Zobrazeno 1 - 10
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pro vyhledávání: '"Arian, P."'
We address the task of hierarchical multi-label classification (HMC) of scientific documents at an industrial scale, where hundreds of thousands of documents must be classified across thousands of dynamic labels. The rapid growth of scientific public
Externí odkaz:
http://arxiv.org/abs/2412.05137
Advances in tracking technologies have spurred the rapid growth of large-scale trajectory data. Building a compact collection of pathlets, referred to as a trajectory pathlet dictionary, is essential for supporting mobility-related applications. Exis
Externí odkaz:
http://arxiv.org/abs/2412.03715
Autor:
Picón, Ginés Carreto, Oleksiienko, Illia, Hedegaard, Lukas, Bakhtiarnia, Arian, Iosifidis, Alexandros
Transformers are widely used for their ability to capture data relations in sequence processing, with great success for a wide range of static tasks. However, the computational and memory footprint of their main component, i.e., the Scaled Dot-produc
Externí odkaz:
http://arxiv.org/abs/2412.03214
Autor:
Arabi, Arian Fooroogh Mand, Koyuturk, Cansu, O'Mahony, Michael, Calati, Raffaella, Ognibene, Dimitri
This paper presents the iterative development of Habit Coach, a GPT-based chatbot designed to support users in habit change through personalized interaction. Employing a user-centered design approach, we developed the chatbot using a Retrieval-Augmen
Externí odkaz:
http://arxiv.org/abs/2411.19229
The Single-Turn Crescendo Attack (STCA), first introduced in Aqrawi and Abbasi [2024], is an innovative method designed to bypass the ethical safeguards of text-to-text AI models, compelling them to generate harmful content. This technique leverages
Externí odkaz:
http://arxiv.org/abs/2411.18699
Kalman Filters (KF) are fundamental to real-time state estimation applications, including radar-based tracking systems used in modern driver assistance and safety technologies. In a linear dynamical system with Gaussian noise distributions the KF is
Externí odkaz:
http://arxiv.org/abs/2411.16930
Electronic health records (EHRs) contain important longitudinal information on individuals who have received medical care. Traditionally, EHRs have been used to support a wide range of administrative activities such as billing and clinical workflow,
Externí odkaz:
http://arxiv.org/abs/2411.10342
Portfolio diversification, traditionally measured through asset correlations and volatilitybased metrics, is fundamental to managing financial risk. However, existing diversification metrics often overlook non-numerical relationships between assets t
Externí odkaz:
http://arxiv.org/abs/2411.06080
Autor:
Bause, Roman, Balasubramanian, Nithesh, Fikkers, Ties, Prinsen, Eifion H., Steinebach, Kees, Jadbabaie, Arian, Hutzler, Nicholas R., Aucar, I. Agustín, Pašteka, Lukáš F., Borschevsky, Anastasia, Hoekstra, Steven
We present the conceptual design of an experiment to measure the electron's electric dipole moment (eEDM) using $^{138}$BaOH molecules in an optical lattice. The BaOH molecule is laser-coolable and highly sensitive to the eEDM, making it an attractiv
Externí odkaz:
http://arxiv.org/abs/2411.00441
Autor:
Lin, Xiachong, Prabowo, Arian, Razzak, Imran, Xue, Hao, Amos, Matthew, Behrens, Sam, Salim, Flora D.
The growing integration of digitized infrastructure with Internet of Things (IoT) networks has transformed the management and optimization of building energy consumption. By leveraging IoT-based monitoring systems, stakeholders such as building manag
Externí odkaz:
http://arxiv.org/abs/2411.08888