Bestoun S. Ahmed

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 100

Top Venues

Publications

Manal Rahal, Bestoun S. Ahmed, Jorgen Samuelsson
Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework. ECBS (2023)
Manal Rahal, Bestoun S. Ahmed, Jorgen Samuelsson
Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework. CoRR (2023)
Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas D. Theocharis, Jonas Forsman
DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas D. Theocharis, Jonas Forsman
DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks. CoRR (2023)
Firas Bayram, Bestoun S. Ahmed
A domain-region based evaluation of ML performance robustness to covariate shift. Neural Comput. Appl. 35 (24) (2023)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. CoRR (2023)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. EASE (2023)
Yunpeng Ma, Khalil Younis, Bestoun S. Ahmed, Andreas Kassler, Pavel Krakhmalev, Andreas Thore, Hans Lindback
Automated and Systematic Digital Twins Testing for Industrial Processes. ICSTW (2023)
Firas Bayram, Bestoun S. Ahmed
A Domain-Region Based Evaluation of ML Performance Robustness to Covariate Shift. CoRR (2023)
Yunpeng Ma, Khalil Younis, Bestoun S. Ahmed, Andreas Kassler, Pavel Krakhmalev, Andreas Thore, Hans Lindback
Automated and Systematic Digital Twins Testing for Industrial Processes. CoRR (2023)
Hamza Chahed, Muhammad Usman, Ayan Chatterjee, Firas Bayram, Rajat Chaudhary, Anna Brunström, Javid Taheri, Bestoun S. Ahmed, Andreas Kassler
AIDA - A holistic AI-driven networking and processing framework for industrial IoT applications. Internet Things 22 (2023)
Matej Klima, Miroslav Bures, Bestoun S. Ahmed, Xavier J. A. Bellekens, Robert C. Atkinson, Christos Tachtatzis, Pavel Herout
Specialized path-based technique to test Internet of Things system functionality under limited network connectivity. Internet Things 22 (2023)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed
Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs. CoRR (2022)
Qusay Idrees Sarhan, Bestoun S. Ahmed, Miroslav Bures, Kamal Z. Zamli
Software Module Clustering: An In-Depth Literature Analysis. IEEE Trans. Software Eng. 48 (6) (2022)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed, Youcef Belkhier, Jiri Nema, Hynek Schvach
Prioritized Variable-length Test Cases Generation for Finite State Machines. ICST Workshops (2022)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. ASE (2022)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed, Youcef Belkhier, Jiri Nema, Hynek Schvach
Prioritized Variable-length Test Cases Generation for Finite State Machines. CoRR (2022)
Yunpeng Ma, Andreas Kassler, Bestoun S. Ahmed, Pavel Krakhmalev, Andreas Thore, Arash Toyser, Hans Lindback
Using Deep Reinforcement Learning for Zero Defect Smart Forging. CoRR (2022)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed, Hynek Schvach
Novel Strategy Generating Variable-Length State Machine Test Paths. Int. J. Softw. Eng. Knowl. Eng. 32 (8) (2022)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. CoRR (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Quality Assurance in MLOps Setting: An Industrial Perspective. CoRR (2022)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed, Hynek Schvach
Novel Strategy Generating Variable-length State Machine Test Paths. CoRR (2022)
Matej Klima, Miroslav Bures, Karel Frajták, Vaclav Rechtberger, Michal Trnka, Xavier J. A. Bellekens, Tomás Cerný, Bestoun S. Ahmed
Selected Code-Quality Characteristics and Metrics for Internet of Things Systems. IEEE Access 10 (2022)
Ayan Chatterjee, Bestoun S. Ahmed
IoT anomaly detection methods and applications: A survey. Internet Things 19 (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Testing of Machine Learning Models with Limited Samples: An Industrial Vacuum Pumping Application. CoRR (2022)
Firas Bayram, Bestoun S. Ahmed, Andreas Kassler
From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors. CoRR (2022)
Ayan Chatterjee, Bestoun S. Ahmed
IoT Anomaly Detection Methods and Applications: A Survey. CoRR (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Testing of machine learning models with limited samples: an industrial vacuum pumping application. ESEC/SIGSOFT FSE (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Quality Assurance in MLOps Setting: An Industrial Perspective. ISE@APSEC (2022)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed
Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs. ICST Workshops (2022)
Firas Bayram, Bestoun S. Ahmed, Andreas Kassler
From concept drift to model degradation: An overview on performance-aware drift detectors. Knowl. Based Syst. 245 (2022)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Bestoun S. Ahmed, Hanan Hindy, Xavier J. A. Bellekens
Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting their Security and Reliability. CoRR (2021)
Kamal Z. Zamli, Md. Abdul Kader, Saiful Azad, Bestoun S. Ahmed
Hybrid Henry gas solubility optimization algorithm with dynamic cluster-to-algorithm mapping. Neural Comput. Appl. 33 (14) (2021)
Miroslav Bures, Bestoun S. Ahmed, Vaclav Rechtberger, Matej Klima, Michal Trnka, Miroslav Jaros, Xavier J. A. Bellekens, Dani Almog, Pavel Herout
PatrIoT: IoT Automated Interoperability and Integration Testing Framework. CoRR (2021)
Md. Abdul Kader, Kamal Z. Zamli, Bestoun S. Ahmed
A systematic review on emperor penguin optimizer. Neural Comput. Appl. 33 (23) (2021)
Miroslav Bures, Bestoun S. Ahmed, Vaclav Rechtberger, Matej Klima, Michal Trnka, Miroslav Jaros, Xavier J. A. Bellekens, Dani Almog, Pavel Herout
PatrIoT: IoT Automated Interoperability and Integration Testing Framework. ICST (2021)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Bestoun S. Ahmed, Hanan Hindy, Xavier J. A. Bellekens
Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting Their Security and Reliability. WorldCIST (3) (2021)
Kamal Z. Zamli, Md. Abdul Kader, Saiful Azad, Bestoun S. Ahmed
Hybrid Henry Gas Solubility Optimization Algorithm with Dynamic Cluster-to-Algorithm Mapping for Search-based Software Engineering Problems. CoRR (2021)
Matej Klima, Vaclav Rechtberger, Miroslav Bures, Xavier J. A. Bellekens, Hanan Hindy, Bestoun S. Ahmed
Quality and Reliability Metrics for IoT Systems: A Consolidated View. CoRR (2020)
Jan Richter, Bestoun S. Ahmed, Miroslav Bures, Cleber R. Rosa Junior
Avocado: Open-Source Flexible Constrained Interaction Testing for Practical Application. CoRR (2020)
Jan Richter, Bestoun S. Ahmed, Miroslav Bures, Cleber R. Rosa Junior
Avocado: Open-Source Flexible Constrained Interaction Testing for Practical Application. ICST Workshops (2020)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed
Alternative Effort-optimal Model-based Strategy for State Machine Testing of IoT Systems. WSSE (2020)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
Interoperability and Integration Testing Methods for IoT Systems: a Systematic Mapping Study. CoRR (2020)
Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed
Alternative Effort-optimal Model-based Strategy for State Machine Testing of IoT Systems. CoRR (2020)
Bestoun S. Ahmed, Angelo Gargantini, Miroslav Bures
An Automated Testing Framework For Smart TV apps Based on Model Separation. CoRR (2020)
Bestoun S. Ahmed, Angelo Gargantini, Miroslav Bures
An Automated Testing Framework For Smart TV apps Based on Model Separation. ICST Workshops (2020)
Krystof Sykora, Bestoun S. Ahmed, Miroslav Bures
Code Coverage Aware Test Generation Using Constraint Solver. SEFM (2020)
Qusay Idrees Sarhan, Bestoun S. Ahmed, Miroslav Bures, Kamal Z. Zamli
Software Module Clustering: An In-Depth Literature Analysis. CoRR (2020)
Miroslav Bures, Pavel Herout, Bestoun S. Ahmed
Open-source Defect Injection Benchmark Testbed for the Evaluation of Testing. ICST (2020)
Matej Klima, Vaclav Rechtberger, Miroslav Bures, Xavier J. A. Bellekens, Hanan Hindy, Bestoun S. Ahmed
Quality and Reliability Metrics for IoT Systems: A Consolidated View. SmartCity360° (2020)
Miroslav Bures, Miroslav Macik, Bestoun S. Ahmed, Vaclav Rechtberger, Pavel Slavík
Testing the Usability and Accessibility of Smart TV Applications Using an Automated Model-based Approach. CoRR (2020)
Miroslav Bures, Pavel Herout, Bestoun S. Ahmed
Open-source Defect Injection Benchmark Testbed for the Evaluation of Testing. CoRR (2020)
Bestoun S. Ahmed, Eduard Enoiu, Wasif Afzal, Kamal Z. Zamli
An Evaluation of Monte Carlo-Based Hyper-Heuristic for Interaction Testing of Industrial Embedded Software Applications. CoRR (2020)
Miroslav Bures, Miroslav Macik, Bestoun S. Ahmed, Vaclav Rechtberger, Pavel Slavík
Testing the Usability and Accessibility of Smart TV Applications Using an Automated Model-Based Approach. IEEE Trans. Consumer Electron. 66 (2) (2020)
Imad H. Hasan, Bestoun S. Ahmed, Moayad Y. Potrus, Kamal Z. Zamli
Generation and Application of Constrained Interaction Test Suites Using Base Forbidden Tuples with a Mixed Neighborhood Tabu Search. Int. J. Softw. Eng. Knowl. Eng. 30 (3) (2020)
Krystof Sykora, Bestoun S. Ahmed, Miroslav Bures
Code Coverage Aware Test Generation Using Constraint Solver. CoRR (2020)
Bestoun S. Ahmed, Eduard Enoiu, Wasif Afzal, Kamal Z. Zamli
An evaluation of Monte Carlo-based hyper-heuristic for interaction testing of industrial embedded software applications. Soft Comput. 24 (18) (2020)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
Interoperability and Integration Testing Methods for IoT Systems: A Systematic Mapping Study. SEFM (2020)
Bestoun S. Ahmed, Angelo Gargantini, Kamal Z. Zamli, Cemal Yilmaz, Miroslav Bures, Marek Szeles
Code-aware combinatorial interaction testing. IET Softw. 13 (6) (2019)
Ibrahim Anka Salihu, Rosziati Ibrahim, Bestoun S. Ahmed, Kamal Z. Zamli, Asmau Usman
AMOGA: A Static-Dynamic Model Generation Strategy for Mobile Apps Testing. CoRR (2019)
Miroslav Bures, Tomás Cerný, Karel Frajták, Bestoun S. Ahmed
Testing the consistency of business data objects using extended static testing of CRUD matrices. Clust. Comput. 22 (Suppl 1) (2019)
Bestoun S. Ahmed, Miroslav Bures
EvoCreeper: Automated Black-Box Model Generation for Smart TV Applications. IEEE Trans. Consumer Electron. 65 (2) (2019)
