Early detection of cognitive impairment in the elderly based on Bayesian mining using speech prosody and cerebral blood flow activation. - Shohei Kato; Hidetoshi Endo; Akira Homma; Takuto Sakuma; Keita Watanabe (EMBC, 2013)

Toward Personalized Cognitive Training for Elderly with Mild Cognitive Impairment: Cerebral Blood Flow Activation during Verbally-Based Cognitive Activities. - Shohei Kato; Hidetoshi Endo; Risako Nagata; Takuto Sakuma; Keita Watanabe (SMC, 2013)

Early Detection of Mild Cognitive Impairment and Mild Alzheimer's Disease in Elderly using CBF Activation during Verbally-based Cognitive Tests. - Shohei Kato; Hidetoshi Endo; Risako Nagata; Takuto Sakuma; Keita Watanabe (HEALTHINF, 2014)

Detection of mild Alzheimer's disease and mild cognitive impairment from elderly speech: Binary discrimination using logistic regression. - Shohei Kato; Akira Homma; Takuto Sakuma; Munehiro Nakamura (EMBC, 2015)

Finding Discriminative Animal Behaviors from Sequential Bio-Logging Trajectory Data. - Takuto Sakuma; Kazuya Nishi; Shuhei J. Yamazaki; Koutarou D. Kimura; Sakiko Matsumoto; Ken Yoda; Ichiro Takeuchi (HCI (22), 2018)

Statistically Discriminative Sub-trajectory Mining with Multiple Testing Correction. - Vo Nguyen Le Duy; Takuto Sakuma; Taiju Ishiyama; Hiroki Toda; Kazuya Arai; Masayuki Karasuyama; Yuta Okubo; Masayuki Sunaga; Yasuo Tabei; Ichiro Takeuchi (SIGSPATIAL/GIS, 2019)

Comparative Sequential Pattern Mining of Human Trajectory Data Collected from a Campus-wide BLE Beacon System. - Shinsuke Kajioka; Takuto Sakuma; Ichiro Takeuchi (PerCom Workshops, 2019)

Efficient learning algorithm for sparse subsequence pattern-based classification and applications to comparative animal trajectory data analysis. - Takuto Sakuma; Kazuya Nishi; Kaoru Kishimoto; Kazuya Nakagawa; Masayuki Karasuyama; Yuta Umezu; Shinsuke Kajioka; Shuhei J. Yamazaki; Koutarou D. Kimura; Sakiko Matsumoto; Ken Yoda; Matasaburo Fukutomi; et al. (Adv. Robotics, 2019)

Statistically Discriminative Sub-trajectory Mining. - Vo Nguyen Le Duy; Takuto Sakuma; Taiju Ishiyama; Hiroki Toda; Kazuya Nishi; Masayuki Karasuyama; Yuta Okubo; Masayuki Sunaga; Yasuo Tabei; Ichiro Takeuchi (CoRR, 2019)

Easy Detection of Rare Dementia Based on Speech Analysis. - Shunya Hanai; Shohei Kato; Koichi Sakaguchi; Takuto Sakuma; Reiko Ohdake; Michihito Masuda; Hirohisa Watanabe (GCCE, 2020)

Emotional Space by Combining Recognition and Unification Tasks Using Multimodal DNN. - Seiichi Harata; Takuto Sakuma; Shohei Kato (GCCE, 2020)

Correlation Analysis Between Tennis Swing Features and Tennis Skillfulness Using Six-Axis Sensor. - Shuto Ohshima; Shohei Kato; Takuto Sakuma (GCCE, 2020)

Policy Transfer from Simulation to Real World for Autonomous Control of an Omni Wheel Robot. - Yuto Ushida; Hafiyanda Razan; Takuto Sakuma; Shohei Kato (GCCE, 2020)

Toward Mathematical Representation of Emotion: A Deep Multitask Learning Method Based On Multimodal Recognition. - Seiichi Harata; Takuto Sakuma; Shohei Kato (ICMI Companion, 2020)

SUGO-MIMI: A Waggle Ear-Type Device Linked to Eyebrows. - Shoko Kimura; Ayaka Fujii; Seiichi Harata; Takuto Sakuma; Shohei Kato (ACII (Workshops and Demos), 2021)

Emotion Recognition with Domain Adaptation Based on Few-shot EEG Learning. - Shoya Furukawa; Takuto Sakuma; Shohei Kato (GCCE, 2021)

Reinforcement Learning that Emerges Teamwork in Heterogeneous Multi-Agent Environments. - Yuki Hyodo; Takuto Sakuma; Shohei Kato (GCCE, 2021)

Acquisition of Lip-Sync Expressions Using Transfer Learning for Text-to-Speech Emotional Expression Agents. - Shintaro Kondo; Seiichi Harata; Takuto Sakuma; Shohei Kato (GCCE, 2021)

Omnidirectional Mobile Robot Path Finding Using Deep Deterministic Policy Gradient for Real Robot Control. - Yuto Ushida; Hafiyanda Razan; Takuto Sakuma; Shohei Kato (GCCE, 2021)

Initialization Effects for PSO Based Storage Assignment Optimization. - Minami Watanabe; Koya Ihara; Shohei Kato; Takuto Sakuma (GCCE, 2021)

Speech-Based Dementia Classification for FTLD Diagnosis Support. - Shunya Hanai; Shohei Kato; Koichi Sakaguchi; Takuto Sakuma; Reiko Ohdake; Michihito Masuda; Hirohisa Watanabe (LifeTech, 2021)

Dementia Screening Based on SVM Using Qualitative Drawing Error of Clock Drawing Test. - Akira Masuo; Yuki Ito; Tsukasa Kanaiwa; Kosuke Naito; Takuto Sakuma; Shohei Kato (EMBC, 2022)

