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Keisuke SHIMA

島　圭介 Keisuke SHIMA

国際会議発表論文 International Conference

2023

  1. Takayuki Mukaeda and Keisuke Shima
    Open-set motion recognition and adaptive structure modification of classifier based on clustering of unknown motions
    Proceedings of 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 4307-4312, Hawaii, 1-4th October 2023
    DOI:10.1109/SMC53992.2023.10394622
  2. Kensuke Takenaka, Keisuke Shima, and Koji Shimatani
    Hybrid Rehabilitation System with Motion Estimation Based on EMG Signals
    Proceedings of 2023 IEEE International Conference on Rehabilitation Robotics (ICORR), pp. 1-6, Singapore, 24-28th September 2023
    DOI:10.1109/ICORR58425.2023.10304746

2021

  1. Ryotaro Watanabe, Keisuke Shima, Taiki Horiuchi, Takeshi SHIMIZU, Takayuki Mukaeda and Koji Shimatani
    A System for Wound Evaluation Support Using Depth and Image Sensors
    Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society(EMBC), pp. 3709-3712, Guadalajara, Mexico (virtual), November 1-5, 2021
    DOI: 10.1109/EMBC46164.2021.9629922
  2. Prasetia Utama Putra, Keisuke Shima, Sayaka Hotchi and Koji Shimatani
    Markerless Behavior Monitoring System for Diagnosis Support of Developmental Disorder Symptoms in Children
    Proceedings of 2021 21st International Conference on Control, Automation and Systems (ICCAS), pp 1784-1787, Korea (online), 12-15th October, 2021.
    DOI: 10.1109/EMBC46164.2021.9629922

2020

  1. Takeshi Shimizu, Keisuke Shima, Takayuki Mukaeda, Shu Muraji, Juntaro Matsuo and Masayoshi Horiue
    Real-time evaluation of driver cognitive loads based on multivariate biosignal analysis
    Proceedings in 2020 IEEE International Conference on Systems,on multivariate biosignal analysis Man, and Cybernetics (SMC), pp. 623-628, 11-14 Oct. 2020
    DOI: 10.1109/SMC42975.2020.9282983
  2. Prasetia Utama Putra, Keisuke Shimas and Koji Shimatani
    Catchicken: A Serious Game Based on Go/NoGo Task to Estimate Inattentiveness and Impulsivity Symptoms
    Proceedings of the IEEE 33rd International Symposium on Computer Based Medical Systems (CBMS), pp. 152–157, Jul. 2020
    DOI: 10.1109/CBMS49503.2020.00036
  3. Takayuki Mukaeda, Keisuke Shima, Saori Miyajima, Yuki Hashimoto, Takayuki Tanaka, Naomichi Tani and Hiroyuki Izumi
    Development of an anomaly detection method with a novel hidden semi-Markov model incorporating unlearned states
    Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020, pp. 1270–1275, 12-15 Jan. 2020
    DOI:10.1109/SII46433.2020.9026303

2019

  1. Keisuke Shima, Mami Sakata and Koji Shimatani
    Light touch-based walking support device for fall prevention
    Proceedings of the SICE Annual Conference 2019, pp. 1137-1138, Hiroshima Japan, September 10-13, 2019
  2. Ryoma Mitani, Koji Shimatani, Mami Sakata, Takayuki Mukaeda and Keisuke Shima
    Effects of somatosensory information provision to fingertips for mitigation of postural sway and promotion of muscle coactivation in an upright posture
    Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'19), pp. 5096-5099, Berlin, Germany, July 23–27, July 23-27, 2019
    DOI: 10.1109/EMBC.2019.8856942

2018

  1. Mami Sakata, Dai Kawahara, Keisuke Shima, Hiroyuki Izumi, Tomoyuki Nagara and Koji Shimatani
    A Standing Function Evaluation System Based on Virtual Light Touch Contact and Factor Analysis
    Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 4077-4080, Honolulu, HI, USA, July 17-21, 2018
    DOI: 10.1109/EMBC.2018.8513311
  2. Prasetia Utama Putra, Keisuke Shima and Koji Shimatani
    Markerless Human Activity Recognition Method Based on Deep Neural Network Model Using Multiple Cameras
    Proceedings of the 2018 5th International Conference on Control, Decision and Information Technologies (CoDIT), pp. 13-18, Thessaloniki, Greece, April 10-13, 2018
    DOI: 10.1109/CoDIT.2018.8394780

