Takuto Sakuma

According to our database, Takuto Sakuma authored at least 47 papers between 2013 and 2024.

Collaborative distances:

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

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

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Generating Products Placement in Warehouse Using BLPSO and MIQCPs.

Ayaka Sugiura, Takahiro Suzuki, Koya Ihara, Takuto Sakuma, Shohei Kato

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 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

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Large size magic square generation using multi-stage evolutionary strategy.

Kazuki Takemi, Takuto Sakuma, Shohei Kato

Proceedings of the IEEE International Conference on Agents, 2024

Hybrid EEG-NIRS BCI using Feature Extraction based on Riemannian Geometry.

Yoshiki Hirayama, Takuto Sakuma, Shohei Kato

Proceedings of the 13th IEEE Global Conference on Consumer Electronics, 2024

2023

Utilizing Relaxed A* and Adaptive Window Approach toward Hybrid Path Planning for Autonomous Mobile Robots.

Keita Tsuge, Takuto Sakuma, Shohei Kato

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 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

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

GA-Based Order Batching Optimization Using Clustering Orders.

Takahiro Suzuki, Shohei Kato, Takuto Sakuma, Ayaka Sugiura

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Generating In-Shelf Product Layout in Warehouse Using MIQCPs.

Ayaka Sugiura, Takuto Sakuma, Shohei Kato, Takahiro Suzuki

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Underbagging-Based Ensemble Learning approach to Detection of Depression from Smartphone Logs.

Kota Sakaguchi, Takuto Sakuma, Shohei Kato

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Development of a Production Line Work Scheduling System Considering Diversity of Work Assignment.

Kenga Mikami, Koya Ihara, Takuto Sakuma, Shohei Kato

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

A development of a sensible dialogue agent that acquires personas from user utterances.

Kazuki Kondo, Takuto Sakuma, Shohei Kato

Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

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

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

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

Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

Development of a Multiagent Based Order Picking Simulator for Optimizing Operations in a Logistics Warehouse.

Takuto Sakuma, Minami Watanabe, Koya Ihara, Shohei Kato

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 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

Proceedings of the HCI International 2022 Posters, 2022

Introducing an AGV System into the Warehouse and Optimizing Product Placement for Efficient Operation.

Minami Watanabe, Koya Ihara, Shohei Kato, Takuto Sakuma

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 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

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

A Production Line Work Schedule Generation System Considering Rest Alternation.

Kenga Mikami, Koya Ihara, Takuto Sakuma, Shohei Kato

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Facial Expressions Generating Model Reflecting Agent's Emotion Response Using Facial Landmark Residual Networks.

Shintaro Kondo, Seiichi Harata, Takuto Sakuma, Shohei Kato

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Plant Disease Detection with Generative Adversarial Networks for Assisting Extension Workers.

Yoshihisa Kamohara, Takuto Sakuma, Shohei Kato

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

LiDAR-Based Safe and Realistic Path Planning in Partially Observable Environments.

Shunta Ishizuya, Takuto Sakuma, Shohei Kato

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Abstracting Teammate With Multi-Agent DDPG Using Dual Encoders.

Yuki Hyodo, Takuto Sakuma, Shohei Kato

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Emotion Recognition Model With Class-wise Domain Adaptation Based on Few-Shot EEG Learning.

Shoya Furukawa, Takuto Sakuma, Shohei Kato

Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Speech-Based Dementia Classification for FTLD Diagnosis Support.

Shunya Hanai, Shohei Kato, Koichi Sakaguchi, Takuto Sakuma, Reiko Ohdake, Michihito Masuda, Hirohisa Watanabe

Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

Initialization Effects for PSO Based Storage Assignment Optimization.

Minami Watanabe, Koya Ihara, Shohei Kato, Takuto Sakuma

Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Omnidirectional Mobile Robot Path Finding Using Deep Deterministic Policy Gradient for Real Robot Control.

Yuto Ushida, Hafiyanda Razan, Takuto Sakuma, Shohei Kato

Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Acquisition of Lip-Sync Expressions Using Transfer Learning for Text-to-Speech Emotional Expression Agents.

Shintaro Kondo, Seiichi Harata, Takuto Sakuma, Shohei Kato

Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Reinforcement Learning that Emerges Teamwork in Heterogeneous Multi-Agent Environments.

Yuki Hyodo, Takuto Sakuma, Shohei Kato

Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

Emotion Recognition with Domain Adaptation Based on Few-shot EEG Learning.

Shoya Furukawa, Takuto Sakuma, Shohei Kato

Proceedings of the 10th IEEE Global Conference on Consumer Electronics, 2021

SUGO-MIMI: A Waggle Ear-Type Device Linked to Eyebrows.

Shoko Kimura, Ayaka Fujii, Seiichi Harata, Takuto Sakuma, Shohei Kato

Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

Toward Mathematical Representation of Emotion: A Deep Multitask Learning Method Based On Multimodal Recognition.

Seiichi Harata, Takuto Sakuma, Shohei Kato

Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020

Policy Transfer from Simulation to Real World for Autonomous Control of an Omni Wheel Robot.

Yuto Ushida, Hafiyanda Razan, Takuto Sakuma, Shohei Kato

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

Correlation Analysis Between Tennis Swing Features and Tennis Skillfulness Using Six-Axis Sensor.

Shuto Ohshima, Shohei Kato, Takuto Sakuma

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

Emotional Space by Combining Recognition and Unification Tasks Using Multimodal DNN.

Seiichi Harata, Takuto Sakuma, Shohei Kato

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

Easy Detection of Rare Dementia Based on Speech Analysis.

Shunya Hanai, Shohei Kato, Koichi Sakaguchi, Takuto Sakuma, Reiko Ohdake, Michihito Masuda, Hirohisa Watanabe

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

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

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, Hisashi Shidara, Hiroto Ogawa, Ichiro Takeuchi

Adv. Robotics, 2019

Comparative Sequential Pattern Mining of Human Trajectory Data Collected from a Campus-wide BLE Beacon System.

Shinsuke Kajioka, Takuto Sakuma, Ichiro Takeuchi

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

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

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

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

Proceedings of the Distributed, Ambient and Pervasive Interactions: Technologies and Contexts, 2018

2015

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

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

Proceedings of the HEALTHINF 2014, 2014

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

Proceedings of the IEEE International Conference on Systems, 2013

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

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013