale

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

2019

Multi-Label Learning from Crowds.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Unsupervised object discovery and co-localization by deep descriptor transformation.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

What Makes Objects Similar: A Unified Multi-Metric Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Efficient Training for Positive Unlabeled Learning.

[BibT_eX]

[DOI]

Emanuele Sansone

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Fast Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

A simple homotopy proximal mapping algorithm for compressive sensing.

[BibT_eX]

[DOI]

Mach. Learn., 2019

Lowest probability mass neighbour algorithms: relaxing the metric constraint in distance-based neighbourhood algorithms.

[BibT_eX]

[DOI]

Mach. Learn., 2019

Relative Error Bound Analysis for Nuclear Norm Regularized Matrix Completion.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

Launch of the Excellent Young Computer Scientists Forum.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

An Unbiased Risk Estimator for Learning with Augmented Classes.

[BibT_eX]

[DOI]

Yu-Jie Zhang

CoRR, 2019

Bifurcation Spiking Neural Network.

[BibT_eX]

[DOI]

Shao-Qun Zhang

CoRR, 2019

Expert-Level Atari Imitation Learning from Demonstrations Only.

[BibT_eX]

[DOI]

CoRR, 2019

Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions.

[BibT_eX]

[DOI]

CoRR, 2019

Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2019

Evaluating the Robustness of Nearest Neighbor Classifiers: A Primal-Dual Perspective.

[BibT_eX]

[DOI]

CoRR, 2019

Forest Representation Learning Guided by Margin Distribution.

[BibT_eX]

[DOI]

Shen-Huan Lv

Liang Yang

CoRR, 2019

Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness.

[BibT_eX]

[DOI]

CoRR, 2019

Abductive learning: towards bridging machine learning and logical reasoning.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2019

On repeated stackelberg security game with the cooperative human behavior model for wildlife protection.

[BibT_eX]

[DOI]

Appl. Intell., 2019

Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms.

[BibT_eX]

[DOI]

Artif. Intell., 2019

Towards Identifying Causal Relation Between Instances and Labels.

[BibT_eX]

[DOI]

Tian-Zuo Wang

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Towards One Reusable Model for Various Software Defect Mining Tasks.

[BibT_eX]

[DOI]

Heng-Yi Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

A Refined Margin Distribution Analysis for Forest Representation Learning.

[BibT_eX]

[DOI]

Shen-Huan Lyu

Liang Yang

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

Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder.

[BibT_eX]

[DOI]

Qi-Zhi Cai

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

Bridging Machine Learning and Logical Reasoning by Abductive Learning.

[BibT_eX]

[DOI]

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

Learning from Incomplete and Inaccurate Supervision.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Isolation Set-Kernel and Its Application to Multi-Instance Learning.

[BibT_eX]

[DOI]

Bi-Cun Xu

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Reinforcement Learning Experience Reuse with Policy Residual Representation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Partial Label Learning with Unlabeled Data.

[BibT_eX]

[DOI]

Qian-Wei Wang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adaptive Regret of Convex and Smooth Functions.

[BibT_eX]

[DOI]

Tie-Yan Liu

Proceedings of the 36th International Conference on Machine Learning, 2019

Heterogeneous Model Reuse via Optimizing Multiparty Multiclass Margin.

[BibT_eX]

[DOI]

Xi-Zhu Wu

Song Liu

Proceedings of the 36th International Conference on Machine Learning, 2019

Stochastic Approximation of Smooth and Strongly Convex Functions: Beyond the $O(1/T)$ Convergence Rate.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2019

Evolutionary Learning: Advances in Theories and Algorithms

[BibT_eX]

[DOI]

Springer, ISBN: 978-981-13-5955-2, 2019

2018

Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Boosting.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Reusable Reinforcement Learning via Shallow Trails.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Multi-Label Learning with Emerging New Labels.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Multi-Label Learning with Global and Local Label Correlation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Constrained Monotone k-Submodular Function Maximization Using Multiobjective Evolutionary Algorithms With Theoretical Guarantee.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

One-Pass Learning with Incremental and Decremental Features.

[BibT_eX]

[DOI]

Chenping Hou

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Meta-Interpretive Learning from noisy images.

[BibT_eX]

[DOI]

Stephen H. Muggleton

Claude Sammut

Alireza Tamaddoni-Nezhad

Jing Wen

Mach. Learn., 2018

Crowdsourcing with unsure option.

[BibT_eX]

[DOI]

Yao-Xiang Ding

Mach. Learn., 2018

Structural diversity for decision tree ensemble learning.

[BibT_eX]

[DOI]

Tao Sun

Frontiers Comput. Sci., 2018

Analyzing Evolutionary Optimization in Noisy Environments.

[BibT_eX]

[DOI]

Evol. Comput., 2018

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.

[BibT_eX]

[DOI]

Evol. Comput., 2018

Optimal Margin Distribution Network.

