Artificial intelligence based quality of transmission predictive model for cognitive optical networks

A novel optical image denoising technique using convolutional neural network and anisotropic diffusion for real-time surveillance applications

(2021) Prabhishek Singh et al.   Journal of Real-Time Image Processing

AI-Based Modeling and Monitoring Techniques for Future Intelligent Elastic Optical Networks

(2020) Xiaomin Liu et al.   Applied Sciences-Basel

An automated exploring and learning model for data prediction using balanced CA-SVM

(2020) S. Neelakandan et al.   Journal of Ambient Intelligence and Humanized Computing

Boosting label weighted extreme learning machine for classifying multi-label imbalanced data

(2020) Ke Cheng et al.   NEUROCOMPUTING

Shuffled Shepherd Optimization Method Simplified for Reducing the Parameter Dependency

(2020) Ali Kaveh et al.   Iranian Journal of Science and Technology-Transactions of Civil Engineering

Machine Learning Algorithms for Prediction of the Quality of Transmission in Optical Networks

(2020) Stanisław Kozdrowski et al.   Entropy

Optical image encryption based on quantum walks

(2020) Bassem Abd-El-Atty et al.   OPTICS AND LASERS IN ENGINEERING

An effect of big data technology with ant colony optimization based routing in vehicular ad hoc networks: Towards smart cities

(2019) S.K. Lakshmanaprabu et al.   JOURNAL OF CLEANER PRODUCTION

Accurate Quality of Transmission Estimation With Machine Learning

(2019) Ippokratis Sartzetakis et al.   Journal of Optical Communications and Networking

Application of Machine Learning in Fiber Nonlinearity Modeling and Monitoring for Elastic Optical Networks

(2019) Qunbi Zhuge et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Optical filtering penalty estimation using artificial neural network in elastic optical networks with cascaded reconfigurable optical add–drop multiplexers

(2019) Bo Zhang et al.   OPTICAL ENGINEERING

Transfer learning assisted deep neural network for OSNR estimation

(2019) Le Xia et al.   OPTICS EXPRESS

Learning Process for Reducing Uncertainties on Network Parameters and Design Margins

(2018) E. Seve et al.   Journal of Optical Communications and Networking

Machine-Learning Method for Quality of Transmission Prediction of Unestablished Lightpaths

(2018) Cristina Rottondi et al.   Journal of Optical Communications and Networking

Machine Learning Models for Estimating Quality of Transmission in DWDM Networks

(2018) Rui Manuel Morais et al.   Journal of Optical Communications and Networking

Artificial intelligence (AI) methods in optical networks: A comprehensive survey

(2018) Javier Mata et al.   Optical Switching and Networking

Using Machine Learning in Communication Networks [Invited]

(2018) David Côté   Journal of Optical Communications and Networking

Optical Performance Monitoring: A Review of Current and Future Technologies

(2016) Zhenhua Dong et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Design of Low-Margin Optical Networks

(2016) Yvan Pointurier   Journal of Optical Communications and Networking

QoT-aware adaptive adjustment of optical path transmission performance in software-defined optical network

(2015) Yanfang Hou et al.   ELECTRONICS LETTERS

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS