last modified：2024/07/18
Professor NAMBO Hidetaka
Faculty, Affiliation
Faculty of Transdisciplinary Sciences, Institute of Philosophy in Interdisciplinary Sciences
College and School Educational Field
Division of Electrical Engineering and Computer Science, Graduate School of Natural Science and Technology
Division of Electrical Engineering and Computer Science, Graduate School of Natural Science and Technology
Course in Information and Communication Engineering, School of Electrical, Information and Communication Engineering, College of Science and Engineering
Laboratory
Artificial Intelligence TEL:076-234-4835 FAX:076-234-4900
Academic Background
【Academic background(Doctoral/Master's Degree)】
Kanazawa University Doctor System Science 199903 Completed
【Academic background(Bachelor's Degree)】
Kanazawa University Electronics and Computer Science 199403
【Degree】
Doctor of Engineering
Career
Kanazawa University Faculty of Engineering(1999/03/26-2002/09/30)
Kanazawa University Faculty of Engineering(2002/10/01-)
Year & Month of Birth
1972/02
Academic Society
Society of Plant Engineers Japan
Society of Plant Engineers Japan
IEEE
Award
○Nominated Prize(2022/06/19)
○Best Paper Award(2022/11/08)
○Best Paper Award(2022/11/08)
○IEEJ Outstanding Technical Report Award(2013/05/30)
○IEEJ Outstanding Technical Report Award(2010/05/26)
Specialities
Intelligent informatics、Rehabilitation science/Welfare engineering、Kansei informatics
Speciality Keywords
Artificial Intelligence, Living Plant Environmental Information Processing, Sensor data processing, Healing Engineering, Pet Robots,
Research Themes
Indoor monitoring system using bioelectric potential of living plants and machine learning techniques
It is known that bioelectric potential of living plants is affected by humans activity around the plant. In this study, applying this property, patterns in bioelectric potential are extracted by machine learning method and utilize patterns to an indoor monitoring system.
Communication System with Plant using Environmental Information around the Plant
To communicate with a plant, we develop the communication system that generates emotions and expressions of the plant from environmental information around the plant.
Pet Robots with Healing Effects
Our study develops the function of owner distinction for a pet robot. The pet robot will heal his owner by showing a special behavior only to his owner. Our study also researches a measurement method of healing effects.
Detection of Humans behavior using Bioelectric Potential of Plants
Development of information transmitting system using stimulation to soles
Books
- Research Committee on Agricultural and Environmental Sensing in Society 5.0 Recent Progress of Agricultural and Environmental Sensing in Society 5.0 2023/06
- Research Committee on Smart Water Sensing for Human Life Support Smart Water Sensing for Human Life Support 2019/06
- Research Committee on Smart Sensing in Environment and Welfare Fields Smart Sensing to Support Environment and Welfare 2016/06
- Handbook of Evolutionary Technology: Computation and Application 2012/06
- Mental and Physical Sensing KAIBUNDO 2009/07
- Sensor Technology for Safety and Security KAIBUNDO 2006/06
- Research Committee of Sensor Agent Sensor Agents - Environmental and Medical Sensing in the 21st Century KAIBUNDO 2003/08
Papers
- Recoverly of Human Activity Functions From Gas Sensor Responses Proc. Of The 3rd East Asian Conference on Chemical Sensors 249-252 1997/11
- Approximate linear scheme for analyzing gas sensor responses of flow fields 9th Internationcal Conference on Modern Materials & Technologies ,SIX-1 L24 1998/06
- Modelization of gas sensor response to temperature and humidity 9th Internationcal Conference on Modern Materials & Technologies ,SIX-1 P15 1998/06
- Relation between output of gas sensor and indoor thermal index 9th Internationcal Conference on Modern Materials & Technologies ,SIX-1 P13 1998/06
- Detection of Gaseous Indoor-Air Pollutants using Multi Gas Sensor System and a Production System Technical Digest of the 7th International Meeting on Chemical Sensors 181-183 1998/07
- Model of tin-oxide gas sensor response to temperature and humidity changes Technical Digest of the 7th International Meeting on Chemical Sensors 440-442 1998/07
