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Research Challenges for Network Function Virtualization - Re-Architecting Middlebox for High Performance and Efficient, Elastic and Resilient Platform to Create New Services

IEICE transactions on communications, 2018, Vol.E101.B (1), p.96-122

SHIOMOTO, Kohei

2018

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A novel network traffic prediction method based on a Bayesian network model for establishing the relationship between traffic and population

Annales des télécommunications, 2023-02, Vol.78 (1-2), p.53-70

2023

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Adaptive Virtual Network Topology Control Based on Attractor Selection

Journal of lightwave technology, 2010-06, Vol.28 (11), p.1720-1731

2010

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Network Intrusion Detection System Based on an Adversarial Auto-Encoder with Few Labeled Training Samples

Journal of network and systems management, 2023, Vol.31 (1), p.5, Article 5

Shiomoto, Kohei

2023

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Performance change with the number of training data: A case study on the binary classification of COVID-19 chest X-ray by using convolutional neural networks

Computers in biology and medicine, 2022-03, Vol.142, p.105251-105251, Article 105251

2022

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Evaluation of Effectiveness of Self-Supervised Learning in Chest X-Ray Imaging to Reduce Annotated Images

Journal of Imaging Informatics in Medicine, 2024-08, Vol.37 (4), p.1618-1624

2024

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Separating Predictable and Unpredictable Flows via Dynamic Flow Mining for Effective Traffic Engineering

IEICE transactions on communications, 2018-01, Vol.E101.B (2), p.538-547

2018

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Workflow Extraction for Service Operation Using Multiple Unstructured Trouble Tickets

IEICE Transactions on Information and Systems, 2018/04/01, Vol.E101.D(4), pp.1030-1041

2018

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Spatio-temporal factorization of log data for understanding network events

IEEE INFOCOM 2014 - IEEE Conference on Computer Communications, 2014, p.610-618

2014

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Intrusion Detection System using Semi-Supervised Learning with Adversarial Auto-encoder

NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, 2020, p.1-8

2020

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Evaluation of effectiveness of pre-training method in chest X-ray imaging using vision transformer

Computer methods in biomechanics and biomedical engineering., 2024-12, Vol.12 (1)

2024

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Network Event Extraction from Log Data with Nonnegative Tensor Factorization

IEICE transactions on communications, 2017-10, Vol.E100.B (10), p.1865-1878

2017

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Effective Flow Aggregation for Traffic Engineering

IEICE transactions on communications, 2015-10, Vol.E98.B (10), p.2049-2059

2015

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Traffic Engineering Based on Model Predictive Control

IEICE transactions on communications, 2015-01, Vol.E98.B (6), p.996-1007

2015

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Workflow extraction for service operation using multiple unstructured trouble tickets

IEEE/IFIP Network Operations and Management Symposium, 2016, p.652-658

2016

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Optical Plug and Play Technique for Automatic GMPLS Network Construction

IEICE transactions on communications, 2011, Vol.E94-B (7), p.1933-1943

2011

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Scalable Backup Configurations Creation for IP Fast Reroute

IEICE transactions on communications, 2011, Vol.E94-B (1), p.109-117

2011

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Separating predictable and unpredictable flows via dynamic flow mining for effective traffic engineering

2016 IEEE International Conference on Communications (ICC), 2016, p.1-7

2016

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SpliTable: Toward Routing Scalability through Distributed BGP Routing Tables

IEICE transactions on communications, 2011, Vol.E94-B (1), p.64-76

2011

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Policy Gradient-based Deep Reinforcement Learning for Deadline-aware Transfer over Wide Area Networks

2021 IEEE 7th International Conference on Network Softwarization (NetSoft), 2021, p.166-170

2021

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Optimization of input admissible traffic flow guaranteeing QoS

IEEE communications letters, 2009-01, Vol.13 (1), p.49-51

2009

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Network service orchestration standardization: A technology survey

Computer standards and interfaces, 2017-11, Vol.54, p.203-215

2017

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Traffic prediction for dynamic traffic engineering

Computer networks (Amsterdam, Netherlands : 1999), 2015-07, Vol.85, p.36-50

2015

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Approach to Network Science--Solving Complex Network Problems through an Interdisciplinary Approach

NTT Technical Review, 2015-09, Vol.13 (9), p.6-13

Shiomoto, Kohei

2015

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Call Admission Control Scheme Based on Statistical Information

IEICE transactions on communications, 2009, Vol.E92-B (4), p.1361-1364

2009

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Research Challenges for Network Function Virtualization - Re-Architecting Middlebox for High Performance and Efficient, Elastic and Resilient Platform to Create New Services

A novel network traffic prediction method based on a Bayesian network model for establishing the relationship between traffic and population

Adaptive Virtual Network Topology Control Based on Attractor Selection

Network Intrusion Detection System Based on an Adversarial Auto-Encoder with Few Labeled Training Samples

Performance change with the number of training data: A case study on the binary classification of COVID-19 chest X-ray by using convolutional neural networks

Evaluation of Effectiveness of Self-Supervised Learning in Chest X-Ray Imaging to Reduce Annotated Images

Separating Predictable and Unpredictable Flows via Dynamic Flow Mining for Effective Traffic Engineering

Workflow Extraction for Service Operation Using Multiple Unstructured Trouble Tickets

Spatio-temporal factorization of log data for understanding network events

Intrusion Detection System using Semi-Supervised Learning with Adversarial Auto-encoder

Evaluation of effectiveness of pre-training method in chest X-ray imaging using vision transformer

Network Event Extraction from Log Data with Nonnegative Tensor Factorization

Effective Flow Aggregation for Traffic Engineering

Traffic Engineering Based on Model Predictive Control

Workflow extraction for service operation using multiple unstructured trouble tickets

Optical Plug and Play Technique for Automatic GMPLS Network Construction

Scalable Backup Configurations Creation for IP Fast Reroute

Separating predictable and unpredictable flows via dynamic flow mining for effective traffic engineering

SpliTable: Toward Routing Scalability through Distributed BGP Routing Tables

Policy Gradient-based Deep Reinforcement Learning for Deadline-aware Transfer over Wide Area Networks

Optimization of input admissible traffic flow guaranteeing QoS

Network service orchestration standardization: A technology survey

Traffic prediction for dynamic traffic engineering

Approach to Network Science--Solving Complex Network Problems through an Interdisciplinary Approach

Call Admission Control Scheme Based on Statistical Information

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