Kazushi Ikeda

Mach. Learn., 2017

Roles of pre-training in deep neural networks from information theoretical perspective.

[BibT_eX]

[DOI]

Yasutaka Furusho

Takatomi Kubo

Neurocomputing, 2017

Online portfolio selection based on the posts of winners and losers in stock microblogs.

[BibT_eX]

[DOI]

Shinta Koyano

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A Hierarchical Mixture Density Network.

[BibT_eX]

[DOI]

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

A Bootstrap Method for Automatic Rule Acquisition on Emotion Cause Extraction.

[BibT_eX]

[DOI]

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

Application of SsVGMM to medical data - classification with novelty detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Crowdsourcing GO: Effect of Worker Situation on Mobile Crowdsourcing Performance.

[BibT_eX]

[DOI]

Keiichiro Hoashi

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Real-time emotional state estimation system for Canines based on heart rate variability.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2017

2016

Minimum Proper Loss Estimators for Parametric Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Modeling and Prediction of Driving Behaviors Using a Nonparametric Bayesian Method With AR Models.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., 2016

Extracting Search Query Patterns via the Pairwise Coupled Topic Model.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Distributed incremental wLPSVM learning.

[BibT_eX]

[DOI]

Abdolhossein Sarrafzadeh

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A reinforcement learning approach to the shepherding task using SARSA.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A Brief Review of Spin-Glass Applications in Unsupervised and Semi-supervised Learning.

[BibT_eX]

[DOI]

Abdolhossein Sarrafzadeh

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Analysis of effective sit-to-stand therapy using kinematic synergies.

[BibT_eX]

[DOI]

Bryan Lao

Tomoya Tamei

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

Pay It Backward: Per-Task Payments on Crowdsourcing Platforms Reduce Productivity.

[BibT_eX]

[DOI]

Michael S. Bernstein

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Steering behavior model of drivers on driving simulator through visual information.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Canine emotional states assessment with heart rate variability.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015

Variational Inference With ARD Prior for NIRS Diffuse Optical Tomography.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Bayesian Cell Force Estimation Considering Force Directions.

[BibT_eX]

[DOI]

Neural Process. Lett., 2015

An efficient sampling algorithm with adaptations for Bayesian variable selection.

[BibT_eX]

[DOI]

Takamitsu Araki

Shotaro Akaho

Neural Networks, 2015

Assigning Keywords to Automatically Extracted Personal Cliques from Social Networks.

[BibT_eX]

[DOI]

J. Inf. Process., 2015

Cloth dynamics modeling in latent spaces and its application to robotic clothing assistance.

[BibT_eX]

[DOI]

Nishanth Koganti

Jimson Gelbolingo Ngeo

Tomoya Tamei

Tomohiro Shibata

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Information Theoretical Analysis of Deep Learning Representations.

[BibT_eX]

[DOI]

Yasutaka Furusho

Takatomi Kubo

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

Location robust estimation of predictive Weibull parameters in short-term wind speed forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Modeling dynamic high-DOF finger postures from surface EMG using nonlinear synergies in latent space representation.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

In-home measurement system of user's motion and center of pressure.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014

Towards excluding redundancy in electrode grid for automatic speech recognition based on surface EMG.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Feature Based Sentiment Analysis of Tweets in Multiple Languages.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Birdsong analysis using beta process hidden Markov model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Prediction of driving behaviors in intersections based on a supervised dimension reduction considering locality.

[BibT_eX]

[DOI]

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Forecasting in wind energy applications with site-adaptive Weibull estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Adaptive Markov chain Monte Carlo for auxiliary variable method and its application to parallel tempering.

[BibT_eX]

[DOI]

Takamitsu Araki

Neural Networks, 2013

Twitter user profiling based on text and community mining for market analysis.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

Automatic Labeling of Training Data for Collecting Tweets for Ambiguous TV Program Titles.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Probability of Perfect Reconstruction of Pareto Set in Multi-Objective Optimization.

