Yoan Miché

According to our database, Yoan Miché authored at least 91 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

The Evolution of Networks and Management in a 6G World: An Inventor's View.

Gerald M. Karam, Markus Gruber, Iris Adam, François Boutigny, Yoan Miche, Sarit Mukherjee

IEEE Trans. Netw. Serv. Manag., December, 2022

Guest Editorial: Trust, Security and Privacy of 6G.

Zheng Yan, Laurence T. Yang, Tieyan Li, Yoan Miche, Shui Yu, Stephen S. Yau

IEEE Netw., 2022

2021

Security policies definition and enforcement utilizing policy control function framework in 5G.

German Peinado Gomez, Jordi Mongay Batalla, Yoan Miche, Silke Holtmanns, Constandinos X. Mavromoustakis, George Mastorakis, Noman Haider

Comput. Commun., 2021

2019

Per-sample prediction intervals for extreme learning machines.

Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse

Int. J. Mach. Learn. Cybern., 2019

ELM-SOM+: A continuous mapping for visualization.

Renjie Hu, Karl Ratner, Edward R. Ratner, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse

Neurocomputing, 2019

Incremental ELMVIS for unsupervised learning.

Anton Akusok, Emil Eirola, Yoan Miche, Ian Oliver, Kaj-Mikael Björk, Andrey Gritsenko, Stephen Baek, Amaury Lendasse

CoRR, 2019

A Framework for Privacy Quantification: Measuring the Impact of Privacy Techniques Through Mutual Information, Distance Mapping, and Machine Learning.

Yoan Miche, Wei Ren, Ian Oliver, Silke Holtmanns, Amaury Lendasse

Cogn. Comput., 2019

Prototyping a Digital Twin for Real Time Remote Control Over Mobile Networks: Application of Remote Surgery.

Heikki Laaki, Yoan Miche, Kari Tammi

IEEE Access, 2019

Spiking networks for improved cognitive abilities of edge computing devices.

Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa Leal, Yoan Miche, Renjie Hu, Amaury Lendasse

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Secure Keying Scheme for Network Slicing in 5G Architecture.

Pawani Porambage, Yoan Miche, Aapo Kalliola, Madhusanka Liyanage, Mika Ylianttila

Proceedings of the 2019 IEEE Conference on Standards for Communications and Networking, 2019

2018

Mobile Subscriber Profile Data Privacy Breach via 4G Diameter Interconnection.

Silke Holtmanns, Ian Oliver, Yoan Miche

J. ICT Stand., 2018

Adaptive and online network intrusion detection system using clustering and Extreme Learning Machines.

Setareh Roshan, Yoan Miche, Anton Akusok, Amaury Lendasse

J. Frankl. Inst., 2018

Extreme Learning Machines for VISualization+R: Mastering Visualization with Target Variables.

Andrey Gritsenko, Anton Akusok, Stephen Baek, Yoan Miche, Amaury Lendasse

Cogn. Comput., 2018

Anomaly-Based Intrusion Detection Using Extreme Learning Machine and Aggregation of Network Traffic Statistics in Probability Space.

Buse Gul Atli, Yoan Miche, Aapo Kalliola, Ian Oliver, Silke Holtmanns, Amaury Lendasse

Cogn. Comput., 2018

Network Intrusion Detection Using Flow Statistics.

Buse Gul Atli, Yoan Miche, Alexander Jung

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

A Testbed for Trusted Telecommunications Systems in a Safety Critical Environment.

Ian Oliver, Aapo Kalliola, Silke Holtmanns, Yoan Miche, Gabriela Limonta, Borger Vigmostad, Kiti Müller

Proceedings of the Computer Safety, Reliability, and Security, 2018

A Model for Metricising Privacy and Legal Compliance.

Ian Oliver, Yoan Miche, Wei Ren

Proceedings of the 11th International Conference on the Quality of Information and Communications Technology, 2018

ELM-SOM: A Continuous Self-Organizing Map for Visualization.

Renjie Hu, Venous Roshdibenam, Hans J. Johnson, Emil Eirola, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Security Wrapper Orchestration in Cloud.

Aapo Kalliola, Shankar Lal, Kimmo Ahola, Ian Oliver, Yoan Miche, Tuomas Aura

Proceedings of the 13th International Conference on Availability, Reliability and Security, 2018

2017

Advances in extreme learning machines (ELM2015).

Amaury Lendasse, Chi-Man Vong, Kar-Ann Toh, Yoan Miche, Guang-Bin Huang

Neurocomputing, 2017

Adding reliability to ELM forecasts by confidence intervals.

Anton Akusok, Andrey Gritsenko, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse

Neurocomputing, 2017

Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's Disease.

Anton Akusok, Emil Eirola, Kaj-Mikael Björk, Yoan Miché, Hans J. Johnson, Amaury Lendasse

Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

Experiences in Trusted Cloud Computing.

Ian Oliver, Silke Holtmanns, Yoan Miche, Shankar Lal, Leo Hippeläinen, Aapo Kalliola, Sowmya Ravidas

Proceedings of the Network and System Security - 11th International Conference, 2017

Subscriber Profile Extraction and Modification via Diameter Interconnection.

Silke Holtmanns, Yoan Miche, Ian Oliver

Proceedings of the Network and System Security - 11th International Conference, 2017

Testbed for security orchestration in a network function virtualization environment.

Aapo Kalliola, Shankar Lal, Kimmo Ahola, Ian Oliver, Yoan Miche, Silke Holtmanns

Proceedings of the 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2017

Advanced query strategies for Active Learning with Extreme Learning Machines.

Anton Akusok, Emil Eirola, Yoan Miché, Andrey Gritsenko, Amaury Lendasse

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces.

Wei Ren, Yoan Miche, Ian Oliver, Silke Holtmanns, Kaj-Mikael Björk, Amaury Lendasse

Proceedings of the Machine Learning and Knowledge Extraction, 2017

Practical Estimation of Mutual Information on Non-Euclidean Spaces.

Yoan Miche, Ian Oliver, Wei Ren, Silke Holtmanns, Anton Akusok, Amaury Lendasse

Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016

Extreme learning machine for missing data using multiple imputations.

Dusan Sovilj, Emil Eirola, Yoan Miche, Kaj-Mikael Björk, Rui Nian, Anton Akusok, Amaury Lendasse

Neurocomputing, 2016

Advances in extreme learning machines (ELM2014).

Amaury Lendasse, Chi-Man Vong, Yoan Miche, Guang-Bin Huang

Neurocomputing, 2016

Singular Value Decomposition update and its application to (Inc)-OP-ELM.

Alexander Grigorievskiy, Yoan Miche, Maarit Käpylä, Amaury Lendasse

Neurocomputing, 2016

Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification.

Maite Termenon, Manuel Graña, Alexandre Savio, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse

Neurocomputing, 2016

ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines.

Anton Akusok, Stephen Baek, Yoan Miché, Kaj-Mikael Björk, Rui Nian, Paula Lauren, Amaury Lendasse

Neurocomputing, 2016

On the Development of a Metric for Quality of Information Content over Anonymised Data-Sets.

Ian Oliver, Yoan Miché

Proceedings of the 10th International Conference on the Quality of Information and Communications Technology, 2016

A new application of machine learning in health care.

Kaj-Mikael Björk, Emil Eirola, Yoan Miché, Amaury Lendasse

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Combined nonlinear visualization and classification: ELMVIS++C.

Andrey Gritsenko, Anton Akusok, Yoan Miché, Kaj-Mikael Björk, Stephen Baek, Amaury Lendasse

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A R-SOM Analysis of the Link between Financial Market Conditions and a Systemic Risk Index Based on ICA-Factors of Systemic Risk Measures.

Patrick Kouontchou, Amaury Lendasse, Yoan Miché, Alejandro Modesto, Peter Sarlin, Bertrand Maillet

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Data Anonymization as a Vector Quantization Problem: Control Over Privacy for Health Data.

Yoan Miché, Ian Oliver, Silke Holtmanns, Aapo Kalliola, Anton Akusok, Amaury Lendasse, Kaj-Mikael Björk

Proceedings of the Availability, Reliability, and Security in Information Systems, 2016

2015

Meme representations for game agents.

Yoan Miche, Meng-Hiot Lim, Amaury Lendasse, Yew-Soon Ong

World Wide Web, 2015

SOM-ELM - Self-Organized Clustering using ELM.

Yoan Miché, Anton Akusok, David Veganzones, Kaj-Mikael Björk, Eric Séverin, Philippe du Jardin, Maite Termenon, Amaury Lendasse

Neurocomputing, 2015

Advances in Extreme Learning Machines (ELM2013).

Amaury Lendasse, Qing He, Yoan Miché, Guang-Bin Huang

Neurocomputing, 2015

Minimal Learning Machine: A novel supervised distance-based approach for regression and classification.

Amauri Holanda de Souza Júnior, Francesco Corona, Guilherme De A. Barreto, Yoan Miché, Amaury Lendasse

Neurocomputing, 2015

Binary/ternary extreme learning machines.

