no code implementations • 18 Mar 2024 • Benedikt T. Arnold, Johannes Theissen-Lipp, Diego Collarana, Christoph Lange, Sandra Geisler, Edward Curry, Stefan Decker
Dataspaces have recently gained adoption across various sectors, including traditionally less digitized domains such as culture.
1 code implementation • 16 Nov 2023 • Cristiano André Köhler, Danylo Ulianych, Sonja Grün, Stefan Decker, Michael Denker
We present Alpaca (Automated Lightweight Provenance Capture), a tool that captures fine-grained provenance information with minimal user intervention when running data analysis pipelines implemented in Python scripts.
no code implementations • 12 Oct 2023 • Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Oya Deniz Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
Domain experts often rely on most recent knowledge for apprehending and disseminating specific biological processes that help them design strategies for developing prevention and therapeutic decision-making in various disease scenarios.
no code implementations • 21 Mar 2023 • Stefan Decker
Advancements in computer science and AI lead to the development of larger, more complex knowledge bases.
no code implementations • 9 Feb 2023 • Md. Rezaul Karim, Lina Molinas Comet, Oya Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
However, exploration and querying large-scale KGs is tedious for certain groups of users due to a lack of knowledge about underlying data assets or semantic technologies.
1 code implementation • 25 Dec 2022 • Md. Rezaul Karim, Tanhim Islam, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
Explainable artificial intelligence (XAI) aims to overcome the opaqueness of black-box models and provide transparency in how AI systems make decisions.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1
no code implementations • 12 Oct 2022 • Md. Rezaul Karim, Hussain Ali, Prinon Das, Mohamed Abdelwaheb, Stefan Decker
However, exploration and querying large-scale KGs is tedious for certain groups of users due to a lack of knowledge about underlying data assets or semantic technologies.
no code implementations • 29 Aug 2022 • Md. Rezaul Karim, Md. Shajalal, Alex Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, Stefan Decker
Many real-life datasets, however, are of increasingly high dimensionality, where a large number of features may be irrelevant for both supervised and unsupervised learning tasks.
no code implementations • 18 Oct 2021 • Jiahui Geng, Yongli Mou, Feifei Li, Qing Li, Oya Beyan, Stefan Decker, Chunming Rong
We find that image restoration fails even if there is only one incorrectly inferred label in the batch; we also find that when batch images have the same label, the corresponding image is restored as a fusion of that class of images.
1 code implementation • 26 Feb 2021 • Leandro Eichenberger, Michael Cochez, Benjamin Heitmann, Stefan Decker
During the protocol, the intersection between the two knowledge graphs is determined in a privacy preserving fashion.
1 code implementation • 28 Dec 2020 • Md. Rezaul Karim, Sumon Kanti Dey, Tanhim Islam, Sagor Sarker, Mehadi Hasan Menon, Kabir Hossain, Bharathi Raja Chakravarthi, Md. Azam Hossain, Stefan Decker
The exponential growths of social media and micro-blogging sites not only provide platforms for empowering freedom of expressions and individual voices, but also enables people to express anti-social behaviour like online harassment, cyberbullying, and hate speech.
1 code implementation • 9 Apr 2020 • Md. Rezaul Karim, Till Döhmen, Dietrich Rebholz-Schuhmann, Stefan Decker, Michael Cochez, Oya Beyan
Amid the coronavirus disease(COVID-19) pandemic, humanity experiences a rapid increase in infection numbers across the world.
1 code implementation • 9 Sep 2019 • Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange
In this paper, we propose a new approach called OncoNetExplainer to make explainable predictions of cancer types based on GE data.
no code implementations • 6 Sep 2019 • Ruijie Wang, Meng Wang, Jun Liu, Michael Cochez, Stefan Decker
At the core of the construction is to deduce the structure of the target query and determine the vertices/edges which constitute the query.
no code implementations • 7 Aug 2019 • Andrei Ionita, André Pomp, Michael Cochez, Tobias Meisen, Stefan Decker
Smart cities around the world have begun monitoring parking areas in order to estimate available parking spots and help drivers looking for parking.
1 code implementation • 4 Aug 2019 • Md. Rezaul Karim, Michael Cochez, Joao Bosco Jares, Mamtaz Uddin, Oya Beyan, Stefan Decker
Existing data-driven prediction approaches for DDIs typically rely on a single source of information, while using information from multiple sources would help improve predictions.
4 code implementations • 30 May 2018 • Md. Rezaul Karim, Michael Cochez, Achille Zappa, Ratnesh Sahay, Oya Beyan, Dietrich-Rebholz Schuhmann, Stefan Decker
The study of genetic variants can help find correlating population groups to identify cohorts that are predisposed to common diseases and explain differences in disease susceptibility and how patients react to drugs.
no code implementations • 16 Jul 2016 • Michael Cochez, Stefan Decker, Eric Prud'hommeaux
In this paper we present a practical implementation of a different kind of knowledge representation based on Prototypes.