Nirmal et *** a machine learning-based design of ternary organic solar cells,utilizing feature importance[1].This paper highlights the alarming potential biases in the use of feature importance in machine learning,whi...
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Nirmal et *** a machine learning-based design of ternary organic solar cells,utilizing feature importance[1].This paper highlights the alarming potential biases in the use of feature importance in machine learning,which can lead to incorrect conclusions and *** scientists and researchers including Nirmal et *** unaware that feature importances in machine learning in general are model-specific and do not necessarily represent true associations between the target and features.
With the emerging significance of Generative Al solutions today in real-world business problems, the adoption of Large Language Models (LLMs) has been observed widely Large Language Models (LLMs), LLMs are a subset of...
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The k-hop query represents a fundamental challenge in various graph applications, often supported by numerous distributed systems. The conventional approach to this query paradigm typically involves iterative layer-by...
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The state-of-the-art approximate nearest neighbor search (ANNS) algorithm builds a large proximity graph on the dataset and performs a greedy beam search, which may bring many unnecessary explorations. We develop a no...
The minimum aberration(MA) criterion plays a crucial role in the study of comparing and selecting fractional factorial designs. In this paper, the concept of MA is naturally generalized to mixed-level baseline designs...
The minimum aberration(MA) criterion plays a crucial role in the study of comparing and selecting fractional factorial designs. In this paper, the concept of MA is naturally generalized to mixed-level baseline designs. Based on the relationship between the model matrix and design matrix of mixed-level baseline designs,the formulation of the MA criterion for baseline mixed-level designs and the efficient complete search algorithm are explored, which covers the existing results for s-level cases. A catalogue of MA baseline designs with run sizes of 8 to 27 is provided.
Many smart or cell phones have built-in distance, signal, and air pollution sensors. While collecting information, an acceleration registering device is a three-dimensional one and it can be applied in the gait analys...
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This paper presents an automated inter-hospital communication system for efficient bed allocation during pandemics, featuring role-based access for secure data handling. The system leverages real-time data integration...
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In the recent UNCTAD World Investment Report 2023, China has the highest FDI inflows among the developing countries, following Brazil, India, Mexico, and Indonesia. These five developing countries attracted more FDI i...
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This paper establishes the asymptotic independence between the quadratic form z^(T)Az and maximum max1≤i≤p|zi|of a sequence of independent sub-Gaussian random variables z=(z1m…zp)^(T).Based on this theoretical resu...
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This paper establishes the asymptotic independence between the quadratic form z^(T)Az and maximum max1≤i≤p|zi|of a sequence of independent sub-Gaussian random variables z=(z1m…zp)^(T).Based on this theoretical result,we find the asymptotic joint distribution for the quadratic form and maximum,which can be applied into the high-dimensional testing *** combining the sum-type test and the max-type test,we propose the Fisher’s combination tests for the one-sample mean test and two-sample mean *** this novel general framework,several strong assumptions in existing literature have been *** Carlo simulation has been done which shows that our proposed tests are strongly robust to both sparse and dense data.
6G wireless communication technology is set to provide the Internet of Vehicles (IoVs) with increased data transmission rates and reduced latency. Specifically, the high device density and end-to-end communication cap...
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