ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text

Sandra Mitrović, Davide Andreoletti, Omran Ayoub

arXiv (Cornell University)

EngineeringChatgpt TextCustom QueriesCommunicationCorpus Linguistics +19

The Disinformation Dozen: An Exploratory Analysis of Covid-19 Disinformation Proliferation on Twitter

Gianluca Nogara, Padinjaredath Suresh Vishnuprasad, Felipe Maciel Cardoso, +3

Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation

Omran Ayoub, Sebastian Troìa, Davide Andreoletti, +4

Journal of Optical Communications and Networking

Artificial IntelligenceAutonomous NetworkEngineeringMachine LearningAi Foundation +21

On Deep Reinforcement Learning for Static Routing and Wavelength Assignment

Nicola Di Cicco, Emre Furkan Mercan, Oleg Karandin, +4

IEEE Journal of Selected Topics in Quantum Electronics

Artificial IntelligenceEngineeringMachine LearningNetwork PlanningNetwork Analysis +16

Routing, Channel, Key-Rate, and Time-Slot Assignment for QKD in Optical Networks

Qiaolun Zhang, Omran Ayoub, Alberto Gatto, +3

IEEE Transactions on Network and Service Management

EngineeringNetwork AnalysisOptical Wireless CommunicationQuantum ComputingOptical Networks +17

Tutorial on filterless optical networks [Invited]

Omran Ayoub, Oleg Karandin, Mëmëdhe Ibrahimi, +3

Journal of Optical Communications and Networking

Free-space Optical NetworkPhotonics5G Network SlicingEngineeringOptical Networks +11

QoT-Aware Optical Amplifier Placement in Filterless Metro Networks

Mëmëdhe Ibrahimi, Omran Ayoub, Oleg Karandin, +4

IEEE Communications Letters

Free-space Optical NetworkPhotonicsEngineeringOptical AmplificationFilterless Metro Networks +9

Energy-Efficient Video-On-Demand Content Caching and Distribution in Metro Area Networks

Omran Ayoub, Francesco Musumeci, Massimo Tornatore, +1

IEEE Transactions on Green Communications and Networking

Mobile Data OffloadingEngineeringEdge ComputingShare CachesCloud Computing +10

Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks

Omran Ayoub, Nicola Di Cicco, Fatima M. Ezzeddine, +7

Computer Networks

If Not Here, There. Explaining Machine Learning Models for Fault Localization in Optical Networks

Oleg Karandin, Omran Ayoub, Francesco Musumeci, +3