Bestoun S. Ahmed

Orcid: 0000-0001-9051-7609

According to our database1, Bestoun S. Ahmed authored at least 70 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications.
J. Syst. Softw., 2024

Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach.
CoRR, 2024

Optimizing Service Placement in Edge-to-Cloud AR/VR Systems Using a Multi-Objective Genetic Algorithm.
Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024

An Adaptive Metaheuristic Framework for Changing Environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
A domain-region based evaluation of ML performance robustness to covariate shift.
Neural Comput. Appl., August, 2023

Specialized path-based technique to test Internet of Things system functionality under limited network connectivity.
Internet Things, July, 2023

AIDA - A holistic AI-driven networking and processing framework for industrial IoT applications.
Internet Things, July, 2023

DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks.
Eng. Appl. Artif. Intell., 2023

Automated and Systematic Digital Twins Testing for Industrial Processes.
Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2023, 2023

Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework.
Proceedings of the Engineering of Computer-Based Systems - 8th International Conference, 2023

DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications.
Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, 2023

2022
Software Module Clustering: An In-Depth Literature Analysis.
IEEE Trans. Software Eng., 2022

From concept drift to model degradation: An overview on performance-aware drift detectors.
Knowl. Based Syst., 2022

IoT anomaly detection methods and applications: A survey.
Internet Things, 2022

Novel Strategy Generating Variable-Length State Machine Test Paths.
Int. J. Softw. Eng. Knowl. Eng., 2022

Using Deep Reinforcement Learning for Zero Defect Smart Forging.
CoRR, 2022

Selected Code-Quality Characteristics and Metrics for Internet of Things Systems.
IEEE Access, 2022

Testing of machine learning models with limited samples: an industrial vacuum pumping application.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Prioritized Variable-length Test Cases Generation for Finite State Machines.
Proceedings of the 15th IEEE International Conference on Software Testing, 2022

Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs.
Proceedings of the 15th IEEE International Conference on Software Testing, 2022

Quality Assurance in MLOps Setting: An Industrial Perspective.
Proceedings of the 1st International Workshop on Intelligent Software Engineering co-located with 29th Asia-Pacific Software Engineering Conference (APSEC 2022), 2022

2021
Hybrid Henry gas solubility optimization algorithm with dynamic cluster-to-algorithm mapping.
Neural Comput. Appl., 2021

A systematic review on emperor penguin optimizer.
Neural Comput. Appl., 2021

Hybrid Henry Gas Solubility Optimization Algorithm with Dynamic Cluster-to-Algorithm Mapping for Search-based Software Engineering Problems.
CoRR, 2021

Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting Their Security and Reliability.
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

PatrIoT: IoT Automated Interoperability and Integration Testing Framework.
Proceedings of the 14th IEEE Conference on Software Testing, Verification and Validation, 2021

2020
Testing the Usability and Accessibility of Smart TV Applications Using an Automated Model-Based Approach.
IEEE Trans. Consumer Electron., 2020

An evaluation of Monte Carlo-based hyper-heuristic for interaction testing of industrial embedded software applications.
Soft Comput., 2020

Generation and Application of Constrained Interaction Test Suites Using Base Forbidden Tuples with a Mixed Neighborhood Tabu Search.
Int. J. Softw. Eng. Knowl. Eng., 2020

Alternative Effort-optimal Model-based Strategy for State Machine Testing of IoT Systems.
Proceedings of the WSSE 2020: The 2nd World Symposium on Software Engineering, 2020

Quality and Reliability Metrics for IoT Systems: A Consolidated View.
Proceedings of the Science and Technologies for Smart Cities, 2020

Code Coverage Aware Test Generation Using Constraint Solver.
Proceedings of the Software Engineering and Formal Methods. SEFM 2020 Collocated Workshops, 2020

Interoperability and Integration Testing Methods for IoT Systems: A Systematic Mapping Study.
Proceedings of the Software Engineering and Formal Methods - 18th International Conference, 2020

Avocado: Open-Source Flexible Constrained Interaction Testing for Practical Application.
Proceedings of the 13th IEEE International Conference on Software Testing, 2020

Open-source Defect Injection Benchmark Testbed for the Evaluation of Testing.
Proceedings of the 13th IEEE International Conference on Software Testing, 2020

An Automated Testing Framework For Smart TV apps Based on Model Separation.
Proceedings of the 13th IEEE International Conference on Software Testing, 2020

2019
EvoCreeper: Automated Black-Box Model Generation for Smart TV Applications.
IEEE Trans. Consumer Electron., 2019

Employment of multiple algorithms for optimal path-based test selection strategy.
Inf. Softw. Technol., 2019

Prioritized Process Test: An Alternative to Current Process Testing Strategies.
Int. J. Softw. Eng. Knowl. Eng., 2019

Code-aware combinatorial interaction testing.
IET Softw., 2019

Generating Pairwise Combinatorial Interaction Test Suites Using Single Objective Dragonfly Optimisation Algorithm.
CoRR, 2019

A New Approach to Speed up Combinatorial Search Strategies Using Stack and Hash Table.
CoRR, 2019

Testing of Smart TV Applications: Key Ingredients, Challenges and Proposed Solutions.
CoRR, 2019

Dynamic Solution Probability Acceptance within the Flower Pollination Algorithm for t-way Test Suite Generation.
CoRR, 2019

Software Module Clustering based on the Fuzzy Adaptive Teaching Learning based Optimization Algorithm.
CoRR, 2019

Testing the consistency of business data objects using extended static testing of CRUD matrices.
Clust. Comput., 2019

AMOGA: A Static-Dynamic Model Generation Strategy for Mobile Apps Testing.
IEEE Access, 2019

Aspects of Quality in Internet of Things (IoT) Solutions: A Systematic Mapping Study.
IEEE Access, 2019

Towards an Automated Unified Framework to Run Applications for Combinatorial Interaction Testing.
Proceedings of the Evaluation and Assessment on Software Engineering, 2019

2018
Pattern Matching Based Sensor Identification Layer for an Android Platform.
Wirel. Commun. Mob. Comput., 2018

Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test.
IEEE Trans. Reliab., 2018

An elitist-flower pollination-based strategy for constructing sequence and sequence-less t-way test suite.
Int. J. Bio Inspired Comput., 2018

A Comprehensive View on Quality Characteristics of the IoT Solutions.
CoRR, 2018

Fuzzy Adaptive Tuning of a Particle Swarm Optimization Algorithm for Variable-Strength Combinatorial Test Suite Generation.
CoRR, 2018

A Hybrid Q-Learning Sine-Cosine-based Strategy for Addressing the Combinatorial Test Suite Minimization Problem.
CoRR, 2018

Assessing Combinatorial Design for Analyzing System Performance of a Computer Network.
CoRR, 2018

Internet of Things: Current Challenges in the Quality Assurance and Testing Methods.
Proceedings of the Information Science and Applications 2018, 2018

2017
An experimental study of hyper-heuristic selection and acceptance mechanism for combinatorial t-way test suite generation.
Inf. Sci., 2017

Handling constraints in combinatorial interaction testing in the presence of multi objective particle swarm and multithreading.
Inf. Softw. Technol., 2017

Fuzzy adaptive teaching learning-based optimization strategy for the problem of generating mixed strength t-way test suites.
Eng. Appl. Artif. Intell., 2017

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

Constrained Interaction Testing: A Systematic Literature Study.
IEEE Access, 2017

On the Effectiveness of Combinatorial Interaction Testing: A Case Study.
Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

2015
Achievement of minimized combinatorial test suite for configuration-aware software functional testing using the Cuckoo Search algorithm.
Inf. Softw. Technol., 2015

An efficient strategy for covering array construction with fuzzy logic-based adaptive swarm optimization for software testing use.
Expert Syst. Appl., 2015

2012
Application of Particle Swarm Optimization to uniform and variable strength covering array construction.
Appl. Soft Comput., 2012

2011
A variable strength interaction test suites generation strategy using Particle Swarm Optimization.
J. Syst. Softw., 2011

2008
Toward Descriptive Performance Model for OpenMosix Cluster.
Proceedings of the Advances in Computer Science and Engineering, 2008

A Descriptive Performance Model of a Load Balancing Single System Image.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008


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