In this pioneering research, a transformative paradigm in culinary quality assessment through the implementation of an Intelligent Food Grading System (IFGS) powered by state-of-the-art machine learning algorithms is ...
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The government of The Netherlands has mandated public organizations to disclose an algorithm register in the future. This aligns with the upcoming AI Act of the European Union, as a directive that aims to enhance tran...
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ISBN:
(纸本)9783031610066;9783031610073
The government of The Netherlands has mandated public organizations to disclose an algorithm register in the future. This aligns with the upcoming AI Act of the European Union, as a directive that aims to enhance transparency in algorithmic decision-making and use. This research highlights that the practices are rarely mature and not fully understood, which is characterized by their variability. The novelty of the practices in the industry and the limited research to date, currently make this a chaotic domain. In this research, we explore this domain through a method engineering approach. We conduct six case studies to elicit the process that each organization applies or envisions to manage their algorithm register. We model their processes using Process-Deliverable Diagrams, a meta-modeling technique that integrates dynamic and static perspectives. By applying a systematic method comparison approach, we compare and combine the processes into a single reference method for algorithm register management (RM4AR). This paper documents the process and outcomes of developing such a reference method, demonstrating how method engineering techniques aid in bringing structure into an emerging field.
This survey article presents a number of optimization algorithms based on the natural selection with the help of collecting data on the precision medicine and cholesterol disease prediction. Of course, it refers to th...
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Population aging has become a major issue in Asian countries. Advances in computer algorithms have enabled the design and development of smart home and elderly care devices. Given the limitations of existing fall dete...
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This paper focuses on the challenges of modeling and verifying symmetric distributed algorithms with point-to-point and bidirectional communications using the SPIN model checker. In this paper, we first state the prob...
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In modern agriculture, the quest for enhanced crop yield and nutrient efficiency is paramount. Leveraging the Gradient Boosting Regressor algorithm, this research proposes a novel method to address this challenge. By ...
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Because of the damage it can do to people, communities, and countries, the massive spread of misinformation across many internet stages has develop an urgent issue. In order to address this issue, the scientific commu...
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This systematic literature review critically assesses power allocation enhancement in Multiple-Input Multiple-Output Orthogonal Frequency-Division Multiplexing (MIMO-OFDM) systems, vital for improving wireless communi...
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Generative Adversarial Networks are employed by GAN-based models in image steganography to efficiently conceal information from images while preserving their visual integrity. These models are made up of two primary p...
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In this proposed approach an A-CNN-LSTM model that, over the medium to long term, can forecast, down to the hourly level, the patterns of electricity use in commercial and residential buildings. Institutional and resi...
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