Ke Chen

According to our database1, Ke Chen authored at least 88 papers between 1990 and 2020.

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Bibliography

2020
Multi-label zero-shot human action recognition via joint latent ranking embedding.
Neural Networks, 2020

A Framework for End-to-End Learning on Semantic Tree-Structured Data.
CoRR, 2020

Feature Importance Ranking for Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Towards Further Understanding of Sparse Filtering via Information Bottleneck.
CoRR, 2019

Learning-Based Video Game Development in MLP@UoM: An Overview.
CoRR, 2019

Transferable Positive/negative Speech Emotion Recognition via Class-wise Adversarial Domain Adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Learning Constructive Primitives for Real-Time Dynamic Difficulty Adjustment in Super Mario Bros.
IEEE Trans. Games, 2018

Towards understanding sparse filtering: A theoretical perspective.
Neural Networks, 2018

Deploying learning materials to game content for serious education game development: A case study.
Entertain. Comput., 2018

A computational cognitive framework of spatial memory in brains and robots.
Cogn. Syst. Res., 2018

Learning to Play General Video-Games via an Object Embedding Network.
Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

2017
Learning Contextualized Music Semantics from Tags Via a Siamese Neural Network.
ACM Trans. Intell. Syst. Technol., 2017

Rapid Skill Capture in a First-Person Shooter.
IEEE Trans. Comput. Intell. AI Games, 2017

Zero-Shot Visual Recognition via Bidirectional Latent Embedding.
Int. J. Comput. Vis., 2017

Multi-Label Zero-Shot Human Action Recognition via Joint Latent Embedding.
CoRR, 2017

Alternative Semantic Representations for Zero-Shot Human Action Recognition.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016
Learning contextualized semantics from co-occurring terms via a Siamese architecture.
Neural Networks, 2016

TDAS: a touch dynamics based multi-factor authentication solution for mobile devices.
Int. J. Pervasive Comput. Commun., 2016

On Covariate Shift Adaptation via Sparse Filtering.
CoRR, 2016

Multi-Label Zero-Shot Learning via Concept Embedding.
CoRR, 2016

A survey on touch dynamics authentication in mobile devices.
Comput. Secur., 2016

Exploring a Mixed Representation for Encoding Temporal Coherence.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Online level generation in Super Mario Bros via learning constructive primitives.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

2015
Deep and Modular Neural Networks.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Learning-Based Procedural Content Generation.
IEEE Trans. Comput. Intell. AI Games, 2015

Computational cognitive models of spatial memory in navigation space: A review.
Neural Networks, 2015

Learning Constructive Primitives for Online Level Generation and Real-time Content Adaptation in Super Mario Bros.
CoRR, 2015

Learning Contextualized Music Semantics from Tags via a Siamese Network.
CoRR, 2015

Recognizing Your Touch: Towards Strengthening Mobile Device Authentication via Touch Dynamics Integration.
Proceedings of the 13th International Conference on Advances in Mobile Computing and Multimedia, 2015

2013
Predicting skill from gameplay input to a first-person shooter.
Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

2011
Time Series Clustering Via RPCL Network Ensemble With Different Representations.
IEEE Trans. Syst. Man Cybern. Part C, 2011

Learning Speaker-Specific Characteristics With a Deep Neural Architecture.
IEEE Trans. Neural Networks, 2011

Temporal Data Clustering via Weighted Clustering Ensemble with Different Representations.
IEEE Trans. Knowl. Data Eng., 2011

Semi-Supervised Learning via Regularized Boosting Working on Multiple Semi-Supervised Assumptions.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Extracting Speaker-Specific Information with a Regularized Siamese Deep Network.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Emotional state recognition from speech via soft-competition on different acoustic representations.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Exploring speaker-specific characteristics with deep learning.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
Exploring Language-Independent Emotional Acoustic Features via Feature Selection
CoRR, 2010

Emotional State Categorization from Speech: Machine vs. Human
CoRR, 2010

Unsupervised learning via iteratively constructed clustering ensemble.
Proceedings of the International Joint Conference on Neural Networks, 2010

2008
Erratum to "Adaptive Smoothing via Contextual and Local Discontinuities".
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Towards automatic emotional state categorization from speech signals.
Proceedings of the INTERSPEECH 2008, 2008

