Feature Selection for Vowel Recognition Based on Surface Electromyography Derived with Multichannel Electrode Grid. - Takatomi Kubo; Masaki Yoshida; Takumu Hattori; Kazushi Ikeda (IScIDE, 2011)

A comparative study of time series modeling for driving behavior towards prediction. - Ryunosuke Hamada; Takatomi Kubo; Kazushi Ikeda; Zujie Zhang; Takashi Bando; Masumi Egawa (APSIPA, 2013)

Visual fixation patterns of artists and novices in abstract painting observations. - Naoko Koide; Takatomi Kubo; Tomohiro Shibata; Kazushi Ikeda (APSIPA, 2013)

Shift invariant feature extraction for sEMG-based speech recognition with electrode grid. - Takatomi Kubo; Masaki Yoshida; Takumu Hattori; Kazushi Ikeda (EMBC, 2013)

Applying Bayesian nonparametrics to non-homogeneous driving operation data towards prediction. - Ryunosuke Hamada; Takatomi Kubo; Kazushi Ikeda; Zujie Zhang; Tomohiro Shibata; Takashi Bando; Masumi Egawa (EUSIPCO, 2013)

Towards prediction of driving behavior via basic pattern discovery with BP-AR-HMM. - Ryunosuke Hamada; Takatomi Kubo; Kazushi Ikeda; Zujie Zhang; Tomohiro Shibata; Takashi Bando; Masumi Egawa (ICASSP, 2013)

Prediction of driving behaviors in intersections based on a supervised dimension reduction considering locality. - Takatomi Kubo; Ryunosuke Hamada; Zujie Zhang; Kazushi Ikeda; Takashi Bando; Kentarou Hitomi; Masumi Egawa (ITSC, 2014)

Birdsong analysis using beta process hidden Markov model. - Ryunosuke Hamada; Takatomi Kubo; Kentaro Katahira; Kenta Suzuki; Kazuo Okanoya; Kazushi Ikeda (MLSP, 2014)

Towards excluding redundancy in electrode grid for automatic speech recognition based on surface EMG. - Takatomi Kubo; Masaki Yoshida; Takumu Hattori; Kazushi Ikeda (Neurocomputing, 2014)

Effective napping support system by hypnagogic time estimation based on heart rate sensor. - Daichi Nagata; Yutaka Arakawa; Takatomi Kubo; Keiichi Yasumoto (AH, 2015)

Information Theoretical Analysis of Deep Learning Representations. - Yasutaka Furusho; Takatomi Kubo; Kazushi Ikeda (ICONIP (1), 2015)

Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data. - Takuya Konishi; Takatomi Kubo; Kazuho Watanabe; Kazushi Ikeda (IEEE Trans. Neural Networks Learn. Syst., 2015)

Canine emotional states assessment with heart rate variability. - Eri Nakahara; Yuki Maruno; Takatomi Kubo; Rina Ouchi; Maki Katayama; Koichi Fujiwara; Miho Nagasawa; Takefumi Kikusui; Kazushi Ikeda (APSIPA, 2016)

Steering behavior model of drivers on driving simulator through visual information. - Tomohito Suzaki; Takatomi Kubo; Toshihiro Hiraoka; Yuto Nakagawa; Tetsuya Terada; Toru Yoshioka; Kazushi Ikeda (APSIPA, 2016)

Modeling and Prediction of Driving Behaviors Using a Nonparametric Bayesian Method With AR Models. - Ryunosuke Hamada; Takatomi Kubo; Kazushi Ikeda; Zujie Zhang; Tomohiro Shibata; Takashi Bando; Kentarou Hitomi; Masumi Egawa (IEEE Trans. Intell. Veh., 2016)

Real-time emotional state estimation system for Canines based on heart rate variability. - Ryunosuke Hamada; Kazunori Ohno; Satoko Matsubara; Tatsuya Hoshi; Miho Nagasawa; Takefumi Kikusui; Takatomi Kubo; Eri Nakahara; Kazushi Ikeda; Shumpei Yamaguchi; Toshitaka Yamakawa; Satoshi Tadokoro (CBS, 2017)

Application of SsVGMM to medical data - classification with novelty detection. - Fan Yang 032; Jaymar Soriano; Takatomi Kubo; Kazushi Ikeda (EMBC, 2017)

A Hierarchical Mixture Density Network. - Fan Yang 032; Jaymar Soriano; Takatomi Kubo; Kazushi Ikeda (ICONIP (4), 2017)

Roles of pre-training in deep neural networks from information theoretical perspective. - Yasutaka Furusho; Takatomi Kubo; Kazushi Ikeda (Neurocomputing, 2017)

Differential temperature sensitivity of synaptic and firing processes in a neural mass model of epileptic discharges explains heterogeneous response of experimental epilepsy to focal brain cooling. - Jaymar Soriano; Takatomi Kubo; Takao Inoue; Hiroyuki Kida; Toshitaka Yamakawa; Michiyasu Suzuki; Kazushi Ikeda (PLoS Comput. Biol., 2017)

Anomaly Detection of Roads from Driving Data Using a Statistical Discrepancy Measure. - Kazushi Ikeda; Takatomi Kubo; Hiroaki Sasaki; Masataka Mori; Kentarou Hitomi; Kazuhito Takenaka; Kenji Muto (ITSC, 2018)

Towards Generation of Visual Attention Map for Source Code. - Takeshi D. Itoh; Takatomi Kubo; Kiyoka Ikeda; Yuki Maruno; Yoshiharu Ikutani; Hideaki Hata; Kenichi Matsumoto; Kazushi Ikeda (APSIPA, 2019)

