Takashi Onoda

Orcid: 0000-0003-4806-4276

According to our database1, Takashi Onoda authored at least 50 papers between 1995 and 2024.

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Bibliography

2024
Group Importance Estimation Method Based on Group LASSO Regression.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
Identification of Ground Fault Causes in Distribution Lines for Large-Scale Power Customers Using Machine Learning.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023

Outlier Detection Method for Equipment Onboard Merchant Vessels.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

SVM Based Maximum Power Consumption Excess Forecast Alert for Large-Scale Power Consumers.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

2021
Industry-Academia Research Collaborations in the Post-corona Era: A Case Study of Remote Operations in a Japanese State-of-the-Art Research Facility.
Proceedings of the Advances in the Human Side of Service Engineering, 2021

2019
Enhancing Security for Voltage Control of Distribution Systems Under Data Falsification Attacks.
Proceedings of the 2019 American Control Conference, 2019

2018
An Interactive Independent Topic Analysis for a Mass Document Review Service.
Rev. Socionetwork Strateg., 2018

2016
Detection of Cyber Attacks Against Voltage Control in Distribution Power Grids With PVs.
IEEE Trans. Smart Grid, 2016

Probabilistic models-based intrusion detection using sequence characteristics in control system communication.
Neural Comput. Appl., 2016

Interactive Independent Topic Analysis for Service.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2014
On detection of cyber attacks against voltage control in distribution power grids.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

2013
Comparative Analysis of Relevance for SVM-Based Interactive Document Retrieval.
J. Adv. Comput. Intell. Intell. Informatics, 2013

Constrained Clustering Based on Semantic Information.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2013

Selection of Sensors that Influence Trouble Condition Sign Discovery based on a One-class Support Kernel Machine for Hydroelectric Power Plants.
Proceedings of the IJCCI 2013, 2013

2012
Independence based clustering.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Analysis of Intrusion Detection in Control System Communication Based on Outlier Detection with One-Class Classifiers.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Clustering Based on Independent Component.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

2011
Independent Component Analysis Based Seeding Method for K-Means Clustering.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

2010
Careful Seeding Based on Independent Component Analysis for k-Means Clustering.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

2009
Trouble condition sign discovery based on support vector machines for hydroelectric power plants.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Interactive Abnormal Condition Sign Discovery for Hydroelectric Power Plants.
Proceedings of the New Frontiers in Applied Data Mining, 2008

Interactive Trouble Condition Sign Discovery for Hydroelectric Power Plants.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Comparison of Performance for SVM Based Relevance Feedback Document Retrieval in Several Vector Space Models.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Unusual condition monitoring based on support vector machines for hydroelectric power plants.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
SVM-based Interactive Document Retrieval with Active Learning.
New Gener. Comput., 2007

One-Class SVM based Unusual Condition Monitoring for Risk Management of Hydroelectric Power Plants.
Proceedings of the International Joint Conference on Neural Networks, 2007

Comparison of Learning Performance and Retrieval Performance for Support Vector Machines Based Relevance Feedback Document Retrieval.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

2006
Unusual Condition Detection of Bearing Vibration in Hydroelectric Power Plants for Risk Management.
Proceedings of the New Frontiers in Artificial Intelligence, 2006

Non-Relevance Feedback Document Retrieval based on One Class SVM and SVDD.
Proceedings of the International Joint Conference on Neural Networks, 2006

Unusual Condition Mining for Risk Management of Hydroelectric Power Plants.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Active Learning with Support Vector Machines in the Relevance Feedback Document Retrieval.
Proceedings of the Ninth International Conference on Control, 2006

One Class Classification Methods Based Non-Relevance Feedback Document Retrieval.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Support Vector Machines Based Active Learning for the Relevance Feedback Document Retrieval.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005
Development of System for Crossarm Reuse Judgment on the Basis of Classification of Rust Images Using Support Vector Machine.
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

An One Class Classification Approach to Non-relevance Feedback Document Retrieval.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Comparison of Pattern Classification Methods in System for Crossarm Reuse Judgement on the Basis of Rust Images.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

Non-Relevance Feedback for Document Retrieval.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004
Document Retrieval Using Feedback of Non-relevant Documents.
Proceedings of the New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31, 2004

Distortion-Based Visualization for Long-Term Continuous Acoustic Monitoring.
Proceedings of the 10th IEEE Symposium on Information Visualization (InfoVis 2004), 2004

2003
Relevance Feedback Document Retrieval Using Support Vector Machines.
Proceedings of the Active Mining, Second International Workshop, 2003

2001
Soft Margins for AdaBoost.
Mach. Learn., 2001

Applying Kernel Based Subspace Classification to a Non-intrusive Monitoring for Household Electric Appliances.
Proceedings of the Artificial Neural Networks, 2001

2000
Robust Ensemble Learning for Data Mining.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Barrier Boosting.
Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000

1999
v-Arc: Ensemble Learning in the Presence of Outliers.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998
Regularizing AdaBoost.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

An Improvement of AdaBoost to Avoid Overfitting.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997
Information Criterion for Acquisition of Optimal Internal Representation in Neural Networks.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996
Experimental analysis of generalization capability based on information criteria.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
Neural network information criterion for the optimal number of hidden units.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995


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