[BibT_eX]

[DOI]

Shen-Huan Lv

Lu Wang

CoRR, 2018

Learning with Interpretable Structure from RNN.

[BibT_eX]

[DOI]

Bo-Jian Hou

CoRR, 2018

Matrix Co-completion for Multi-label Classification with Missing Features and Labels.

[BibT_eX]

[DOI]

CoRR, 2018

Distributed Deep Forest and its Application to Automatic Detection of Cash-out Fraud.

[BibT_eX]

[DOI]

CoRR, 2018

𝓁1-regression with Heavy-tailed Distributions.

[BibT_eX]

[DOI]

CoRR, 2018

Tunneling Neural Perception and Logic Reasoning through Abductive Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Anomaly Detection with Partially Observed Anomalies.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Social Stream Classification with Emerging New Labels.

[BibT_eX]

[DOI]

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

\ell_1-regression with Heavy-tailed Distributions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Adaptive Online Learning in Dynamic Environments.

[BibT_eX]

[DOI]

Shiyin Lu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Unorganized Malicious Attacks Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-Layered Gradient Boosting Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Preference Based Adaptation for Learning Objectives.

[BibT_eX]

[DOI]

Yao-Xiang Ding

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Isolation Kernel and Its Effect on SVM.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Semi-Supervised Optimal Margin Distribution Machines.

[BibT_eX]

[DOI]

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

Learning Environmental Calibration Actions for Policy Self-Evolution.

[BibT_eX]

[DOI]

Chao Zhang

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

Experienced Optimization with Reusable Directional Model for Hyper-Parameter Search.

[BibT_eX]

[DOI]

Yi-Qi Hu

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

Tri-net for Semi-Supervised Deep Learning.

[BibT_eX]

[DOI]

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

Dynamic Regret of Strongly Adaptive Methods.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Rectify Heterogeneous Models with Semantic Mapping.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Improving Deep Forest by Confidence Screening.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Label Distribution Learning by Optimal Transport.

[BibT_eX]

[DOI]

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

Optimal Margin Distribution Clustering.

[BibT_eX]

[DOI]

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

Dual Set Multi-Label Learning.

[BibT_eX]

[DOI]

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

AutoEncoder by Forest.

[BibT_eX]

[DOI]

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

Learning From Semi-Supervised Weak-Label Data.

[BibT_eX]

[DOI]

Hao-Chen Dong

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

2017

Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Scalable Algorithms for Multi-Instance Learning.

[BibT_eX]

[DOI]

Xiu-Shen Wei

IEEE Trans. Neural Networks Learn. Syst., 2017

Classification Under Streaming Emerging New Classes: A Solution Using Completely-Random Trees.

[BibT_eX]

[DOI]

Xin Mu

IEEE Trans. Knowl. Data Eng., 2017

Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

2D Feature Selection by Sparse Matrix Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and Vision.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Introduction: special issue of selected papers from ACML 2015.

[BibT_eX]

[DOI]

Mach. Learn., 2017

Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016).

[BibT_eX]

[DOI]

Mach. Learn., 2017

Crowd intelligence in AI 2.0 era.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms.

[BibT_eX]

[DOI]

CoRR, 2017

Theoretical Foundation of Co-Training and Disagreement-Based Algorithms.

[BibT_eX]

[DOI]

CoRR, 2017

Distribution-Free One-Pass Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming.

[BibT_eX]

[DOI]

CoRR, 2017

Effects of the optimisation of the margin distribution on generalisation in deep architectures.

[BibT_eX]

[DOI]

CoRR, 2017

Strongly Adaptive Regret Implies Optimally Dynamic Regret.

[BibT_eX]

[DOI]

CoRR, 2017

Mining heterogeneous causal effects for personalized cancer treatment.

[BibT_eX]

[DOI]

Bioinform., 2017

Multi-View Matrix Completion for Clustering with Side Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Subset Selection under Noise.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Improved Dynamic Regret for Non-degenerate Functions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Logical Vision: One-Shot Meta-Interpretive Learning from Real Images.

[BibT_eX]

[DOI]

Stephen H. Muggleton

Jing Wen

Alireza Tamaddoni-Nezhad

Proceedings of the Inductive Logic Programming - 27th International Conference, 2017

Deep Forest: Towards An Alternative to Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Instance Learning with Key Instance Shift.

[BibT_eX]

[DOI]

Ya-Lin Zhang

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Incomplete Label Distribution Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Deep Descriptor Transforming for Image Co-Localization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Obtaining High-Quality Label by Distinguishing between Easy and Hard Items in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Optimizing Ratio of Monotone Set Functions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Cost-Effective Active Learning from Diverse Labelers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Storage Fit Learning with Unlabeled Data.

[BibT_eX]

[DOI]

Bo-Jian Hou

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Class Optimal Margin Distribution Machine.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

A Unified View of Multi-Label Performance Measures.