2017

  1. Mami Sakata, Keisuke Shimaa, Hiroyuki Izumi, Tomoyuki Nagara and Koji Shimatani
    Simplified Standing Function and Sensory Evaluation System for Fall Prevention
    Proceedings of the 1st The IEEE Life Sciences Conference (LSC2017), pp. 170-173, Sydney, Australia, December 13-15, 2017
    DOI: 10.1109/LSC.2017.8268170
  2. Keisuke Shima, Koji Shimatani, Gen Sato, Mami Sakata, Psiche Giannoni and Pietoro Morasso
    A Fundamental Study on How Holding a Helium-filled Balloon Affects Stability in Human Standing
    Proceedings of the 2017 IEEE 15th International Conference on Rehabilitation Robotics, pp. 1061-1066, London, UK, July 17-20, 2017.
    DOI: 10.1109/ICORR.2017.8009390
  3. Takayuki Mukaeda and Keisuke Shima
    A Novel Hidden Markov Model-Based Pattern Discrimination Method with the Anomaly Detection for EMG Signals
    Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 921-924, Jeju Island, Korea, July 11-15, 2017.
    DOI: 10.1109/EMBC.2017.8036975

2016

  1. Keisuke Shima and Koji Shimatani
    A New Approach to Direct Rehabilitation Based on Functional Electrical Stimulation and EMG Classification
    Proceedings of 2016 International Symposium on Micro-NanoMechatronics and Human Science (MHS), pp. 237-241, November 28-30, Nagoya, Japan, 2016
  2. Mami Sakata, Keisuke Shima, Koji Shimatani and Hiroyuki Izumi
    Simplified Standing Function Evaluation System for Fall Prevention
    Intelligent Robotics and Applications - 9th International Conference, ICIRA 2016, Tokyo, Japan, August 22-24, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9835, pp. 48-57, Springer 2016, ISBN 978-3-319-43518-3 (August 24)
    DOI: 10.1007/978-3-319-43518-3_5
  3. Ryu Sato and Keisuke Shima
    Fundamental Study of a Force Representation Device for Fingertips Based on Somatosensory Superimposed Stimuli
    Proceedings of the Twenty-First International Symposium on Artificial Life and Robotics 2016 (AROB 21st 2016), pp. 171-174, B-Con Plaza, Beppu, Japan, January 20-22, 2016
  4. Mami Sakata, Keisuke Shima and Koji Shimatani
    Investigation of Relationships between Body Sway and Fingertip Vibrotactile Stimulation Based on Virtual Light Touch Contact
    Proceedings of the Twenty-First International Symposium on Artificial Life and Robotics 2016 (AROB 21st 2016), pp. 280-283, B-Con Plaza, Beppu, Japan, January 20-22, 2016