- Identification Algorithm for Various Kinds of Indoor-Air Pollutants Using Gas Sensor Pattern The 3rd International Meeting of Pacific Rim Ceramic Societies 08-O-3 1998/09
- Estimation of Indoor Climate using Offset level of Gas Sensor The First Korea-Japan Joint Conference on Industrial Engineering and Managemant 168-171 1998/10
- Narrowing Down Algorithm for Various Kinds of Indoor-Air Pollutants using Gas Sensor Patterns Journal of Advanced Computational Intelligence 3 6 519-523 1999/06
- Feature Extraction of Multi-Gas Sensor Responses Using Genetic Algorithm The 10th International Conference on Solid-State Sensors and Actuators, Digest of Technical Papers 2 1650-1651 1999/06
- Applying Genetic Algorithm in Recognition of Human Behaviors by Gas Sensor The 2nd Asia-Pasific Conference on Industrial Engineering and Management Systems 537-540 1999/10
- Relative Difficulty of Various English Writing by Fuzzy Inference and Its Application to Selecting Teaching Materials The 2nd Asia-Pasific Conference on Industrial Engineering and Management Systems 53-56 1999/10
- Plant Instllation Design for Puryfing an Indoor Air-Pollution The 2nd Asia-Pasific Conference on Industrial Engineering and Management Systems 29-32 1999/10
- Estimation of Gas Generating Point using Delay of Gas Sensor Resposnses Proceedings of The 4th East Asian Conference on Chemical Sensors 193-196 1999/11
- Feature Extraction of Multi Gas Sensor Responses Using Genetic Algorithm Sensors and Actuators B 64 1 2-7 2000/05
- Metrical Characteristics of English Textbooks in Japan, Korea, the United Kingdom and the United States 4th International Conference on Engineering Design and Automation 892-897 2000/08
- Document Classifying based on Association Rules The Third Asia-Pasific Conference on Industrial Engineering and Management Systems 466-470 2000/12
- The Improvement of the Accuracy of Document Classification based on Association Rules The 5th International Conference on Engineering Design and Automation 1086-1091 2001/08
- High-Speed Production System Using Dynamic Two-Way Switching of Match Algorithm Systems and Computers in Japan 32 9 61-70 2001/09
- Estimation of Gas Generation Point Using Delay of Gas Sensor Responses H.Nambo, H.Kimura, T.Oyabu IEEJ Transactions on Sensors and Micromachines 122-E 10 480-486 2002/10
- Simulation of the Owner Distinction Method for Pet Robot H.Nambo, T.Tsujisawa, T.Kamimiya, H.Kimura, Y.Nakano Proceedings of The 4th APIEMS 1136-1139 2002/12
- Owner Distinction Method for Pet Robot 4/5 Proceedings of The 4th APIEMS 1140-1143 2002/12
- An Image Retrieval System Using Impressional Words based on Individual Preference Proceedings of The 4th APIEMS 1189-1193 2002/12
- Owner Distinction Method for Healing-Type Pet Robots T.Kamimiya, H.Kimura, T.Misawa, H.Nambo, Y.Nakano The IEICE Transaction on Information and Systems, PT.1 J86-D-I 6 412-420 2003/06
- Relative Difficulty of Various English Writings by Fuzzy Reasoning and Its Application to Selecting Teaching Materials H.Ban, T.Dederick, H.Nambo, T.Oyabu An International Journal Of Industrial Engineering & Management Systems 3 1 85-91 2004/06
- Stylistic Characteristics of English News 5th Korea-Japan Joint Symposium on Emotion & Sensibility 2004/06
- An Automatic Distribution of Email by using Text Mining and Reinforcement Learning Y.Ueda, H.Narita, N.Kato, K.Hayashi, H.Nambo, H.Kimura The IEICE Transaction on Information and Systems, PT.1 J87-D-I 10 887-898 2004/10
- AN OBSTACLE DETECTION SYSTEM FOR SUPPORTING WALKS OFTHE VISUALLY HANDICAPPED K.Yoshida, H.Nambo, H.Kimura, K.Abe Proceedings of The 5th APIEMS ,2.3.1-2.3 5 2004/12
- DESIGN OF DIAGNOSTIC CRITERIA FOR SCHOOL PHOBIA USING DECISION TREE N.Hashimoto, H.Nambo, H.Kimura, S.Kajiwara, K.Abe Proceedings of The 5th APIEMS ,2.6.1-2.6 7 2004/12
- A STUDY ON IMPROVEMENT FOR OWNER DISTINCTION OF HEALING-TYPE PET ROBOTS T.Misawa, H.Kimura, H.Nambo, Y.Nakano, H.Nanto, K.Abe Proceedings of The 5th APIEMS ,10.2.1-10.2 9 2004/12
- AN EXTENSION OF THE OWNER DISTINCTION METHOD WITH OBLIVION MECHANISM H.Nambo, H.Kimura, T.Oyabu Proceedings of The 5th APIEMS ,14.3.1-14.3 7 2004/12
- RECOGNITION OF HUMAN EMOTIONS BY A PET ROBOT AND HEALING EFFECT N.Tsujisawa, Y.Tachi, H.Kimura, H.Nambo, K.Abe Proceedings of The 5th APIEMS ,14.14.1-14.14 5 2004/12
- Emotion Recognition System for Healing Machines Y.Tachi, N.Tsujisawa, H.Nambo, H.Kimura Journal of the Society of Plant Engineers Japan 17 3 111-118 2005/11
- The Straight Walk Support System for Visually Impaired K.Yoshida, Y.Kaniyashiki, S.Yokouchi, K.Abe, H.Nambo, H.Kimura Journal of the Society of Plant Engineers Japan 17 3 151-159 2005/11
- Discovery of Knowledge for Treatment Support of School Phobia N.Otani, N.Hashimoto, K.Abe, H.Nambo, H.Kimura, S.Kajiwara Proceedings of The 6th APIEMS ,no 3402(on CDROM) 2005/12
- A Study on Bidding Agent with Price Expectation for Internet Auction B.Kaifuchi, T.Misawa, T.Abe, K.Abe, H.Kimura, H.Nambo Proceedings of The 6th APIEMS ,no 3404(on CDROM) 2005/12
- The Straight Walk Support System for Visually Impaired with Walk Characteristics K.Yoshida, Y.Kaniyashiki, K.Abe, H.Nambo, H.Kimura Proceedings of The 6th APIEMS ,no 3408(on CDROM) 2005/12
- Automatic Generation of MetaData for Semantic Web T.Yamamura, H.Nambo, K.Abe, H.Kimura Proceedings of The 6th APIEMS ,no 3408(on CDROM) 2005/12
- State Prediction for Bather Using Ultrasonic Sensors Y.Ohnishi, T.Abe, K.Abe, H.Kimura, H.Nambo Proceedings of The 6th APIEMS ,no 3409(on CDROM) 2005/12
- The Study of an Individual Authentication using Pet Robot Y.Ogawa, H.Nambo, K.Abe, H.Kimura Proceedings of The 6th APIEMS ,no 3412(on CDROM) 2005/12
- Gender Determination of Pedestrian using Area Scanner H.Misui, Y.Ohnishi, T.Abe, H.Nambo, H.Kimura Proceedings of The 6th APIEMS ,no 1273(on CDROM) 2005/12
- Metrical Characteristics of English Materials for Business Management H.Ban, T.Shimbo, T.Dederick, H.Nambo, H.Kimura Proceedings of The 6th APIEMS ,no 3405(on CDROM) 2005/12
- Emotion Recognition System Using a Pet Robot Y.Tachi, N.Tsujisawa, T.Misawa, K.Abe, H.Kimura, H.Nambo THE IEICE Transaction on Information and Systems J89-D 3 447-456 2006/03
- Identifying system for person's attribution using area scanner T.Takuya, T.Abe, H.Nambo, H.Kimura ,3A1.2.1-3A1.2 2 2006/06
- Development of Abnormality Detection System for Bathers using Ultrasonic Sensors Y.Ohnishi, T.Abe, H.Nambo, H.Kimura, Y.Ogoshi IEEJ Transactions on Sensors and Micromachines 126 12 662-668 2006/12
- A Study on a Guardian Distinction System Using a Pet Robot M.Hara, K.Abe, H.Nambo, H.Kimura Proceedings of The 7th APIEMS 315-321 2006/12
- Identifying System for Customer's Gender Using Infrared Area Scanner T.Tajima, T.Abe, T.Nakamoto, H.Nambo, H.Kimura Proceedings of The 7th APIEMS 322-328 2006/12
- Material Linguistic Analysis of English Materials for Tourism H.Ban, T.Dederick, H.Nambo, T.Oyabu Proceedings of The 7th APIEMS 1202-1208 2006/12
- Research on Diagnosis Support System of School Phobia R.Michisita, H.Nambo, H.Kimura, S.Kajiwara Proceedings of The 7th APIEMS 1546-1551 2006/12
- A Study on Web Page Search Support System Using Web Annotation D.Mizukami, Y.Ueda, N.Souza, T.Abe, K.Abe, H.Nambo, H.Kimura Proceedings of The 7th APIEMS 1739-1746 2006/12
- Prediction Model about Risk Degree for Companies K.Takahashi, T.Hasegawa, H.Nambo, H.Kimura Proceedings of The 7th APIEMS 2350-2354 2006/12
- Trend of Foreign Visitors and the Linguistic Landscape in Kenrokuen Garden K.Hirano, T.Oyabu, H.Nambo Society for Tourism Infomatics 3 1 45-54 2007/05
- An Acknowledgement System of Customers Group Using Ultrasound Sensors T.Takuya, T.Abe, K.Abe, H.Nambo, H.Kimura Transactions of the Japan Society for Production Management 14 1 133-138 2007/10
- An Image Retrieval System Using Impressional Words Based on Individual Preference H.Nambo, T.Okamine, H.Kimura, M.Nakazawa, S.Hattori IEEJ Transactions on Electronics, Information and Systems 127 11 1937-1946 2007/11
- Trend of Foreign Visitors and the Linguistic Landscape in Kenrokuen Garden K.Hirano, H.Nambo, K.Kawahara, T.Oyabu Proceedings of International Conference on Intelligent Manufacturing and Logistics Systems 406-411 2007/02
- A Study on Web Page Search Support System Using Web Annotation T.Arikawa, D.Mizukami, Y.Ueda, K.Abe, H.Nambo, H.Kimura Proceedings of The 8th APIEMS T2-R06-3(CDROM) 2007/12
- Development of an Educational Support System with Collaborative Filtering H.Kakito, H.Nambo, K.Abe, H.Kimura Proceedings of The 8th APIEMS T2-R06-4(CDROM) 2007/12