Mark van Heeswijk, Yoan Miche

Neurocomputing, 2015

MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model.

Anton Akusok, David Veganzones, Yoan Miché, Kaj-Mikael Björk, Philippe du Jardin, Eric Séverin, Amaury Lendasse

Neurocomputing, 2015

Arbitrary Category Classification of Websites Based on Image Content.

Anton Akusok, Yoan Miche, Juha Karhunen, Kaj-Mikael Björk, Rui Nian, Amaury Lendasse

IEEE Comput. Intell. Mag., 2015

High-Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications.

Anton Akusok, Kaj-Mikael Björk, Yoan Miché, Amaury Lendasse

IEEE Access, 2015

Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli Naive Bayes.

Luiza Sayfullina, Emil Eirola, Dmitry Komashinsky, Paolo Palumbo, Yoan Miché, Amaury Lendasse, Juha Karhunen

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models.

Emil Eirola, Andrey Gritsenko, Anton Akusok, Kaj-Mikael Björk, Yoan Miche, Dusan Sovilj, Rui Nian, Bo He, Amaury Lendasse

Proceedings of the Advances in Computational Intelligence, 2015

Efficient Skin Segmentation via Neural Networks: HP-ELM and BD-SOM.

C. Swaney, Anton Akusok, Kaj-Mikael Björk, Yoan Miché, Amaury Lendasse

Proceedings of the INNS Conference on Big Data 2015, 2015

Towards a Tomographic Index of Systemic Risk Measures.

Kaj-Mikael Björk, Patrick Kouontchou, Amaury Lendasse, Yoan Miché, Bertrand Maillet

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

Some dangers from 2G networks legacy support and a possible mitigation.

Dare Abodunrin, Yoan Miche, Silke Holtmanns

Proceedings of the 2015 IEEE Conference on Communications and Network Security, 2015

2014

Long-term time series prediction using OP-ELM.

Alexander Grigorievskiy, Yoan Miche, Anne-Mari Ventelä, Eric Séverin, Amaury Lendasse

Neural Networks, 2014

Bankruptcy prediction using Extreme Learning Machine and financial expertise.

Qi Yu, Yoan Miche, Eric Séverin, Amaury Lendasse

Neurocomputing, 2014

Ensemble delta test-extreme learning machine (DT-ELM) for regression.

Qi Yu, Mark van Heeswijk, Yoan Miche, Rui Nian, Bo He, Eric Séverin, Amaury Lendasse

Neurocomputing, 2014

Extreme learning machine towards dynamic model hypothesis in fish ethology research.

Rui Nian, Bo He, Bing Zheng, Mark van Heeswijk, Qi Yu, Yoan Miche, Amaury Lendasse

Neurocomputing, 2014

Advances in extreme learning machines (ELM2012).

Amaury Lendasse, Qing He, Yoan Miche, Guang-Bin Huang

Neurocomputing, 2014

Fast Face Recognition Via Sparse Coding and Extreme Learning Machine.

Bo He, Dongxun Xu, Rui Nian, Mark van Heeswijk, Qi Yu, Yoan Miche, Amaury Lendasse

Cogn. Comput., 2014

A Two-Stage Methodology Using K-NN and False-Positive Minimizing ELM for Nominal Data Classification.

Anton Akusok, Yoan Miche, Jozsef Hegedus, Rui Nian, Amaury Lendasse

Cogn. Comput., 2014

Finding Originally Mislabels with MD-ELM.

Anton Akusok, David Veganzones, Yoan Miché, Eric Séverin, Amaury Lendasse

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Compressive ELM: Improved Models through Exploiting Time-Accuracy Trade-Offs.

Mark van Heeswijk, Amaury Lendasse, Yoan Miché

Proceedings of the Engineering Applications of Neural Networks, 2014

2013

Regularized extreme learning machine for regression with missing data.

Qi Yu, Yoan Miche, Emil Eirola, Mark van Heeswijk, Eric Séverin, Amaury Lendasse

Neurocomputing, 2013

Feature selection for nonlinear models with extreme learning machines.

Benoît Frénay, Mark van Heeswijk, Yoan Miche, Michel Verleysen, Amaury Lendasse

Neurocomputing, 2013

Extreme Learning Machines.

Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu

IEEE Intell. Syst., 2013

Extreme Learning Machine: A Robust Modeling Technique? Yes!