[BibT_eX]

[DOI]

Xi-Zhu Wu

Proceedings of the 34th International Conference on Machine Learning, 2017

New Class Adaptation Via Instance Generation in One-Pass Class Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

POSTER: A PU Learning based System for Potential Malicious URL Detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Deep Learning for Fixed Model Reuse.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Streaming Classification with Emerging New Class by Class Matrix Sketching.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Learning Safe Prediction for Semi-Supervised Regression.

[BibT_eX]

[DOI]

Han-Wen Zha

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Deep MIML Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Large Margin Distribution Learning with Cost Interval and Unlabeled Data.

[BibT_eX]

[DOI]

Yu-Hang Zhou

IEEE Trans. Knowl. Data Eng., 2016

Modeling of Geographic Dependencies for Real Estate Ranking.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

An empirical study on image bag generators for multi-instance learning.

[BibT_eX]

[DOI]

Xiu-Shen Wei

Mach. Learn., 2016

Introduction: special issue of selected papers from ACML 2014.

[BibT_eX]

[DOI]

Mach. Learn., 2016

Minimal gated unit for recurrent neural networks.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2016

Learnware: on the future of machine learning.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2016

Launch of the NSFC Excellent Young Scholars Forum.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2016

On the Consistency of Exact and Approximate Nearest Neighbor with Noisy Data.

[BibT_eX]

[DOI]

Xin-Yi Niu

CoRR, 2016

Improved dynamic regret for non-degeneracy functions.

[BibT_eX]

[DOI]

CoRR, 2016

Dropout Rademacher complexity of deep neural networks.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2016

One-pass AUC optimization.

[BibT_eX]

[DOI]

Artif. Intell., 2016

Facial Age Estimation by Total Ordering Preserving Projection.

[BibT_eX]

[DOI]

Xiao-Dong Wang

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Selection Hyper-heuristics Can Provably Be Helpful in Evolutionary Multi-objective Optimization.

[BibT_eX]

[DOI]

Ke Tang

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

What Makes Objects Similar: A Unified Multi-Metric Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

User Identity Linkage by Latent User Space Modelling.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Cost-Saving Effect of Crowdsourcing Learning.

[BibT_eX]

[DOI]

Lu Wang

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Parallel Pareto Optimization for Subset Selection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Transductive Optimization of Top k Precision.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Graph Quality Judgement: A Large Margin Expedition.

[BibT_eX]

[DOI]

Shao-Bo Wang

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Learning Unified Features from Natural and Programming Languages for Locating Buggy Source Code.

[BibT_eX]

[DOI]

Xuan Huo

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Lower Bound Analysis of Population-Based Evolutionary Algorithms for Pseudo-Boolean Functions.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Online Stochastic Linear Optimization under One-bit Feedback.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Sparse Learning for Large-Scale and High-Dimensional Data: A Randomized Convex-Concave Optimization Approach.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016

Learnability of Non-I.I.D.

[BibT_eX]

[DOI]

Xin-Yi Niu

Proceedings of The 8th Asian Conference on Machine Learning, 2016

Learning Expected Hitting Time Distance.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Learning to Generate Posters of Scientific Papers.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Towards Safe Semi-Supervised Learning for Multivariate Performance Measures.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Column Sampling Based Discrete Supervised Hashing.

[BibT_eX]

[DOI]

Wang-Cheng Kang

Wu-Jun Li

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Risk Minimization in the Presence of Label Noise.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Stochastic Optimization for Kernel PCA.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Machine Learning.

[BibT_eX]

[DOI]

James Tin-Yau Kwok

Lei Xu

Proceedings of the Springer Handbook of Computational Intelligence, 2015

Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Robust Design Space Modeling.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2015

Partially Shared Latent Factor Learning With Multiview Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Pairwised Specific Distance Learning from Physical Linkages.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Switch Analysis for Running Time Analysis of Evolutionary Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2015

Towards Making Unlabeled Data Never Hurt.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Scalable Stochastic Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

Shen-Yi Zhao

Wu-Jun Li

CoRR, 2015

Multi-Label Active Learning from Crowds.

[BibT_eX]

[DOI]

Shao-Yuan Li

CoRR, 2015

Stochastic Proximal Gradient Descent for Nuclear Norm Regularization.

[BibT_eX]

[DOI]

CoRR, 2015

Online Stochastic Linear Optimization under One-bit Feedback.

[BibT_eX]

[DOI]

CoRR, 2015

Analysis of Nuclear Norm Regularization for Full-rank Matrix Completion.

[BibT_eX]

[DOI]

CoRR, 2015

Crowdsourcing label quality: a theoretical analysis.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2015

Variable solution structure can be helpful in evolutionary optimization.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2015

Subset Selection by Pareto Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Multi-label Selective Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts.

[BibT_eX]

[DOI]

Stephen H. Muggleton

Proceedings of the Late Breaking Papers of the 25th International Conference on Inductive Logic Programming, 2015

Active Learning from Crowds with Unsure Option.