- A Method for Detecting Abnormality for Person in Bathtub Using Ultrasound Sensor H.Dobashi, T.Tajima, T.Abe, H.Nambo, H.Kimura Proceedings of The 8th APIEMS W1-R09-5(CDROM) 2007/12
- Implement of the Owner Distinction Function for Healing-Type Pet Robots H.Nambo, H.Kimura, S.Hirose IEEJ Transactions on Electronics, Information and Systems 128 1 87-93 2008/01
- Development of a Marketing System for Recognizing Customer Buying Behavior in a Store Using Ultrasound Sensor - Fundamental Experiment of Sensing Customer's Behavior for Raising the Productivity of Selling Area Using Information Technology - T.Tajima, T.Abe, H.Nambo, H.Kimura Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 20 2 201-210 2008/04
- An Attempt of the Communication System using a Facial Expression of Environmental Information around a Plant H.Nambo, S.Kitajima, T.Shimbo, H.Kimura, T.Oyabu Journal of the Society of Plant Engineers Japan 20 2 18-25 2008/09
- Recognition of Oversights in a Checkup with Flexible Cystoscope H.Yokawa J.Kanaya H.Kimura H.Nambo M.Koshino, K.Abe Proceedings of The 9th APIEMS 2374-2381 2008/12
- Linguistic Characteristics of English Pamphlets at Local Airports in Japan H.Ban, H.Nambo, T.Oyabu Proceedings of The 9th APIEMS 2382-2387 2008/12
- Application of WEB Annotation System for Educational System and Cellular Phone Y.Jyousyou, T.Arikawa, Y.Ueda, K.Abe, H.Nambo, H.Kimura Proceedings of The 9th APIEMS 2885-2387 2008/12
- System for Recommending Glasses Considering Public Opinions S.Kirajiuma, T.Shimbo, K.Abe, H.Nambo, H.Kimura Proceedings of The 9th APIEMS 2891-2896 2008/12
- Development of a Document Layout System Considering User's Preference M.Mouri, H.Nambo, H.Kimura, K.Abe Proceedings of The 9th APIEMS 2897-2894 2008/12
- Improvement of Abnormality Detection System for Bathers Using Ultrasonic Sensors H.Dobashi, T.Tajima, T.Abe, H.Nambo, H.Kimura IEEJ Transactions on Sensors and Micromachines 129 1 6-13 2009/01
- A Study of Service for Preventing Bathtub Accident in Aged Society H.Dobashi, T.Tajima, T.Abe, H.Nambo, H.Kimura Transaction of the Japan Society for Production Management 15 2 107-112 2009/03
- Improvement of the Owner Distinction Method for Healing-Type Pet Robots H.Nambo, H.Kimura, M.Hara, K.Abe, T.Tajima IEEJ Transactions on Electronics, Information and Systems 129 9 1664-1668 2009/09
- Study of the Healing Effect of Communication with Plants applying Sensing of Environmental Information Around Plants H.Nambo T.Nakagawa H.Maegawa H.Kimura SENSORS AND MATERIALS 22 4 155-166 2010/06
- A Study on Pattern Recognition System of Grip Pressure Distribution C.Nattapon H.Nambo H.Kimura Proceedings of the 11th APIEMS 2010/12
- A Book Selection and Learning Support System Considering a User’s Skill Y.Nakayama H.Nambo H.Kimura Proceedings of the 11th APIEMS 2010/12
- Design of the Optimal Layout in Supermarkets with Application of the Multi-Agent Simulator M.Hanada H.Izumo J.Nakajima K.Abe T.Tajima T.Abe H.Nambo H.Kimura Proceedings of the 11th APIEMS 2010/12
- A Medical System for Preventing Oversights of Some Parts in Checkup with Flexible Cystoscope Jornal of the Society of Plant Engineers Japan 23 2 50-56 2011/08
- Development of Basic Human Behaviors Cognitive System using Plant Bioelectric Potential Kenta Nomura, Hidetaka Nambo, Haruhiko Kimura IEEJ Transactions on Sensors and Micromachines 134 7 206-211 2014/07
- Proposal of a new equipment supporting scientific experiments through simulation for educational scene Tatsuhito Hasegawa, Munehiro Nakamura, Hidetaka Nambo, Haruhiko Kimura Journal of the Society of Plant Engineers Japan 26 3 10-18 2014/10
- Estimation of Resident’s Location in Indoor Environment Using Bioelectric Potential of Living Plants Hidetaka Nambo, Haruhiko Kimura Sensors and Materials 28 4 369-378 2016/04
- Text extraction in natural image by using OCR score Masayoshi Ueno, Hidetaka Nambo, Haruhiko Kimura, Yoshihiro Ueda Studies in Science and Technology 5 1 53-58 2016/06
- Development of the Estimation Method of Resident’s Location Using Bioelectric Potential of Living Plants and Knowledge of Indoor Space H.Nambo, H.Kimura Proceedings of the 10th International Conference on Management Science and Engineering Management 431-444 2016/08
