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...
Share article
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,...
Share article
Cognitive computing method based on decoding psychological emotional states
December 2025
•Enhanced computational Efficiency: a vector dissimilarity judgment criterion is established to pre-judge dissimilar vectors, improving computational efficiency by 47.8 %.•Synergy between auditory attention...
Share article
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...
Share article
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...
Share article
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...
Share article
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...
Share article
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...
Share article
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...
Share article
Data-driven brain emotional learning-based intelligent controller-PID control of MIMO systems based on a modified safe experimentation dynamics algorithm
December 2025
•Enhanced MSEDA addresses limitations of the original SEDA.•New probability coefficient in MSEDA optimizes exploration and exploitation phases.•MSEDA-based approach tunes BELBIC-PID controller for high...
Share article
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...
Share article
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....
Share article
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:...
Share article
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....
Share article
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...
Share article
A class imbalance aware hybrid model for accurate rice variety classification
December 2025
•Global Significance: with over 3.5 billion people relying on rice as a staple food globally, precise rice classification is crucial.•Difficulties with class Imbalance: underrepresented rice varieties...
Share article
Automatic Speech Recognition: A survey of deep learning techniques and approaches
December 2025
Significant research has been conducted during the last decade on the application of machine learning for speech processing, particularly speech recognition. However, in recent years, deep learning...
Share article
MED-AGNeT: An attention-guided network of customized augmentation of samples based on conditional diffusion for textile defect detection
Available online 13 January 2025
Fabric defect detection plays a vital role in ensuring the production quality of the textile manufacturing industry. However, in practice, there are relatively few manually annotated defective samples,...
Share article
Yoga Practices Effect on VCSS-based Classification of Patients with Chronic Venous Insufficiency based on Hybrid Machine Learning Algorithms
Available online 7 January 2025
•Intersection of Healthcare and Technology: The study explores the potential of non-pharmacological interventions like yoga in reducing the urgency of Chronic Venous Insufficiency (CVI), especially...
Share article
A novel and secured email classification and emotion detection using hybrid deep neural network
2024
•A challenge that hasn't been fully solved yet is measuring semantic relationships and similarities of WordNet ontologies to semantically reduce email functionality.•As far as aware no research has...
Share article
Exploring static rebalancing strategies for dockless bicycle sharing systems based on multi-granularity behavioral decision-making
2024
•We propose an adjustable MG CIF PRT based on the TWD framework. This method expands the range of choices for DMs across different granularities and enhances the accuracy of decision outcomes.•We put...
Share article
Novel Darknet traffic data synthesis using Generative Adversarial Networks enhanced with oscillatory Growing Cosine Unit activated convolution layers
2024
•Created a Generative Adversarial network which generates training and testing data for Darknet traffic which is otherwise very difficult to capture.•Enhanced the performance of the GAN by using an...
Share article
Analyze the impact of feature selection techniques in the early prediction of CKD
2024
•Early prediction of CKD is a challenging task.•Machine Learning (ML) Techniques play a significant role.•Optimal feature selection by EFS.•Importance of feature selection in CKD analysis....
Share article
DDSS: Driver decision support system based on the driver behaviour prediction to avoid accidents in intelligent transport system
2024
•Driver behaviour prediction algorithm constructed based on driver physical parameters and external parameters.•Driver physical parameters measures the driver drowsiness and alcohol consumption and...
Share article
From predictive analytics to emotional recognition–The evolving landscape of cognitive computing in animal welfare
2024
•Cognitive computing reshapes agriculture & livestock.•Cognitive systems mimic human thought, impacting farming.•Computing detects animal behavior nuances for well-being.•Ethical use of computing is...
Share article