Machine learning testing in an ADAS case study using simulation‐integrated bio‐inspired search‐based testing von Moghadam, Mahshid Helali, Borg, Markus, Saadatmand, Mehrdad, Mousavirad, Seyed Jalaleddin, Bohlin, Markus, Lisper, Björn

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Anomaly Detection Dataset for Industrial Control Systems von Dehlaghi-Ghadim, Alireza, Moghadam, Mahshid Helali, Balador, Ali, Hansson, Hans

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The Westermo network traffic data set von Strandberg, Per Erik, Söderman, David, Dehlaghi-Ghadim, Alireza, Leon, Miguel, Markovic, Tijana, Punnekkat, Sasikumar, Moghadam, Mahshid Helali, Buffoni, David

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Towards a Verification-Driven Iterative Development of Software for Safety-Critical Cyber-Physical Systems von Sirjani, Marjan, Provenzano, Luciana, Asadollah, Sara Abbaspour, Moghadam, Mahshid Helali, Saadatmand, Mehrdad

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ICSSIM — A framework for building industrial control systems security testbeds von Dehlaghi-Ghadim, Alireza, Balador, Ali, Moghadam, Mahshid Helali, Hansson, Hans, Conti, Mauro

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How effective are current population-based metaheuristic algorithms for variance-based multi-level image thresholding? von Mousavirad, Seyed Jalaleddin, Schaefer, Gerald, Zhou, Huiyu, Moghadam, Mahshid Helali

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An LSTM-Based Plagiarism Detection via Attention Mechanism and a Population-Based Approach for Pre-training Parameters with Imbalanced Classes von Moravvej, Seyed Vahid, Mousavirad, Seyed Jalaleddin, Moghadam, Mahshid Helali, Saadatmand, Mehrdad

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An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning von Moghadam, Mahshid Helali, Saadatmand, Mehrdad, Borg, Markus, Bohlin, Markus, Lisper, Björn

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Makespan reduction for dynamic workloads in cluster-based data grids using reinforcement-learning based scheduling von Moghadam, Mahshid Helali, Babamir, Seyed Morteza

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Ergo, SMIRK is safe: a safety case for a machine learning component in a pedestrian automatic emergency brake system von Borg, Markus, Henriksson, Jens, Socha, Kasper, Lennartsson, Olof, Sonnsjö Lönegren, Elias, Bui, Thanh, Tomaszewski, Piotr, Sathyamoorthy, Sankar Raman, Brink, Sebastian, Helali Moghadam, Mahshid

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An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator von Mousavirad, S. J., Schaefer, G., Korovin, I., Helali Moghadam, Mahshid, Saadatmand, M., Pedram, M.

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Learning-based Response Time Analysis in Real-Time Embedded Systems: A Simulation-based Approach von Helali Moghadam, Mahshid, Saadatmand, Mehrdad, Borg, Markus, Bohlin, Markus, Lisper, Björn

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RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation von Mousavirad, Seyed Jalaleddin, Moghadam, Mahshid Helali, Saadatmand, Mehrdad, Chakrabortty, Ripon, Schaefer, Gerald, Oliva, Diego

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A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks von Mousavirad, Seyed Jalaleddin, Oliva, Diego, Schaefer, Gerald, Moghadam, Mahshid Helali, El-Abd, Mohammed

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Machine learning-assisted performance testing von Helali Moghadam, Mahshid

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Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL von Ebadi, Hamid, Moghadam, Mahshid Helali, Borg, Markus, Gay, Gregory, Fontes, Afonso, Socha, Kasper

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ICSSIM-A Framework for Building Industrial Control Systems Security Simulation Testbeds von Dehlaghi-Ghadim, Alireza, Balador, Ali, Mahshid Helali Moghadam, Hansson, Hans, Conti, Mauro

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Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent von Moghadam, Mahshid Helali, Hamidi, Golrokh, Borg, Markus, Saadatmand, Mehrdad, Bohlin, Markus, Lisper, Björn, Potena, Pasqualina

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Intelligence-Driven Software Performance Assurance von Helali Moghadam, Mahshid

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HMS-OS: Improving the Human Mental Search Optimisation Algorithm by Grouping in both Search and Objective Space von Mousavirad, S. J., Schaefer, G., Korovin, I., Oliva, D., Helali Moghadam, Mahshid, Saadatmand, Mehrdad

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