Publikationen

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Manal Almutairi; Frederic Theodor Stahl; Max Bramer
CRC: Consolidated Rules Construction for Expressive Ensemble Classification
In: Artificial Intelligence XXXIX - 42nd SGAI International Conference on Artificial Intelligence, AI 2022 - Proceedings. SGAI International …
Ahmed Abadulla Ashlam; Atta Badii; Frederic Theodor Stahl
Multi-Phase Algorithmic Framework to Prevent SQL Injection Attacks using Improved Machine learning and Deep learning to Enhance Database security in Real-time
In: 2022 15th International Conference on Security of Information and Networks (SIN). International Conference on Security of Information and Networks …
Mobin M. Idrees; Frederic Theodor Stahl; Atta Badii
Adaptive Learning With Extreme Verification Latency in Non-Stationary Environments
In: IEEE Access (IEEE), Vol. 10, Pages 127345-127364, IEEE Xplore, Piscataway Township, New Jersey, 11/2022.
Ahmed Abdulla Ashlam; Atta Badii; Frederic Theodor Stahl
WebAppShield: An Approach Exploiting Machine Learning to Detect SQLi Attacks in an Application Layer in Run-Time
In: World Academy of Science, Engineering and Technology - International Journal of Computer and Information Engineering, Vol. 16, No. 8, Pages 1-9, …
Frederic Theodor Stahl; Lars Nolle; Ahlem Jemai; Oliver Zielinski
A Model for Predicting the Amount of Photosynthetically Available Radiation from BGC-ARGO Float Observations in the Water Column
In: Ibrahim Hameed; Agus Hasan; Saleh Abdel-Afou Alaliyat (Hrsg.). Communications of the ECMS. European Conference on Modelling and Simulation …
Navya Prakash; Frederic Theodor Stahl; Charles Lennart Müller; Oliver Ferdinand; Oliver Zielinski
Intelligent Marine Pollution Analysis on Spectral Data
In: OCEANS 2021 San Diego - Porto Online Proceedings. OCEANS MTS/IEEE Conference (OCEANS-2021), September 20-23, Online, Porto, Portugal, Pages 1-6, …
Ashlam Ahmed Abadulla; Atta Badii; Frederic Theodor Stahl
A Novel Approach Exploiting Machine Learning to Detect SQLi Attacks
In: Abdessattar Ben Amor; Salwa Elloumi; Samir Nejim; Nabila Dhahbi; Hassène Gritli; Naoufel Machta (Hrsg.). 5th International Conference on Advanced …
Frederic Theodor Stahl; Oliver Ferdinand; Lars Nolle; Alexandra Pehlken; Oliver Zielinski
AI enabled Bio Waste Contamination-Scanner
In: Proceedings of Forty-first SGAI International Conference on Artificial Intelligence. SGAI International Conference on Artificial Intelligence …
Manal Almutairi; Frederic Theodor Stahl; Max Bramer
ReG-Rules: An Explainable Rule-based Ensemble Learner for Classification
In: IEEE Access, Vol. 4, No. 2016, Pages 1-22, IEEE Xplore, Piscataway, New Jersey, 2/2021.
Frederic Stahl; Thien Le; Atta Badii; Mohamed Medhat Gaber
A Frequent Pattern Conjunction Heuristic for Rule Generation in Data Streams
In: Information, Vol. 12, No. 1, Pages 1-26, MDPI, 1/2021.