2007
Combining Competitive Learning Networks of Various Representations for Sequential Data Clustering.
Proceedings of the Trends in Neural Computation, 2007

Regularized Boost for Semi-Supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Ensemble Learning with Active Data Selection for Semi-Supervised Pattern Classification.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
An Ensemble of Competitive Learning Networks with Different Representations for Temporal Data Clustering.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
On the use of different speech representations for speaker modeling.
IEEE Trans. Syst. Man Cybern. Part C, 2005

Adaptive Smoothing via Contextual and Local Discontinuities.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Boosting Input/Output Hidden Markov Models for Sequence Classification.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004
Personalized News Reading via Hybrid Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Speaker Modeling with Various Speech Representations.
Proceedings of the Biometric Authentication, First International Conference, 2004

2003
Towards better making a decision in speaker verification.
Pattern Recognit., 2003

Universal Background Models for Real-time Speaker Change Detection.
Proceedings of the 9th International Conference on Multi-Media Modeling, 2003

UBM-based incremental speaker adaptation.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

UBM-based real-time speaker segmentation for broadcasting news.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Capture interspeaker information with a neural network for speaker identification.
IEEE Trans. Neural Networks, 2002

On the use of nearest feature line for speaker identification.
Pattern Recognit. Lett., 2002

A dynamically coupled neural oscillator network for image segmentation.
Neural Networks, 2002

Mandarin verbal information verification.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Perceiving geometric patterns: from spirals to inside-outside relations.
IEEE Trans. Neural Networks, 2001

Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence [Book Review].
IEEE Trans. Neural Networks, 2001

Extraction of hydrographic regions from remote sensing images using an oscillator network with weight adaptation.
IEEE Trans. Geosci. Remote. Sens., 2001

ISIS: a learning system with combined interaction and delegation dialogs.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Weight adaptation and oscillatory correlation for image segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2000

Optimal fusion of diverse feature sets for speaker identification: an alternative method.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

ISIS: A multilingual spoken dialog system developed with CORBA and KQML agents.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Pruning abnormal data for better making a decision in speaker verification.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Capture Inter-Speaker Information with a Neural Network for Speaker Identification.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Improved learning algorithms for mixture of experts in multiclass classification.
Neural Networks, 1999

A Modular Neural Network Architecture for Pattern Classification Based on Different Feature Sets.
Int. J. Neural Syst., 1999

Image segmentation based on a dynamically coupled neural oscillator network.
Proceedings of the International Joint Conference Neural Networks, 1999

On use of different feature sets for pattern classification: an alternative method.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
A connectionist method for pattern classification with diverse features.
Pattern Recognit. Lett., 1998

A method of combining multiple probabilistic classifiers through soft competition on different feature sets.
Neurocomputing, 1998

Perceiving without Learning: From Spirals to Inside/Outside Relations.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997
Correction to "A Modified HME Architecture for Text-Dependent Speaker Identification".
IEEE Trans. Neural Networks, 1997

Combining Linear Discriminant Functions with Neural Networks for Supervised Learning.
Neural Comput. Appl., 1997

Methods of Combining Multiple Classifiers with Different Features and Their Applications to Text-Independent Speaker Identification.
Int. J. Pattern Recognit. Artif. Intell., 1997

A self-generating modular neural network architecture for supervised learning.
Neurocomputing, 1997

A modified mixtures of experts architecture for classification with diverse features.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
A modified HME architecture for text-dependent speaker identification.
IEEE Trans. Neural Networks, 1996

Text-Dependent Speaker Identification Based on Input/Output HMMs: An Empirical Study.
Neural Process. Lett., 1996

Speed up training of the recurrent neural network based on constrained optimization techniques.
J. Comput. Sci. Technol., 1996

Speaker identification using Time-delay Hmes.
Int. J. Neural Syst., 1996

Combine multiple time-delay HMEs for speaker identification.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
A parallel voting scheme for aspect recovery.
J. Comput. Sci. Technol., 1995

Speaker identification based on the time-delay hierarchical mixture of experts.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1990
A Model-Directed Image Understanding System for Computer Vision.
Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990


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