Smoothness Prior Approach to Explore the Mean Structure in Large Time Series Data. - Genshiro Kitagawa; Tomoyuki Higuchi; Fumiyo N. Kondo (Discovery Science, 1999)

Detection of the Structure of Particle Velocity Distribution by Finite Mixture Distribution Model. - Genta Ueno; Shinobu Machida; Nagatomo Nakamura; Tomoyuki Higuchi; Tohru Araki (Discovery Science, 1999)

Automatic and Accurate Determination of the Onset Time of the Quasi-periodic Oscillation. - Tomoyuki Higuchi (Discovery Science, 2000)

Automatic Transaction of Signal via Statistical Modeling. - Genshiro Kitagawa; Tomoyuki Higuchi (New Gener. Comput., 2000)

Self-Organizing Time Series Model. - Tomoyuki Higuchi (Sequential Monte Carlo Methods in Practice, 2001)

Separation of Photoelectrons via Multivariate Maxwellian Mixture Model. - Genta Ueno; Nagatomo Nakamura; Tomoyuki Higuchi (Discovery Science, 2001)

Maneuvering Target Tracking by using Particle Filter Method with Model Switching Structure. - Norikazu Ikoma; Tomoyuki Higuchi; Hiroshi Maeda (COMPSTAT, 2002)

Computational Methods for Time Series Analysis. - Genshiro Kitagawa; Tomoyuki Higuchi; Seisho Sato (COMPSTAT, 2002)

Automatic Detection of Geomagnetic Jerks by Applying a Statistical Time Series Model to Geomagnetic Monthly Means. - Hiromichi Nagao; Tomoyuki Higuchi; Toshihiko Iyemori; Tohru Araki (Progress in Discovery Science, 2002)

Application of Multivariate Maxwellian Mixture Model to Plasma Velocity Distribution. - Genta Ueno; Nagatomo Nakamura; Tomoyuki Higuchi; Takashi Tsuchiya; Shinobu Machida; Tohru Araki (Progress in Discovery Science, 2002)

Java bytecode as a typed term calculus. - Tomoyuki Higuchi; Atsushi Ohori (PPDP, 2002)

Smoothness prior approach to explore mean structure in large-scale time series. - Genshiro Kitagawa; Tomoyuki Higuchi; Fumiyo N. Kondo (Theor. Comput. Sci., 2003)

Residual Bootstrapping and Median Filtering for Robust Estimation of Gene Networks from Microarray Data. - Seiya Imoto; Tomoyuki Higuchi; SunYong Kim; Euna Jeong; Satoru Miyano (CMSB, 2004)

A Mixed Factors Model for Dimension Reduction and Extraction of a Group Structure in Gene Expression Data. - Ryo Yoshida; Tomoyuki Higuchi; Seiya Imoto (CSB, 2004)

Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks. - Seiya Imoto; Tomoyuki Higuchi; Takao Goto; Kousuke Tashiro; Satoru Kuhara; Satoru Miyano (J. Bioinform. Comput. Biol., 2004)

Adjustment of nonuniform sampling locations in spatial data sets. - Masako Kamiyama; Tomoyuki Higuchi (IEEE Signal Process. Mag., 2004)

Estimating Time-Dependent Gene Networks from Time Series Microarray Data by Dynamic Linear Models with Markov Switching. - Ryo Yoshida; Seiya Imoto; Tomoyuki Higuchi (CSB, 2005)

Estimating Gene Networks with cDNA Microarray Data Using State-Space Models. - Rui Yamaguchi; Satoru Yamashita; Tomoyuki Higuchi (ICCSA (3), 2005)

A Penalized Likelihood Estimation on Transcriptional Module-Based Clustering. - Ryo Yoshida; Seiya Imoto; Tomoyuki Higuchi (ICCSA (3), 2005)

Online Detection and Classification of Disasters by a Multiple-input/single-output Sensor for a Home Security System. - Tsukasa Ishigaki; Tomoyuki Higuchi; Kiyoshi Watanabe (IJCNN, 2006)

ArrayCluster: an analytic tool for clustering, data visualization and module finder on gene expression profiles. - Ryo Yoshida; Tomoyuki Higuchi; Seiya Imoto; Satoru Miyano (Bioinform., 2006)

State-space approach with the maximum likelihood principle to identify the system generating time-course gene expression data of yeast. - Rui Yamaguchi; Tomoyuki Higuchi (Int. J. Data Min. Bioinform., 2006)

Sequential Data Assimilation: Information Fusion of a Numerical Simulation and Large Scale Observation Data. - Kazuyuki Nakamura; Tomoyuki Higuchi; Naoki Hirose (J. Univers. Comput. Sci., 2006)

Adjustment of sampling locations in rail-geometry datasets: Using dynamic programming and nonlinear filtering. - Masako Kamiyama; Tomoyuki Higuchi (Syst. Comput. Jpn., 2006)

DIGDAG, a First Algorithm to Mine Closed Frequent Embedded Sub-DAGs. - Alexandre Termier; Yoshinori Tamada; Kazuyuki Numata; Seiya Imoto; Takashi Washio; Tomoyuki Higuchi (MLG, 2007)

Finding module-based gene networks with state-space models - Mining high-dimensional and short time-course gene expression data. - Rui Yamaguchi; Ryo Yoshida; Seiya Imoto; Tomoyuki Higuchi; Satoru Miyano (IEEE Signal Process. Mag., 2007)

A static type system for JVM access control. - Tomoyuki Higuchi; Atsushi Ohori (ACM Trans. Program. Lang. Syst., 2007)

Analyzing Time Course Gene Expression Data with Biological and Technical Replicates to Estimate Gene Networks by State Space Models. - Osamu Hirose; Ryo Yoshida; Rui Yamaguchi; Seiya Imoto; Tomoyuki Higuchi; Satoru Miyano (Asia International Conference on Modelling and Simulation, 2008)

Parameter identification of a pressure regulator with a nonlinear structure using a particle filter based on the nonlinear state space model. - Tsukasa Ishigaki; Tomoyuki Higuchi (FUSION, 2008)

Dynamic spectrum classification by divergence-based kernel machines and its application to the detection of worn-out banknotes. - Tsukasa Ishigaki; Tomoyuki Higuchi (ICASSP, 2008)

Statistical inference of transcriptional module-based gene networks from time course gene expression profiles by using state space models. - Osamu Hirose; Ryo Yoshida; Seiya Imoto; Rui Yamaguchi; Tomoyuki Higuchi; Stephen D. Charnock-Jones; Cristin G. Print; Satoru Miyano (Bioinform., 2008)

Bayesian learning of biological pathways on genomic data assimilation. - Ryo Yoshida; Masao Nagasaki; Rui Yamaguchi; Seiya Imoto; Satoru Miyano; Tomoyuki Higuchi (Bioinform., 2008)

Parameter Estimation of In Silico Biological Pathways with Particle Filtering Towards a Petascale Computing. - Kazuyuki Nakamura; Ryo Yoshida; Masao Nagasaki; Satoru Miyano; Tomoyuki Higuchi (Pacific Symposium on Biocomputing, 2009)

Estimation of a Long-Term Variation of a Magnetic-Storm Index Using the Merging Particle Filter. - Shin'ya Nakano; Tomoyuki Higuchi (IEICE Trans. Inf. Syst., 2009)

Dynamic spectrum classification by kernel classifiers with divergence-based kernels and its applications to acoustic signals. - Tsukasa Ishigaki; Tomoyuki Higuchi (Int. J. Knowl. Eng. Soft Data Paradigms, 2009)

Implementation of Sequential Importance Sampling in GPGPU. - Keisuke Hayashi; Masaya M. Saito; Ryo Yoshida; Tomoyuki Higuchi (FUSION, 2010)

Web application for time-series analysis based on particle filter available on cloud computing system. - Hiromichi Nagao; Tomoyuki Higuchi (FUSION, 2010)

A dynamic grouping strategy for implementation of the particle filter on a massively parallel computer. - Shin'ya Nakano; Tomoyuki Higuchi (FUSION, 2010)

Bayesian experts in exploring reaction kinetics of transcription circuits. - Ryo Yoshida; Masaya M. Saito; Hiromichi Nagao; Tomoyuki Higuchi (Bioinform., 2010)

A new particle filter for high-dimensional state-space models based on intensive and extensive proposal distribution. - Viet Phuong Nguyen; Takashi Washio; Tomoyuki Higuchi (Int. J. Knowl. Eng. Soft Data Paradigms, 2010)

A Multivariable Detection Device Based on a Capacitive Microphone and Its Application to Security. - Kiyoshi Watanabe; Tsukasa Ishigaki; Tomoyuki Higuchi (IEEE Trans. Instrum. Meas., 2010)

