Naoaki Ono

Orcid: 0000-0002-7722-055X

According to our database1, Naoaki Ono authored at least 52 papers between 1999 and 2024.

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Bibliography

2024
Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single Training.
CoRR, 2024

2023
Pre-training of Molecular GNNs as Conditional Boltzmann Generator.
CoRR, 2023

Variational Autoencoding Molecular Graphs with Denoising Diffusion Probabilistic Model.
CoRR, 2023

Utilizing Contrastive Predictive Coding for the Detection of Epilepsy in EEG Data.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Investigating Potential Natural Antibiotics Plants Based on Unani Formula Using Supervised Network Analysis and Machine Learning Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Clustering analysis of soil microbial community at global scale.
Int. J. Bioinform. Res. Appl., 2022

Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network.
CoRR, 2022

A Stochastic Coding Method of EEG Signals for Sleep Stage Classification.
Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Reconciling of the distances in physical space and latent feature space for complex activity modeling.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

Algorithm Cocktail Approach for Predicting Body Constitution and Bias Recovery.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

Deep Learning-Based Sleep Staging with Acceleration and Heart Rate Data of a Consumer Wearable Device.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

Straightforward Clustering and Identification of Morphological-Level Pancreatic Carcinoma.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Feature Extraction and Unsupervised Clustering of Histopathological Images of Pancreatic Cancer Using Information Maximization.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Prediction of Potential Natural Antibiotics based on Jamu Formula Using Machine Learning Approach.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021
Kinematics approach with neural networks for early detection of sepsis (KANNEDS).
BMC Medical Informatics Decis. Mak., 2021

A Real-Time Portable IoT System for Telework Tracking.
Frontiers Digit. Health, 2021

The feasibility of predicting impending malignant ventricular arrhythmias by using nonlinear features of short heartbeat intervals.
Comput. Methods Programs Biomed., 2021

Development of a biomarker database toward performing disease classification and finding disease interrelations.
Database J. Biol. Databases Curation, 2021

Prediction of Body Constitutions through Life-Style for Health Guidance.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

An Approach to Construct and Validate TCM Dataset Effective against Bacterial Pneumonia.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

Feasibility Analysis of Symbolic Representation for Single-Channel EEG-Based Sleep Stages.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Exploring Feasibility of Truth-Involved Automatic Sleep Staging Combined with Transformer.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

An Integrated Multi-Omics Approach for AMR Phenotype Prediction of Gut Microbiota.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

An End-to-End Sleep Staging Simulator Based on Mixed Deep Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
BiClusO: A Novel Biclustering Approach and Its Application to Species-VOC Relational Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

iVAE: An Improved Deep Learning Structure for EEG Signal Characterization and Reconstruction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement.
Sensors, 2019

Classification of alkaloids according to the starting substances of their biosynthetic pathways using graph convolutional neural networks.
BMC Bioinform., 2019

The Feasibility of Arrhythmias Detection from A Capacitive ECG Measurement Using Convolutional Neural Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Cardiotoxicity Prediction Based on Integreted hERG Database with Molecular Convolution Model.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Inter Disease Relations Based on Human Biomarkers by Network Analysis.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Classification of lung adenocarcinoma transcriptome subtypes from pathological images using deep convolutional networks.
Int. J. Comput. Assist. Radiol. Surg., 2018

An integrative network-based approach to identify novel disease genes and pathways: a case study in the context of inflammatory bowel disease.
BMC Bioinform., 2018

Feature extraction and Cluster analysis of Pancreatic Pathological Image Based on Unsupervised Convolutional Neural Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2016
Integrated pathway-based transcription regulation network mining and visualization based on gene expression profiles.
J. Biomed. Informatics, 2016

2015
Evaluation of a noninvasive deep body thermometer in measurement of specific positions.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2012
Toward large-scale and dynamic social network analysis with heterogeneous sensors in ambient environment.
Proceedings of the 2012 IEEE Virtual Reality, 2012

Ambient Suite: Room-shaped information environment for interpersonal communication.
Proceedings of the 2012 IEEE Virtual Reality, 2012

2011
Quasi-realtime social network construction with heterogeneous sensors in ambient environment.
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology, 2011

Ambient Suite: enhancing communication among multiple participants.
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology, 2011

2009
Global/temporal gene expression analysis of Escherichia coli in the early stages of symbiotic relationship development with the cellular slime mold Dictyostelium discoideum.
Biosyst., 2009

Analysis of metabolic network based on conservation of molecular structure.
Biosyst., 2009

Model-based analysis of non-specific binding for background correction of high-density oligonucleotide microarrays.
Bioinform., 2009

2008
An improved physico-chemical model of hybridization on high-density oligonucleotide microarrays.
Bioinform., 2008

Quantitative expression analysis using oligonucleotide microarrays based on a physico-chemical model.
Proceedings of the 3rd International ICST Conference on Bio-Inspired Models of Network, 2008

2007
A Gap in the Community-Size Distribution of a Large-Scale Social Networking Site
CoRR, 2007

2005
Artificial Metabolic System: An Evolutionary Model for Community Organization in Metabolic Networks.
Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

2003
Several Necessary Conditions for the Evolution of Complex Forms of Life in an Artificial Environment.
Artif. Life, 2003

Cellular Evolution in a 3D Lattice Artificial Chemistry.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

2001
Artificial Chemistry: Computational Studies on the Emergence of Self-Reproducing Units.
Proceedings of the Advances in Artificial Life, 6th European Conference, 2001

1999
Model of Self-Replicating Cell Capable of Self-Maintenance.
Proceedings of the Advances in Artificial Life, 5th European Conference, 1999


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