Abdullah B. Nasser, Kamal Z. Zamli, Bestoun S. Ahmed
Dynamic Solution Probability Acceptance within the Flower Pollination Algorithm for t-way Test Suite Generation. CoRR (2019)
Kamal Z. Zamli, Fakhrud Din, Salmi Baharom, Bestoun S. Ahmed
Fuzzy adaptive teaching learning-based optimization strategy for the problem of generating mixed strength t-way test suites. CoRR (2019)
Imad H. Hasan, Bestoun S. Ahmed, Moayad Y. Potrus, Kamal Z. Zamli
Generation and Application of Constrained Interaction Test Suites Using Base Forbidden Tuples With Mixed Neighborhood Tabu Search. CoRR (2019)
Bestoun S. Ahmed, Taib Sh. Abdulsamad, Moayad Y. Potrus
Achievement of Minimized Combinatorial Test Suite for Configuration-Aware Software Functional Testing Using the Cuckoo Search Algorithm. CoRR (2019)
Miroslav Bures, Bestoun S. Ahmed
Employment of multiple algorithms for optimal path-based test selection strategy. Inf. Softw. Technol. 114 (2019)
Bestoun S. Ahmed, Miroslav Bures, Karel Frajták, Tomás Cerný
Aspects of Quality in Internet of Things (IoT) Solutions: A Systematic Mapping Study. IEEE Access 7 (2019)
Ibrahim Anka Salihu, Rosziati Ibrahim, Bestoun S. Ahmed, Kamal Z. Zamli, Asmau Usman
AMOGA: A Static-Dynamic Model Generation Strategy for Mobile Apps Testing. IEEE Access 7 (2019)
Bestoun S. Ahmed, Miroslav Bures
Testing of Smart TV Applications: Key Ingredients, Challenges and Proposed Solutions. CoRR (2019)
Miroslav Bures, Bestoun S. Ahmed, Kamal Z. Zamli
Prioritized Process Test: An Alternative to Current Process Testing Strategies. Int. J. Softw. Eng. Knowl. Eng. 29 (7) (2019)
Bestoun S. Ahmed, Miroslav Bures, Karel Frajták, Tomás Cerný
Aspects of Quality in Internet of Things (IoT) Solutions: A Systematic Mapping Study. CoRR (2019)
Kamal Z. Zamli, Fakhrud Din, Nazirah Ramli, Bestoun S. Ahmed
Software Module Clustering based on the Fuzzy Adaptive Teaching Learning based Optimization Algorithm. CoRR (2019)
Bestoun S. Ahmed, Amador Pahim, Cleber R. Rosa Junior, D. Richard Kuhn, Miroslav Bures
Towards an Automated Unified Framework to Run Applications for Combinatorial Interaction Testing. EASE (2019)
Bestoun S. Ahmed, Angelo Gargantini, Kamal Z. Zamli, Cemal Yilmaz, Miroslav Bures, Marek Szeles
Code-Aware Combinatorial Interaction Testing. CoRR (2019)
Miroslav Bures, Bestoun S. Ahmed, Kamal Z. Zamli
Prioritized Process Test: An Alternative to Current Process Testing Strategies. CoRR (2019)
Bestoun S. Ahmed, Miroslav Bures
EvoCreeper: Automated Black-Box Model Generation for Smart TV Applications. CoRR (2019)
Bestoun S. Ahmed
Generating Pairwise Combinatorial Interaction Test Suites Using Single Objective Dragonfly Optimisation Algorithm. CoRR (2019)
Bestoun S. Ahmed, Amador Pahim, Cleber R. Rosa Junior, D. Richard Kuhn, Miroslav Bures
Towards an Automated Unified Framework to Run Applications for Combinatorial Interaction Testing. CoRR (2019)
Bestoun S. Ahmed, Luca Maria Gambardella, Kamal Z. Zamli
A New Approach to Speed up Combinatorial Search Strategies Using Stack and Hash Table. CoRR (2019)
Hong Min, Taesik Kim, Junyoung Heo, Tomás Cerný, Sriram Sankaran, Bestoun S. Ahmed, Jinman Jung
Pattern Matching Based Sensor Identification Layer for an Android Platform. Wirel. Commun. Mob. Comput. 2018 (2018)
Miroslav Bures, Karel Frajták, Bestoun S. Ahmed
Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test. CoRR (2018)
