Name: Dr.-Ing. Mohamed Abdelaal
Type: User
Company: Software AG
Bio: I serve as a Senior Research Scientist and Project Leader at Software AG located in Darmstadt, Germany. My research focuses on democratizing data quality tools.
Location: Germany
Blog: https://mohamedyd.github.io/
Dr.-Ing. Mohamed Abdelaal's Projects
A list of AI/ML driven companies in Egypt
This repository hosts the Data Valuation framework designed for Iterative Self-Learning purposes.
Augur is a toolset that helps simulate and detect drift in different types of datasets, to define the best metrics that can be used to predict drift before it happens.
Source code of the paper AutoCure: Automated Tabular Data Curation for ML Pipelines
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A collection of resources in different domains
Source code of the benchmark of open-source drift detection tools
Resources for Data Centric AI
Code repository for the LOP paper on data cleaning.
Dataset Condensation (ICLR21 and ICML21)
Data Shapley: Equitable Valuation of Data for Machine Learning
Distributional Shapley: A Distributional Framework for Data Valuation
A website dedicated to showcasing the profiles of prominent Egyptian researchers in the field of AI.
Time-series prediction for energy-efficient wireless sensor networks: Case study of detectinng plants' diseases in greenhouses
Compilation of high-profile real-world examples of failed machine learning projects
Google Research
Deep neural network to extract intelligent information from PDF invoice documents.
Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"
OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)
Source code of the paper "ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines"
A comprehensive benchmark for data cleaning methods and their impact of ML models