Hayato Ohwada

Orcid: 0000-0001-5621-6984

According to our database1, Hayato Ohwada authored at least 101 papers between 1984 and 2024.

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Bibliography

2024
Deep Learning-Based Indoor Localization Using Wireless Sensor Network: An Efficient Approach for Livestock Monitoring.
Vietnam. J. Comput. Sci., July, 2024

2023
Automated Cattle Behavior Classification Using Wearable Sensors and Machine Learning Approach.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2023

Development of Machine Learning Model for Selecting the 1st Coil in the Treatment of Cerebral Aneurysms by Coil Embolization.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Financial Distress Model Prediction Using Machine Learning: A Case Study on Indonesia's Consumers Cyclical Companies.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Interpreting Arrhythmia Classification Using Deep Neural Network and CAM-Based Approach.
Proceedings of the 6th International Conference on Computational Biology and Bioinformatics, 2022

ECG Signal Classification Using Recurrence Plot-Based Approach and Deep Learning for Arrhythmia Prediction.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
Advances in Hybrid Evolutionary Algorithms for Fuzzy Flexible Job-shop Scheduling: State-of-the-Art Survey.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Individual identification model and method for estimating social rank among herd of dairy cows using YOLOv5.
Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

2020
A Preliminary Study on Reaching Position Estimation Model for the Subtle Action Disruption.
Proceedings of the HCI International 2020 - Late Breaking Papers: Universal Access and Inclusive Design, 2020

Discriminative Model for Identifying Motion Primitives Based on Virtual Reality-Based IADL.
Proceedings of the HCI International 2020 - Late Breaking Papers: Universal Access and Inclusive Design, 2020

Predicting Cerebral Aneurysm Rupture by Gradient Boosting Decision Tree using Clinical, Hemodynamic, and Morphological Information.
Proceedings of 35th International Conference on Computers and Their Applications, 2020

Early Detection Method for Subclinical Mastitis in Auto Milking Systems Using Machine Learning.
Proceedings of the 19th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2020

2019
A parallel multi-objective genetic algorithm with learning based mutation for railway scheduling.
Comput. Ind. Eng., 2019

Classification Model for Cerebral Aneurysm Rupture Prediction using Medical and Blood-flow-simulation Data.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

Statistical Analysis of Micro-error Occurrence Probability for the Fitts' Law-Based Pointing Task.
Proceedings of the Human Interface and the Management of Information. Visual Information and Knowledge Management, 2019

Predicting Cow's Delivery Using Movement and Position Data Based on Machine Learning.
Proceedings of 34th International Conference on Computers and Their Applications, 2019

2018
Automatic Measurement and Determination of Body Condition Score of Cows Based on 3D Images Using CNN.
J. Robotics Mechatronics, 2018

An Analysis of Motion Transition in Subtle Errors using Inductive Logic Programming: A Case Study in Approaches to Mild Cognitive Impairment.
Int. J. Softw. Sci. Comput. Intell., 2018

Classification of CSR Using Latent Dirichlet Allocation and Analysis of the Relationship Between CSR and Corporate Value.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2018

Comparison of Feature Selection Methods to Classify Inhibitors in DUD-E Database.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Application of Data Mining Classification in Job-Changing.
Proceedings of the 10th International Conference on Machine Learning and Computing, 2018

Regression Models and Ranking Method for p53 Inhibitor Candidates Using Machine Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

New Survival Prediction System for Terminal Patients based on Machine Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Ranking Methods of Candidates for p53 Inhibitors Considering Cytotoxicity Using Machine Learning.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Practical Feature Selection for Lung Cancer Gene Detection.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Deep 3D Convolutional Neural Network Architectures for Alzheimer's Disease Diagnosis.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017
Special issue on inductive logic programming.
Mach. Learn., 2017

Comparison Between Selective Sampling and Random Undersampling for Classification of Customer Defection Using Support Vector Machine.
J. Comput. Sci., 2017

Gene Selection from Microarray Data for Alzheimer's Disease Using Random Forest.
Int. J. Softw. Sci. Comput. Intell., 2017

Parallel Inductive Logic Programming System for Superlinear Speedup.
Proceedings of the Inductive Logic Programming - 27th International Conference, 2017

