Stephen S. Mwanje

43 papers B 17C 4Journal 12Unranked 10

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Trust and Performance in Future AI-Enabled, Open, Multi-Vendor Network Management Automation. IEEE Trans. Netw. Serv. Manag. Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2022	B	`conf`	Clustering Mobile Network Data with Decorrelating Adversarial Nets. NOMS Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle
2022	B	`conf`	Contradiction Management in Intent-driven Cognitive Autonomous RAN. IFIP Networking Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2022	B	`conf`	Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks. NOMS Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle
2022	J	`jnl`	Toward Control and Coordination in Cognitive Autonomous Networks. IEEE Trans. Netw. Serv. Manag. Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2021	J	`jnl`	A Service-Centric Q-Learning Algorithm for Mobility Robustness Optimization in LTE. IEEE Trans. Netw. Serv. Manag. María Luisa Marí-Altozano, Stephen S. Mwanje, Salvador Luna-Ramírez, Matías Toril, Henning Sanneck, Carolina Gijón
2021	B	`conf`	An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management. CNSM Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2021	J	`jnl`	Decorrelating Adversarial Nets for Clustering Mobile Network Data. CoRR Marton Kajo, Janik Schnellbach, Stephen S. Mwanje, Georg Carle
2021	B	`conf`	Machine-Learning-Based Predictive Handover. IM Ahmed Masri, Teemu Veijalainen, Henrik Martikainen, Stephen S. Mwanje, Janne Ali-Tolppa, Márton Kajó
2021	J	`jnl`	Neural Network-based Quantization for Network Automation. CoRR Marton Kajo, Stephen S. Mwanje, Benedek Schultz, Georg Carle
2021	B	`conf`	On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks. CNSM Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2021	J	`jnl`	On the implementation of Cognitive Autonomous Networks. Internet Technol. Lett. Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2021	B	`conf`	Optimal configuration determination in Cognitive Autonomous Networks. IM Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2020	B	`conf`	Environment Modeling and Abstraction of Network States for Cognitive Functions. NOMS Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle
2020	—	`conf`	Game theoretic Conflict Resolution Mechanism for Cognitive Autonomous Networks. SPECTS Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2020	J	`jnl`	Modeling and Abstraction of Network and Environment States Using Deep Learning. IEEE Netw. Stephen S. Mwanje, Marton Kajo, Janne Ali-Tolppa
2020	J	`jnl`	On the Necessity and Design of Coordination Mechanism for Cognitive Autonomous Networks. CoRR Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2020	—	`conf`	QoS-Aware Spectrum Sharing for D2D Communication in Cellular Networks. EuCNC Abubaker-Matovu Waswa, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel
2020	J	`jnl`	RAN Cognitive Controller. CoRR Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
2018	—	`conf`	Distributed energy saving management in multi-layer 4G/5G ultra-dense networks. WCNC Workshops Stephen S. Mwanje, Janne Ali-Tolppa
2018	—	`conf`	Opportunistic and Partial Random Resource Reuse for Multiple D2D Communication in Cellular Networks. ICUMT Abubaker-Matovu Waswa, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel
2018	J	`jnl`	Synchronized Cooperative Learning for Coordinating Cognitive Network Management Functions. IEEE Trans. Cogn. Commun. Netw. Stephen S. Mwanje, Henning Sanneck, Andreas Mitschele-Thiel
2018	—	`conf`	Towards Cognitive Autonomous Networks in 5G. Kaleidoscope Stephen S. Mwanje, Christian Mannweiler
2017	B	`conf`	Layer-independent PCI assignment method for Ultra-Dense multi-layer co-channel mobile Networks. IM Stephen S. Mwanje, Janne Ali-Tolppa
2017	B	`conf`	Multiple resource reuse for D2D communication with uniform interference in 5G cellular networks. PIMRC Abubaker-Matovu Waswa, Dariush M. Soleymani, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel
2016	J	`jnl`	Cognitive Cellular Networks: A Q-Learning Framework for Self-Organizing Networks. IEEE Trans. Netw. Serv. Manag. Stephen S. Mwanje, Lars-Christoph Schmelz, Andreas Mitschele-Thiel
2016	B	`conf`	Fluid capacity for energy saving management in multi-layer ultra-dense 4G/5G cellular networks. CNSM Stephen S. Mwanje, Janne Ali-Tolppa
2016	B	`conf`	Network management automation in 5G: Challenges and opportunities. PIMRC Stephen S. Mwanje, Guillaume Decarreau, Christian Mannweiler, Muhammad Naseer ul Islam, Lars-Christoph Schmelz
2015	—	`conf`	A Framework for Cell-Association Auto Configuration of Network Functions in Cellular Networks. MONAMI Stephen S. Mwanje, Janne Ali-Tolppa, Tsvetko Tsvetkov
2015	—	`conf`	A Scoring Method for the Verification of Configuration Changes in Self-Organizing Networks. MONAMI Szabolcs Nováczki, Tsvetko Tsvetkov, Henning Sanneck, Stephen S. Mwanje
2015	B	`conf`	An improved anomaly detection in mobile networks by using incremental time-aware clustering. IM Borislava Gajic, Szabolcs Nováczki, Stephen S. Mwanje
2015	B	`conf`	Concurrent cooperative games for coordinating SON functions in cognitive cellular networks. IM Stephen S. Mwanje, Andreas Mitschele-Thiel
2015	B	`conf`	On the limits of PCI auto configuration and reuse in 4G/5G ultra dense networks. CNSM Stephen S. Mwanje, Janne Ali-Tolppa, Henning Sanneck
2015	B	`conf`	STS: Space-time scheduling for coordinating self-organization network functions in LTE. IM Stephen S. Mwanje, Andreas Mitschele-Thiel
2014	C	`conf`	A policy based conflict resolution mechanism for MLB and MRO in LTE self-optimizing networks. ISCC Nauman Zia, Stephen S. Mwanje, Andreas Mitschele-Thiel
2014	J	`jnl`	Cell Identification based on Received Signal Strength Fingerprints: Concept and Application towards Energy Saving in Cellular Networks. EAI Endorsed Trans. Mob. Commun. Appl. Elke Roth-Mandutz, Stephen S. Mwanje, Andreas Mitschele-Thiel
2014	C	`conf`	Distributed cooperative Q-learning for mobility-sensitive handover optimization in LTE SON. ISCC Stephen S. Mwanje, Andreas Mitschele-Thiel
2014	C	`conf`	Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON. ISCC Usama Sallakh, Stephen S. Mwanje, Andreas Mitschele-Thiel
2014	—	`conf`	Q-CE: Self-organized Cognitive Engine based on Q-learning. WCNC Workshops Ali H. Mahdi, Zeeshan Ansar, Stephen S. Mwanje, Oleksandr Artemenko, Andreas Mitschele-Thiel
2014	C	`conf`	RSS based cell fingerprint patterns and algorithms for cell identification in the context of self-organized energy saving. MobiQuitous Elke Roth-Mandutz, Stephen S. Mwanje, Andreas Mitschele-Thiel
2013	B	`conf`	A Q-Learning strategy for LTE mobility Load Balancing. PIMRC Stephen S. Mwanje, Andreas Mitschele-Thiel
2013	—	`conf`	Minimizing Handover Performance Degradation Due to LTE Self Organized Mobility Load Balancing. VTC Spring Stephen S. Mwanje, Andreas Mitschele-Thiel
2012	—	`conf`	Self-Organized handover parameter configuration for LTE. ISWCS Stephen S. Mwanje, Nauman Zia, Andreas Mitschele-Thiel