[BibT_eX]

[DOI]

Jinhong Zhong

Ke Tang

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

On Constrained Boolean Pareto Optimization.

[BibT_eX]

[DOI]

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

Multi-Label Active Learning: Query Type Matters.

[BibT_eX]

[DOI]

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

On the Consistency of AUC Pairwise Optimization.

[BibT_eX]

[DOI]

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

CUR Algorithm for Partially Observed Matrices.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

Rank Consistency based Multi-View Learning: A Privacy-Preserving Approach.

[BibT_eX]

[DOI]

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

A Simple Homotopy Algorithm for Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

One-Pass Multi-View Learning.

[BibT_eX]

[DOI]

Proceedings of The 7th Asian Conference on Machine Learning, 2015

Statistical Unfolded Logic Learning.

[BibT_eX]

[DOI]

Proceedings of The 7th Asian Conference on Machine Learning, 2015

Pareto Ensemble Pruning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Structured Sparsity with Group-Graph Regularization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Online Bandit Learning for a Special Class of Non-Convex Losses.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

A Review on Multi-Label Learning Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

Genome-Wide Protein Function Prediction through Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

Jian-Sheng Wu

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Editorial to the Special Issue of Selected Papers of SDM 2013.

[BibT_eX]

[DOI]

Jennifer G. Dy

Stat. Anal. Data Min., 2014

Active Learning by Querying Informative and Representative Examples.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Special issue on the Sino-foreign-interchange workshop on intelligence science and intelligent data engineering.

[BibT_eX]

[DOI]

Yanning Zhang

Changshui Zhang

Neurocomputing, 2014

Inductive Logic Boosting.

[BibT_eX]

[DOI]

CoRR, 2014

Automated annotation of developmental stages of Drosophila embryos in images containing spatial patterns of expression.

[BibT_eX]

[DOI]

Bioinform., 2014

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Top Rank Optimization in Linear Time.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Large margin distribution machine.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Meta-path based multi-network collective link prediction.

[BibT_eX]

[DOI]

Jiawei Zhang

Philip S. Yu

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

ArchRanker: A ranking approach to design space exploration.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE 41st International Symposium on Computer Architecture, 2014

Scalable Multi-instance Learning.

[BibT_eX]

[DOI]

Xiu-Shen Wei

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

Location semantics prediction for living analytics by mining smartphone data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Napping for functional representation of policy.

[BibT_eX]

[DOI]

Qing Da

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Large Margin Distribution Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

Learning with Augmented Multi-Instance View.

[BibT_eX]

[DOI]

Proceedings of the Sixth Asian Conference on Machine Learning, 2014

Multi-Instance Learning with Distribution Change.

[BibT_eX]

[DOI]

Weijia Zhang

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Partial Multi-View Clustering.

[BibT_eX]

[DOI]

Shao-Yuan Li

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Learning with Augmented Class by Exploiting Unlabeled Data.

[BibT_eX]

[DOI]

Qing Da

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Transductive Multilabel Learning via Label Set Propagation.

[BibT_eX]

[DOI]

Xiangnan Kong

Michael K. Ng

IEEE Trans. Knowl. Data Eng., 2013

Improved Bounds for the Nyström Method With Application to Kernel Classification.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Effective and efficient microprocessor design space exploration using unlabeled design configurations.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2013

Sequence-Based Prediction of microRNA-Binding Residues in Proteins Using Cost-Sensitive Laplacian Support Vector Machines.

[BibT_eX]

[DOI]

Jian-Sheng Wu

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A literature survey on robust and efficient eye localization in real-life scenarios.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Efficient Optimization of Performance Measures by Classifier Adaptation.

[BibT_eX]

[DOI]

Ivor W. Tsang

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Facial Age Estimation by Learning from Label Distributions.

[BibT_eX]

[DOI]

Chao Yin

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Introduction: special issue of selected papers of ACML 2012.

[BibT_eX]

[DOI]

Mach. Learn., 2013

Resource Allocation for Heterogeneous Cognitive Radio Networks with Imperfect Spectrum Sensing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Convex and scalable weakly labeled SVMs.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2013

A spectral approach to detecting subtle anomalies in graphs.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2013

Exploiting unlabeled data to enhance ensemble diversity.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2013

Fast Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

CoRR, 2013

An analysis on recombination in multi-objective evolutionary optimization.

[BibT_eX]

[DOI]

Artif. Intell., 2013

On the doubt about margin explanation of boosting.

[BibT_eX]

[DOI]

Artif. Intell., 2013

On the consistency of multi-label learning.

[BibT_eX]

[DOI]

Artif. Intell., 2013

Self-Practice Imitation Learning from Weak Policy.

[BibT_eX]

[DOI]

Qing Da

Proceedings of the Partially Supervised Learning - Second IAPR International Workshop, 2013

B-Planner: Night bus route planning using large-scale taxi GPS traces.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Speedup Matrix Completion with Side Information: Application to Multi-Label Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Selective Ensemble of Classifier Chains.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Exploiting Label Relationship in Multi-Label Learning.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract.