The Early Detection of Subclinical Ketosis in Dairy Cows Using Machine Learning Methods.
Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Analysis of CSR activities Affecting Corporate Value Using Machine Learning.
Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Extracting Rules for Successful Conditions for Artificial Insemination in Dairy Cattle Using Inductive Logic Programming.
Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Generating Rules of Action Transition in Errors in Daily Activities from a Virtual Reality-Based Training Data.
Proceedings of the Human Interface and the Management of Information: Supporting Learning, Decision-Making and Collaboration, 2017

Discovering Rules of Subtle Deficits Indicating Mild Cognitive Impairment Using Inductive Logic Programming.
Proceedings of the Human Interface and the Management of Information: Supporting Learning, Decision-Making and Collaboration, 2017

Feature Extraction based on Touch Interaction Data in Virtual Reality-based IADL for Characterization of Mild Cognitive Impairment.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 2: HUCAPP, Porto, Portugal, February 27, 2017

Extraction of disease-related genes from PubMed paper using word2vec.
Proceedings of the 8th International Conference on Computational Systems-Biology and Bioinformatics, 2017

Proposal of application method of Inductive Logic Programming to microarray data.
Proceedings of the 8th International Conference on Computational Systems-Biology and Bioinformatics, 2017

Predicting radiation protection and toxicity of p53 targeting radioprotectors using machine learning.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

Early diagnosis of mild cognitive impairment: A case study in approaches to inductive-logic programming.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016
Extracting Rules for Decreasing Body Fat Mass Using Various Classifiers from Daily Lifestyle Habits Data.
Int. J. Softw. Sci. Comput. Intell., 2016

Clustering Finger Motion Data from Virtual Reality-Based Training to Analyze Patients with Mild Cognitive Impairment.
Int. J. Softw. Sci. Comput. Intell., 2016

Combining Feature Selection with Decision Tree Criteria and Neural Network for Corporate Value Classification.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2016

Various Classifiers to Investigate the Relationship Between CSR Activities and Corporate Value.
Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

Implementing Majority Voting Rule to Classify Corporate Value Based on Environmental Efforts.
Proceedings of the Data Mining and Big Data, First International Conference, 2016

Finding Unknown Disease-Related Genes by Comparing Random Forest Results to Secondary Data in Medical Science Study.
Proceedings of the 7th International Conference on Computational Systems-Biology and Bioinformatics, 2016

Function Prediction of Disease-Related Long Intergenic Non-Coding RNA Using Random Forest.
Proceedings of the 7th International Conference on Computational Systems-Biology and Bioinformatics, 2016

Recursive Ensemble Land Cover Classification with Little Training Data and Many Classes.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

Improving Behavior Prediction Accuracy by Using Machine Learning for Agent-Based Simulation.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

Inductive Logic Programming: Challenges.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Extracting time-oriented relationships of nutrients to losing body fat mass using inductive logic programming.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

Finding a disease-related gene from microarray data using random forest.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

Utilizing finger movement data to cluster patients with everyday action impairment.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015
Yet Another Parallel Hypothesis Search for Inverse Entailment.
Proceedings of the Late Breaking Papers of the 25th International Conference on Inductive Logic Programming, 2015

Extracting rules to detect cognitive distractions through driving simulation.
Proceedings of the Late Breaking Papers of the 25th International Conference on Inductive Logic Programming, 2015

Extracting the Common Structure of Compounds to Induce Plant Immunity Activation using ILP.
Proceedings of the Late Breaking Papers of the 25th International Conference on Inductive Logic Programming, 2015

Prediction of radioprotectors targeting p53 for suppression of acute effect of cancer radiotherapy using machine learning.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

ILP based screening applied to predicting carbonic anhydrase II ligands.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Incorporating Temporal Discretization into Naïve Bayes Learning for Classifying a Driver's Cognitive Load.
Int. J. Comput. Their Appl., 2014

A Cognitive Engineering Design of a Smart Phone Information Appliance with Improved Usability.
Int. J. Softw. Sci. Comput. Intell., 2014

Route-Planning Algorithms for Amusement-Park Navigation.
Int. J. Softw. Sci. Comput. Intell., 2014

Utilizing Customers' Purchase and Contract Renewal Details to Predict Defection in the Cloud Software Industry.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2014

Customer Lifetime Value and Defection Possibility Prediction Model Using Machine Learning: An Application to a Cloud-Based Software Company.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

Extracting tendency and stability from time series and random forest for classifying a car driver's cognitive load.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013
Flexible route planning for amusement parks navigation.
Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012
Identifying Important Factors for Future Contribution of Wikipedia Editors.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

