Yoshihiro Osakabe

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Decision Tree Construction

Associative Memory

Chemical Compounds

Principles Of Quantum Computing

Top Venues

IEICE Trans. Inf. Syst.

AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1)

Publications

Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara
QUBO-inspired Molecular Fingerprint for Chemical Property Prediction. CoRR (2023)
Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara
QUBO Decision Tree: Annealing Machine Extends Decision Tree Splitting. CoRR (2023)
Yoshihiro Osakabe, Akinori Asahara
Proposing Novel Extrapolative Compounds by Nested Variational Autoencoders. CoRR (2023)
Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara
QUBO Decision Tree: Annealing Machine Extends Decision Tree Splitting. ICKG (2022)
Yoshihiro Osakabe, Akinori Asahara
Proposing Novel High-Performance Compounds by Nested VAEs Trained Independently on Different Datasets. IEA/AIE (2022)
Akinori Asahara, Yoshihiro Osakabe, Karin Tsuda, Hidekazu Morita
Interactive Support System for Idea Divergence-Convergence Iteration. Big Data (2022)
Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara
QUBO-inspired Molecular Fingerprint for Chemical Property Prediction. Big Data (2022)
Yoshihiro Osakabe, Shigeo Sato, Hisanao Akima, Mitsunaga Kinjo, Masao Sakuraba
Learning Rule for a Quantum Neural Network Inspired by Hebbian Learning. IEICE Trans. Inf. Syst. (2) (2021)
Yoshihiro Osakabe, Akinori Asahara
MatVAE: Independently Trained Nested Variational Autoencoder for Generating Chemical Structural Formula. AAAI Spring Symposium: MLPS (2021)
Yoshihiro Osakabe, Akinori Asahara, Hidekazu Morita
Hitachi Materials Informatics Analytics Platform Assisting Rapid Development. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) (2020)
Yoshihiro Osakabe, Hisanao Akima, Masao Sakuraba, Mitsunaga Kinjo, Shigeo Sato
Quantum Associative Memory with Quantum Neural Network via Adiabatic Hamiltonian Evolution. IEICE Trans. Inf. Syst. (11) (2017)
Yoshihiro Osakabe, Shigeo Sato, Hisanao Akima, Masao Sakuraba, Mitsunaga Kinjo
Neuro-inspired quantum associative memory using adiabatic hamiltonian evolution. IJCNN (2017)