Tomoyuki Higuchi

发表

Smoothness prior approach to explore mean structure in large-scale time series

Genshiro Kitagawa, Tomoyuki Higuchi, Fumiyo N. Kondo, 2003, Theor. Comput. Sci..

Parallel agent-based simulator for influenza pandemic

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2011, AAMAS'11.

A static type system for JVM access control

Tomoyuki Higuchi, Atsushi Ohori, A. Ohori, 2003, TOPL.

Estimating time-dependent gene networks from time series microarray data by dynamic linear models with Markov switching

Tomoyuki Higuchi, Seiya Imoto, Ryo Yoshida, 2005, 2005 IEEE Computational Systems Bioinformatics Conference (CSB'05).

Data assimilation of the earth's atmospheric and ionospheric oscillations excited by large earthquakes

Tomoyuki Higuchi, Hiromichi Nagao, T. Higuchi, 2012, 2012 15th International Conference on Information Fusion.

Adjustment of sampling locations in rail-geometry datasets: Using dynamic programming and nonlinear filtering

Tomoyuki Higuchi, Masako Kamiyama, 2006, Systems and Computers in Japan.

Estimation of macroscopic parameter in agent-based pandemic simulation

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2011, 14th International Conference on Information Fusion.

Estimation of a Long-Term Variation of a Magnetic-Storm Index Using the Merging Particle Filter

Tomoyuki Higuchi, Shin'ya Nakano, 2009, IEICE Trans. Inf. Syst..

Automatic Detection of Geomagnetic Jerks by Applying a Statistical Time Series Model to Geomagnetic Monthly Means

Tomoyuki Higuchi, Toshihiko Iyemori, Hiromichi Nagao, 2002, Progress in Discovery Science.

Estimating Gene Networks with cDNA Microarray Data Using State-Space Models

Tomoyuki Higuchi, Rui Yamaguchi, Satoru Yamashita, 2005, ICCSA.

Embedding reality in a numerical simulation with data assimilation

Tomoyuki Higuchi, T. Higuchi, 2011, 14th International Conference on Information Fusion.

Data scientist: a key factor in innovation driven by big data

Tomoyuki Higuchi, 2013 .

Parameter Estimation of In Silico Biological Pathways with Particle Filtering Towards a Petascale Computing

Masao Nagasaki, Satoru Miyano, Tomoyuki Higuchi, 2009, Pacific Symposium on Biocomputing.

Detection of the Structure of Particle Velocity Distribution by Finite Mixture Distribution Model

Tomoyuki Higuchi, Tohru Araki, Nagatomo Nakamura, 1999, Discovery Science.

Road condition classification using a new global alignment kernel

Tomoyuki Higuchi, Tomoko Matsui, Yasushi Hanatsuka, 2015, 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP).

A mixed factors model for dimension reduction and extraction of a group structure in gene expression data

Tomoyuki Higuchi, Seiya Imoto, Ryo Yoshida, 2004, Proceedings. 2004 IEEE Computational Systems Bioinformatics Conference, 2004. CSB 2004..

Automatic and Accurate Determination of the Onset Time of the Quasi-periodic Oscillation

Tomoyuki Higuchi, 2000, Discovery Science.

Parameter estimation in multi-compartment SIR model

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2014, 17th International Conference on Information Fusion (FUSION).

Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks

Satoru Miyano, Tomoyuki Higuchi, Satoru Kuhara, 2004, J. Bioinform. Comput. Biol..

Statistical inference of transcriptional module-based gene networks from time course gene expression profiles by using state space models

Satoru Miyano, Tomoyuki Higuchi, Rui Yamaguchi, 2008, Bioinform..

Parameter identification of a pressure regulator with a nonlinear structure using a particle filter based on the nonlinear state space model

Tomoyuki Higuchi, Tsukasa Ishigaki, T. Higuchi, 2008, 2008 11th International Conference on Information Fusion.

Analyzing Time Course Gene Expression Data with Biological and Technical Replicates to Estimate Gene Networks by State Space Models

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

Maneuvering target tracking by using particle filter

Norikazu Ikoma, Tomoyuki Higuchi, Hiroshi Maeda, 2001, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569).