- The Combination of Evolutionary Algorithm Method for Numerical Association Rule Mining Optimization I.Tahyudin, H.Nambo Proceedings of the 10th International Conference on Management Science and Engineering Management 13-24 2016/08
- The Support System for a Visual Impaired Person Using Laser Eyewear Y.Shimomura, H.Kawabe, H.Nambo, S.Seto, M.Suzuki, M.Sugawara Proceedings of the 10th International Conference on Management Science and Engineering Management 61-70 2016/08
- A Study on the Estimation Method of the Resident’s Location using the Plant Bioelectric Potential K.Harutake, H.Nambo, H.Kimura Proceedings of the 17th Asia Pacific Industrial Engineering and Management Systems Conference ID 0421 2016/12
- Development of an information transmission system through soles for prevention of texting while walking Hidetaka Nambo, Tomoya Kashiwa, Haruhiko Kimura, and Yoshihiro Ueda The Journal of Global Tourism Research 1 2 111-114 2016/12
- The rule Extraction of Numerical Association Rule Mining Using Hybrid Evolutionary Algorithm Imam Tahyudin, Hidetaka Nambo 4th International Conference on Electrical Engineering, Computer Science and Informatics 729-734 2017/09
- Impact of Gut Microbiome on Hypertensive Patients With Low-Salt Intake: Shika Study Results Satoshi Nagase , Shigehiro Karashima , Hiromasa Tsujiguchi , Hirohito Tsuboi , Sakae Miyagi , Mitsuhiro Kometani , Daisuke Aono , Takuya Higashitani , Masashi Demura , Hiroyuki Sakakibara , Akihiro Yoshida , Akinori Hara , Hiroyuki Nakamura , Yoshiyu Takeda , Hidetaka Nambo , Takashi Yoneda , Shigefumi Okamoto Frontiers in Medicine 2020/09
- An Optimization of Autoregressive Model Using Grid Search Method Imam Tahyudin, Hidetaka Nambo, Yoshitaka Goto International Journal of Engineering & Technology 7 2.2 84-86 2018/03
- End-to-End Nvidia Model Implementation on Carla Self Driving Car in Moderate Dense Environment Willy Dharmawan, Hidetaka Nambo Proceedings of The 20th Asia Pacific Industrial Engineering and Management System Conference 779-783 2019
- End-to-End Sequential Input with Time Distributed Model for Carla Self Driving Car in Moderate Dense Environment Willy Dharmawan, Hidetaka Nambo Proceedings of The 20th Asia Pacific Industrial Engineering and Management System Conference 464-468 2019
- End-to-End Xception Model Implementation on Carla Self Driving Car in Moderate Dense Environment Willy Dharmawan, Hidetaka Nambo Proceedings of the 2019 2nd Artificial Intelligence and Cloud Computing Conference 139–143 2019/12
- Time Complexity of A priori and Evolutionary Algorithm for Numerical Association Rule Mining Optimization Imam Tahyudin, haviluddin Haviluddin, Hidetaka Nanbo INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH 8 11 483-485 2019
- Bioelectric Potentials of Plant for Determining Human Positions Imam Tahyudin, Hidetaka Nambo Sensors and Materials 30 7 1509-1516 2018
- Prediction of Oxygen Saturation by Pulse Oximetory from Image and Sound Data with LSTM Recurrent Neural Network. Takehiro Kasahara, Yuji Yonezawa, Yoshihiro Ueda, Masatoshi Saito, Koji Kojima, Yuki Fujimoto, Hirohisa Toga, Hidetaka Nambo Sensors and Materials 30 7 1447-1455 2018
- Comparison Study of Deep Learning and Time Series for Bioelectric Potential Analysis Imam Tahyudin and Hidetaka Nambo Proceedings of The 3rd International Conference on Information Technology, Information System and Electrical Engineering 2018/11
- Temperature and Humidity Estimation from Bioelectric Potential of Living Plants by Deep Learning Hidetaka Nambo and Takeo Nakano Proceedings of The 19th Asia Pacific Industrial Engineering and Management System Conference 2018/12
- An optimized Time Series Model of Bioelectric Potential Dataset Imam Tahyudin, Hidetaka Nambo Proceedings of The 18th Asia Pacific Industrial Engineering and Management System Conference E3-28-E3-32 2017/12
- Development of a Human Sensor using Living Plant and Bioelectric Potential Hidetaka Nambo, Takao Nakano Proceedings of The 18th Asia Pacific Industrial Engineering and Management System Conference E7-19-E7-23 2017/12
- Steganalysis against Stego Image with Different Rates of Message Bits in Two Least-Significant Bit Planes Tadakazu Sakakura, Hidetaka Nambo Proceedings of The 18th Asia Pacific Industrial Engineering and Management System Conference D4-6-D4-11 2017/12
