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  1. 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,...

    Zichong Wang, Meikang Qiu, ... Wenbin Zhang in Knowledge and Information Systems
    Article 15 July 2024
  2. 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...

    Putta Durga, Deepthi Godavarthi, ... Santi Swarup Basa in Discover Computing
    Article Open access 15 July 2024
  3. Retraction Note: Automatic detection of sleep spindles with the use of STFT, EMD and DWT methods

    Cüneyt Yücelbaş, Şule Yücelbaş, ... Şebnem Yosunkaya in Neural Computing and Applications
    Article 15 July 2024
  4. 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...

    Karel Gutiérrez-Batista, Jesica Gómez-Sánchez, Carlos Fernandez-Basso in Social Network Analysis and Mining
    Article Open access 15 July 2024
  5. 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...

    Article Open access 15 July 2024
  6. 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...

    Rui Zhong, Chao Zhang, Jun Yu in Knowledge and Information Systems
    Article 15 July 2024
  7. Current trends and future perspectives in hadron therapy: radiobiology

    Purpose

    The purpose of this article was to highlight current and future trends in radiobiology in an effort to move hadron therapy forward through the...

    Michael D. Story, Anthony J. Davis, Brock J. Sishc in Health and Technology
    Article Open access 15 July 2024
  8. Construction and application of medication reminder system: intelligent generation of universal medication schedule

    Background

    Patients with chronic conditions need multiple medications daily to manage their condition. However, most patients have poor compliance,...

    Hangxing Huang, Lu Zhang, ... Jian **ao in BioData Mining
    Article Open access 15 July 2024
  9. Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment

    Motivation

    Retrosynthesis planning poses a formidable challenge in the organic chemical industry, particularly in pharmaceuticals. Single-step...

    Kaipeng Zeng, Bo Yang, ... Yanyan Xu in Journal of Cheminformatics
    Article Open access 15 July 2024
  10. 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...

    Ji Luan, Chaoyi Song, ... Hailong Wang in Nature Protocols
    Article 15 July 2024
  11. 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...

    Carey Yu-Fan Ling, Piau Phang, ... Benchawan Wiwatanapataphee in Network Modeling Analysis in Health Informatics and Bioinformatics
    Article 15 July 2024
  12. 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...

    Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis in Journal of Big Data
    Article Open access 14 July 2024
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