default search action
Mohamed 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
— University of Hannover, Institute of Cartography and Geoinformatics, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c26]Fabian Biester, Mohamed Abdelaal, Daniel Del Gaudio:
LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs. ADBIS (Short Papers) 2024: 68-78 - [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
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
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
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. aiDM@SIGMOD 2023: 1:1-1:11 - [c19]Tobias Clement, Truong Thanh Hung Nguyen
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. AI (2) 2023: 147-159 - [c18]Benjamin Hilprecht
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
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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-08 01:28 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: