Towards an IoT-based Deep Learning Architecture for Camera Trap Image Classification. - Imran A. Zualkernan; Salam Dhou; Jacky Judas; Ali Reza Sajun; Brylle Ryan Gomez; Lana Alhaj Hussain; Dara Sakhnini (GCAIoT, 2020)

Using Siamese Networks to Detect Shading on the Edge of Solar Farms. - Salsabeel Y. Shapsough; Imran A. Zualkernan; Rached Dhaouadi; Ali Reza Sajun (IoTSMS, 2020)

Exploring Semi-Supervised Learning for Camera Trap Images from the Wild. - Ali Reza Sajun; Imran A. Zualkernan (AICCC, 2022)

Evaluating the FixMatch Semi-Supervised Algorithm for Unbalanced Image Data. - Ali Reza Mohammed Husein Sajun; Imran Ahmed Zualkernan (ICMLT, 2022)

Generative Deep Learning to Detect Cyberattacks for the IoT-23 Dataset. - Nada Abdalgawad; Ali Reza Sajun; Yara Kaddoura; Imran A. Zualkernan; Fadi A. Aloul (IEEE Access, 2022)

An IoT System Using Deep Learning to Classify Camera Trap Images on the Edge. - Imran A. Zualkernan; Salam Dhou; Jacky Judas; Ali Reza Sajun; Brylle Ryan Gomez; Lana Alhaj Hussain (Comput., 2022)

Edge-based individualized anomaly detection in large-scale distributed solar farms. - Ali Reza Sajun; Salsabeel Y. Shapsough; Imran A. Zualkernan; Rached Dhaouadi (ICT Express, 2022)

Exploring the Generalizability of Transfer Learning for Camera Trap Animal Image Classification. - Keshav Ramesh; Mahmoud Darwish; Ahmed Sharafath Ahamed Zibli; Nikita Christ Miller; Ali Reza Sajun; Imran A. Zualkernan; Altaf Habib; Andrew Gardner (PKDD/ECML Workshops (2), 2023)

Evaluating Edge Devices for Automated Classification of Student Engagement. - Lodan Elmugamer; Rana Gharaibeh; Ali Reza Sajun; Imran A. Zualkernan (ICALT, 2024)

Efficient Machine Learning Frameworks for Strengthening Cybersecurity in Internet of Medical Things (IoMT) Ecosystems. - Keshav Ramesh; Nikita Christ Miller; Aariz Faridi; Fadi A. Aloul; Imran A. Zualkernan; Ali Reza Sajun (IoTaIS, 2024)

Energy-Efficient Cloud Detection on Satellites Using Edge-Based Deep Learning. - Rana Elfakharany; Johnny Kortbawi; Hiba Saleem; Aya Zabalawi; Imran A. Zualkernan; Ali Reza Sajun; Assim Saghayroon (WF-IoT, 2024)

Real-Time Student Engagement Monitoring on Edge Devices: Deep Learning Meets Efficiency and Privacy. - Hamza A. Abushahla; Rana Gharaibeh; Lodan Elmugamer; Ali Reza Sajun; Imran A. Zualkernan (EDUCON, 2025)