Modeling Human Behavior Selection under Environmental Subsidy Policy by Multi-agent Simulation. - Tomoko Imoto; Shin'ya Nakano; Tomoyuki Higuchi (AAMAS Workshops, 2011)

Parallel Agent-Based Simulator for Influenza Pandemic. - Masaya M. Saito; Seiya Imoto; Rui Yamaguchi; Satoru Miyano; Tomoyuki Higuchi (AAMAS Workshops, 2011)

Embedding reality in a numerical simulation with data assimilation. - Tomoyuki Higuchi (FUSION, 2011)

Fault parameter estimation with data assimilation on infrasound variations due to big earthquakes. - Hiromichi Nagao; Naoki Kobayashi; Shin'ya Nakano; Tomoyuki Higuchi (FUSION, 2011)

Estimation of macroscopic parameter in agent-based pandemic simulation. - Masaya M. Saito; Seiya Imoto; Rui Yamaguchi; Satoru Miyano; Tomoyuki Higuchi (FUSION, 2011)

Data assimilation of the earth's atmospheric and ionospheric oscillations excited by large earthquakes. - Hiromichi Nagao; Tomoyuki Higuchi (FUSION, 2012)

Weight adjustment of the particle filter on distributed computing systems. - Shin'ya Nakano; Tomoyuki Higuchi (FUSION, 2012)

Identifiability of local transmissibility parameters in agent-based pandemic simulation. - Masaya M. Saito; Seiya Imoto; Rui Yamaguchi; Satoru Miyano; Tomoyuki Higuchi (FUSION, 2012)

Data assimilation system for seismoacoustic waves. - Hiromichi Nagao; Tomoyuki Higuchi (FUSION, 2013)

Estimation of abrupt changes in sentinel observation data of influenza epidemics in Japan. - Masaya M. Saito; Seiya Imoto; Rui Yamaguchi; Satoru Miyano; Tomoyuki Higuchi (FUSION, 2013)

Time-Series Modeling of Tide Gauge Records for Monitoring of the Crustal Activities Related to Oceanic Trench Earthquakes Around Japan. - Hiromichi Nagao; Tomoyuki Higuchi; Satoshi Miura; Daisuke Inazu (Comput. J., 2013)

Parameter estimation in multi-compartment SIR model. - Masaya M. Saito; Seiya Imoto; Rui Yamaguchi; Satoru Miyano; Tomoyuki Higuchi (FUSION, 2014)

Atom Environment Kernels on Molecules. - Hiroshi Yamashita; Tomoyuki Higuchi; Ryo Yoshida (J. Chem. Inf. Model., 2014)

Road condition classification using a new global alignment kernel. - Takato Goto; Yasushi Hanatsuka; Tomoyuki Higuchi; Tomoko Matsui (MLSP, 2015)

Particle filter for real-time human mobility prediction following unprecedented disaster. - Akihito Sudo; Takehiro Kashiyama; Takahiro Yabe; Hiroshi Kanasugi; Xuan Song 001; Tomoyuki Higuchi; Shin'ya Nakano; Masaya M. Saito; Yoshihide Sekimoto (SIGSPATIAL/GIS, 2016)

Data-Driven Road Condition Forecasting with High Spatial Resolution: Utilizing Tire-Centric Road Condition Monitoring Technology. - Teppei Mori; Tomonori Ohiro; Yasushi Hanatsuka; Tomoyuki Higuchi (ITSC, 2020)

Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter. - Tsuyoshi Ishizone; Tomoyuki Higuchi; Kazuyuki Nakamura (CoRR, 2020)

An Online System of Detecting Anomalies and Estimating Cycle Times for Production Lines. - Tsuyoshi Ishizone; Tomoyuki Higuchi; Kosuke Okusa; Kazuyuki Nakamura (IECON, 2022)

Occupancy Detection for General Households by Bidirectional LSTM with Attention. - Hisashi Oshima; Tsuyoshi Ishizone; Kazuyuki Nakamura; Tomoyuki Higuchi (IECON, 2022)

Two stages domain invariant representation learners solve the large co-variate shift in unsupervised domain adaptation with two dimensional data domains. - Hisashi Oshima; Tsuyoshi Ishizone; Tomoyuki Higuchi (CoRR, 2024)