Extraction of How-to Type Question-Answering Sentences Using Query Sets.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

Identifying Driver's Cognitive Load Using Inductive Logic Programming.
Proceedings of the Inductive Logic Programming - 22nd International Conference, 2012

Creative Problem Solving by Concept Generation Using Relation Structure.
Proceedings of the Late Breaking Papers of the 22nd International Conference on Inductive Logic Programming, 2012

A smart phone information appliance for improved usability.
Proceedings of the 11th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2012

2011
Using Machine-Generated Soft Constraints for Roster Problems.
Proceedings of the Latest Advances in Inductive Logic Programming, 2011

Toward Finding Semantic Relations not Written in a Single Sentence: An Inference Method using Auto-Discovered Rules.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010
Shill Bidder Detection for Online Auctions.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Large scale similarity-based relation expansion.
Proceedings of the 4th International Universal Communication Symposium, 2010

2008
ItemSpider: Social Networking Service That Extracts Personal Character from Individual's Book Information.
Proceedings of the Knowledge Acquisition: Approaches, 2008

Proximity Scoring Using Sentence-Based Inverted Index for Practical Full-Text Search.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2008

2005
Detecting and Revising Misclassifications Using ILP.
Proceedings of the Discovery Science, 8th International Conference, 2005

Extracting Common Concepts from WordNet to Classify Documents.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2003
Integrating information visualization and retrieval for WWW information discovery.
Theor. Comput. Sci., 2003

2000
Concurrent Execution of Optimal Hypothesis Search for Inverse Entailment.
Proceedings of the Inductive Logic Programming, 10th International Conference, 2000

Integrating Information Visualization and Retrieval for Discovering Internet Sources.
Proceedings of the Discovery Science, 2000

1999
Smart Office Robot Collaboration Based on Multi-Agent Programming.
Artif. Intell., 1999

Acquiring Graphic Design Knowledge with Nonmonotonic Inductive Learning.
Proceedings of the Inductive Logic Programming, 9th International Workshop, 1999

Parallel Execution for Speeding Up Inductive Logic Programming Systems.
Proceedings of the Discovery Science, 1999

Collaboration Between Robotic Agents at the Smart Office.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999

1998
Learning First-Order Rules from Image Applied to Glaucoma Diagnosis.
Proceedings of the PRICAI'98, 1998

Towards Agent-Oriented Smart Office Based on Concurrent Logic Languages.
Proceedings of the PRICAI'98, 1998

Time-Constrained HeuristicSearch for Practical Route Finding.
Proceedings of the PRICAI'98, 1998

Logic specifications for multiple robots based on a current programming language.
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998

Web-based communication and control for multiagent robots.
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998

A Multiagent Robot Language for Communication and Concurrency Control.
Proceedings of the Third International Conference on Multiagent Systems, 1998

Incorporating a Navigation Tool into a WWW Browser.
Proceedings of the Discovery Science, 1998

1996
Learning Rules That Classify Ocular Fundus Images for Glaucoma Diagnosis.
Proceedings of the Inductive Logic Programming, 6th International Workshop, 1996

1995
Constrained Relative Least General Generalization for Inducing Constraint Logic Programs.
New Gener. Comput., 1995

Personalized Mail Agent Using Inductive Logic Programming.
Proceedings of the Machine Intelligence 15, 1995

1990
A Constraint Logic Programming Approach for Maintaining Consistency in User-Interface Design.
Proceedings of the Logic Programming, Proceedings of the 1990 North American Conference, Austin, Texas, USA, October 29, 1990

1988
An Examination for Applicability of FGHC: The Experience of Designing Qualitative Reasoning System.
Proceedings of the International Conference on Fifth Generation Computer Systems, 1988

1987
Qualitative Simulation in Parallel Logic Programming.
Proceedings of the 1987 Symposium on Logic Programming, San Francisco, California, USA, August 31, 1987

Managing Search in Parallel Logic Programming.
Proceedings of the Logic Programming '87, 1987

CS-Prolog: A Generalized Unification Based Constraint Solver.
Proceedings of the Logic Programming '87, 1987

1984
LOOKS: Knowledge Representation System for Designing Expert Systems in a Logic Programming Framework.
Proceedings of the International Conference on Fifth Generation Computer Systems, 1984


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