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Books and Theses
- 2023
[b1]Márton Kajó:
Machine Intuition in Mobile Network Automation (Maschinelle Intuition in Mobilfunknetzautomatisierung). Technical University of Munich, Germany, 2023
Journal Articles
- 2022
- [j2]Marco Gramaglia
, Marton Kajo, Christian Mannweiler, Ömer Bulakci, Qing Wei:
A unified service-based capability exposure framework for closed-loop network automation. Trans. Emerg. Telecommun. Technol. 33(11) (2022) - 2020
- [j1]Stephen S. Mwanje, Marton Kajo, Janne Ali-Tolppa:
Modeling and Abstraction of Network and Environment States Using Deep Learning. IEEE Netw. 34(6): 8-13 (2020)
Conference and Workshop Papers
- 2022
- [c10]Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle:
Clustering Mobile Network Data with Decorrelating Adversarial Nets. NOMS 2022: 1-9 - [c9]Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle:
Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks. NOMS 2022: 1-7 - 2021
- [c8]Ahmed Masri, Teemu Veijalainen, Henrik Martikainen, Stephen S. Mwanje, Janne Ali-Tolppa, Márton Kajó:
Machine-Learning-Based Predictive Handover. IM 2021: 648-652 - 2020
- [c7]Janne Ali-Tolppa, Márton Kajó:
Mobility and QoS Prediction for Dynamic Coverage Optimization. NOMS 2020: 1-2 - [c6]Márton Kajó, Benedek Schultz, Georg Carle:
Deep Clustering of Mobile Network Data with Sparse Autoencoders. NOMS 2020: 1-6 - [c5]Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle:
Environment Modeling and Abstraction of Network States for Cognitive Functions. NOMS 2020: 1-8 - 2018
- [c4]Janne Ali-Tolppa, Szilard Kocsis, Benedek Schultz, Levente Bodrog, Marton Kajo:
Self-Healing and Resilience in Future 5G Cognitive Autonomous Networks. Kaleidoscope 2018: 1-8 - [c3]Marton Kajo, Benedek Schultz, Janne Ali-Tolppa, Georg Carle:
Equal-volume quantization of mobile network data using bounding spheres and boxes. NOMS 2018: 1-9 - 2016
- [c2]Márton Kajó, Szabolcs Nováczki:
A Genetic Feature Selection Algorithm for Anomaly Classification in Mobile Networks. ICIN 2016 - [c1]Levente Bodrog, Marton Kajo, Szilard Kocsis, Benedek Schultz:
A robust algorithm for anomaly detection in mobile networks. PIMRC 2016: 1-6
Informal and Other Publications
- 2021
- [i2]Marton Kajo, Stephen S. Mwanje, Benedek Schultz, Georg Carle:
Neural Network-based Quantization for Network Automation. CoRR abs/2103.04764 (2021) - [i1]Marton Kajo, Janik Schnellbach, Stephen S. Mwanje, Georg Carle:
Decorrelating Adversarial Nets for Clustering Mobile Network Data. CoRR abs/2103.08348 (2021)
Coauthor Index
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