- Events and sounds that hearing impaired persons feel dangerous Hiroshi Arai, Takehiro Ido, Hidetaka Nambo, Yuko Shimomura, Hiroyuki Kawabe, Shuichi Seto Proceedings of The 18th Asia Pacific Industrial Engineering and Management System Conference F5-1-F5-5 2017/12
- Detection and classification of dots in Braille Book by image processing technique Hiroyuki Kawabe, Hidetaka Nambo, Shuichi Seto, Yuko Shimomura Proceedings of The 18th Asia Pacific Industrial Engineering and Management System Conference C6-27-C6-31 2017/12
- Braille Translation System In Japan -Past And Now- Yuko Shimomura, Hiroyuki Kawabe, Shuichi Seto, Hidetaka Nambo Proceedings of The 18th Asia Pacific Industrial Engineering and Management System Conference D6-24-D6-29 2017/12
- Detection of Operated Finger on Touch Interface While Sitting Tatsuhito Hasegawa, Shuichi Kumazawa, Hidetaka Nambo IEEJ Transactions on Electronics, Information and Systems 138 4 1-10 2018/04
- Integration of Sound and Image Data for Detection of Sleep Apnea using Convolutional Neural Network Tomohiko Matsui, Masahiko Ogura, Yoshihiro Ueda, Yuji Yonezawa, Masatoshi Saito, Hirohisa Toga, Yuki Fujimoto, Koji Kojima, Hidetaka Nambo, Proceedings of The 18th Asia Pacific Industrial Engineering and Management System Conference E6-26-E6-29 2017/12
- Estimating Position of Bio Electric Potential Dataset as A Natural Sensor using Time Series Approach Imam Tahyudin, Hidetaka Nambo IJCAI 2017, COGNITION AND ARTIFICIAL INTELLIGENCE FOR HUMAN-CENTRED DESIGN/Workshop 24 2017/08
- The Rules Determination of Numerical Association Rule Mining Optimization by Using Combination of PSO and Cauchy Distribution Imam Tahyudin, Hidetaka Nambo Proceedings of The 11th International Conference on Management Science and Engineering Management (2017 ICMSEM) 151-165 2017
- Integration of Sound and Image Data for Detection of Sleep Apnea Takehiro Kasahara, Kota Nomura, Yoshihiro Ueda, Yuji Yonezawa, Masatoshi Saito, Hirohisa Toga, Yuki Fujimoto, Koji Kojima, Haruhiko Kimura, Hidetaka Nambo Proceedings of The 11th International Conference on Management Science and Engineering Management (2017 ICMSEM) 804-813 2017
- Automatic classi er algorithm selection using optimized meta-features Hidetaka Nambo, Atsushi Otsuka, Haruhiko Kimura, Yoshihiro Ueda Studies in Science and Technology 5 2 179-184 2016/12
- Effect of sodium-glucose cotransporter-2 inhibitors on aldosterone-to-renin ratio in diabetic patients with hypertension: a retrospective observational study Toshitaka Sawamura, Shigehiro Karashima, Satoshi Nagase, Hidetaka Nambo, Eiko Shimizu, Takuya Higashitani, Daisuke Aono, Azusa Ohbatake, Mitsuhiro Kometani, Masashi Demura, Kenji Furukawa, Yoshiyu Takeda, Takashi Yoneda BMC Endocr Disord 2020/11
- Sensor-based human activity recognition using a deep learning model focusing on multi-layer Takeru Miyoshi, Makoto Koshino, Hidetaka Nambo Proceedings of the 23rd Asia Pacific Industrial Engineering and Management Systems 291-293 2023/10
- Prognostic prediction by 3D convolutional neural network on PET-CT images of multiple myeloma patients Koichiro Daidai, Takeshi Yoroidaka, Shigehiro Karashima, Toshihiro Miyamoto, Toshiki Terao, Kotaro Yoshida, Kosei Matsue, Takeshi Yamashita, Ryoichi Murata, Hiroyuki Takamatsu, Hidetaka Nambo Proceedings of the 23rd Asia Pacific Industrial Engineering and Management Systems 309-310 2023/10
- Tsunami tide prediction in shallow water using recurrent neural networks: model implementation in the Indonesia Tsunami Early Warning System Willy Dharmawan, Mery Diana, Beti Tuntari, I. Made Astawa, Sasono Rahardjo, Hidetaka Nambo Journal of Reliable Intelligent Environment 2023/11
- Plant biopotential sensing based on generative adversarial networks for environmental anomaly detection H.Zhao, Nambo H IEEE Sensors Journal 23 23 29793-29803 2023/10
- A hyperaldosteronism subtypes predictive model using ensemble learning Shigehiro Karashima, Masaki Kawakami, Hidetaka Nambo, Mitsuhiro Kometani, Isao Kurihara, Takamasa Ichijo, Takuyuki Katabami, Mika Tsuiki, Norio Wada, Kenji Oki, Yoshihiro Ogawa, Ryuji Okamoto, Kouichi Tamura, Nobuya Inagaki, Takanobu Yoshimoto, Hiroki Kobayashi, Miki Kakutani, Megumi Fujita, Shoichiro Izawa, Tetsuya Suwa, Kohei Kamemura, Masanobu Yamada, Akiyo Tanabe, Mitsuhide Naruse, JPAS/JRAS Study Group Scientific Reports 13 3043 2023/02