Amaury Lendasse, Anton Akusok, Olli Simula, Francesco Corona, Mark van Heeswijk, Emil Eirola, Yoan Miche

Proceedings of the Advances in Computational Intelligence, 2013

Minimal Learning Machine: A New Distance-Based Method for Supervised Learning.

Amauri Holanda de Souza Júnior, Francesco Corona, Yoan Miche, Amaury Lendasse, Guilherme A. Barreto, Olli Simula

Proceedings of the Advances in Computational Intelligence, 2013

Forecasting Financial Markets with Classified Tactical Signals.

Patrick Kouontchou, Amaury Lendasse, Yoan Miché, Bertrand Maillet

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Visualizing dependencies of spectral features using mutual information.

Andrej Gisbrecht, Yoan Miché, Barbara Hammer, Amaury Lendasse

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012

Fast variable selection for memetracker phrases time series prediction.

Yoan Miche, Tatiana Chistiakova, Anton Akusok, Amaury Lendasse, Rui Nian, Alberto Guillén

Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

2011

TROP-ELM: A double-regularized ELM using LARS and Tikhonov regularization.

Yoan Miche, Mark van Heeswijk, Patrick Bas, Olli Simula, Amaury Lendasse

Neurocomputing, 2011

GPU-accelerated and parallelized ELM ensembles for large-scale regression.

Mark van Heeswijk, Yoan Miche, Erkki Oja, Amaury Lendasse

Neurocomputing, 2011

Methodology for Behavioral-based Malware Analysis and Detection Using Random Projections and K-Nearest Neighbors Classifiers.

Jozsef Hegedus, Yoan Miche, Alexander Ilin, Amaury Lendasse

Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

2010

Developing fast machine learning techniques with applications to steganalysis problems.

Yoan Miche

PhD thesis, 2010

OP-ELM: optimally pruned extreme learning machine.

Yoan Miche, Antti Sorjamaa, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse

IEEE Trans. Neural Networks, 2010

OPELM and OPKNN in long-term prediction of time series using projected input data.

Dusan Sovilj, Antti Sorjamaa, Qi Yu, Yoan Miche, Eric Séverin

Neurocomputing, 2010

OP-KNN: Method and Applications.

Qi Yu, Yoan Miché, Antti Sorjamaa, Alberto Guillén, Amaury Lendasse, Eric Séverin

Adv. Artif. Neural Syst., 2010

Interpreting Extreme Learning Machine as an Approximation to an Infinite Neural Network.

Elina Parviainen, Jaakko Riihimäki, Yoan Miche, Amaury Lendasse

Proceedings of the KDIR 2010, 2010

Machine Learning Techniques based on Random Projections.

Yoan Miche, Benjamin Schrauwen, Amaury Lendasse

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs.

Yoan Miche, Emil Eirola, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse, Michel Verleysen

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Solving Large Regression Problems using an Ensemble of GPU-accelerated ELMs.

Mark van Heeswijk, Yoan Miche, Erkki Oja, Amaury Lendasse

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Ensembles of Locally Linear Models: Application to Bankruptcy Prediction.

Laura Kainulainen, Qi Yu, Yoan Miche, Emil Eirola, Eric Séverin, Amaury Lendasse

Proceedings of The 2010 International Conference on Data Mining, 2010

2009

Reliable Steganalysis Using a Minimum Set of Samples and Features.

Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, Olli Simula

EURASIP J. Inf. Secur., 2009

Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database.

Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin, Amaury Lendasse

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Efficient Parallel Feature Selection for Steganography Problems.

Alberto Guillén, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction.

Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, Amaury Lendasse

Proceedings of the Artificial Neural Networks, 2009

A faster model selection criterion for OP-ELM and OP-KNN: Hannan-Quinn criterion.

Yoan Miche, Amaury Lendasse

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Long-term prediction of time series using NNE-based projection and OP-ELM.

Antti Sorjamaa, Yoan Miche, Robert Weiss, Amaury Lendasse

Proceedings of the International Joint Conference on Neural Networks, 2008

OP-ELM: Theory, Experiments and a Toolbox.

Yoan Miche, Antti Sorjamaa, Amaury Lendasse

Proceedings of the Artificial Neural Networks, 2008

Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling.

Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM.

Yoan Miche, Patrick Bas, Christian Jutten, Olli Simula, Amaury Lendasse

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Advantages of Using Feature Selection Techniques on Steganalysis Schemes.

Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, Olli Simula

Proceedings of the Computational and Ambient Intelligence, 2007

2006

A Feature Selection Methodology for Steganalysis.

Yoan Miche, Benoit Roue, Amaury Lendasse, Patrick Bas

Proceedings of the Multimedia Content Representation, 2006