Mohamed Abdelaal

50 papers A* 1B 7C 3Misc 2Journal 20Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	DataLens: ML-Oriented Interactive Tabular Data Quality Dashboard. EDBT Mohamed Abdelaal, Samuel Lokadjaja, Arne Kreuz, Harald Schöning
2025	J	`jnl`	DataLens: ML-Oriented Interactive Tabular Data Quality Dashboard. CoRR Mohamed Abdelaal, Samuel Lokadjaja, Arne Kreuz, Harald Schöning
2025	Misc	`conf`	EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection. BTW Kanishk Chaturvedi, Johannes Gasthuber, Mohamed Abdelaal
2025	J	`jnl`	EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection. CoRR Kanishk Chaturvedi, Johannes Gasthuber, Mohamed Abdelaal
2025	Misc	`conf`	GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback. BTW Mohamed Abdelaal, Samuel Lokadjaja, Gilbert Engert
2025	J	`jnl`	GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback. CoRR Mohamed Abdelaal, Samuel Lokadjaja, Gilbert Engert
2024	J	`jnl`	AI in Manufacturing: Market Analysis and Opportunities. CoRR Mohamed Abdelaal
2024	J	`jnl`	Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. CoRR Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
2024	J	`jnl`	Generalizable Data Cleaning of Tabular Data in Latent Space. Proc. VLDB Endow. Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig
2024	—	`conf`	LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs. ADBIS (Short Papers) Fabian Biester, Mohamed Abdelaal, Daniel Del Gaudio
2024	J	`jnl`	LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs. CoRR Fabian Biester, Mohamed Abdelaal, Daniel Del Gaudio
2024	A*	`conf`	LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks. IJCAI Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao
2024	J	`jnl`	LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks. CoRR Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao
2024	B	`conf`	Open-Source Drift Detection Tools in Action: Insights from Two Use Cases. DaWaK Rieke Müller, Mohamed Abdelaal, Davor Stjelja
2024	J	`jnl`	Open-Source Drift Detection Tools in Action: Insights from Two Use Cases. CoRR Rieke Müller, Mohamed Abdelaal, Davor Stjelja
2024	—	`conf`	ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines. ICDEW Mohamed Abdelaal, Anil Bora Yayak, Kai Klede, Harald Schöning
2024	B	`conf`	SAGED: Few-Shot Meta Learning for Tabular Data Error Detection. EDBT Mohamed Abdelaal, Tim Ktitarev, Daniel Städtler, Harald Schöning
2024	C	`conf`	XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. ICCE Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao
2024	J	`jnl`	XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. CoRR Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao
2023	—	`conf`	AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. aiDM@SIGMOD Mohamed Abdelaal, Rashmi Raju Koparde, Harald Schöning
2023	J	`jnl`	AutoCure: Automated Tabular Data Curation Technique for ML Pipelines. CoRR Mohamed Abdelaal, Rashmi Raju Koparde, Harald Schöning
2023	—	`conf`	Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. AI (2) Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
2023	—	`conf`	DiffML: End-to-end Differentiable ML Pipelines. DEEM@SIGMOD Benjamin Hilprecht, Christian Hammacher, Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig
2023	—	`conf`	Enhancing Knowledge Base Construction from Pre-trained Language Models using Prompt Ensembles. KBC-LM/LM-KBC@ISWC Fabian Biester, Daniel Del Gaudio, Mohamed Abdelaal
2023	B	`conf`	REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines. EDBT Mohamed Abdelaal, Christian Hammacher, Harald Schöning
2023	J	`jnl`	REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines. CoRR Mohamed Abdelaal, Christian Hammacher, Harald Schöning
2023	—	`conf`	RTClean: Context-aware Tabular Data Cleaning using Real-time OFDs. PerCom Workshops Daniel Del Gaudio, Tim Schubert, Mohamed Abdelaal
