野崎ゆうじ

業績など

1. 学術雑誌

   1. 1. Kamohara C, Nakajima M, Nozaki Y, Ieda T, Kawamura K, Horikoshi K, Miyahara R, Akiba C, Ogino I, Karagiozov KL, Miyajima M, Kondo A and Sakamoto M (2024) A new test for evaluation of marginal cognitive function deficits in idiopathic normal pressure hydrocephalus through expressing texture recognition by sound symbolic words. Front. Aging Neurosci. 16:1456242. doi: 10.3389/fnagi.2024.1456242.

      2.  Yuji Nozaki, Takamichi Nakamoto. “An Olfactory Sensor Array for Predicting Chemical Odor Characteristics from Mass Spectra with Deep Learning”, Biomimetic Sensing, Humana, New York, NY, Vol. Methods in Molecular Biology2027, pp. 29-47, July 2019.

      3. Yuji Nozaki, Takamichi Nakamoto, “Predictive modeling for odor character of a chemical using machine learning combined with natural language processing”, PLOS ONE, 13(6): e0198475, Jan 2018

      4. Yuji Nozaki, Tobi Delbruck, “Temperature and Parasitic Photocurrent Effects in Dynamic Vision Sensors”, IEEE Transactions on Electron Devices, 64(8), pp 3239-3245, Aug 2017

      5. Yuji Nozaki, Takamichi Nakamoto, “Itakura-Saito distance based autoencoder for dimensionality reduction of mass spectra”, Chemometics and Intelligent Laboratory Systems, 167, pp 63-68, May, 2017

      6.  Yuji Nozaki, Takamichi Nakamoto, “Odor impression prediction from mass spectra”, PLOS ONE, 11(6): e0157030, Jun, 2016

2. 国際会議プロシーディングス等

   1. 1. Soki Arai, Yuki Yamamoto, Yuji Nozaki, Haruka Matsukura, Maki Sakamoto, "A Dataset for Estimating Participant Inspiration in Meetings toward AI-Based Meeting Support System to Improve Worker Wellbeing",  AAAI Spring Symposia 2024: 338-339

      2. Yuna Iki, Yuji Nozaki, Haruka Matsukura, Maki Sakamoto, “Impression prediction of package design using features of fonts and colors “ AAAI 2023 Spring Symposium Series: Socially Responsible AI for Well-being, March 2023

      3. Yuki Eda, Haruka Matsukura, Yuji Nozaki, Maki Sakamoto, “Detection of odor-related objects in images based on everyday odors in Japan”, AAAI 2023 Spring Symposium Series: Socially Responsible AI for Well-being, March 2023

      4. Shota Miyoshi, Yuji Nozaki, Maki Sakamoto, “Generation of Infographics Considering Information Recipients”, JSAI 202: Advances in Artificial Intelligence, pp 94-105, Feb 2022 (Post proceedings)

      5. Nozaki, Y., Watanabe, S., Sakamoto, M. (2021). Sound Symbolic Words as a Game Controller. Human-Computer Interaction. Interaction Techniques and Novel Applications. HCII 2021. Lecture Notes in Computer Science(), vol 12763. Springer, Cham. https://doi.org/10.1007/978-3-030-78465-2_5

      6. Yuji Nozaki, Masato, Konno, Koichi Yamagata, Maki Sakamoto, “A New Way of Making Advertising Copies: Image as Input”, JSAI-isAI 2019: New Frontiers in Artificial Intelligence pp 402-411, Sep 2020 (Post proceedings)

      7. Yuji Nozaki, Prasetyawan Dani, Tanoy Debnath, Takamichi Nakamoto. “Classification of Essential Oil Groups with Ensemble of Binary SVM Decision Trees”, The 17th IMCS2018, pp. 909-910, July 2018.

      8. Yuji Nozaki, Takamichi Nakamoto, “Evaluation of Improvement Effect of Dimensionality Reduction by Deep Learning Technique for Odor Impression Prediction”, International Meeting on Chemical Sensors, A-111, Jeju, Korea, July, 2016

      9. Yuji Nozaki, Takamichi Nakamoto, “Odor character prediction from mass spectra of chemical utilizing data of sensory evaluation using binary verbal”, International Symposium on Olfaction and Taste, p2-072, Yokohama, Jun, 2016.

      10. Yuji Nozaki, Takamichi Nakamoto, “Nonlinear dimensionality reduction of mass spectrometry data for odor sensing”, IEEE MFI, DOI: 7295807, California, USA, Oct, 2015

      11. Yuji Nozaki, F.Yoshino, B.Wyszynski and T.Nakamoto,”Improved teleolfaction system using Android tablets, IUMRS-International Conference in Asia, B8-O26-007, Jul, Fukuoka,2014