[BibT_eX]

[DOI]

Xin Yao

Proceedings of the IJCAI 2013, 2013

Multi-Instance Multi-Label Learning with Weak Label.

[BibT_eX]

[DOI]

Shu-Jun Yang

Proceedings of the IJCAI 2013, 2013

Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA.

[BibT_eX]

[DOI]

Cam-Tu Nguyen

Proceedings of the IJCAI 2013, 2013

Uniform Convergence, Stability and Learnability for Ranking Problems.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

One-Pass AUC Optimization.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

Learning Imbalanced Multi-class Data with Optimal Dichotomy Weights.

[BibT_eX]

[DOI]

Qian-Qian Li

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Active Query Driven by Uncertainty and Diversity for Incremental Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Co-Training with Insufficient Views.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2013

Multi-Label Learning with PRO Loss.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

New Semi-Supervised Classification Method Based on Modified Cluster Assumption.

[BibT_eX]

[DOI]

Yunyun Wang

IEEE Trans. Neural Networks Learn. Syst., 2012

Isolation-Based Anomaly Detection.

[BibT_eX]

[DOI]

Fei Tony Liu

ACM Trans. Knowl. Discov. Data, 2012

Introduction to the Special Section on Distance Metric Learning in Intelligent Systems.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Non-Parametric Kernel Learning with robust pairwise constraints.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2012

Introduction to the special issue on learning from multi-label data.

[BibT_eX]

[DOI]

Grigorios Tsoumakas

Mach. Learn., 2012

Key Instance Detection in Multi-Instance Learning.

[BibT_eX]

[DOI]

Guoqing Liu

Proceedings of the 4th Asian Conference on Machine Learning, 2012

Examining spectral space of complex networks with positive and negative links.

[BibT_eX]

[DOI]

Int. J. Soc. Netw. Min., 2012

On the consistency of AUC Optimization

[BibT_eX]

[DOI]

CoRR, 2012

Learning Sparse Representations for Fruit-Fly Gene Expression Pattern Image Annotation and Retrieval.

[BibT_eX]

[DOI]

BMC Bioinform., 2012

Sample-based software defect prediction with active and semi-supervised learning.

[BibT_eX]

[DOI]

Autom. Softw. Eng., 2012

Multi-instance multi-label learning.

[BibT_eX]

[DOI]

Artif. Intell., 2012

On the approximation ability of evolutionary optimization with application to minimum set cover.

[BibT_eX]

[DOI]

Xin Yao

Artif. Intell., 2012

On Algorithm-Dependent Boundary Case Identification for Problem Classes.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Diversity Regularized Ensemble Pruning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Building Decision Trees for the Multi-class Imbalance Problem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Semi-supervised multi-instance multi-label learning for video annotation task.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Multi-label hypothesis reuse.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Resource allocation for heterogeneous multiuser OFDM-based cognitive radio networks with imperfect spectrum sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Exploitation of label relationship in multi-label learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Unsupervised metric fusion by cross diffusion.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Disagreement-Based Multi-system Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

Towards Discovering What Patterns Trigger What Labels.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Multi-Label Learning by Exploiting Label Correlations Locally.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

CoTrade: Confident Co-Training With Data Editing.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Face Image Modeling by Multilinear Subspace Analysis With Missing Values.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Quantitative Analysis of Nonlinear Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Spectral Clustering on Multiple Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

When Does Cotraining Work in Real Data?

[BibT_eX]

[DOI]

Jun Du

Charles X. Ling

IEEE Trans. Knowl. Data Eng., 2011

A conversation with Professor Zhi-Hua Zhou.

[BibT_eX]

[DOI]

SIGKDD Explor., 2011

Special edition on semi-supervised learning for visual content analysis and understanding.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2011

Software Defect Detection with Rocus.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2011

Fast Power Allocation Algorithm for Cognitive Radio Networks.

[BibT_eX]

[DOI]

Shaowei Wang

Fangjiang Huang

IEEE Commun. Lett., 2011

Towards Analyzing Crossover Operators in Evolutionary Search via General Markov Chain Switching Theorem

[BibT_eX]

[DOI]

CoRR, 2011

Unlabeled Data and Multiple Views.

[BibT_eX]

[DOI]

Proceedings of the Partially Supervised Learning - First IAPR TC3 Workshop, 2011

Spectral Analysis of k-Balanced Signed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Towards Cost-Sensitive Learning for Real-World Applications.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Applied Data Mining, 2011

Ensemble multi-instance multi-label learning approach for video annotation task.