Emotion Recognition Model With Class-wise Domain Adaptation Based on Few-Shot EEG Learning. - Shoya Furukawa; Takuto Sakuma; Shohei Kato (GCCE, 2022)

Abstracting Teammate With Multi-Agent DDPG Using Dual Encoders. - Yuki Hyodo; Takuto Sakuma; Shohei Kato (GCCE, 2022)

LiDAR-Based Safe and Realistic Path Planning in Partially Observable Environments. - Shunta Ishizuya; Takuto Sakuma; Shohei Kato (GCCE, 2022)

Plant Disease Detection with Generative Adversarial Networks for Assisting Extension Workers. - Yoshihisa Kamohara; Takuto Sakuma; Shohei Kato (GCCE, 2022)

Facial Expressions Generating Model Reflecting Agent's Emotion Response Using Facial Landmark Residual Networks. - Shintaro Kondo; Seiichi Harata; Takuto Sakuma; Shohei Kato (GCCE, 2022)

A Production Line Work Schedule Generation System Considering Rest Alternation. - Kenga Mikami; Koya Ihara; Takuto Sakuma; Shohei Kato (GCCE, 2022)

Enhancing Social Telepresence on Text Communication Using Robot Avatar that Reflects User's Chatting States. - Yasutaka Nakamura; Seiichi Harata; Takuto Sakuma; Yoshihiro Tanaka; Yoshihiko Nankaku; Shohei Kato (GCCE, 2022)

Introducing an AGV System into the Warehouse and Optimizing Product Placement for Efficient Operation. - Minami Watanabe; Koya Ihara; Shohei Kato; Takuto Sakuma (GCCE, 2022)

Audio-Visual Shared Emotion Representation for Robust Emotion Recognition on Modality Missing Using Hemi-hyperspherical Embedding and Latent Space Unification. - Seiichi Harata; Takuto Sakuma; Shohei Kato (HCI (38), 2022)

Development of a Multiagent Based Order Picking Simulator for Optimizing Operations in a Logistics Warehouse. - Takuto Sakuma; Minami Watanabe; Koya Ihara; Shohei Kato (IEA/AIE, 2022)

A Dementia Classification Based on Speech Analysis of Casual Talk During a Clinical Interview. - Shunya Hanai; Shohei Kato; Takuto Sakuma; Reiko Ohdake; Michihito Masuda; Hirohisa Watanabe (LifeTech, 2022)

Using sim-to-real transfer learning to close gaps between simulation and real environments through reinforcement learning. - Yuto Ushida; Hafiyanda Razan; Shunta Ishizuya; Takuto Sakuma; Shohei Kato (Artif. Life Robotics, 2022)

Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction. - Vo Nguyen Le Duy; Takuto Sakuma; Taiju Ishiyama; Hiroki Toda; Kazuya Arai; Masayuki Karasuyama; Yuta Okubo; Masayuki Sunaga; Hiroyuki Hanada; Yasuo Tabei; Ichiro Takeuchi (IEEE Trans. Knowl. Data Eng., 2022)

A development of a sensible dialogue agent that acquires personas from user utterances. - Kazuki Kondo; Takuto Sakuma; Shohei Kato (GCCE, 2023)

Development of a Production Line Work Scheduling System Considering Diversity of Work Assignment. - Kenga Mikami; Koya Ihara; Takuto Sakuma; Shohei Kato (GCCE, 2023)

Underbagging-Based Ensemble Learning approach to Detection of Depression from Smartphone Logs. - Kota Sakaguchi; Takuto Sakuma; Shohei Kato (GCCE, 2023)

Generating In-Shelf Product Layout in Warehouse Using MIQCPs. - Ayaka Sugiura; Takuto Sakuma; Shohei Kato; Takahiro Suzuki (GCCE, 2023)

GA-Based Order Batching Optimization Using Clustering Orders. - Takahiro Suzuki; Shohei Kato; Takuto Sakuma; Ayaka Sugiura (GCCE, 2023)

Speed-Up Method for Magic Square Generation Using Multi-Stage Evolutionary Strategy Cascaded by Satisfiable Individuals for Magic Sum. - Kazuki Takemi; Takuto Sakuma; Shohei Kato (GCCE, 2023)

Utilizing Relaxed A* and Adaptive Window Approach toward Hybrid Path Planning for Autonomous Mobile Robots. - Keita Tsuge; Takuto Sakuma; Shohei Kato (GCCE, 2023)

Hybrid EEG-NIRS BCI using Feature Extraction based on Riemannian Geometry. - Yoshiki Hirayama; Takuto Sakuma; Shohei Kato (GCCE, 2024)

Large size magic square generation using multi-stage evolutionary strategy. - Kazuki Takemi; Takuto Sakuma; Shohei Kato (ICA, 2024)

Prediction of Kellgren-Lawrence Grade of Knee Osteoarthritis by Deep Residual Networks Using MR Image with Segmented Image and Slice Position. - Daniele Manfredonia; Seiichi Harata; Takuto Sakuma; Francesco Trovò; Shohei Kato (ICAART (3), 2024)

Generating Products Placement in Warehouse Using BLPSO and MIQCPs. - Ayaka Sugiura; Takahiro Suzuki; Koya Ihara; Takuto Sakuma; Shohei Kato (ICAART (3), 2024)

A Method for Continuous Health Survey in an Elderly Community and the Relationship Between Social Capital and Health Data Collection. - Jun Takeo; Akira Masuo; Saki Nakamura; Takuto Sakuma; Yoshihiro Kawade; Tadashi Suzuki; Kohei Watanabe; Hiroyasu Akatsu; Shohei Kato (KES, 2024)