Interaction Analysis in Hunting Behavior of Finless Porpoises. - Mikiko Konda; Takatomi Kubo; Naruki Morimura; Kazushi Ikeda (APSIPA, 2019)

Toward imitating visual attention of experts in software development tasks. - Yoshiharu Ikutani; Nishanth Koganti; Hideaki Hata; Takatomi Kubo; Kenichi Matsumoto (EMIP@ICSE, 2019)

Cyber-Enhanced Rescue Canine. - Kazunori Ohno; Ryunosuke Hamada; Tatsuya Hoshi; Hiroyuki Nishinoma; Shumpei Yamaguchi; Solvi Arnold; Kimitoshi Yamazaki; Takefumi Kikusui; Satoko Matsubara; Miho Nagasawa; Takatomi Kubo; Eri Nakahara; et al. (Disaster Robotics, 2019)

Discovery of Event-Related Potentials during a Cognitive Process of Comparison Operation. - Keisuke Murai; Hidetake Uwano; Yoshiharu Ikutani; Takatomi Kubo (APSIPA, 2020)

Feasibility of focal brain cooling for partial epilepsy with secondary generalization: A computational study*. - Jaymar Soriano; Takatomi Kubo; Kazushi Ikeda (EMBC, 2020)

Evaluating Mental State of Drivers in Automated Driving Using Heart Rate Variability towards Feasible Request-to-Intervene. - Felan Carlo C. Garcia; Takatomi Kubo; Chao-Ling Chang; Masafumi Hisada; Takashi Bando; Midori Kato; Masataka Mori; Kazuhito Takenaka; Toshitaka Yamakawa; Koichi Fujiwara; Kazushi Ikeda (SMC, 2020)

Extraction of Hierarchical Behavior Patterns Using a Non-parametric Bayesian Approach. - Jeric Briones; Takatomi Kubo; Kazushi Ikeda (Frontiers Comput. Sci., 2020)

Preliminary Study Using Autoencoder for Early Detection of Heat Illness from Heart Rate Variability Obtained with Wearable Device. - Nao Inatsu; Aoi Noguchi; Koshi Ota; Koichi Fujiwara; Takatomi Kubo; Toshitaka Yamakawa (APSIPA ASC, 2021)

Evaluation of the Effect of Transfer Learning to Multi-Instance Detection of Monkeys. - Riza Rae Pineda; Takatomi Kubo; Masaki Shimada; Kazushi Ikeda (APSIPA ASC, 2021)

Compositionality-Aware Graph2Seq Learning. - Takeshi D. Itoh; Takatomi Kubo; Kazushi Ikeda (CoRR, 2022)

Multi-level attention pooling for graph neural networks: Unifying graph representations with multiple localities. - Takeshi D. Itoh; Takatomi Kubo; Kazushi Ikeda (Neural Networks, 2022)

Electrocardiogram Measurement and Emotion Estimation of Working Dogs. - Kazunori Ohno; Kotaro Sato; Ryunosuke Hamada; Takatomi Kubo; Kazushi Ikeda; Miho Nagasawa; Takefumi Kikusui; Sandeep Kumar Nayak; Shotaro Kojima; Satoshi Tadokoro (IEEE Robotics Autom. Lett., 2022)

Will you use software development support using biosignals? A survey from software developers. - Ryo Soga; Hideyuki Kanuka; Takatomi Kubo; Takashi Ishio; Kenichi Matsumoto (SEKE, 2023)

Deep MAnTra: deep learning-based multi-animal tracking for Japanese macaques. - Riza Rae Pineda; Takatomi Kubo; Masaki Shimada; Kazushi Ikeda (Artif. Life Robotics, 2023)

Learning to mimic programmers gaze behavior for program comprehension improvement. - Jeanne Barthélemy; Takatomi Kubo; Takeshi D. Itoh; Kiyoka Ikeda; Kazushi Ikeda (Artif. Life Robotics, 2023)

Negative emotion recognition using multimodal physiological signals for advanced driver assistance systems. - Chie Hieida; Tomoaki Yamamoto; Takatomi Kubo; Junichiro Yoshimoto; Kazushi Ikeda (Artif. Life Robotics, 2023)

Heat illness detection with heart rate variability analysis and anomaly detection algorithm. - Koichi Fujiwara; Koshi Ota; Shota Saeda; Toshitaka Yamakawa; Takatomi Kubo; Aozora Yamamoto; Yuki Maruno; Manabu Kano (Biomed. Signal Process. Control., 2024)

Emotional studies in dogs and cats and their estimation techniques: an engineering perspective. - Hikari Koyasu; Nanako Miyai; Takatomi Kubo; Saho Takagi; Yurina Wada; Yuki Maruno; Miho Nagasawa; Kazunori Ohno (Adv. Robotics, 2024)

Development of deep multi-animal tracking for domestic cats toward future application to social behavior analysis. - Nina Nakajima; Hikari Koyasu; Yuki Maruno; Miho Nagasawa; Takefumi Kikusui; Takatomi Kubo (Adv. Robotics, 2024)

Special Issue on Advanced Technologies for Augmenting Canine-Human Communication. - Kazunori Ohno; Miho Nagasawa; Takatomi Kubo; Koichi Fujiwara; Toshitaka Yamakawa; Miiamaaria V. Kujala (Adv. Robotics, 2024)

Variance control for black box variational inference using the James-Stein estimator. - Dominic B. Dayta; Takatomi Kubo; Kazushi Ikeda (Artif. Life Robotics, 2025)