[BibT_eX]

[DOI]

Xin-Shun Xu

Xiangyang Xue

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Ensemble approach based on conditional random field for multi-label image and video annotation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decision for Artificial Intelligence, 2011

Diversity Regularized Machine.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Line Orthogonality in Adjacency Eigenspace with Application to Community Partition.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Local and Structural Consistency for Multi-Manifold Clustering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

A Taxi Driving Fraud Detection System.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

iBAT: detecting anomalous taxi trajectories from GPS traces.

[BibT_eX]

[DOI]

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Collisions are helpful for computing unique input-output sequences.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Localized K-Flats.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Generalized low-rank approximations of matrices revisited.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

Multi-View Video Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Multilabel dimensionality reduction via dependence maximization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2010

Cost-Sensitive Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Understanding bag-of-words model: a statistical framework.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2010

Semi-supervised learning by disagreement.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

A framework for modeling positive class expansion with single snapshot.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

Preface.

[BibT_eX]

[DOI]

Hang Li

J. Comput. Sci. Technol., 2010

Editorial.

[BibT_eX]

[DOI]

Tu Bao Ho

Hiroshi Motoda

Intell. Data Anal., 2010

Social Learning.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2010

Efficiently Learning Nonlinear Classifiers for Domain Specific Performance Measures

[BibT_eX]

[DOI]

Ivor W. Tsang

CoRR, 2010

Evolutionary Algorithms as Guaranteed Approximation Optimizers

[BibT_eX]

[DOI]

Xin Yao

CoRR, 2010

The kth, Median and Average Margin Bounds for AdaBoost

[BibT_eX]

[DOI]

CoRR, 2010

S4VM: Safe Semi-Supervised Support Vector Machine

[BibT_eX]

[DOI]

CoRR, 2010

On Multi-Class Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Comput. Intell., 2010

Exploiting remote learners in Internet environment with agents.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2010

Corrigendum to "Ensembling neural networks: Many could be better than all" [Artificial Intelligence 137 (1-2) (2002) 239-263].

[BibT_eX]

[DOI]

Artif. Intell., 2010

Multi-manifold Clustering.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Towards Analyzing Recombination Operators in Evolutionary Search.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

On Detecting Clustered Anomalies Using SCiForest.

[BibT_eX]

[DOI]

Fei Tony Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Multi-View Active Learning in the Non-Realizable Case.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Multi-information Ensemble Diversity.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Learning with cost intervals.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

A New Analysis of Co-Training.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Top-Eye: top-k evolving trajectory outlier detection.

[BibT_eX]

[DOI]

Yong Ge

Hui Xiong

Hasan Timucin Ozdemir

Jannite Yu

Kuo Chu Lee

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Approximation Stability and Boosting.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 21st International Conference, 2010

Multi-Label Learning with Weak Label.

[BibT_eX]

[DOI]

Yu-Yin Sun

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Multi-Instance Dimensionality Reduction.

[BibT_eX]

[DOI]

Yu-Yin Sun

Michael K. Ng

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Cost-Sensitive Semi-Supervised Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Facial Age Estimation by Learning from Label Distributions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Boosting.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, 2009

Exploratory Undersampling for Class-Imbalance Learning.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2009

Image Retargeting Using Mesh Parametrization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2009

Distributional Features for Text Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Face recognition under occlusions and variant expressions with partial similarity.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2009

Mining extremely small data sets with application to software reuse.

[BibT_eX]

[DOI]

Softw. Pract. Exp., 2009

Editorial: special issue on selected papers of PAKDD 2007.

[BibT_eX]

[DOI]

Hang Li

Qiang Yang

Knowl. Inf. Syst., 2009

Tighter and Convex Maximum Margin Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Semi-supervised document retrieval.

[BibT_eX]

[DOI]

Hang Li

Inf. Process. Manag., 2009

Preface.

[BibT_eX]

[DOI]

Tu Bao Ho

Hiroshi Motoda

Int. J. Softw. Informatics, 2009

Classifier Ensemble with Unlabeled Data

[BibT_eX]

[DOI]

CoRR, 2009

A bag-of-words approach for Drosophila gene expression pattern annotation.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

Multi-instance clustering with applications to multi-instance prediction.

[BibT_eX]

[DOI]

Appl. Intell., 2009

A Convex Method for Locating Regions of Interest with Multi-instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Budget Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

When does Co-training Work in Real Data?.

[BibT_eX]

[DOI]

Charles X. Ling

Jun Du

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

When Semi-supervised Learning Meets Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Selective Ensemble under Regularization Framework.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Drosophila gene expression pattern annotation using sparse features and term-term interactions.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Non-Metric Label Propagation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Exploiting Multi-Modal Interactions: A Unified Framework.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Multi-instance learning by treating instances as non-I.I.D. samples.

[BibT_eX]

[DOI]

Yu-Yin Sun

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Learning instance specific distances using metric propagation.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Semi-supervised learning using label mean.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Least Square Incremental Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Li-Ping Liu

Proceedings of the ICDM 2009, 2009

Semi-naive Exploitation of One-Dependence Estimators.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Enhanced Pictorial Structures for precise eye localization under incontrolled conditions.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Learning a distance metric from multi-instance multi-label data.