2015

  1. Mami Sakata, Keisuke Shima, and Koji Shimatani
    A Standing-function Evaluation Method Based on Virtual Light Touch Contact
    Proceedings of the IEEE Biomedical Circuits and Systems Conference (BioCAS), pp. 153--156, Atlanta, Georgia, USA, October 22-24, 2015.
    10.1109/BioCAS.2015.7348316
    #IEEE Circuits and Systems Society Student Travel Grant Initiative 受賞
  2. Koji Shimatani, Keisuke Shima, Mami Sakata, Maura Casadio, Pietro Morasso, Paolo Moretti
    Using a floating balloon influences infant body sway
    Book of Abstract of 2015 RIC-IIT Workshop on Robotics and Interactive Technologies for Neuroscience and Neurorehabilitation, p. 52, Arenzano, Italy, August 31- September 2, 2015.
  3. Keisuke Shima, Kazuki Konno and Koji Shimatani
    Forearm Motion Control Using Functional Electrical Stimulation for Motor Function Rehabilitation
    Book of Abstract of 2015 RIC-IIT Workshop on Robotics and Interactive Technologies for Neuroscience and Neurorehabilitation, p. 51, Arenzano, Italy, August 31- September 2, 2015. 
  4. Mami Sakata, Keisuke Shima, and Koji Shimatani
    A Standing‐function Evaluation Method Based on Virtual Light Touch Contact
    Book of Abstract of 2015 RIC-IIT Workshop on Robotics and Interactive Technologies for Neuroscience and Neurorehabilitation, p. 46, Arenzano, Italy, August 31- September 2, 2015.
  5. Mami Sakata, Keisuke Shima, and Koji Shimatani
    Novel Concept for Evaluation of Standing Function Based on Virtual Light Touch Contact
    Proceedings of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2015), 12.LB1, MiCo, Milan, Italy, August 25-29, 2015.
  6. Taro Shibanoki, Go Nakamura, Keisuke Shima, Takaaki Chin and Toshio Tsuji
    The Bio-Remote Environmental Control System Using a Bayesian Network-based Prediction Model
    Proceedings of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2015), pp. 11160-1163, Milan, Italy, August 25-29, 2015.
  7. Koji Shimatani, Keisuke Shima, Psiche Giannoni, Paolo Moretti, and Pietro Morasso
    The use of a floating balloon as a walking aid for children
    Physiotherapy, vol. 101, pp. e1388–e1389, 2015.
  8. Koji Shimatani, Taro Shibanoki, Keisuke Shima, Yuichi Kurita, Akira Otsuka, Maura Casadio, Psiche Giannoni, Paolo Moretti, Pietro Morasso, and Toshio Tsuji
    Change over time of infants' movements based on motion analysis: Comparison with changes in General Movements and the body sway
    Physiotherapy, vol. 101, p. e1388, 2015.
  9. Go Nakamura, Akitoshi Sugie, Taro Shibanoki, Keisuke Shima, Yuichi Kurita, Yuichiro Honda, Takaaki Chin and Toshio Tsuji
    Development of the Bio-Remote Adaptive Human Interface with Novel Glasses-based Operation
    Proceedings of 9th international Convention on Rehabilitation Engineering & Assistive Technology (i-CREATe2015), pp.7:1-7:4, Singapore, August 11-14, 2015.

2014

  1. Keisuke Shima and Takahiro Aoki
    A Novel Classification Method with Unlearned-class Detection Based on a Gaussian Mixture Model
    Proceedings of 2014 IEEE International Conference on Systems, Man, and Cybernetics, pp. 3747-3752, San Diego, CA, USA, October 8, 2014
    DOI: 10.1109/SMC.2014.6974510

2013

  1. Keisuke Shima, Koji Shimatani, Yuichi Kurita, and Toshio Tsuji
    Novel Method for Mitigation of Body Sway and Preliminary Results for Tandem Standing
    Proceedings of 2013 International Symposium on Micro-NanoMechatronics and Human Science (MHS), pp. 71-73, November, 2013.
    DOI: 10.1109/MHS.2013.6710475
  2. Go Nakamura, Taro Shibanoki, Keisuke Shima, Yuichi Kurita, Masaki Hasegawa, Akira Otsuka, Yuichiro Honda, Takaaki Chin, and Toshio Tsuji
    A Training System for the MyoBock hand in a Virtual Reality Environment
    Proceedings of IEEE Biomedical Circuits and Systems Conference, pp. 61-64, November, 2013.
  3. Hideaki Hayashi, Keisuke Shima, Taro Shibanoki, Yuichi Kurita, and Toshio Tsuji
    Bioelectric Signal Classification Using a Recurrent Probabilistic Neural Network with Time-series Discriminant Component Analysis
    Proceedings of 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), pp. 5394-5397, Osaka, Japan, July 3-7, 2013.
    DOI: 10.1109/EMBC.2013.6610768
  4. Keisuke Shima, Koji Shimatani, Akitoshi Sugie, Yuichi Kurita, Ryuji Kohno, and Toshio Tsuji 
    Virtual Light Touch Contact: a Novel Concept for Mitigation of Body Sway
    Proceedings of 7th International Symposium on Medical Information and Communication Technology (ISMICT), pp. 108-111, Tokyo, Japan, March 6-8, 2013.
    DOI: 10.1109/ISMICT.2013.6521710

2012

  1. Keisuke Shima, Ryota Kikuchi, Koji Shimatani, Akira Otsuka, Psiche Giannoni, Pietro G. Morasso and Toshio Tsuji
    An Automatic General Movement Discrimination System Based on Real-Time Video Analysis
    4th International Cerebral Palsy Conference, Pisa, Italy, October 2012
  2. Yuko Sano, Akihiko Kandori, Toshinori Miyoshi, Toshio Tsuji, Keisuke Shima, Masaru Yokoe, and Saburo Sakoda
    Severity Estimation of Finger-Tapping Caused by Parkinson's Disease by Using Linear Discriminant Regression Analysis
    Proceedings of the 34th Annual International IEEE EMBS Conference of the IEEE EMBS, pp.4315－4318, San Diego, California, USA, August 28 - September 1, 2012
    DOI: 10.1109/EMBC.2012.6346921
  3. Taro Shibanoki, Keisuke Shima, Takeshi Takaki, Yuichi Kurita, Akira Otsuka, Takaaki Chin and Toshio Tsuji
    Multi-channel Surface EMG Classification Based on a Quasi-optimal Selection of Motions and Channels
    Proceedings in 2012 IEEE/ICME International Conference on Complex Medical Engineering (CME 2012), pp. 276-279, Kobe, Japan, July 1-4, 2012.
  4. Keisuke Shima, Osamu Fukuda, Toshio Tsuji, Akira Otsuka and Masao Yoshizumi
    EMG-based Control For a Feeding Support Robot Using a Probabilistic Neural Network
    Proceedings of the Fourth IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, pp. 1788-1793, Roma, Italy, June 27, 2012
    DOI: 10.1109/BioRob.2012.6290876

2011

  1. Yuki Hiramatsu, Taro Shibanoki, Keisuke Shima and Toshio Tsuji
    A Novel Dual-arm Motion Discrimination Method Using Recurrent Probability Neural Networks for Automatic Gesture Recognition
    Proceedings of the 2011 IEEE/SICE International Symposium on System Integration (SII 2011), pp. 1346-1351, December 20-22, 2011
    DOI: 10.1109/SII.2011.6147644
  2. Keisuke Shima, Yasuhiro Tamura, Toshio Tsuji, Akihiko Kandori and Saburo Sakoda
    A CPG Synergy Model for Evaluation of Human Finger Tapping Movements
    Proceedings of the 33rd Annual International Conference of the IEEE EMBS, pp. 4443-4448, Boston, Massachusetts USA, August 30 - September 3, 2011.

2010

  1. Taro Shibanoki, Keisuke Shima, Takeshi Takaki, Toshio Tsuji, Akira Otsuka and Takaaki Chin
    A Class Selection Method Based on a Partial Kullback-Leibler Information Measure for Biological Signal Classification
    Proceedings of the 2010 IEEE/SICE International Symposium on System Integration (SII 2010), pp. 317-322, Sendai, Japan, December 21-22, 2010.
  2. Keisuke Shima and Toshio Tsuji
    Classification of Combined Motions in Human Joints Through Learning of Individual Motions Based on Muscle Synergy Theory
    Proceedings of the 2010 IEEE/SICE International Symposium on System Integration (SII 2010), pp. 323-328, Sendai, Japan, December 21-22, 2010
    DOI: 10.1109/SII.2010.5708346
  3. Nan Bu, Keisuke Shima, and Toshio Tsuji
    EEG Discrimination using Wavelet Packet Transform and a Reduced-dimensional Recurrent Neural Network
    Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB 2010), Paper-ID 261, Corfu, Greece, Nov 2-5, 2010
    DOI: 10.1109/ITAB.2010.5687668

2009

  1. Keisuke Shima and Toshio Tsuji
    An MMG-based Human-Assisting Manipulator Using Acceleration Sensors
    Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics, pp. 2507-2512, San Antonio, Texas, USA, October 11-14 2009
    DOI: 10.1109/ICSMC.2009.5346384
  2. Keisuke Shima, Yasuhiro Tamura, Toshio Tsuji, Akihiko Kandori, Masaru Yokoe, and Saburo Sakoda
    Estimation of Human Finger Tapping Forces Based on a Fingerpad-Stiffness Model
    Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 2663-2667, Minnesota, USA, Sep. 2009
  3. Erhan Akdogan, Keisuke Shima, Hitoshi Kataoka, Masaki Hasegawa, Akira Otsuka, and Toshio Tsuji
    The Cybernetic Rehabilitation Aid: a Novel Concept for Direct Rehabilitation
    Proceedings of the 2008 IEEE International Conference on Robotics and Biomimetics, pp.852-858, Bankok, Thailand, February 21-26, 2009

