Marton Kajo

According to our database, Marton Kajo authored at least 14 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Machine Intuition in Mobile Network Automation (Maschinelle Intuition in Mobilfunknetzautomatisierung)

Márton Kajó

PhD thesis, 2023

2022

A unified service-based capability exposure framework for closed-loop network automation.

Marco Gramaglia, Marton Kajo, Christian Mannweiler, Ömer Bulakci, Qing Wei

Trans. Emerg. Telecommun. Technol., 2022

Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks.

Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Clustering Mobile Network Data with Decorrelating Adversarial Nets.

Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

2021

Decorrelating Adversarial Nets for Clustering Mobile Network Data.

Marton Kajo, Janik Schnellbach, Stephen S. Mwanje, Georg Carle

CoRR, 2021

Neural Network-based Quantization for Network Automation.

Marton Kajo, Stephen S. Mwanje, Benedek Schultz, Georg Carle

CoRR, 2021

Machine-Learning-Based Predictive Handover.

Ahmed Masri, Teemu Veijalainen, Henrik Martikainen, Stephen S. Mwanje, Janne Ali-Tolppa, Márton Kajó

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2020

Modeling and Abstraction of Network and Environment States Using Deep Learning.

Stephen S. Mwanje, Marton Kajo, Janne Ali-Tolppa

IEEE Netw., 2020

Environment Modeling and Abstraction of Network States for Cognitive Functions.

Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle

Proceedings of the NOMS 2020, 2020

Deep Clustering of Mobile Network Data with Sparse Autoencoders.

Márton Kajó, Benedek Schultz, Georg Carle

Proceedings of the NOMS 2020, 2020

Mobility and QoS Prediction for Dynamic Coverage Optimization.

Janne Ali-Tolppa, Márton Kajó

Proceedings of the NOMS 2020, 2020

2018

Equal-volume quantization of mobile network data using bounding spheres and boxes.

Marton Kajo, Benedek Schultz, Janne Ali-Tolppa, Georg Carle

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Self-Healing and Resilience in Future 5G Cognitive Autonomous Networks.

Janne Ali-Tolppa, Szilard Kocsis, Benedek Schultz, Levente Bodrog, Marton Kajo

Proceedings of the 2018 ITU Kaleidoscope: Machine Learning for a 5G Future, 2018

2016

A robust algorithm for anomaly detection in mobile networks.

Levente Bodrog, Marton Kajo, Szilard Kocsis, Benedek Schultz

Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016