Kamal Z. Zamli, Bestoun S. Ahmed, Thair Mahmoud, Wasif Afzal
Fuzzy Adaptive Tuning of a Particle Swarm Optimization Algorithm for Variable-Strength Combinatorial Test Suite Generation. CoRR (2018)
Abdullah B. Nasser, Kamal Z. Zamli, AbdulRahman A. Al-Sewari, Bestoun S. Ahmed
An elitist-flower pollination-based strategy for constructing sequence and sequence-less t-way test suite. Int. J. Bio Inspired Comput. 12 (2) (2018)
Miroslav Bures, Xavier J. A. Bellekens, Karel Frajták, Bestoun S. Ahmed
A Comprehensive View on Quality Characteristics of the IoT Solutions. CoRR (2018)
Miroslav Bures, Karel Frajták, Bestoun S. Ahmed
Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test. IEEE Trans. Reliab. 67 (2) (2018)
Miroslav Bures, Tomás Cerný, Bestoun S. Ahmed
Internet of Things: Current Challenges in the Quality Assurance and Testing Methods. CoRR (2018)
Miroslav Bures, Bestoun S. Ahmed
Employment of Multiple Algorithms for Optimal Path-based Test Selection Strategy. CoRR (2018)
Bestoun S. Ahmed, Luca Maria Gambardella, Wasif Afzal, Kamal Z. Zamli
Handling Constraints in Combinatorial Interaction Testing in the presence of Multi Objective Particle Swarm and Multithreading. CoRR (2018)
Kamal Z. Zamli, Fakhrud Din, Bestoun S. Ahmed, Miroslav Bures
A Hybrid Q-Learning Sine-Cosine-based Strategy for Addressing the Combinatorial Test Suite Minimization Problem. CoRR (2018)
Bestoun S. Ahmed, Amin S. Mohammad, Hemin T. Essa
Assessing Combinatorial Design for Analyzing System Performance of a Computer Network. CoRR (2018)
Miroslav Bures, Tomás Cerný, Bestoun S. Ahmed
Internet of Things: Current Challenges in the Quality Assurance and Testing Methods. ICISA (2018)
Kamal Z. Zamli, Fakhrud Din, Graham Kendall, Bestoun S. Ahmed
Supplementary Material for the Information Sciences Paper: An Experimental Study of Hyper-Heuristic Selection and Acceptance Mechanism for Combinatorial t-way Test Suite Generation. CoRR (2017)
Miroslav Bures, Bestoun S. Ahmed
On the Effectiveness of Combinatorial Interaction Testing: A Case Study. QRS Companion (2017)
Bestoun S. Ahmed, Luca Maria Gambardella, Wasif Afzal, Kamal Z. Zamli
Handling constraints in combinatorial interaction testing in the presence of multi objective particle swarm and multithreading. Inf. Softw. Technol. 86 (2017)
Kamal Z. Zamli, Fakhrud Din, Graham Kendall, Bestoun S. Ahmed
An experimental study of hyper-heuristic selection and acceptance mechanism for combinatorial t-way test suite generation. Inf. Sci. 399 (2017)
Kamal Zuhairi Zamli, Fakhrud Din, Salmi Baharom, Bestoun S. Ahmed
Fuzzy adaptive teaching learning-based optimization strategy for the problem of generating mixed strength t-way test suites. Eng. Appl. Artif. Intell. 59 (2017)
Bestoun S. Ahmed, Kamal Z. Zamli, Wasif Afzal, Miroslav Bures
Constrained Interaction Testing: A Systematic Literature Study. IEEE Access 5 (2017)
Thair Mahmoud, Bestoun S. Ahmed
An efficient strategy for covering array construction with fuzzy logic-based adaptive swarm optimization for software testing use. Expert Syst. Appl. 42 (22) (2015)
Bestoun S. Ahmed, Taib Sh. Abdulsamad, Moayad Y. Potrus
Achievement of minimized combinatorial test suite for configuration-aware software functional testing using the Cuckoo Search algorithm. Inf. Softw. Technol. 66 (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bestoun S. Ahmed