Self-Organized handover parameter configuration for LTE. - Stephen S. Mwanje; Nauman Zia; Andreas Mitschele-Thiel (ISWCS, 2012)

A Q-Learning strategy for LTE mobility Load Balancing. - Stephen S. Mwanje; Andreas Mitschele-Thiel (PIMRC, 2013)

Minimizing Handover Performance Degradation Due to LTE Self Organized Mobility Load Balancing. - Stephen S. Mwanje; Andreas Mitschele-Thiel (VTC Spring, 2013)

Distributed cooperative Q-learning for mobility-sensitive handover optimization in LTE SON. - Stephen S. Mwanje; Andreas Mitschele-Thiel (ISCC, 2014)

Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON. - Usama Sallakh; Stephen S. Mwanje; Andreas Mitschele-Thiel (ISCC, 2014)

A policy based conflict resolution mechanism for MLB and MRO in LTE self-optimizing networks. - Nauman Zia; Stephen S. Mwanje; Andreas Mitschele-Thiel (ISCC, 2014)

RSS based cell fingerprint patterns and algorithms for cell identification in the context of self-organized energy saving. - Elke Roth-Mandutz; Stephen S. Mwanje; Andreas Mitschele-Thiel (MobiQuitous, 2014)

Q-CE: Self-organized Cognitive Engine based on Q-learning. - Ali H. Mahdi; Zeeshan Ansar; Stephen S. Mwanje; Oleksandr Artemenko; Andreas Mitschele-Thiel (WCNC Workshops, 2014)

Cell Identification based on Received Signal Strength Fingerprints: Concept and Application towards Energy Saving in Cellular Networks. - Elke Roth-Mandutz; Stephen S. Mwanje; Andreas Mitschele-Thiel (EAI Endorsed Trans. Mob. Commun. Appl., 2014)

On the limits of PCI auto configuration and reuse in 4G/5G ultra dense networks. - Stephen S. Mwanje; Janne Ali-Tolppa; Henning Sanneck (CNSM, 2015)

An improved anomaly detection in mobile networks by using incremental time-aware clustering. - Borislava Gajic; Szabolcs Nováczki; Stephen S. Mwanje (IM, 2015)

STS: Space-time scheduling for coordinating self-organization network functions in LTE. - Stephen S. Mwanje; Andreas Mitschele-Thiel (IM, 2015)

Concurrent cooperative games for coordinating SON functions in cognitive cellular networks. - Stephen S. Mwanje; Andreas Mitschele-Thiel (IM, 2015)

A Framework for Cell-Association Auto Configuration of Network Functions in Cellular Networks. - Stephen S. Mwanje; Janne Ali-Tolppa; Tsvetko Tsvetkov (MONAMI, 2015)

A Scoring Method for the Verification of Configuration Changes in Self-Organizing Networks. - Szabolcs Nováczki; Tsvetko Tsvetkov; Henning Sanneck; Stephen S. Mwanje (MONAMI, 2015)

Fluid capacity for energy saving management in multi-layer ultra-dense 4G/5G cellular networks. - Stephen S. Mwanje; Janne Ali-Tolppa (CNSM, 2016)

Network management automation in 5G: Challenges and opportunities. - Stephen S. Mwanje; Guillaume Decarreau; Christian Mannweiler; Muhammad Naseer ul Islam; Lars-Christoph Schmelz (PIMRC, 2016)

Cognitive Cellular Networks: A Q-Learning Framework for Self-Organizing Networks. - Stephen S. Mwanje; Lars-Christoph Schmelz; Andreas Mitschele-Thiel (IEEE Trans. Netw. Serv. Manag., 2016)

Layer-independent PCI assignment method for Ultra-Dense multi-layer co-channel mobile Networks. - Stephen S. Mwanje; Janne Ali-Tolppa (IM, 2017)

