Mohamed Abdelaal

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 28

Top Venues

University of Oldenburg, Germany (PHD)

Education History

University of Oldenburg, Germany

PHD

Publications

Fabian Biester, Mohamed Abdelaal, Daniel Del Gaudio
LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs. CoRR (2024)
Rieke Müller, Mohamed Abdelaal, Davor Stjelja
Open-Source Drift Detection Tools in Action: Insights from Two Use Cases. DaWaK (2024)
Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. ICCE (2024)
Mohamed Abdelaal
AI in Manufacturing: Market Analysis and Opportunities. CoRR (2024)
Mohamed Abdelaal, Anil Bora Yayak, Kai Klede, Harald Schöning
ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines. ICDEW (2024)
Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. CoRR (2024)
Mohamed Abdelaal, Tim Ktitarev, Daniel Städtler, Harald Schöning
SAGED: Few-Shot Meta Learning for Tabular Data Error Detection. EDBT (2024)
Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. CoRR (2024)
Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks. CoRR (2024)
Rieke Müller, Mohamed Abdelaal, Davor Stjelja
Open-Source Drift Detection Tools in Action: Insights from Two Use Cases. CoRR (2024)
Tobias Clement, Nils Kemmerzell, Mohamed Abdelaal, Michael Amberg
XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Benjamin Hilprecht, Christian Hammacher, Eduardo Reis, Mohamed Abdelaal, Carsten Binnig
DiffML: End-to-end Differentiable ML Pipelines. DEEM@SIGMOD (2023)
Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. AI (2) (2023)
Mohamed Abdelaal, Rashmi Koparde, Harald Schöning
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. CoRR (2023)
Fabian Biester, Daniel Del Gaudio, Mohamed Abdelaal
Enhancing Knowledge Base Construction from Pre-trained Language Models using Prompt Ensembles. KBC-LM/LM-KBC@ISWC (2023)
Daniel Del Gaudio, Tim Schubert, Mohamed Abdelaal
RTClean: Context-aware Tabular Data Cleaning using Real-time OFDs. PerCom Workshops (2023)
Mohamed Abdelaal, Rashmi Koparde, Harald Schöning
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. aiDM@SIGMOD (2023)
Milan Tepic, Mohamed Abdelaal, Marc Weber, Kurt Rothermel
AutoSec: Multidimensional Timing-Based Anomaly Detection for Automotive Cybersecurity. RTCSA (2020)
Mohamed Abdelaal, Suriya Sekar, Frank Dürr, Kurt Rothermel, Susanne Becker, Dieter Fritsch
MapSense: Grammar-supported Inference of Indoor Objects from Crowd-sourced 3D Point Clouds. ACM Trans. Internet Things 1 (2) (2020)
Mohamed Abdelaal, Mustafa Karadeniz, Frank Dürr, Kurt Rothermel
liteNDN: QoS-Aware Packet Forwarding and Caching for Named Data Networks. CCNC (2020)
Mohamed Abdelaal, Mochamad Dandy, Frank Dürr, Kurt Rothermel, Marwan Abdelgawad
GaaS: Adaptive Cross-Platform Gateway for IoT Applications. MASS (2019)
Johannes Kassinger, Mohamed Abdelaal, Frank Dürr, Kurt Rothermel
GreenMap: Approximated Filtering Towards Energy-Aware Crowdsensing for Indoor Mapping. MASS (2018)
Mohamed Abdelaal, Daniel Reichelt, Frank Dürr, Kurt Rothermel, Lavinia Runceanu, Susanne Becker, Dieter Fritsch
ComNSense: Grammar-Driven Crowd-Sourcing of Point Clouds for Automatic Indoor Mapping. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Peilin Zhang, Mohamed Abdelaal, Oliver E. Theel
Quality of service control in proactive wireless sensor networks via lifetime planning. Int. J. Sens. Networks 26 (4) (2018)
Mohamed Abdelaal, Mohammad Qaid, Frank Dürr, Kurt Rothermel
iSense: Energy-aware crowd-sensing framework. IPCCC (2017)
Jenny Röbesaat, Peilin Zhang, Mohamed Abdelaal, Oliver E. Theel
An Improved BLE Indoor Localization with Kalman-Based Fusion: An Experimental Study. Sensors 17 (5) (2017)
Mohamed Abdelaal, Frank Dürr, Kurt Rothermel, Susanne Becker, Dieter Fritsch
GraMap: QoS-Aware Indoor Mapping Through Crowd-Sensing Point Clouds with Grammar Support. MobiQuitous (2017)
Mohamed Abdelaal, Oliver E. Theel, Christian Kuka, Peilin Zhang, Yang Gao, Vasilisa Bashlovkina, Daniela Nicklas, Martin Fränzle
Improving Energy Efficiency in QoS-Constrained Wireless Sensor Networks. Int. J. Distributed Sens. Networks 12 (5) (2016)
Mohamed Abdelaal, Martin Fränzle, Axel Hahn
Nonlinear Model Predictive Control for Tracking of Underactuated Vessels under Input Constraints. EMS (2015)
Mohamed Abdelaal, Christian Kuka, Oliver E. Theel, Daniela Nicklas
Reliable virtual sensing for wireless sensor networks. ISSNIP (2015)
Vasilisa Bashlovkina, Mohamed Abdelaal, Oliver E. Theel
FuzzyCAT: a novel procedure for refining the F-transform based sensor data compression. IPSN (2015)
Mohamed Abdelaal, Peilin Zhang, Oliver E. Theel
QoS Improvement with Lifetime Planning in Wireless Sensor Networks. MSN (2015)
Vasilisa Bashlovkina, Mohamed Abdelaal, Oliver E. Theel
FuzzyCAT: A lightweight Adaptive Transform for sensor data compression. ICC Workshops (2015)
Mohamed Abdelaal
Design and analysis of power conservation techniques for maximizing the lifetime expectancy of tiny sensing devices. Joint Workshop of the German Research Training Groups in Computer Science (2014)
Mohamed Abdelaal, Yang Gao, Martin Fränzle, Oliver E. Theel
EAVS: Energy aware virtual sensing for wireless sensor networks. ISSNIP (2014)
Mohamed Abdelaal, Oliver E. Theel
Recent energy-preservation endeavours for longlife wireless sensor networks: A concise survey. WOCN (2014)

Mohamed Abdelaal.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mohamed Abdelaal