EMD inspired filtering algorithm for signal analysis in the context of non intrusive load monitoring. - Alaa Saleh; Pirmin Held; Dirk Benyoucef; Djaffar Ould Abdeslam (IECON, 2017)

Frequency Invariant Transformation of Periodic Signals (FIT-PS) for Classification in NILM. - Pirmin Held; Steffen Mauch; Alaa Saleh; Djaffar Ould Abdeslam; Dirk Benyoucef (IEEE Trans. Smart Grid, 2019)

Signal processing techniques for disaggregation of smart-meter energy data. (Techniques de traitement du signal pour la désagrégation des données énergétiques des compteurs intelligents). - Alaa Saleh (2019)

A Reference Process Model for Machine Learning Aided Production Quality Management. - Alexander Gerling; Ulf Schreier; Andreas Hess 002; Alaa Saleh; Holger Ziekow; Djaffar Ould Abdeslam (ICEIS (1), 2020)

Exploring The Practicality Of Huang-Hilbert Transform For NILM Feature Extraction. - Alaa Saleh; Dirk Benyoucef; Djaffar Ould Abdeslam (ISIE, 2020)

Trust-Aware Routing Mechanism through an Edge Node for IoT-Enabled Sensor Networks. - Alaa Saleh; Pallavi Joshi; Rajkumar Singh Rathore; Sandeep Singh Sengar (Sensors, 2022)

Pub/Sub Message Brokers for GenAI. - Alaa Saleh; Susanna Pirttikangas; Lauri Lovén (CoRR, 2023)

Towards Wearable Multi-modal Human Activity Recognition with Deep Fusion Networks. - Lennart Schiweck; Alaa Saleh; Cristóbal Curio (ECCV Workshops (12), 2024)

Traffic Accident Prediction and Warning System: Integration Use Case. - Amirhossein Ghaffari; Huong Nguyen; Alaa Saleh; Lauri Lovén; Ekaterina Gilman (KiL@KDD, 2024)

Follow-Me AI: Energy-Efficient User Interaction with Smart Environments. - Alaa Saleh; Praveen Kumar Donta; Roberto Morabito; Naser Hossein Motlagh; Lauri Lovén (CoRR, 2024)

Follow-Me AI: Energy-Efficient User Interaction With Smart Environments. - Alaa Saleh; Praveen Kumar Donta; Roberto Morabito; Naser Hossein Motlagh; Sasu Tarkoma; Lauri Lovén (IEEE Pervasive Comput., 2025)

UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces. - Alaa Saleh; Sasu Tarkoma; Praveen Kumar Donta; Naser Hossein Motlagh; Schahram Dustdar; Susanna Pirttikangas; Lauri Lovén (CoRR, 2025)

Spiking Neural Networks in Intelligent Edge Computing. - Guanlei Zhang; Lei Feng 001; Fanqin Zhou; Zhixiang Yang; Qiyang Zhang; Alaa Saleh; Praveen Kumar Donta; Chinmaya Kumar Dehury (IEEE Consumer Electron. Mag., 2025)

Agentic TinyML for Intent-aware Handover in 6G Wireless Networks. - Alaa Saleh; Roberto Morabito; Sasu Tarkoma; Anders Lindgren; Susanna Pirttikangas; Lauri Lovén (CoRR, 2025)