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ORCIDMohamed Abdelaal 0001
Person information
- affiliation: Software AG, Darmstadt, Germany
- affiliation: University of Stuttgart, Institute for Parallel and Distributed Systems, Germany
- affiliation: Carl von Ossietzky University of Oldenburg, Department of Computer Science, Germany
Other persons with the same name
- Mohamed Abdelaal 0002
![[0000-0002-6872-5150]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6872-5150")
— University of Hannover, Institute of Cartography and Geoinformatics, Germany
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2020 – today
- 2024
[c25]Rieke Müller, Mohamed Abdelaal, Davor Stjelja:
Open-Source Drift Detection Tools in Action: Insights from Two Use Cases. DaWaK 2024: 346-352- [c24]Mohamed Abdelaal, Tim Ktitarev, Daniel Städtler, Harald Schöning:
SAGED: Few-Shot Meta Learning for Tabular Data Error Detection. EDBT 2024: 386-398 - [c23]Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao:
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. ICCE 2024: 1-4 - [c22]Mohamed Abdelaal, Anil Bora Yayak, Kai Klede, Harald Schöning:
ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines. ICDEW 2024: 324-330 - [c21]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. IJCAI 2024: 8754-8758 - [i10]Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao:
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. CoRR abs/2401.09900 (2024) - [i9]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 abs/2402.04982 (2024) - [i8]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 abs/2402.12525 (2024) - [i7]Rieke Müller, Mohamed Abdelaal, Davor Stjelja:
Open-Source Drift Detection Tools in Action: Insights from Two Use Cases. CoRR abs/2404.18673 (2024) - [i6]Fabian Biester, Mohamed Abdelaal, Daniel Del Gaudio:
LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs. CoRR abs/2404.18681 (2024) - [i5]Mohamed Abdelaal:
AI in Manufacturing: Market Analysis and Opportunities. CoRR abs/2407.05426 (2024) - 2023
- [j6]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): 78-108 (2023) - [c20]Mohamed Abdelaal, Rashmi Koparde, Harald Schöning:
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. aiDM@SIGMOD 2023: 1:1-1:11 - [c19]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: 147-159 - [c18]Benjamin Hilprecht, Christian Hammacher, Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig:
DiffML: End-to-end Differentiable ML Pipelines. DEEM@SIGMOD 2023: 7:1-7:7 - [c17]Mohamed Abdelaal, Christian Hammacher, Harald Schöning:
REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines. EDBT 2023: 499-511 - [c16]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 - [c15]Daniel Del Gaudio, Tim Schubert, Mohamed Abdelaal:
RTClean: Context-aware Tabular Data Cleaning using Real-time OFDs. PerCom Workshops 2023: 546-551 - [i4]Mohamed Abdelaal, Christian Hammacher, Harald Schöning:
REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines. CoRR abs/2302.04702 (2023) - [i3]Daniel Del Gaudio, Tim Schubert, Mohamed Abdelaal:
RTClean: Context-aware Tabular Data Cleaning using Real-time OFDs. CoRR abs/2302.04726 (2023) - [i2]Mohamed Abdelaal, Rashmi Koparde, Harald Schöning:
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. CoRR abs/2304.13636 (2023) - 2022
- [i1]Benjamin Hilprecht, Christian Hammacher, Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig:
DiffML: End-to-end Differentiable ML Pipelines. CoRR abs/2207.01269 (2022) - 2020
- [j5]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): 11:1-11:28 (2020) - [c14]Mohamed Abdelaal, Mustafa Karadeniz, Frank Dürr, Kurt Rothermel:
liteNDN: QoS-Aware Packet Forwarding and Caching for Named Data Networks. CCNC 2020: 1-9 - [c13]Milan Tepic, Mohamed Abdelaal, Marc Weber, Kurt Rothermel:
AutoSec: Multidimensional Timing-Based Anomaly Detection for Automotive Cybersecurity. RTCSA 2020: 1-10
2010 – 2019
- 2019
- [c12]Mohamed Abdelaal, Mochamad Dandy, Frank Dürr, Kurt Rothermel, Marwan Abdelgawad:
GaaS: Adaptive Cross-Platform Gateway for IoT Applications. MASS 2019: 217-226 - 2018
- [j4]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): 252-268 (2018) - [j3]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): 1:1-1:26 (2018) - [c11]Johannes Kässinger, Mohamed Abdelaal, Frank Dürr, Kurt Rothermel:
GreenMap: Approximated Filtering Towards Energy-Aware Crowdsensing for Indoor Mapping. MASS 2018: 451-459 - 2017
- [j2]Jenny Röbesaat, Peilin Zhang, Mohamed Abdelaal, Oliver E. Theel:
An Improved BLE Indoor Localization with Kalman-Based Fusion: An Experimental Study. Sensors 17(5): 951 (2017) - [c10]Mohamed Abdelaal, Mohammad Qaid, Frank Dürr, Kurt Rothermel:
iSense: Energy-aware crowd-sensing framework. IPCCC 2017: 1-9 - [c9]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: 292-302 - 2016
- [b1]Mohamed Abdelaal:
Enabling Energy-Efficient Wireless Sensing with Improved Service Quality. University of Oldenburg, Germany, 2016 - [j1]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): 1576038:1-1576038:28 (2016) - 2015
- [c8]Mohamed Abdelaal, Martin Fränzle, Axel Hahn:
Nonlinear Model Predictive Control for Tracking of Underactuated Vessels under Input Constraints. EMS 2015: 313-318 - [c7]Vasilisa Bashlovkina, Mohamed Abdelaal, Oliver E. Theel:
FuzzyCAT: A lightweight Adaptive Transform for sensor data compression. ICC Workshops 2015: 2756-2762 - [c6]Vasilisa Bashlovkina, Mohamed Abdelaal, Oliver E. Theel:
FuzzyCAT: a novel procedure for refining the F-transform based sensor data compression. IPSN 2015: 340-341 - [c5]Mohamed Abdelaal, Christian Kuka, Oliver E. Theel, Daniela Nicklas:
Reliable virtual sensing for wireless sensor networks. ISSNIP 2015: 1-7 - [c4]Mohamed Abdelaal, Peilin Zhang, Oliver E. Theel:
QoS Improvement with Lifetime Planning in Wireless Sensor Networks. MSN 2015: 8-17 - 2014
- [c3]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: 157 - [c2]Mohamed Abdelaal, Yang Gao, Martin Fränzle, Oliver E. Theel:
EAVS: Energy aware virtual sensing for wireless sensor networks. ISSNIP 2014: 1-6 - [c1]Mohamed Abdelaal, Oliver E. Theel:
Recent energy-preservation endeavours for longlife wireless sensor networks: A concise survey. WOCN 2014: 1-7
Coauthor Index
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