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A practical approach to novel class discovery in tabular data

Data mining and knowledge discovery, 2024-07, Vol.38 (4), p.2087-2116

2024

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Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks

IEEE access, 2021, Vol.9, p.90488-90499

2021

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Optimal BBU Placement for 5G C-RAN Deployment Over WDM Aggregation Networks

Journal of lightwave technology, 2016-04, Vol.34 (8), p.1963-1970

2016

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Fixed and mobile convergence: which role for optical networks?

Journal of optical communications and networking, 2015-11, Vol.7 (11), p.1075-1083

2015

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Efficient search of combinatorial maps using signatures

Theoretical computer science, 2011-03, Vol.412 (15), p.1392-1405

2011

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An Interactive Interface for Novel Class Discovery in Tabular Data

Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, p.295-299

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Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis

IEEE journal on selected areas in communications, 2007-06, Vol.25 (5), p.949-962

2007

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Optical fiber transport systems and networks: fundamentals and prospects

Comptes rendus. Physique, 2008-11, Vol.9 (9), p.914-934

2008

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Model-Based Probabilistic Reasoning for Self-Diagnosis of Telecommunication Networks: Application to a GPON-FTTH Access Network

Journal of network and systems management, 2017-07, Vol.25 (3), p.558-590

2017

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Frequent Submap Discovery

Combinatorial Pattern Matching, p.429-440

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A Method for Discovering Novel Classes in Tabular Data

2022 IEEE International Conference on Knowledge Graph (ICKG), 2022, p.265-274

2022

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Energy consumption of ICT infrastructures: An operator's viewpoint

2012 38th European Conference and Exhibition on Optical Communications, 2012, p.1-3

2012

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Stochastic Backpropagation through Fourier Transforms

2021 29th European Signal Processing Conference (EUSIPCO), 2021, p.1476-1480

2021

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Multi-Criteria Comparison Between Legacy and Next Generation Point of Presence Broadband Network Architectures

Advances in computer science (Tehran, Iran), 2015-05, Vol.4 (3), p.126-140

2015

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An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks

2020 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2020, p.258-265

2020

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Dynamic reallocation of SLA parameters in passive optical network based on clustering analysis

2018 21st Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2018, p.1-8

2018

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Signatures of Combinatorial Maps

Combinatorial Image Analysis, p.370-382

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A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networks

2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2016, p.1-5

2016

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Tutorial on Key Drivers and Technologies for Future Optical Networks

2006 European Conference on Optical Communications, 2006, p.1-70

2006

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Efficient search of combinatorial maps using signatures: Theoretical Computer Science Issues in Image Analysis and Processing

Theoretical computer science, 2011, Vol.412 (15), p.1392-1405

2011

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Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks

2017 International Conference on Optical Network Design and Modeling (ONDM), 2017, p.1-3

2017

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Next-Generation PoP with Functional Convergence Redistributions

Fiber-Wireless Convergence in Next-Generation Communication Networks, 2017, p.319-336

2017

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Optical fiber transport systems and networks : fundamentals and prospects : Recent advances in optical telecommunication

Comptes rendus. Physique, 2008, Vol.9 (9-10), p.914-934

2008

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A tutorial on the EM algorithm for Bayesian networks: Application to self-diagnosis of GPON-FTTH networks

2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016, p.369-376

2016

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BBU placement over a WDM aggregation network considering OTN and overlay fronthaul transport

2015 European Conference on Optical Communication (ECOC), 2015, p.1-3

2015

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A practical approach to novel class discovery in tabular data

Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks

Optimal BBU Placement for 5G C-RAN Deployment Over WDM Aggregation Networks

Fixed and mobile convergence: which role for optical networks?

Efficient search of combinatorial maps using signatures

An Interactive Interface for Novel Class Discovery in Tabular Data

Survivable MPLS Over Optical Transport Networks: Cost and Resource Usage Analysis

Optical fiber transport systems and networks: fundamentals and prospects

Model-Based Probabilistic Reasoning for Self-Diagnosis of Telecommunication Networks: Application to a GPON-FTTH Access Network

Frequent Submap Discovery

A Method for Discovering Novel Classes in Tabular Data

Energy consumption of ICT infrastructures: An operator's viewpoint

Stochastic Backpropagation through Fourier Transforms

Multi-Criteria Comparison Between Legacy and Next Generation Point of Presence Broadband Network Architectures

An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks

Dynamic reallocation of SLA parameters in passive optical network based on clustering analysis

Signatures of Combinatorial Maps

A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networks

Tutorial on Key Drivers and Technologies for Future Optical Networks

Efficient search of combinatorial maps using signatures: Theoretical Computer Science Issues in Image Analysis and Processing

Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks

Next-Generation PoP with Functional Convergence Redistributions

Optical fiber transport systems and networks : fundamentals and prospects : Recent advances in optical telecommunication

A tutorial on the EM algorithm for Bayesian networks: Application to self-diagnosis of GPON-FTTH networks

BBU placement over a WDM aggregation network considering OTN and overlay fronthaul transport

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