no code implementations • 14 May 2024 • AmeerAli Khan, Qusai Ramadan, Cong Yang, Zeyd Boukhers
This paper aims to tackle the challenge posed by the increasing integration of software tools in research across various disciplines by investigating the application of Falcon-7b for the detection and classification of software mentions within scholarly texts.
1 code implementation • 10 Feb 2024 • Simin Luan, Cong Yang, Zeyd Boukhers, Xue Qin, Dongfeng Cheng, Wei Sui, Zhijun Li
Yet, their practical usage in real-world deblurring, especially motion blur, remains limited due to the lack of pixel-aligned training triplets (background, blurred image, and blur heat map) and restricted information inherent in blurred images.
1 code implementation • 10 Oct 2023 • Cong Yang, Bipin Indurkhya, John See, Bo Gao, Yan Ke, Zeyd Boukhers, Zhenyu Yang, Marcin Grzegorzek
However, most existing shape and image datasets suffer from the lack of skeleton GT and inconsistency of GT standards.
no code implementations • 27 Mar 2023 • Zeyd Boukhers, Arnim Bleier, Yeliz Ucer Yediel, Mio Hienstorfer-Heitmann, Mehrshad Jaberansary, Adamantios Koumpis, Oya Beyan
PADME uses a federated approach where the model is implemented and deployed by all parties and visits each data location incrementally for training.
no code implementations • 17 Mar 2023 • Zeyd Boukhers, Nagaraj Bahubali Asundi
This paper proposes an Author Name Disambiguation (AND) approach that links author names to their real-world entities by leveraging their co-authors and domain of research.
no code implementations • 15 Mar 2023 • Zeyd Boukhers, Christoph Lange, Oya Beyan
Our vision paper outlines a plan to improve the future of semantic interoperability in data spaces through the application of machine learning.
no code implementations • 11 Jul 2022 • Zeyd Boukhers, Nagaraj Asundi Bahubali
As the number of authors is increasing exponentially over years, the number of authors sharing the same names is increasing proportionally.
no code implementations • 12 Feb 2022 • Zeyd Boukhers, Azeddine Bouabdallah, Matthias Lohr, Jan Jürjens
Since the birth of Bitcoin in 2009, cryptocurrencies have emerged to become a global phenomenon and an important decentralized financial asset.
no code implementations • 10 Jan 2022 • Zeyd Boukhers, Timo Hartmann, Jan Jürjens
Specifically, the generated image is supposed to have the minimal possible change to the original image and leads the VQA model to give a different answer.
no code implementations • 8 Aug 2021 • Ipek Baris Schlicht, Erhan Sezerer, Selma Tekir, Oul Han, Zeyd Boukhers
In this paper, we propose to leverage commonsense knowledge for the tasks of false news classification and check-worthy claim detection.
no code implementations • 9 Jul 2021 • Zeyd Boukhers, Nagaraj Bahubali, Abinaya Thulsi Chandrasekaran, Adarsh Anand, Soniya Manchenahalli Gnanendra Prasadand, Sriram Aralappa
In this paper, we propose a novel approach to link author names to their real-world entities by relying on their co-authorship pattern and area of research.
no code implementations • 23 Jun 2021 • Zeyd Boukhers, Philipp Mayr, Silvio Peroni
Automatic processing of bibliographic data becomes very important in digital libraries, data science and machine learning due to its importance in keeping pace with the significant increase of published papers every year from one side and to the inherent challenges from the other side.
no code implementations • 4 Jun 2021 • Zeyd Boukhers, Nada Beili, Timo Hartmann, Prantik Goswami, Muhammad Arslan Zafar
This variety makes traditional NLP methods fail to accurately extract metadata from these publications.
1 code implementation • 11 Mar 2021 • Alexandra Baier, Zeyd Boukhers, Steffen Staab
Physical motion models offer interpretable predictions for the motion of vehicles.
1 code implementation • 14 Jan 2021 • Ipek Baris, Zeyd Boukhers
Social media platforms are vulnerable to fake news dissemination, which causes negative consequences such as panic and wrong medication in the healthcare domain.
1 code implementation • 23 Nov 2020 • Zeyd Boukhers, Danniene Wete, Steffen Staab
Processing sequential multi-sensor data becomes important in many tasks due to the dramatic increase in the availability of sensors that can acquire sequential data over time.