Java bytecode as a typed term calculus

Tomoyuki Higuchi, Atsushi Ohori, 2002, PPDP '02.

Bayesian learning of biological pathways on genomic data assimilation

Masao Nagasaki, Satoru Miyano, Tomoyuki Higuchi, 2008, Bioinform..

Processing of Time Series Data Obtained by Satellites

Tomoyuki Higuchi, 1999 .

A static type system for JVM access control

Tomoyuki Higuchi, Atsushi Ohori, 2007, ACM Trans. Program. Lang. Syst..

A Penalized Likelihood Estimation on Transcriptional Module-Based Clustering

Tomoyuki Higuchi, Seiya Imoto, Ryo Yoshida, 2005, ICCSA.

Smoothness Prior Approach to Explore the Mean Structure in Large Time Series Data

Genshiro Kitagawa, Tomoyuki Higuchi, Fumiyo N. Kondo, 1999, Discovery Science.

Residual Bootstrapping and Median Filtering for Robust Estimation of Gene Networks from Microarray Data

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2004, CMSB.

Automatic Construction of Generative Model by Deep Learning for Earth and Space Sciences

Tomoyuki Higuchi, 2018 .

Online Detection and Classification of Disasters by a Multiple-input/single-output Sensor for a Home Security System

Tomoyuki Higuchi, Kiyoshi Watanabe, Tsukasa Ishigaki, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Separation of Photoelectrons via Multivariate Maxwellian Mixture Model

Tomoyuki Higuchi, Nagatomo Nakamura, Genta Ueno, 2001, Discovery Science.

Dynamic spectrum classification by divergence-based kernel machines and its application to the detection of worn-out banknotes

Tomoyuki Higuchi, Tsukasa Ishigaki, T. Higuchi, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Automatic transaction of signal via statistical modeling

Genshiro Kitagawa, Tomoyuki Higuchi, G. Kitagawa, 1998, New Generation Computing.

Dynamic spectrum classification by kernel classifiers with divergence-based kernels and its applications to acoustic signals

Tomoyuki Higuchi, Tsukasa Ishigaki, T. Higuchi, 2009, Int. J. Knowl. Eng. Soft Data Paradigms.

Estimation of abrupt changes in sentinel observation data of influenza epidemics in Japan

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2013, Proceedings of the 16th International Conference on Information Fusion.

Automatic Transaction of Signal via Statistical Modeling

Genshiro Kitagawa, Tomoyuki Higuchi, 1998, Discovery Science.

Combining microarrays and biological knowledge for estimating gene networks via Bayesian networks

Satoru Miyano, Tomoyuki Higuchi, Satoru Kuhara, 2003, Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003.

Vision and Contributions of Statistical Science for Promoting Robotics

Tomoyuki Higuchi, 2015 .

DIGDAG, a First Algorithm to Mine Closed Frequent Embedded Sub-DAGs

Alexandre Termier, Takashi Washio, Tomoyuki Higuchi, 2007, MLG.

200-vertex on-chip clique-finding VLSI processor for real-time 3-D object recognition

Takahiro Hanyu, Tomoyuki Higuchi, T. Kodama, 1992, Proceedings of the 1992 International Conference on Industrial Electronics, Control, Instrumentation, and Automation.

Fault parameter estimation with data assimilation on infrasound variations due to big earthquakes

Tomoyuki Higuchi, Hiromichi Nagao, Shin'ya Nakano, 2011, 14th International Conference on Information Fusion.

High Accuracy Spectrum Classification with Kernel Method

Tomoyuki Higuchi, Tsukasa Ishigaki, 2012 .

A Multivariable Detection Device Based on a Capacitive Microphone and Its Application to Security

Tomoyuki Higuchi, Kiyoshi Watanabe, Tsukasa Ishigaki, 2010, IEEE Transactions on Instrumentation and Measurement.

Implementation of Sequential Importance Sampling in GPGPU

Tomoyuki Higuchi, Masaya M. Saito, Keisuke Hayashi, 2010, 2010 13th International Conference on Information Fusion.

Bayesian experts in exploring reaction kinetics of transcription circuits

Tomoyuki Higuchi, Masaya M. Saito, Hiromichi Nagao, 2010, Bioinform..

Data assimilation system for seismoacoustic waves

Tomoyuki Higuchi, Hiromichi Nagao, T. Higuchi, 2013, Proceedings of the 16th International Conference on Information Fusion.

Maneuvering Target Tracking by using Particle Filter Method with Model Switching Structure

Norikazu Ikoma, Tomoyuki Higuchi, Hiroshi Maeda, 2002, COMPSTAT.

Brief Introduction to Big Data and Analytics

Tomoyuki Higuchi, 2015 .

A dynamic grouping strategy for implementation of the particle filter on a massively parallel computer

Tomoyuki Higuchi, Shin'ya Nakano, T. Higuchi, 2010, 2010 13th International Conference on Information Fusion.

Discovery Science

Tomoyuki Higuchi, 2013, Lecture Notes in Computer Science.

Time-Series Modeling of Tide Gauge Records for Monitoring of the Crustal Activities Related to Oceanic Trench Earthquakes Around Japan

Tomoyuki Higuchi, Satoshi Miura, Hiromichi Nagao, 2013, Comput. J..

Sequential Data Assimilation: Information Fusion of a Numerical Simulation and Large Scale Observation Data

Tomoyuki Higuchi, Kazuyuki Nakamura, Naoki Hirose, 2006, J. Univers. Comput. Sci..

Application of multivariate Maxwellian mixture model to plasma velocity distribution function

Takashi Tsuchiya, Tomoyuki Higuchi, Tohru Araki, 2001, Discovery Science.

Application of Particle Filter to Identification of Tsunami Simulation Model

Tomoyuki Higuchi, Naoki Hirose, Kazuyuki Nakamura, 2006 .

A static type system for JVM access control

Tomoyuki Higuchi, Atsushi Ohori, 2003, ACM SIGPLAN Notices.

Particle filter for real-time human mobility prediction following unprecedented disaster

Xuan Song, Yoshihide Sekimoto, Tomoyuki Higuchi, 2016, SIGSPATIAL/GIS.

Finding Gene Networks with

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2007 .

A new particle filter for high-dimensional state-space models based on intensive and extensive proposal distribution

Takashi Washio, Tomoyuki Higuchi, Viet Phuong Nguyen, 2010, Int. J. Knowl. Eng. Soft Data Paradigms.

Identifiability of local transmissibility parameters in agent-based pandemic simulation

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2012, 2012 15th International Conference on Information Fusion.

Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter pdf

Tomoyuki Higuchi, Kazuyuki Nakamura, Tsuyoshi Ishizone, 2020, ArXiv.

Web application for time-series analysis based on particle filter available on cloud computing system

Tomoyuki Higuchi, Hiromichi Nagao, 2010, 2010 13th International Conference on Information Fusion.

State-space approach with the maximum likelihood principle to identify the system generating time-course gene expression data of yeast

Tomoyuki Higuchi, Rui Yamaguchi, T. Higuchi, 2006, Int. J. Data Min. Bioinform..

Weight adjustment of the particle filter on distributed computing systems

Tomoyuki Higuchi, Shin'ya Nakano, T. Higuchi, 2012, 2012 15th International Conference on Information Fusion.

Atom Environment Kernels on Molecules

Tomoyuki Higuchi, Hiroshi Yamashita, Ryo Yoshida, 2014, J. Chem. Inf. Model..

ArrayCluster: an analytic tool for clustering, data visualization and module finder on gene expression profiles

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2006, Bioinform..

Visualization technology for machines to understand Bigdata: Automatic selection of feature vectors and barbarization of data analysis methods

Tomoyuki Higuchi, 2018 .

Modeling human behavior selection under environmental subsidy policy by multi-agent simulation

Tomoyuki Higuchi, Shin'ya Nakano, Tomoko Imoto, 2011, AAMAS'11.

The Birth of Statistical Mathematics and its Expanding World

Tomoyuki Higuchi, 2014 .

Fault detection of a vibration mechanism by spectrum classification with a divergence-based kernel

Tomoyuki Higuchi, Tsukasa Ishigaki, Kajiro Watanabe, 2010 .

Maximum likelihood estimation of error covariances in ensemble‐based filters and its application to a coupled atmosphere–ocean model

Tomoyuki Higuchi, Takashi Kagimoto, Genta Ueno, 2010 .

Separation of Spin Synchronized Signals Using a Bayesian Approach

Tomoyuki Higuchi, T. Higuchi, 1994 .

The bootstrap method in space physics : error estimation for the minimum variance analysis

Hideaki Kawano, Tomoyuki Higuchi, T. Higuchi, 1995 .

Shape recognition using piezoelectric thin films

Akio Yamamoto, Tomoyuki Higuchi, T. Kato, 2003, IEEE International Conference on Industrial Technology, 2003.

Error tolerant model for incorporating biological knowledge with expression data in estimating gene networks

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2006 .

Geodetic inversion for space–time distribution of fault slip with time-varying smoothing regularization

Tomoyuki Higuchi, Teruyuki Kato, T. Higuchi, 2008 .

Modeling and estimation of dynamic EGFR pathway by data assimilation approach using time series proteomic data.

Masao Nagasaki, Satoru Miyano, Tomoyuki Higuchi, 2006, Genome informatics. International Conference on Genome Informatics.

A High-Resolution Shape Fitting and Simulation Demonstrated Equatorial Cell Surface Softening during Cytokinesis and Its Promotive Role in Cytokinesis

Tomoyuki Higuchi, Hiroshi Koyama, Tamiki Umeda, 2012, PloS one.

Missing Region Modeling and the Multivariate Normal Mixture Model

Tomoyuki Higuchi, Sadanori Konishi, Nagatomo Nakamura, 2005 .

Automatic identification of large‐scale field‐aligned current structures

Tomoyuki Higuchi, Shinichi Ohtani, 2000 .

Clustering samples characterized by time course gene expression profiles using the mixture of state space models.

Satoru Miyano, Tomoyuki Higuchi, Seiya Imoto, 2007, Genome informatics. International Conference on Genome Informatics.

Frequency domain characteristics of linear operator to decompose a time series into the multi-components

Tomoyuki Higuchi, T. Higuchi, 1991 .

A method for estimating the ring current structure and the electric potential distribution using energetic neutral atom data assimilation

Tomoyuki Higuchi, Yusuke Ebihara, Shin'ya Nakano, 2008 .

Onset time determination of precursory events in time series data by an extension of Singular Spectrum Transformation

Tomoyuki Higuchi, Kiyohumi Yumoto, Teiji Uozumi, 2011 .

On the mean oxygen isotope composition of the Solar System

Tomoyuki Higuchi, Qing-Zhu Yin, Frank A. Podosek, 2007 .

Annual and semiannual variations of the location and intensity of large‐scale field‐aligned currents

Hideaki Kawano, Tomoyuki Higuchi, Genta Ueno, 2005 .

Predicting differences in gene regulatory systems by state space models.

Masao Nagasaki, Satoru Miyano, Teppei Shimamura, 2008, Genome informatics. International Conference on Genome Informatics.

91 FADS AND FALLACIES IN THE NAME OF SMALL-SAMPLE MICROARRAY CLASSIFICATION

Rabab K. Ward, Petar M. Djuric, Sergios Theodoridis, 2007 .

Application of the ensemble Kalman filter and smoother to a coupled atmosphere-ocean model

Tomoyuki Higuchi, Takashi Kagimoto, Genta Ueno, 2007 .

State space modeling approach to decompose daily sales of a restaurant into time-dependent multi-factors

Tomoyuki Higuchi, Eiko Tsuchiya, T. Higuchi, 2004 .

Prediction of ocean state by data assimilation with the ensemble Kalman filter

Tomoyuki Higuchi, Takashi Kagimoto, Genta Ueno, 2006 .

Epidermal Growth Factor Receptor Tyrosine Kinase Defines Critical Prognostic Genes of Stage I Lung Adenocarcinoma

Masao Nagasaki, Satoru Miyano, Teppei Shimamura, 2012, PloS one.

Particle Filtering in Data Assimilation and Its Application to Estimation of Boundary Condition of Tsunami Simulation Model

Tomoyuki Higuchi, Byung Ho Choi, Naoki Hirose, 2009 .