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Toward fair graph neural networks via real counterfactual samples
Graph neural networks (GNNs) have become pivotal in various critical decision-making scenarios due to their exceptional performance. However,...
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Aspect-based drug review classification through a hybrid model with ant colony optimization using deep learning
The task of aspect-level sentiment analysis is intricately designed to determine the sentiment polarity directed towards a specific target within a...
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Improving automatic cyberbullying detection in social network environments by fine-tuning a pre-trained sentence transformer language model
The internet use among children and adolescents has increased massively recently. This situation has promoted harmful situations such as...
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Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks
Unmanned aerial vehicles (UAVs), also known as drones, have become instrumental in various domains, including agriculture, geographic information...
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Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems
Coatis optimization algorithm (COA) has recently emerged as an innovative meta-heuristic algorithm (MA) for global optimization, garnering...
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Current trends and future perspectives in hadron therapy: radiobiology
PurposeThe purpose of this article was to highlight current and future trends in radiobiology in an effort to move hadron therapy forward through the...
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Construction and application of medication reminder system: intelligent generation of universal medication schedule
BackgroundPatients with chronic conditions need multiple medications daily to manage their condition. However, most patients have poor compliance,...
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Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment
MotivationRetrosynthesis planning poses a formidable challenge in the organic chemical industry, particularly in pharmaceuticals. Single-step...
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Seamless site-directed mutagenesis in complex cloned DNA sequences using the RedEx method
Seamless site-directed mutagenesis is an important technique for studying protein functions, tuning enzyme catalytic activities and modifying genetic...
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Exploration of COVID-19 data in Malaysia through mapper graph
Huge amounts of data have been collected from various sources during the COVID-19 pandemic, providing a unique opportunity for analysis, data-driven...
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Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach
Nowadays, due to the constantly growing amount of textual information, automatic text summarization constitutes an important research area in natural...