Analysis of emotional tendencies and discourse patterns in VKontakte social comments based on Nvivo12 encoding
December 2026
•Influence of VKontakte Comments: Comments on VKontakte impact government policies, public attitudes, and international relations, making them crucial for analysis.•Emotional Tendencies During COVID-19...
Development of a feature vector for accurate breast cancer detection in mammographic images
December 2026
Breast cancer remains one of the leading causes of mortality among women, making early and accurate detection crucial for effective treatment. Despite the extensive use of deep learning models in mammographic...
Integrating artificial intelligence and quantum computing: A systematic literature review of features and applications
December 2026
•Novel synthesis of 30+ studies detailing the state-of-the-art in the integration of AI and QC, highlighting quantum machine learning, optimization techniques, and sector-specific applications.•Identification...
Transforming legal texts into computational logic: Enhancing next generation public sector automation through explainable AI decision support
December 2026
This research presents a novel approach for translating legal texts into machine-executable computational logic to support the automation of public sector processes. Recognizing the high-stakes implications...
Optimizing ML classifiers for superior intrusion detection in resource-constrained smart homes
December 2026
•Purpose of ML in Intrusion Detection: The paper discusses the use of machine learning (ML) to develop efficient intrusion detection systems (IDS) for smart home environments, which are vulnerable to...
OcclusionNetPlusPlus: a multi-scale similarity network with adaptive occlusion detection for robust iris recognition
December 2026
Innovation in ArchitectureWe've developed a uniqueframework that combines multi-scale Gabor filters with an intelligent occlusion detection system. Unlike traditional methods that simply mask out occluded...
MpoxNet: Leveraging hybrid deep learning for enhanced monkeypox diagnosis and risk identification
December 2026
Monkeypox is a rare viral disease historically documented in Central and West Africa, though its recent emergence in global outbreaks has raised significant public health concerns. Accurate and timely...
A novel channel estimation of MIMO-OFDM using hybrid bionic binary spotted hyena optimization
December 2026
•Using the Hybrid Bionic Binary Spotted Hyena Optimization (BBSHO) method with whale swarm optimization, we get local and global optimum solutions in this work.•Less Squares (LS), Modified Least Squares...
Bibliometric analysis of author count, funding, and citations in AI research
December 2026
•This study employs three content analysis methods, including descriptive statistics, the chi-square test, and ANOVA test.•Descriptive statistics aim to provide a basic overview of the research data,...
Research on cooperative relationship prediction based on transformer dynamic graph modeling and comparative learning
December 2026
The goal of this study is to develop an accurate and efficient framework for predicting scientific research cooperation relationships in dynamic academic networks. Existing temporal graph learning models...
Optimization and performance analysis of Drones and Unmanned Aerial Systems and Their Intelligence Applications
December 2026
•The study highlighted the main principles of autonomous navigation and its mathematical aspects.•The study presented an optimization model for path loss modelling and provided a comparative analysis...
A DistilBERT-based hierarchical text classification for traffic analysis
December 2026
Hierarchical multilabel text classification (HMTC) is constrained by the relationships between labels, often represented by nontrivial data structures such as directed acyclic graphs (DAGs). HMTC is...
Optimizing breast cancer diagnosis: Harnessing the power of nature-inspired metaheuristics for feature selection with soft voting classifiers
December 2025
•Machine learning aids early detection of breast cancer.•Nature-inspired algorithms efficiently identify informative features, enhancing model performance.•Study compares soft voting with machine learning...
Tennis teaching assistance model based on double chain shared unsupervised action recognition algorithm
December 2025
•A novel double chain shared unsupervised action recognition algorithm is proposed for tennis teaching, enhancing both training quality and accuracy.•The algorithm integrates a dual chain shared structure,...
The application of GCN algorithm in Building Construction Knowledge Graph updating under the combination of artificial intelligence and knowledge management
December 2025
•Deep learning and computer vision integration: Research combines deep learning and computer vision technology to improve knowledge graph updating in building construction applications.•Zero sample...
Design of news sentiment classification and recommendation system based on multi-model fusion and text similarity
December 2025
•The study proposes a sentiment classification method that combines multiple models and a recommendation algorithm based on text similarity calculation to enhance the performance of the news recommendation...
Emotional analysis of broadcasting and hosting speech by integrating grid PSO-SVR and PAD models
December 2025
•Innovative Sentiment Analysis Model: The study introduces a novel broadcasting and hosting speech sentiment analysis model that integrates advanced optimization algorithms and emotion dimensions to...
Text clustering with large language model embeddings
December 2025
Text clustering is an important method for organising the increasing volume of digital content, aiding in the structuring and discovery of hidden patterns in uncategorised data. The effectiveness of...
Speech emotion recognition algorithm of intelligent robot based on ACO-SVM
December 2025
•An ACO-SVM robot speech emotion recognition model is proposed, and its recognition accuracy is improved significantly.•Multilevel classification strategy and novel algorithm are combined to solve the...
The application of improved SURF optical flow algorithm in seismic support safety monitoring system
December 2025
•Combination of stable feature acceleration feature point matching with optical flow algorithm: the study attempts to integrate stable feature acceleration feature point matching with the optical flow...
A strategy for network multi-layer information fusion based on multimodel in user emotional polarity analysis
December 2025
•Graph convolutional neural networks are used for message passing in sentiment analysis.•Multi-model fusion strategy enhances sentiment analysis accuracy, integrating text, image, and video data.•Study...
Sentiment analysis method of consumer reviews based on multi-modal feature mining
December 2025
•Two-stage fusion for e-commerce sentiment analysis.•Preserves modal uniqueness and correlation.•Enhances accuracy, adaptability via cross-attention and mask graph transformer....
Enhanced priority based task scheduling with integrated fault tolerance in distributed systems
December 2025
•Novel Task Scheduling Metric: Introduces a novel ranking metric for task scheduling in cloud computing, improving upon traditional replication and checkpointing methods.•Priority-Based Fault Tolerance:...
An interactive address matching method based on a graph attention mechanism
December 2025
Modernizing and standardizing place names and addresses is a key challenge in the development of smart cities....
Leveraging cognitive computing for advanced behavioral and emotional data insights
December 2025
The rapid advancement of cognitive computing has reshaped the landscape of behavioral and emotional data analysis across multiple fields. In the area of student mental health research, cognitive computing...