Akinori Asahara

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 20

Top Topics

Sparse Representation

Chemical Compounds

Bayesian Modeling

Top Venues

AAAI Spring Symposium: MLPS

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)
Akinori Asahara, Hidekazu Morita, Kanta Ono, Masao Yano, Chiharu Mitsumata, Tetsuya Shoji, Kotaro Saito
Bayesian-Inference-based Inverse Estimation of Small Angle Scattering. AAAI Spring Symposium: MLPS (2021)
Yoshihiro Osakabe, Akinori Asahara
MatVAE: Independently Trained Nested Variational Autoencoder for Generating Chemical Structural Formula. AAAI Spring Symposium: MLPS (2021)
Akinori Asahara, Hidekazu Morita, Kanta Ono, Masao Yano, Tetsuya Shoji, Kotaro Saito, Chiharu Mitsumata
EM-algorithm Enpowers Material Science: Application of Inverse Estimation for Small Angle Scattering. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) (2020)
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)
Satoshi Kuwamoto, Yu Kitano, Akinori Asahara
Machine-learning-based People-flow Simulation for Facility Layout Planning. IEEE BigData (2020)
Yu Kitano, Satoshi Kuwamoto, Akinori Asahara
OD-network-based Pedestrian-path Prediction for People-flow Simulation. IEEE BigData (2019)
Takuya Kanazawa, Akinori Asahara, Hidekazu Morita
Accelerating small-angle scattering experiments with simulation-based machine learning. CoRR (2019)
Akinori Asahara, Hidekazu Morita, Chiharu Mitsumata, Kanta Ono, Masao Yano, Tetsuya Shoji
Early-Stopping of Scattering Pattern Observation with Bayesian Modeling. AAAI (2019)
Hideki Hayashi, Yuichi Ogawa, Natsuko Sugaya, Akinori Asahara, Hitoshi Tomita
Stream Geo-location Data Processing for Detecting Rescuers in a Large-scale Disaster. EM-GIS (2017)
Akinori Asahara, Hideki Hayashi
Quantity Distribution Search using Sparse Representation Generated with Kernel-based Regression. GISTAM (2017)
Akinori Asahara
Decomposition of pedestrian flow heatmap obtained with monitor-based tracking. IPIN (2017)
Hideki Hayashi, Akinori Asahara, Natsuko Sugaya, Yuichi Ogawa, Hitoshi Tomita
Composition of simulation data for large-scale disaster estimation. EM-GIS (2016)
Yoshihide Sekimoto, Akihito Sudo, Takehiro Kashiyama, Toshikazu Seto, Hideki Hayashi, Akinori Asahara, Hiroki Ishizuka, Satoshi Nishiyama
Real-time people movement estimation in large disasters from several kinds of mobile phone data. UbiComp Adjunct (2016)
Akinori Asahara, Hideki Hayashi, Nobuhiro Ishimaru, Ryosuke Shibasaki, Hiroshi Kanasugi
International standard "OGC® moving features" to address "4Vs" on locational bigdata. IEEE BigData (2015)
Akinori Asahara, Nobuo Sato, Masatsugu Nomiya
Pedestrian-Flow Analysis System for Improving Layout of Exhibitions. SSTD (2015)
Akinori Asahara, Nobuo Sato, Masatsugu Nomiya, Satomi Tsuji
LiDAR-based pedestrian-flow analysis for crowdedness equalization. SIGSPATIAL/GIS (2015)
Hideki Hayashi, Akinori Asahara, Natsuko Sugaya, Yuichi Ogawa, Hitoshi Tomita
Spatio-temporal join technique for disaster estimation in large-scale natural disaster. IWGS (2015)
Hideki Hayashi, Akinori Asahara, Natsuko Sugaya, Yuichi Ogawa, Hitoshi Tomita
Spatio-temporal similarity search method for disaster estimation. IEEE BigData (2015)
Akinori Asahara, Hideki Hayashi, Takashi Kai
Moving Point Density Estimation Algorithm Based on a Generated Bayesian Prior. ISPRS Int. J. Geo Inf. 4 (2) (2015)
Yaemi Teramoto, Akinori Asahara
Wireless LAN based indoor positioning using radio-signal strength distribution modeling. IPIN (2012)
Akinori Asahara, Kishiko Maruyama, Ryosuke Shibasaki
A mixed autoregressive hidden-markov-chain model applied to people's movements. SIGSPATIAL/GIS (2012)
Akinori Asahara, Kishiko Maruyama, Akiko Sato, Kouichi Seto
Pedestrian-movement prediction based on mixed Markov-chain model. GIS (2011)
Yaemi Teramoto, Akiko Sato, Akinori Asahara, Hitoshi Tomita
Indoor positioning based on radio signal strength distribution modeling using mirror image method. ISA (2011)
Akinori Asahara, Akiko Sato, Kishiko Maruyama
Evaluation of Trajectory Clustering Based on Information Criteria for Human Activity Analysis. Mobile Data Management (2009)
Akinori Asahara, Shigeru Shimada, Kishiko Maruyama
Macroscopic Structural Summarization of Road Networks for Mobile Traffic Information Services. MDM (2006)