- Dynamic Path Planning for Unmanned Surface Vehicles with a Modified Neuronal Genetic Algorithm Hamid, Nur, Willy Dharmawan, Hidetaka Nambo Applied System Innovation 6 6 109 2023/11
- Comprehensive Steroid Assay with Non-Targeted Analysis Using Liquid Chromatography Ion Mobility Mass Spectrometry Yamakawa M, Karashima S, Takata R, Haba T, Kuroiwa K, Touyama H, Hashimoto A, Konishi S, Aono D, Kometani M, Nambo H, Yoneda T, Osaka I International Journal of Molecular Sciences 23 22 23858 2022/11
- Proposal of 3D elevator for skyscraper buildings Haruhiko Kimura, Kazuya Okada, Takashi Oyabu, Shigeki Hirobayashi, Hidetaka Nambo Studies in Science and Technology 13 1 77-81 2024/06
- Prediction and causal inference of cardiovascular and cerebrovascular diseases based on lifestyle questionnaires Nambo R, Karashima S, Mizoguchi R, Konishi S, Hashimoto A, Aono D, Kometani M, Furukawa K, Yoneda T, Imamura K, Nambo H Scientific Reports 14 1 2024/05
- A proposal of automated valet parking system using automatic pallet Funase S, Shimauchi T, Nambo H, Kimura H Studies in Science and Technology 11 2 147-150 2022/12
- Good impression of Japan and tourism-purpose ratio of visitors from mainland China, South Korea, and Taiwan Oyabu T, Nambo H, Ban H, Sawada A, Liu A, Kimura H. Journal of Global Tourism Research 7 1 69-74 2022/06
- How to Move Automatic Pallets to Improve the Time Efficiency of Exiting in Automated Valet Parking Shinichi Funase, Haruhiko Kimura, and Hidetaka Nambo Sensors and Materials 35 7 2229-2239 2023/07
- A Variational AutoEncoder (VAE)-based Deep Learning Anomaly Detection Model for Industrial Products with Dynamic Weights Assigned to Loss Function Shunta Nakata,Takehiro Kasahara, and Hidetaka Nambo Sensors and Materials 35 7 2241-2264 2023/07
- Proposal of VAE-Based Deep Learning Anomaly Detection Model for Industrial Products Shunta Nakata, Takehiro Kasahara, Hidetaka Nambo Proceedings of the Sixteenth International Conference on Management Science and Engineering Management – Volume 1 1 336-349 2022/07
- Application of 3D Convolutional Neural Networks and Explainable Artificial Intelligence to Whole-Body Magnetic Resonance Imaging of Patients with Multiple Myeloma to Predict Prognosis Kento Morita, Hiroyuki Takamatsu, Toshiki Terao, Takeshi Yamashita, Shigehiro Karashima, Kotaro Yoshida, Ryoichi Murata, Toshihiro Miyamoto, Kosei Matsue, and Hidetaka Nambo Proceedings of the 22nd Asia Pacific Industrial Engineering and Management Systems OTH020 2022/11
- Protein-Ligand Pair Interaction Prediction Using Wide Resnet For Virtual Drug Screening Willy Dharmawan, Pham Thi Loc, Nur Hamid, Hidetaka Nambo Proceedings of the 22nd Asia Pacific Industrial Engineering and Management Systems OTH023 2022/11
- A VAE-based Deep Learning Anomaly Detection Model for Industrial Products with Heuristically Exploration Each Term Ratio of the Loss Function Shunta Nakata, Takehiro Kasahara, Hidetaka Nambo Proceedings of the 22nd Asia Pacific Industrial Engineering and Management Systems IEM079 2022/11
- A proposal of parking location determination method to realize high time-efficient exit operations in automated valet parking using automatic pallets Shinichi Funase, Toshihiko Shimauchi, Haruhiko Kimura, Hidetaka Nambo International Journal of Engineering and Technical Research 12 2 1-8 2022/12
- Evaluating tubulointerstitial compartments in renal biopsy specimens using a deep learning-based approach for classifying normal and abnormal tubules Hara S, Haneda E, Kawakami M, Morita K, Nishioka R, Zoshima T, Kometani M, Yoneda T, Kawano M, Karashima S, Nambo H PLoS ONE 23 2 171-182 2022/07
- Implementation of the LSTM Algorithm Hyperparameter Tuning Model on the IoT Device Dataset Hasri Akbar Awal Rozaq, Imam Tahyudin, Bambang Pilu Hartato, Berlilana, Hidetaka Nambo Journal of Optoelectronics Laser 41 7 525-534 2022/07
- SARIMA-LSTM Combination For COVID-19 Case Modeling Tahyudin I, Wahyudi R, Nambo H IIUM Engineering Journal 23 2 171-182 2022/07
- Explainable Machine Learning for Atrial Fibrillation in the General Population Using a Generalized Additive Model― A Cross-Sectional Study ― (1) M.Kawakami, S.Karashima, K.Morita, H.Tada, H.Okada, D.Aono, M.Kometani, A.Nomura, M.Demura, K.Furukawa, T.Yoneda, H.Nambo, M.Kawashiri Circulation Reports 4 2 73-82 2022/02
- Recognising and predicting gait cycle states for weight-reducing exoskeleton robots using deep learning Hanqing Zhao, Hidetaka Nambo International Journal of Mechatronics and Automation 9 1 2022/01
- Impact of salt intake on urinary albumin excretion in patients with type 2 diabetic nephropathy: a retrospective cohort study based on a generalized additive model Yuka Kotake, Shigehiro Karashima, Masaki Kawakami, Satoshi Hara, Daisuke Aono, Seigo Konishi, Mitsuhiro Kometani, Hiroyuki Mori, Yoshiyu Takeda, Takashi Yoneda, Hidetaka Nambo Endocrine journal 2021/12
- Infection status of COVID-19 in Japan and utilization of vaccine passport for overseas travel Takashi Oyabu, Hidetaka Nambo, Haruhiko Kimura, Aijun Liu Journal of Global Tourism Research 6 6 151-156 2021/10
Conference Presentations
- Comparison of error function and anomaly score calculation area in image inspection of industrial products(conference：The 2020 IEICE General Conference)(2020/03)
- Water Sensing in Living Field(conference：The 2019 Annual Meeting of the IEEJ)(2019/03)
- Human Sensor System using Bioelectric Potential of Living Plants and CNN(conference：The 34th SENSOR SYMPOSIUM on Sensors, Micromachines and Applied System)(2017/10)
- Comparison of Deep Learning Method on Sensing System using Bioelectric Potential of Living Plant(conference：The 35th SENSOR SYMPOSIUM on Sensors, Micromachines and Applied System)(2018/10)
- Comparison of Deep Learing Algorithms for Indoor Monitoring using Bioelectric Potential of Living Plants(conference：The 3rd International Conference on Information Technology, Information System and Electrical Engineering)(2018/11/13)
- Detection of Sleep Apnea Syndrome using Self-Attention LSTM(conference：The 2019 IEICE General Conference)(2019/03)
- Vibration Anomaly Detection of Machine Tool using AutoEncoder(conference：The 2019 IEICE General Conference)(2019/03)
- SAS Detection from Image and Sound Data with LSTM recurrent neural network(conference：The 2018 IEICE General Conference)(2018/03)
- Semiconductor visual inspection using generative adversarial network(conference：The 2018 IEICE General Conference)(2018/03)
Others
- Design of a Diagnosis Flowchart for Distinguishing School Phobias S.Kuwano, H.Nambo, H.Kimura, S.Kajiwara, K.Abe 2129-2134 2008/12
- Bioelectric Potential and Communication T.Oyabu, T.Katsube, Y.Hasegawa, K.Nakamura, H.Matsuoka, M.Saito, S.Hirobayashi, H.Nambo KAIBUNDO 2009//4
Arts and Fieldwork
Patent
Theme to the desired joint research
Grant-in-Aid for Scientific Research
○「癒しを追求したペットロボットに関する研究」(2007-)
○「癒し型ペットロボットの触覚センサによる飼い主判別手法の開発」(2008-)
○「生産システムの高汎用性を実現する先進的トヨタ生産システムの開発」(2011-2015)
○「個人の癖や好みに合わせた適応型コンピュータ操作支援システムの開発」(2010-)
○「居住者の安心・安全を確保する個人識別機能をもつドアノブの開発」(2009-)
○「オンライン特定保健指導・オンライン診療におけるPHR 活用による行動変容に関する研究」(2020-2020)
○「植物センサを用いた深層学習による屋内異常検知システムの開発」(2021-2023)
○「植物センサと植物とのコミュニケーションによる健康管理システムの構築」(2020-2022)
○「植物センサエージェントを用いた室内モニタリングシステム」(2017-2019)
○「生産グローバル化に伴う先進的生産システムの開発」(2012-2016)
○「生産グローバル化に伴う先進的生産システムの開発」(2013-2017)
○「生産グローバル化に伴う先進的生産システムの開発」(2014-2018)
○「生産グローバル化に伴う先進的生産システムの開発」(2015-2019)
○「心と体の負担を考慮した植物生体電位による居住者の室内振る舞い推定システム」(2014-2016)
Competitive research funding,Contribution
Collaborative research,Consignment study
Classes (Bachelors)
○Information theory(2018)
○Information and Computer System Engineering Laboratory 2(2018)
○Artificial Intelligence(2018)
○Information theory B(2018)
○Information theory A(2018)
○Database System B(2018)
○Database System A(2018)
○Information and Computer System Engineering Laboratory 2(2017)
○Computer Literacy(2017)
○Database System(2017)
○Computer Science and Information Processing(2017)
○Artificial Intelligence(2017)
○Information theory(2017)
○Information theory(2017)
○Information Science(2016)
○Information Science(2016)
○Database System(2016)
○Information and Computer System Engineering Laboratory 2(2016)
○Information theory(2016)
○Information and Computer System Engineering Laboratory 2(2013)
Classes (Graduate Schools)
○Advanced Data Mining(2018)
○Data Minings(2018)
○Data Minings(2018)
○Advanced Data Mining(2017)
○Data Minings(2017)
○Data Minings(2016)
○Advanced Data Mining(2016)
○advanced datelining(2015)