Self-optimization of Antenna Tilt and Pilot Power for dedicated channels. - Muhammad Naseer ul Islam; Roger Abou-Jaoude; Christian Hartmann 001; Andreas Mitschele-Thiel (WiOpt, 2010)

Cooperative Fuzzy Q-Learning for self-organized coverage and capacity optimization. - Muhammad Naseer ul Islam; Andreas Mitschele-Thiel (PIMRC, 2012)

Reinforcement learning strategies for self-organized coverage and capacity optimization. - Muhammad Naseer ul Islam; Andreas Mitschele-Thiel (WCNC, 2012)

Self-organized coverage and capacity optimization for cellular mobile networks. - Muhammad Naseer ul Islam (2013)

Demo: SONVer: SON verification for operational cellular networks. - Gabriela F. Ciocarlie; Chih-Chieh Cheng; Christopher Connolly; Ulf Lindqvist; Kenneth Nitz; Szabolcs Nováczki; Henning Sanneck; Muhammad Naseer ul Islam (ISWCS, 2014)

Managing scope changes for cellular network-level anomaly detection. - Gabriela F. Ciocarlie; Chih-Chieh Cheng; Christopher Connolly; Ulf Lindqvist; Szabolcs Nováczki; Henning Sanneck; Muhammad Naseer ul Islam (ISWCS, 2014)

Anomaly Detection and Diagnosis for Automatic Radio Network Verification. - Gabriela F. Ciocarlie; Christopher Connolly; Chih-Chieh Cheng; Ulf Lindqvist; Szabolcs Nováczki; Henning Sanneck; Muhammad Naseer ul Islam (MONAMI, 2014)

Alarm Prioritization and Diagnosis for Cellular Networks. - Gabriela F. Ciocarlie; Eric Yeh; Christopher Connolly; Cherita Corbett; Ulf Lindqvist; Henning Sanneck; Kimmo Hätönen; Szabolcs Nováczki; Muhammad Naseer ul Islam; Borislava Gajic (MONAMI, 2015)

Diagnosis cloud: Sharing knowledge across cellular networks. - Gabriela F. Ciocarlie; Cherita Corbett; Eric Yeh; Christopher Connolly; Henning Sanneck; Muhammad Naseer ul Islam; Borislava Gajic; Szabolcs Nováczki; Kimmo Hätönen (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)

Safe and Fast Reinforcement Learning for Network Slicing Resource Allocation. - Antonio Massaro; Dan Wellington; Armen Aghasaryan; Robert Seidl; Muhammad Naseer ul Islam; Ömer Bulakci (VTC2023-Spring, 2023)