2023	J	`jnl`	RTClean: Context-aware Tabular Data Cleaning using Real-time OFDs. CoRR Daniel Del Gaudio, Tim Schubert, Mohamed Abdelaal
2023	J	`jnl`	XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process. Mach. Learn. Knowl. Extr. Tobias Clement, Nils Kemmerzell, Mohamed Abdelaal, Michael Amberg
2022	J	`jnl`	DiffML: End-to-end Differentiable ML Pipelines. CoRR Benjamin Hilprecht, Christian Hammacher, Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig
2020	B	`conf`	AutoSec: Multidimensional Timing-Based Anomaly Detection for Automotive Cybersecurity. RTCSA Milan Tepic, Mohamed Abdelaal, Marc Weber, Kurt Rothermel
2020	J	`jnl`	MapSense: Grammar-supported Inference of Indoor Objects from Crowd-sourced 3D Point Clouds. ACM Trans. Internet Things Mohamed Abdelaal, Suriya Sekar, Frank Dürr, Kurt Rothermel, Susanne Becker, Dieter Fritsch
2020	—	`conf`	liteNDN: QoS-Aware Packet Forwarding and Caching for Named Data Networks. CCNC Mohamed Abdelaal, Mustafa Karadeniz, Frank Dürr, Kurt Rothermel
2019	B	`conf`	GaaS: Adaptive Cross-Platform Gateway for IoT Applications. MASS Mohamed Abdelaal, Mochamad Dandy, Frank Dürr, Kurt Rothermel, Marwan Abdelgawad
2018	J	`jnl`	ComNSense: Grammar-Driven Crowd-Sourcing of Point Clouds for Automatic Indoor Mapping. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Mohamed Abdelaal, Daniel Reichelt, Frank Dürr, Kurt Rothermel, Lavinia Runceanu, Susanne Becker, Dieter Fritsch
2018	B	`conf`	GreenMap: Approximated Filtering Towards Energy-Aware Crowdsensing for Indoor Mapping. MASS Johannes Kässinger, Mohamed Abdelaal, Frank Dürr, Kurt Rothermel
2018	J	`jnl`	Quality of service control in proactive wireless sensor networks via lifetime planning. Int. J. Sens. Networks Peilin Zhang, Mohamed Abdelaal, Oliver E. Theel
2017	J	`jnl`	An Improved BLE Indoor Localization with Kalman-Based Fusion: An Experimental Study. Sensors Jenny Röbesaat, Peilin Zhang, Mohamed Abdelaal, Oliver E. Theel
2017	C	`conf`	GraMap: QoS-Aware Indoor Mapping Through Crowd-Sensing Point Clouds with Grammar Support. MobiQuitous Mohamed Abdelaal, Frank Dürr, Kurt Rothermel, Susanne Becker, Dieter Fritsch
2017	C	`conf`	iSense: Energy-aware crowd-sensing framework. IPCCC Mohamed Abdelaal, Mohammad Qaid, Frank Dürr, Kurt Rothermel
2016	—	`—`	Enabling Energy-Efficient Wireless Sensing with Improved Service Quality. Mohamed Abdelaal
2016	J	`jnl`	Improving Energy Efficiency in QoS-Constrained Wireless Sensor Networks. Int. J. Distributed Sens. Networks Mohamed Abdelaal, Oliver E. Theel, Christian Kuka, Peilin Zhang, Yang Gao, Vasilisa Bashlovkina, Daniela Nicklas, Martin Fränzle
2015	—	`conf`	FuzzyCAT: A lightweight Adaptive Transform for sensor data compression. ICC Workshops Vasilisa Bashlovkina, Mohamed Abdelaal, Oliver E. Theel
2015	—	`conf`	FuzzyCAT: a novel procedure for refining the F-transform based sensor data compression. IPSN Vasilisa Bashlovkina, Mohamed Abdelaal, Oliver E. Theel
2015	—	`conf`	Nonlinear Model Predictive Control for Tracking of Underactuated Vessels under Input Constraints. EMS Mohamed Abdelaal, Martin Fränzle, Axel Hahn
2015	—	`conf`	QoS Improvement with Lifetime Planning in Wireless Sensor Networks. MSN Mohamed Abdelaal, Peilin Zhang, Oliver E. Theel
2015	—	`conf`	Reliable virtual sensing for wireless sensor networks. ISSNIP Mohamed Abdelaal, Christian Kuka, Oliver E. Theel, Daniela Nicklas
2014	—	`conf`	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 Mohamed Abdelaal
2014	—	`conf`	EAVS: Energy aware virtual sensing for wireless sensor networks. ISSNIP Mohamed Abdelaal, Yang Gao, Martin Fränzle, Oliver E. Theel
2014	—	`conf`	Recent energy-preservation endeavours for longlife wireless sensor networks: A concise survey. WOCN Mohamed Abdelaal, Oliver E. Theel