[BibT_eX]

[DOI]

Shijun Wang

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A Framework for Machine Learning with Ambiguous Objects.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics, International Conference, BI 2009, 2009

2008

Improving Web search using image snippets.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2008

Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Constraint Score: A new filter method for feature selection with pairwise constraints.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Correction to "Automatic Age Estimation Based on Facial Aging Patterns".

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Top 10 algorithms in data mining.

[BibT_eX]

[DOI]

Geoffrey J. McLachlan

Knowl. Inf. Syst., 2008

Spectrum of Variable-Random Trees.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2008

MIML: A Framework for Learning with Ambiguous Objects

[BibT_eX]

[DOI]

CoRR, 2008

A new approach to estimating the expected first hitting time of evolutionary algorithms.

[BibT_eX]

[DOI]

Artif. Intell., 2008

Mining Bulletin Board Systems Using Community Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Facial age estimation by nonlinear aging pattern subspace.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

On multi-view active learning and the combination with semi-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

TEFE: A Time-Efficient Approach to Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Isolation Forest.

[BibT_eX]

[DOI]

Fei Tony Liu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Semi-supervised Learning by Disagreement.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

On the Margin Explanation of Boosting Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference on Learning Theory, 2008

On the usefulness of infeasible solutions in evolutionary search: A theoretical study.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Multi-Label Dimensionality Reduction via Dependence Maximization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Constraint Projections for Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Improve Computer-Aided Diagnosis With Machine Learning Techniques Using Undiagnosed Samples.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2007

Semisupervised Regression with Cotraining-Style Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

ML-KNN: A lazy learning approach to multi-label learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Automatic Age Estimation Based on Facial Aging Patterns.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Solving multi-instance problems with classifier ensemble based on constructive clustering.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

Predicting Future Customers via Ensembling Gradually Expanded Trees.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2007

Entropy-Inspired Competitive Clustering Algorithms.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2007

Guest Editorial to the Special Issue on Advances of Artificial Intelligence and Knowledge Engineering in China.

[BibT_eX]

[DOI]

Ruqian Lu

Comput. J., 2007

Semi-Supervised Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Applications of Data Mining in E-Business Finance: Introduction.

[BibT_eX]

[DOI]

Proceedings of the Applications of Data Mining in E-Business and Finance, 2007

Exploiting Image Contents in Web Search.

[BibT_eX]

[DOI]

Hong-Bin Dai

Proceedings of the IJCAI 2007, 2007

On the relation between multi-instance learning and semi-supervised learning.

[BibT_eX]

[DOI]

Jun-Ming Xu

Proceedings of the Machine Learning, 2007

Cocktail Ensemble for Regression.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Analyzing Co-training Style Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2007, 2007

Structure Learning of Probabilistic Relational Models from Incomplete Relational Data.

[BibT_eX]

[DOI]

Xiao-Lin Li

Proceedings of the Machine Learning: ECML 2007, 2007

Single Image Subspace for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Mining Ambiguous Data with Multi-instance Multi-label Representation.

[BibT_eX]

[DOI]

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

Semi-Supervised Learning with Very Few Labeled Training Examples.

[BibT_eX]

[DOI]

Qiang Yang

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Multi-Label Learning by Instance Differentiation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Enhancing relevance feedback in image retrieval using unlabeled data.

[BibT_eX]

[DOI]

Ke-Jia Chen

Hong-Bin Dai

ACM Trans. Inf. Syst., 2006

Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Multi-Label Neural Networks with Applications to Functional Genomics and Text Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Diagonal principal component analysis for face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Learning the kernel parameters in kernel minimum distance classifier.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Face recognition from a single image per person: A survey.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Adapting RBF Neural Networks to Multi-Instance Learning.

[BibT_eX]

[DOI]

Neural Process. Lett., 2006

Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval.

[BibT_eX]

[DOI]

Arif Ghafoor

Michael S. Lew

Multim. Syst., 2006

Clusterer ensemble.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2006

Multi-Instance Learning from Supervised View.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2006

Image Region Selection and Ensemble for Face Recognition.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2006

Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

Learning with Unlabeled Data and Its Application to Image Retrieval.

[BibT_eX]

[DOI]

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

Non-negative Matrix Factorization on Kernels.

[BibT_eX]

[DOI]

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

Uncontrolled Face Recognition by Individual Stable Neural Network.

[BibT_eX]

[DOI]

Honghua Dai

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

Neighbor Line-Based Locally Linear Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Generation of Comprehensible Hypotheses from Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the Data Mining for Biomedical Applications, PAKDD 2006 Workshop, 2006

Multi-Instance Multi-Label Learning with Application to Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Learning from facial aging patterns for automatic age estimation.

[BibT_eX]

[DOI]

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

Ensemble-Based Discriminant Manifold Learning for Face Recognition.

[BibT_eX]

[DOI]

Junping Zhang

Li He

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Query-Sensitive Similarity Measure for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Hong-Bin Dai

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Exploratory Under-Sampling for Class-Imbalance Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Improve Web Search Using Image Snippets.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Ensembling local learners ThroughMultimodal perturbation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2005

Supervised nonlinear dimensionality reduction for visualization and classification.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2005

Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft k-NN ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2005

Tri-Training: Exploiting Unlabeled Data Using Three Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2005

Adapt Bagging to Nearest Neighbor Classifiers.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2005

(2D)2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2005

A unified SWSI-KAMs framework and performance evaluation on face recognition.

[BibT_eX]

[DOI]

Lei Chen

Neurocomputing, 2005

Multi-Instance Learning Based Web Mining.

[BibT_eX]

[DOI]

Kai Jiang

Appl. Intell., 2005

A new face recognition method based on SVD perturbation for single example image per person.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2005

Dependency Bagging.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2005

Feature Selection for High Dimensional Face Image Using Self-organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

SETRED: Self-training with Editing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Spiculated Lesion Detection in Digital Mammogram Based on Artificial Neural Network Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Semi-Supervised Regression with Co-Training.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

An Intelligent Medical Image Understanding Method Using Two-Tier Neural Network Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2005

A k-nearest neighbor based algorithm for multi-label classification.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Locating Regions of Interest in CBIR with Multi-instance Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition.

[BibT_eX]

[DOI]

Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004

NeC4.5: Neural Ensemble Based C4.5.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Enhanced (PC)2 A for face recognition with one training image per person

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2004

Projection functions for eye detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2004

Making FLDA applicable to face recognition with one sample per person.

[BibT_eX]

[DOI]

Jun Liu

Pattern Recognit., 2004

Improve Multi-Instance Neural Networks through Feature Selection.

[BibT_eX]

[DOI]

Neural Process. Lett., 2004

SOM Ensemble-Based Image Segmentation.

[BibT_eX]

[DOI]

Neural Process. Lett., 2004

Rule Extraction: Using Neural Networks or for Neural Networks?

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2004

Artificial intelligence in medicine in China.

[BibT_eX]

[DOI]

Ruqian Lu

Artif. Intell. Medicine, 2004

Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning.

[BibT_eX]

[DOI]

Junping Zhang

Li He

Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004

Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition.

[BibT_eX]

[DOI]

Junping Zhang

Huanxing Shen

Proceedings of the Advances in Biometric Person Authentication, 2004

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

[BibT_eX]

[DOI]

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

Ensembling MML Causal Discovery.

[BibT_eX]

[DOI]

Honghua Dai

Gang Li

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

Fuzzy-Kernel Learning Vector Quantization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

Robust Face Recognition from a Single Training Image per Person with Kernel-Based SOM-Face.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

Progressive Principal Component Analysis.

[BibT_eX]

[DOI]

Jun Liu

Proceedings of the Advances in Neural Networks, 2004

Editing Training Data for kNN Classifiers with Neural Network Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

Ensembles of Multi-Instance Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing II, 2004

Exploiting Unlabeled Data in Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Ke-Jia Chen

Proceedings of the Machine Learning: ECML 2004, 2004

Meta-game Equilibrium for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003

Medical diagnosis with C4.5 rule preceded by artificial neural network ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2003

Efficient face candidates selector for face detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

Evolving Fault-Tolerant Neural Networks.

[BibT_eX]

[DOI]

Shifu Chen

Neural Comput. Appl., 2003

Virtual Creatures Controlled by Developmental and Evolutionary CPM Neural Networks.

[BibT_eX]

[DOI]

Xue-Hua Shen

Intell. Autom. Soft Comput., 2003

Extracting symbolic rules from trained neural network ensembles.

[BibT_eX]

[DOI]

Shifu Chen

AI Commun., 2003

Three perspectives of data mining.

[BibT_eX]

[DOI]

Artif. Intell., 2003

Selective Ensemble of Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2003

SOM Based Image Segmentation.

[BibT_eX]

[DOI]

Kejia Chen

Proceedings of the Rough Sets, 2003

A Novel Bag Generator for Image Database Retrieval With Multi-Instance Learning Techniques.

[BibT_eX]

[DOI]

Ke-Jia Chen

Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Ensembles of Multi-instance Learners.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2003, 2003

2002

Face recognition with one training image per person.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2002

Hybrid decision tree.

[BibT_eX]

[DOI]

Zhaoqian Chen

Knowl. Based Syst., 2002

Lung cancer cell identification based on artificial neural network ensembles.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2002

Artificial Neural Networks in Biomedicine - Paulo J.G. Lisboa, Emmanuel C. Ifeachor and Piotr S. Szczepaniak (Eds.), Springer-Verlag, London, 2000, ISBN 1-85233-005-8.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2002

Ensembling neural networks: Many could be better than all.

[BibT_eX]

[DOI]