[BibT_eX]

[DOI]

Akira Hontani

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Towards prediction of driving behavior via basic pattern discovery with BP-AR-HMM.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Applying Bayesian nonparametrics to non-homogeneous driving operation data towards prediction.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Experimental comparison of classification methods for key kinase identification for neurite elongation.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Shift invariant feature extraction for sEMG-based speech recognition with electrode grid.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Visual fixation patterns of artists and novices in abstract painting observations.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

Evolutionary programming based recommendation system for online shopping.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

A comparative study of time series modeling for driving behavior towards prediction.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

Early Detection Method of Service Quality Reduction Based on Linguistic and Time Series Analysis of Twitter.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012

Statistical properties of support vector machines with forgetting factor.

[BibT_eX]

[DOI]

Neural Networks, 2012

Subsurface imaging for anti-personal mine detection by Bayesian super-resolution with a smooth-gap prior.

[BibT_eX]

[DOI]

Satoshi Kozawa

Takashi Takenouchi

Artif. Life Robotics, 2012

Convergence Properties of Perceptron Learning with Noisy Teacher.

[BibT_eX]

[DOI]

Hiroaki Hanzawa

Seiji Miyoshi

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

A statistical analysis of soft-margin support vector machines for non-separable problems.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

An Estimation of Cell Forces with Hierarchical Bayes Approach Considering Cell Morphology.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Packet loss rate estimation with active and passive measurements.

[BibT_eX]

[DOI]

Atsushi Miyamoto

Kazuho Watanabe

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

Editorial: One Year as EiC, and Editorial-Board Changes at TNN.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Divergence measures and a general framework for local variational approximation.

[BibT_eX]

[DOI]

Kazuho Watanabe

Masato Okada

Neural Networks, 2011

Exponential family tensor factorization: an online extension and applications.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

ALMware: A middleware for application layer multicast protocols.

[BibT_eX]

[DOI]

Comput. Commun., 2011

Feature Selection for Vowel Recognition Based on Surface Electromyography Derived with Multichannel Electrode Grid.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Phase diagrams of a variational Bayesian approach with ARD prior in NIRS-DOT.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

An Online Human Activity Recognizer for Mobile Phones with Accelerometer.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

An Automatic Music Transcription Based on Translation of Spectrum and Sound Path Estimation.

[BibT_eX]

[DOI]

Ryota Ikeuchi

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

Detection of Hazardous Information Based on HTML Elements.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010

Exponential Family Tensor Factorization for Missing-Values Prediction and Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Theoretical Analysis of Cross-Validation(CV)-EM Algorithm.

[BibT_eX]

[DOI]

Takashi Takenouchi

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Hazardous Document Detection Based on Dependency Relations and Thesaurus.

[BibT_eX]

[DOI]

Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010

2009

Prediction of human eye movements in facial discrimination tasks.

[BibT_eX]

[DOI]

Satoshi Nishida

Tomohiro Shibata

Artif. Life Robotics, 2009

Group feature extraction based on matrix factorization from long-range office-logging data.

[BibT_eX]

[DOI]

Artif. Life Robotics, 2009

Estimation of Driving Phase by Modeling Brake Pressure Signals.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Unsupervised Text Normalization Approach for Morphological Analysis of Blog Documents.

[BibT_eX]

[DOI]

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

Amplify-and-forward cooperative diversity schemes for multicarrier systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

D-Sense: An Integrated Environment for Algorithm Design and Protocol Implementation in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Management of Converged Multimedia Networks and Services, 2008

Information Geometry of Interspike Intervals in Spiking Neurons with Refractories.

[BibT_eX]

[DOI]

Daisuke Komazawa

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Online Multibody Factorization Based on Bayesian Principal Component Analysis of Gaussian Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Support Vector Machine with Forgetting Factor and Its Statistical Properties.

[BibT_eX]

[DOI]

Yoshihiko Nomura

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Stability Oriented Overlay Multicast for Multimedia Streaming in Multiple Source Context.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

2007

Incremental support vector machines and their geometrical analyses.

[BibT_eX]

[DOI]

Takemasa Yamasaki

Neurocomputing, 2007

A Network Analysis of Genetic Algorithms.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2007

Information Geometry and Information Theory in Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

An Apporoach to the Learning Curves of an Incremental Support Vector Machines.

[BibT_eX]

[DOI]

Takemasa Yamasaki

Yoshihiko Nomura

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006

A statistical property of multiagent learning based on Markov decision process.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

Effects of kernel function on Nu support vector machines in extreme cases.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

The asymptotic equipartition property in reinforcement learning and its relation to return maximization.

[BibT_eX]

[DOI]

Neural Networks, 2006

Geometrical Properties of Lifting-Up in the Nu Support Vector Machines.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2006

Geometric Properties of Quasi-Additive Learning Algorithms.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006

On Geometric Structure of Quasi-Additive Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

On Properties of Genetic Operators from a Network Analytical Viewpoint.

[BibT_eX]

[DOI]

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

2005

An asymptotic statistical analysis of support vector machines with soft margins.

[BibT_eX]

[DOI]

Tsutomu Aoishi

Neural Networks, 2005

Geometrical Properties of Nu Support Vector Machines with Different Norms.

[BibT_eX]

[DOI]

Noboru Murata

Neural Comput., 2005

Information Geometry of Interspike Intervals in Spiking Neurons.

[BibT_eX]

[DOI]

Neural Comput., 2005

On the Effects of Domain Size and Complexity in Empirical Distribution of Reinforcement Learning.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2005

Effects of norms on learning properties of support vector machines.

[BibT_eX]

[DOI]

Noboru Murata

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Stochastic Processes for Return Maximization in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

An Information Geometrical Analysis of Neural Spike Sequences.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004

A new criterion using information gain for action selection strategy in reinforcement learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2004

Geometry and learning curves of kernel methods with polynomial kernels.

[BibT_eX]

[DOI]

Syst. Comput. Jpn., 2004

An Asymptotic Statistical Theory of Polynomial Kernel Methods.

[BibT_eX]

[DOI]

Neural Comput., 2004

Boundedness of Input Space and Effective Dimension of Feature Space in Kernel Methods.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2004

Asymptotic equipartition property on empirical sequence in reinforcement learning.

[BibT_eX]

Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

2003

A numerically stable fast Newton-type adaptive filter based on order recursive least squares algorithm.

[BibT_eX]

[DOI]

Youhua Wang

IEEE Trans. Signal Process., 2003

Convergence analyses of stereo acoustic echo cancelers with preprocessing.

[BibT_eX]

[DOI]

Ryohei Sakamoto

IEEE Trans. Signal Process., 2003

A synfire chain in layered coincidence detectors with random synaptic delays.

[BibT_eX]

[DOI]

Neural Networks, 2003

Temporal Difference Coding in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Generalization Error Analysis for Polynomial Kernel Methods - Algebraic Geometrical Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

Convergence analysis of block orthogonal projection and affine projection algorithms.

[BibT_eX]

[DOI]

Signal Process., 2002

1999

Convergence properties of the block orthogonal projection algorithm.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Block-Size Optimization of Block Orthogonal Projection Algorithm for Linear Dichotomies.

[BibT_eX]

Seiji Miyoshi

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

A numerically stable fast Newton type adaptive filter based on order update fast least squares algorithm.

[BibT_eX]

[DOI]

Youhua Wang

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

The effects of quantization on the backpropagation learning.

[BibT_eX]

[DOI]

Akihiro Suzuki

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996

A model of dynamic associative memory.

[BibT_eX]

[DOI]

Hideki Kobori

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

The probability distribution of parameters learned with the EM algorithm.

[BibT_eX]

[DOI]

Lei Xu

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Topology analysis of data space using self-organizing feature map.

[BibT_eX]

[DOI]

Kazuhiro Minamimoto