Multiple resource reuse for D2D communication with uniform interference in 5G cellular networks. - Abubaker-Matovu Waswa; Dariush M. Soleymani; Stephen S. Mwanje; Jens Mueckenheim; Andreas Mitschele-Thiel (PIMRC, 2017)

Opportunistic and Partial Random Resource Reuse for Multiple D2D Communication in Cellular Networks. - Abubaker-Matovu Waswa; Stephen S. Mwanje; Jens Mueckenheim; Andreas Mitschele-Thiel (ICUMT, 2018)

Towards Cognitive Autonomous Networks in 5G. - Stephen S. Mwanje; Christian Mannweiler (Kaleidoscope, 2018)

Distributed energy saving management in multi-layer 4G/5G ultra-dense networks. - Stephen S. Mwanje; Janne Ali-Tolppa (WCNC Workshops, 2018)

Synchronized Cooperative Learning for Coordinating Cognitive Network Management Functions. - Stephen S. Mwanje; Henning Sanneck; Andreas Mitschele-Thiel (IEEE Trans. Cogn. Commun. Netw., 2018)

QoS-Aware Spectrum Sharing for D2D Communication in Cellular Networks. - Abubaker-Matovu Waswa; Stephen S. Mwanje; Jens Mueckenheim; Andreas Mitschele-Thiel (EuCNC, 2020)

Environment Modeling and Abstraction of Network States for Cognitive Functions. - Stephen S. Mwanje; Márton Kajó; Sayantini Majumdar; Georg Carle (NOMS, 2020)

Game theoretic Conflict Resolution Mechanism for Cognitive Autonomous Networks. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (SPECTS, 2020)

On the Necessity and Design of Coordination Mechanism for Cognitive Autonomous Networks. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (CoRR, 2020)

RAN Cognitive Controller. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (CoRR, 2020)

Modeling and Abstraction of Network and Environment States Using Deep Learning. - Stephen S. Mwanje; Marton Kajo; Janne Ali-Tolppa (IEEE Netw., 2020)

On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (CNSM, 2021)

An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (CNSM, 2021)

Optimal configuration determination in Cognitive Autonomous Networks. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (IM, 2021)

Machine-Learning-Based Predictive Handover. - Ahmed Masri; Teemu Veijalainen; Henrik Martikainen; Stephen S. Mwanje; Janne Ali-Tolppa; Márton Kajó (IM, 2021)

Neural Network-based Quantization for Network Automation. - Marton Kajo; Stephen S. Mwanje; Benedek Schultz; Georg Carle (CoRR, 2021)

Decorrelating Adversarial Nets for Clustering Mobile Network Data. - Marton Kajo; Janik Schnellbach; Stephen S. Mwanje; Georg Carle (CoRR, 2021)

On the implementation of Cognitive Autonomous Networks. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (Internet Technol. Lett., 2021)

A Service-Centric Q-Learning Algorithm for Mobility Robustness Optimization in LTE. - María Luisa Marí-Altozano; Stephen S. Mwanje; Salvador Luna-Ramírez; Matías Toril; Henning Sanneck; Carolina Gijón (IEEE Trans. Netw. Serv. Manag., 2021)

Contradiction Management in Intent-driven Cognitive Autonomous RAN. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (IFIP Networking, 2022)

Clustering Mobile Network Data with Decorrelating Adversarial Nets. - Márton Kajó; Janik Schnellbach; Stephen S. Mwanje; Georg Carle (NOMS, 2022)

Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks. - Márton Kajó; Janik Schnellbach; Stephen S. Mwanje; Georg Carle (NOMS, 2022)

Toward Control and Coordination in Cognitive Autonomous Networks. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (IEEE Trans. Netw. Serv. Manag., 2022)

Trust and Performance in Future AI-Enabled, Open, Multi-Vendor Network Management Automation. - Anubhab Banerjee; Stephen S. Mwanje; Georg Carle (IEEE Trans. Netw. Serv. Manag., 2023)