Ahmed Hallawa

26 papers B 2Misc 2Journal 9Unranked 13
YearRankTypeTitle / Venue / Authors
2024 Misc conf
LITEVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data.
ICASSP
Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Martin, Arne Peine, Anke Schmeink
2023 J jnl
LiteVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data.
CoRR
Hendrik Laux, Emil Mededovic, Ahmed Hallawa, Lukas Martin, Arne Peine, Anke Schmeink
2023 J jnl
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Mahdi Barhoush, Ahmed Hallawa, Arne Peine, Lukas Martin, Anke Schmeink
2023 — conf
On Using Meta-Learning to Overcome Challenges in Speaker Localization.
EUROCON
Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink
2023 J jnl
Speaker identification and localization using shuffled MFCC features and deep learning.
Int. J. Speech Technol.
Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink
2022 — conf
A Visualization and Benchmarking Simulator for Clinical Data.
pHealth
Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Martin, Anke Schmeink, Ahmed Hallawa, Guido Dartmann
2022 — conf
Exploration of unknown environments via evolution of behavioral and morphological properties of miniaturized sensory agents.
GECCO Companion
Cagatay Sariman, Ahmed Hallawa, Erdi Sayar, Arne Peine, Lukas Martin, Anke Schmeink
2021 J jnl
A Framework for Knowledge Integrated Evolutionary Algorithms.
CoRR
Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
2021 J jnl
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach.
ACM J. Emerg. Technol. Comput. Syst.
Dominik Sisejkovic, Farhad Merchant, Lennart M. Reimann, Harshit Srivastava, Ahmed Hallawa, Rainer Leupers
2021 J jnl
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.
npj Digit. Medicine
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
2021 — conf
Evo-RL: evolutionary-driven reinforcement learning.
GECCO Companion
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
2020 — conf
3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs.
ARCS
Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
2020 — conf
A Machine Learning Approach for the Classification of Disease Risks in Time Series.
MECO
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
2020 J jnl
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach.
CoRR
Dominik Sisejkovic, Farhad Merchant, Lennart M. Reimann, Harshit Srivastava, Ahmed Hallawa, Rainer Leupers
2020 J jnl
EVO-RL: Evolutionary-Driven Reinforcement Learning.
CoRR
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
2020 B conf
Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution.
EvoApplications
Ahmed Hallawa, Simon Schug, Giovanni Iacca, Gerd Ascheid
2019 — conf
A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines.
MIPRO
Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink, Arne Peine, Lukas Martin, Guido Dartmann
2019 — conf
A heuristic for multi objective software application mappings on heterogeneous MPSoCs.
ASP-DAC
Gereon Onnebrink, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Awaid-Ud-Din Shaheen
2019 J jnl
Multi-objective optimisation of software application mappings on heterogeneous MPSoCs: TONPET versus R2-EMOA.
Integr.
Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
2019 B conf
On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets.
EvoApplications
Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann
2018 Misc conf
Evolutionary Algorithm Optimized Centralized Offline Localization and Mapping.
ICNC
Stephan Schlupkothen, Ahmed Hallawa, Gerd Ascheid
2018 — conf
Evolving hardware instinctive behaviors in resource-scarce agent swarms exploring hard-to-reach environments.
GECCO (Companion)
Martin Andraud, Ahmed Hallawa, Jaro De Roose, Eugenio Cantatore, Gerd Ascheid, Marian Verhelst
2017 — conf
A Framework for Knowledge Integrated Evolutionary Algorithms.
EvoApplications (1)
Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
2017 — conf
Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization.
GECCO (Companion)
Ahmed Hallawa, Stephan Schlupkothen, Giovanni Iacca, Gerd Ascheid
2017 — conf
Instinct-driven dynamic hardware reconfiguration: evolutionary algorithm optimized compression for autonomous sensory agents.
GECCO (Companion)
Ahmed Hallawa, Jaro De Roose, Martin Andraud, Marian Verhelst, Gerd Ascheid
2017 — conf
Presenting the ECO: Evolutionary Computation Ontology.
EvoApplications (1)
Anil Yaman, Ahmed Hallawa, Matt Coler, Giovanni Iacca