2008

  1. Keisuke Shima, Toshio Tsuji, Akihiko Kandori, Masaru Yokoe, and Saburo Sakoda
    A Diagnosis Support System for Finger Tapping Movements Using Magnetic Sensors and Probabilistic Neural Networks
    ICBME2008 - 13th International Conference on Biomedical Engineering (IFMBE Proceedings, Vol. 23), pp. 682-686, Singapore, December 3 - 6, 2008
    DOI: 10.1007/978-3-540-92841-6_167
  2. Taro Shibanoki, Keisuke Shima, Toshio Tsuji, Akira Otsuka and Takaaki Chin
    A Novel Channel Selection Method Based on Partial KL Information Measure for EMG-based Motion Classification
    ICBME2008 - 13th International Conference on Biomedical Engineering (IFMBE Proceedings, Vol. 23), pp. 694-698, Singapore, December 3 - 6, 2008
  3. Keisuke Shima, Toshio Tsuji, Akihiko Kandori, Masaru Yokoe, and Saburo Sakoda
    A Tapping Interface for Finger Movement Training Using Magnetic Sensors
    Proceedings of the 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008), pp. 2597-2602, Singapore, 12-15 October, 2008
    DOI: 10.1109/ICSMC.2008.4811687
  4. Keisuke Shima, Toshio Tsuji, Eriko Kan, Akihiko Kandori, Masaru Yokoe, and Saburo Sakoda
    Measurement and Evaluation of Finger Tapping Movements Using Magnetic Sensors
    Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 5628-5631, Vancouver, Canada, Aug. 2008
    DOI: 10.1109/IEMBS.2008.4650490
  5. Nan Bu, Junpei Tsukamoto, Naohiro Ueno, Keisuke Shima, and Toshio Tsuji
    Measuring Muscle Movements for Human Interfaces using a Flexible Piezoelectric Thin Film Sensor
    Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 112-116, Vancouver, Canada, Aug. 2008
  6. Yuko Osawa, Keisuke Shima, Nan Bu, Tokuo Tsuji,Toshio Tsuji, Idaku Ishii, Hiroshi Matsuda, Kensuke Orito, Tomoaki Ikeda and Shunichi Noda
    A Motion-based Evaluation System for Infant Movements Using Real-time Video Analysis
    ICBME2008 - 13th International Conference on Biomedical Engineering (IFMBE Proceedings, Vol. 23), pp. 2043-2047, Singapore, December 3 - 6, 2008
    DOI: 10.1007/978-3-540-92841-6_509
  7. Masaru Okamoto, Yukihiro Matsubara, Keisuke Shima and Toshio Tsuji
    EMG Pattern Classification using Hierarchical Network based on Boosting Approach
    2008 International Symposium on Intelligent Informatics (ISII2008), EXTENDED ABSTRACTS, pp. 60, Kumamoto, Japan, Dec 12-13, 2008.

2007

  1. Keisuke Shima and Toshio Tsuji
    Pattern Discrimination of Mechanomyogram Using a Delta-Sigma Modulated Probabilistic Neural Network
    Advances in Cognitive Neurodynamics, Proceedings of the International Converence on Cognitive Neurodynamics - 2007, pp. 723-729, Shanghai, China, November 2007
    DOI: 10.1007/978-1-4020-8387-7_125
  2. Keisuke Shima, and Toshio Tsuji
    FPGA Implementation of a Probabilistic Neural Network using Delta-Sigma Modulation for Pattern Discrimination of EMG Signals
    Complex Medical Engineering, 2007. CME 2007. IEEE/ICME International Conference on, pp. 403-408, Beijing, China, May 2007
    DOI: 10.1109/ICCME.2007.4381765

2006

  1. Keisuke Shima, Ryota Eguchi, Kenji Shiba and Toshio Tsuji
    CHRIS: Cybernetic Human-Robot Interface Systems
    Proceedings of 36th International Symposium on Robotics, WE1C3, Tokyo, Japan, November-December, 2005
  2. Keisuke Shima, Nan Bu, Masaru Okamoto and Toshio Tsuji
    A Universal Interface for Video Game Machines using Biological Signals
    Proceedings of 4th International Conference on Entertainment Computing - ICEC 2005, pp. 88-98, Sanda, Japan, September pp. 19-21, 2005
    DOI: 10.1007/11558651_9

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