Ahmed Hallawa

According to our database, Ahmed Hallawa authored at least 22 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LITEVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data.

Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Martin, Arne Peine, Anke Schmeink

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Speaker identification and localization using shuffled MFCC features and deep learning.

Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink

Int. J. Speech Technol., March, 2023

Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning.

Mahdi Barhoush, Ahmed Hallawa, Arne Peine, Lukas Martin, Anke Schmeink

IEEE ACM Trans. Audio Speech Lang. Process., 2023

On Using Meta-Learning to Overcome Challenges in Speaker Localization.

Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

2022

A Visualization and Benchmarking Simulator for Clinical Data.

Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Martin, Anke Schmeink, Ahmed Hallawa, Guido Dartmann

Proceedings of the pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2022

Exploration of unknown environments via evolution of behavioral and morphological properties of miniaturized sensory agents.

Cagatay Sariman, Ahmed Hallawa, Erdi Sayar, Arne Peine, Lukas Martin, Anke Schmeink

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.

Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin

npj Digit. Medicine, 2021

Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach.

Dominik Sisejkovic, Farhad Merchant, Lennart M. Reimann, Harshit Srivastava, Ahmed Hallawa, Rainer Leupers

ACM J. Emerg. Technol. Comput. Syst., 2021

Evo-RL: evolutionary-driven reinforcement learning.

Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

A Machine Learning Approach for the Classification of Disease Risks in Time Series.

Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Jens Schneider, Marvin Schacht, Anke Schmeink, Lukas Martin, Arne Peine, Thomas Vollmer, Stefan Winter, Guido Dartmann

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution.

Ahmed Hallawa, Simon Schug, Giovanni Iacca, Gerd Ascheid

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs.

Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse

Proceedings of the Architecture of Computing Systems - ARCS 2020, 2020

2019

Multi-objective optimisation of software application mappings on heterogeneous MPSoCs: TONPET versus R2-EMOA.

Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse

Integr., 2019

A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines.

Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink, Arne Peine, Lukas Martin, Guido Dartmann

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets.

Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann

Proceedings of the Applications of Evolutionary Computation, 2019

A heuristic for multi objective software application mappings on heterogeneous MPSoCs.

Gereon Onnebrink, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Awaid-Ud-Din Shaheen

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018

Evolutionary Algorithm Optimized Centralized Offline Localization and Mapping.

Stephan Schlupkothen, Ahmed Hallawa, Gerd Ascheid

Proceedings of the 2018 International Conference on Computing, 2018

Evolving hardware instinctive behaviors in resource-scarce agent swarms exploring hard-to-reach environments.

Martin Andraud, Ahmed Hallawa, Jaro De Roose, Eugenio Cantatore, Gerd Ascheid, Marian Verhelst

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization.

Ahmed Hallawa, Stephan Schlupkothen, Giovanni Iacca, Gerd Ascheid

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Instinct-driven dynamic hardware reconfiguration: evolutionary algorithm optimized compression for autonomous sensory agents.

Ahmed Hallawa, Jaro De Roose, Martin Andraud, Marian Verhelst, Gerd Ascheid

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Presenting the ECO: Evolutionary Computation Ontology.

Anil Yaman, Ahmed Hallawa, Matt Coler, Giovanni Iacca

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

A Framework for Knowledge Integrated Evolutionary Algorithms.

Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017