Takayuki Katsuki

According to our database, Takayuki Katsuki authored at least 21 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Regression with Sensor Data Containing Incomplete Observations.

Takayuki Katsuki, Takayuki Osogami

Proceedings of the International Conference on Machine Learning, 2023

2022

Hierarchical Lattice Layer for Partially Monotone Neural Networks.

Hiroki Yanagisawa, Kohei Miyaguchi, Takayuki Katsuki

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction.

Takayuki Katsuki, Kohei Miyaguchi, Akira Koseki, Toshiya Iwamori, Ryosuke Yanagiya, Atsushi Suzuki

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion.

Kohei Miyaguchi, Takayuki Katsuki, Akira Koseki, Toshiya Iwamori

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Feature Set for a Prediction Model of Diabetic Kidney Disease Progression.

Masaki Ono, Takayuki Katsuki, Masaki Makino, Kyoichi Haida, Atsushi Suzuki, Reitaro Tokumasu

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Interpretation Method for Continuous Glucose Monitoring with Subsequence Time-Series Clustering.

Masaki Ono, Takayuki Katsuki, Masaki Makino, Kyoichi Haida, Atsushi Suzuki

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Learning to Estimate Driver Drowsiness from Car Acceleration Sensors Using Weakly Labeled Data.

Takayuki Katsuki, Kun Zhao, Takayuki Yoshizumi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Risk Prediction of Diabetic Nephropathy via Interpretable Feature Extraction from EHR Using Convolutional Autoencoder.

Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Masaki Makino, Ryosuke Yanagiya, Atsushi Suzuki

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps.

Takayuki Katsuki, Takayuki Osogami, Akira Koseki, Masaki Ono, Michiharu Kudo, Masaki Makino, Atsushi Suzuki

Proceedings of the IEEE International Conference on Data Mining, 2018

Feature Extraction from Electronic Health Records of Diabetic Nephropathy Patients with Convolutioinal Autoencoder.

Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Masaki Makino, Ryosuke Yanagiya, Atsushi Suzuki

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

2017

Traffic Velocity Estimation From Vehicle Count Sequences.

Takayuki Katsuki, Tetsuro Morimura, Masato Inoue

IEEE Trans. Intell. Transp. Syst., 2017

City-Wide Traffic Flow Estimation From a Limited Number of Low-Quality Cameras.

Tsuyoshi Idé, Takayuki Katsuki, Tetsuro Morimura, Robert J. T. Morris

IEEE Trans. Intell. Transp. Syst., 2017

Consistent and Efficient Nonparametric Different-Feature Selection.

Satoshi Hara, Takayuki Katsuki, Hiroki Yanagisawa, Takafumi Ono, Ryo Okamoto, Shigeki Takeuchi

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Automated help system for novice older users from touchscreen gestures.

Daisuke Sato, Tetsuro Morimura, Takayuki Katsuki, Yosuke Toyota, Tsuneo Kato, Hironobu Takagi

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Unsupervised object counting without object recognition.

Takayuki Katsuki, Tetsuro Morimura, Tsuyoshi Idé

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Bayesian regression selecting valuable subset from mixed bag training data.

Takayuki Katsuki, Masato Inoue

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2014

Frugal signal control using low resolution web-camera and traffic flow estimation.

Kumiko Maeda, Tetsuro Morimura, Takayuki Katsuki, Masayoshi Teraguchi

Proceedings of the 2014 Winter Simulation Conference, 2014

A Hierarchical Bayesian Choice Model with Visibility.

Takayuki Osogami, Takayuki Katsuki

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Information Fusion Based Learning for Frugal Traffic State Sensing.

Vikas Joshi, Nithya Rajamani, Takayuki Katsuki, Naveen Prathapaneni, L. Venkata Subramaniam

Proceedings of the IJCAI 2013, 2013

2012

Posterior-Mean Super-Resolution With a Causal Gaussian Markov Random Field Prior.

Takayuki Katsuki, Akira Torii, Masato Inoue

IEEE Trans. Image Process., 2012

Posterior mean super-resolution with a compound Gaussian Markov random field prior.

Takayuki Katsuki, Masato Inoue

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012