Ahmed Hallawa

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Visual Speech Recognition

Evolutionary Algorithm

Autonomous Agents

Software Application

Top Venues

GECCO (Companion)

EvoApplications

EvoApplications (1)

Publications

Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Martin, Arne Peine, Anke Schmeink
LITEVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data. ICASSP (2024)
Mahdi Barhoush, Ahmed Hallawa, Arne Peine, Lukas Martin, Anke Schmeink
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink
On Using Meta-Learning to Overcome Challenges in Speaker Localization. EUROCON (2023)
Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink
Speaker identification and localization using shuffled MFCC features and deep learning. Int. J. Speech Technol. 26 (1) (2023)
Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Martin, Arne Peine, Anke Schmeink
LiteVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data. CoRR (2023)
Cagatay Sariman, Ahmed Hallawa, Erdi Sayar, Arne Peine, Lukas Martin, Anke Schmeink
Exploration of unknown environments via evolution of behavioral and morphological properties of miniaturized sensory agents. GECCO Companion (2022)
Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Martin, Anke Schmeink, Ahmed Hallawa, Guido Dartmann
A Visualization and Benchmarking Simulator for Clinical Data. pHealth (2022)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion (2021)
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
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 4 (2021)
Dominik Sisejkovic, Farhad Merchant, Lennart M. Reimann, Harshit Srivastava, Ahmed Hallawa, Rainer Leupers
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach. ACM J. Emerg. Technol. Comput. Syst. 17 (3) (2021)
Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
A Framework for Knowledge Integrated Evolutionary Algorithms. CoRR (2021)
Dominik Sisejkovic, Farhad Merchant, Lennart M. Reimann, Harshit Srivastava, Ahmed Hallawa, Rainer Leupers
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach. CoRR (2020)
Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs. ARCS (2020)
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
A Machine Learning Approach for the Classification of Disease Risks in Time Series. MECO (2020)
Ahmed Hallawa, Simon Schug, Giovanni Iacca, Gerd Ascheid
Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution. EvoApplications (2020)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR (2020)
Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
Multi-objective optimisation of software application mappings on heterogeneous MPSoCs: TONPET versus R2-EMOA. Integr. 69 (2019)
Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink, Arne Peine, Lukas Martin, Guido Dartmann
A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines. MIPRO (2019)
Gereon Onnebrink, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Awaid-Ud-Din Shaheen
A heuristic for multi objective software application mappings on heterogeneous MPSoCs. ASP-DAC (2019)
Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann
On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. EvoApplications (2019)
Martin Andraud, Ahmed Hallawa, Jaro De Roose, Eugenio Cantatore, Gerd Ascheid, Marian Verhelst
Evolving hardware instinctive behaviors in resource-scarce agent swarms exploring hard-to-reach environments. GECCO (Companion) (2018)
Stephan Schlupkothen, Ahmed Hallawa, Gerd Ascheid
Evolutionary Algorithm Optimized Centralized Offline Localization and Mapping. ICNC (2018)
Ahmed Hallawa, Jaro De Roose, Martin Andraud, Marian Verhelst, Gerd Ascheid
Instinct-driven dynamic hardware reconfiguration: evolutionary algorithm optimized compression for autonomous sensory agents. GECCO (Companion) (2017)
Ahmed Hallawa, Stephan Schlupkothen, Giovanni Iacca, Gerd Ascheid
Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization. GECCO (Companion) (2017)
Anil Yaman, Ahmed Hallawa, Matt Coler, Giovanni Iacca
Presenting the ECO: Evolutionary Computation Ontology. EvoApplications (1) (2017)
Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
A Framework for Knowledge Integrated Evolutionary Algorithms. EvoApplications (1) (2017)