PeerJ Computer Science

Article	Citations
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	529
DDSUD: dynamically detecting subsequence uncertainty and diversity for active learning in imbalanced Chinese sentiment analysis	278
3D reconstruction of toys based on adaptive scaled neural radiation field	216
BatTS: a hybrid method for optimizing deep feedforward neural network	151
Guiding the retraining of convolutional neural networks against adversarial inputs	144
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	128
Machine learning for detecting age and sex effects on corpus callosum volume	119
A novel nature-inspired feature selection algorithm for efficient moisture estimation in fruits using RF-Sensed data	116
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	89
An extended container placement mechanism to enhance the efficiency of cloud systems	89
Skin cancer classification using novel fairness based federated learning algorithm	80
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	77
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	74
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	73
A keyless multimodal-based user authentication scheme using generative adversarial networks	70
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	67
Membrane computing approach to nurse rostering: enhanced scheduling efficiency with tissue-like P system (TLPS) algorithm	66
Evaluating large language models’ Arabic grammar error corrections and explanations	65
MSSA: multi-stage semantic-aware neural network for binary code similarity detection	62
Deep learning models for damage type detection in wind turbines	61
Dual-loop neural prediction-based trajectory tracking control for robotic arms	60
Identifying and predicting key industry–education integration projects via explainable artificial intelligence (XAI) based machine learning models	60
A study on learners’ emotion classification based on an improved convolutional neural network algorithm in online teaching and learning	59
Convolutional neural networks for road surface classification on aerial imagery	57
Seamless transformation from use case to sequence diagrams	51

Ten quick tips for electrocardiogram (ECG) signal processing	51
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	51
Resilience of political leaders and healthcare organizations during COVID-19	50
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	49
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	49
Clone detection for business process models	49
Cybersecurity risk mitigation and network anomaly detection in smart homes using machine learning and data mining	48
Towards secure and privacy-preserving car-sharing systems based on group signatures	47
A study on artificial intelligence-based identification of bone fenestration and dehiscence in CBCT images	45
Foreground separation knowledge distillation for object detection	44
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	44
Advanced neural network-based model for predicting court decisions on child custody	43
A large language model-driven scientific literature surveys generation framework based on multi-agents and retrieval-augmented generation	42
Gated RedNet for image denoising	41
A regularized stochastic configuration network based on weighted mean of vectors for regression	41
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	40
Leveraging large language models for spelling correction in Turkish	40
Detection of occluded coronary arteries in non-ST-elevation myocardial infarction (NSTEMI) patients with deep learning models and ReliefF-based weighted subspace SVM ensembles (RBWSSE) algorithm	40
A computer vision-based system for recognition and classification of Urdu sign language dataset	39
A review on abusive content automatic detection: approaches, challenges and opportunities	39
On component-wise dissimilarity measures and metric properties in pattern recognition	38
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	38
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	37
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	37
Machine learning intervention on cyber-hate in code-switch texts: a systematic review with open challenges and solutions	37
DDoS attack detection in smart grid network using reconstructive machine learning models	37
A trajectory data compression algorithm based on spatio-temporal characteristics	37
Transformer-based ensemble model for dialectal Arabic sentiment classification	36
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	36
Sentiment analysis of vegan related tweets using mutual information for feature selection	35
Feature selection based on neighborhood rough sets and Gini index	35
Improved deep learning image classification algorithm based on Swin Transformer V2	35
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	35
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	35
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	34
The role of objectively recorded smartphone usage and personality traits in sleep quality	34
Mitigation of starvation attacks in channel occupancy time for IEEE 802.11 and 5G NR-U coexistence in the Indian spectrum sharing environment	34
RMIS-Net: a fast medical image segmentation network based on multilayer perceptron	34
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	33
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	32
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	32
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	32
Random forests with parametric entropy-based information gains for classification and regression problems	32
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	31
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	31
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	30
AI in dermatology: a comprehensive review into skin cancer detection	30
An interpretable deep stacked autoencoder architecture for rapid convergence and robust genetic disorder detection from fetal ultrasound images	30
Research on sports activity behavior prediction based on electromyography signal collection and intelligent sensing channel	29
Mining human periodic behaviors via tensor factorization and entropy	29

Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	29
Automated guided vehicle (AGV) path optimization method based on improved rapidly-exploring random trees	29
PyMC: a modern, and comprehensive probabilistic programming framework in Python	29
An improved image processing algorithm for visual characteristics in graphic design	29
A robust maximum correntropy forecasting model for time series with outliers	28
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks	28
Digital marketing program design based on abnormal consumer behavior data classification and improved homomorphic encryption algorithm	28
Real-time monitoring and optimization of SPN networks in distribution grid communication based on big data analysis	27
A bi-criterion sequence-dependent scheduling problem with order deliveries	27
Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses	27
Informed decision-making in prioritising product variants	27
A social information sensitive model for conversational recommender systems	27
FMC 2 model based perception grading for dark insurgent network analysis	27
Fuzzy information recognition and translation processing in English interpretation based on a generalized maximum likelihood ratio algorithm	27
A defensive model and implementation baseline for the metaverse and extended reality systems	26
Audio-visual synthesis based on conditional generative adversarial networks: a multimodal digital media evaluation approach	26
Disentangled self-attention neural network based on information sharing for click-through rate prediction	26
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention	26
An Amharic sexually explicit content detection model using fine-tuned bidirectional encoder representation from transformers and explainable artificial intelligence	26
Testing the knowledge of artificial intelligence chatbots in pharmacology: examples of two groups of drugs	26
Migrating birds optimization-based feature selection for text classification	25
How do autonomous software agents learn? A systematic literature review	25
Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions	25
Automatic detection of teacher behavior in classroom videos using AlphaPose and Faster R-CNN algorithms	25
Pavement defect detection algorithm SSC-YOLO for fusing multiscale spatial channels in YOLOv8	25
DTG-LKNet: dual spatio-temporal graphs and large-kernel convolutions network for traffic prediction	25
Graph data science and machine learning for the detection of COVID-19 infection from symptoms	25
A multimodal learning framework using mel-spectrogram convolutional neural networks for English vocabulary acquisition	25
A survey on multi-lingual offensive language detection	25
A review of deep learning methods in aquatic animal husbandry	24
Hyperledger-enabled blockchain framework for secure data integration in midstream oil supply chains	24
MS-YieldStackNet: multi-source data fusion for wheat yield estimation using a stacked ensemble neural network	24
SENSH: a blockchain-based searchable encrypted data sharing scheme in smart healthcare	24
A robust deep learning model for fall action detection using healthcare wearable sensors	24
Improved temporal IoT device identification using robust statistical features	24
An End-to-End autonomous driving model based on visual perception for temporary roads	24
Multipath subflow transmission scheduling optimization algorithm based on cost-performance balance	24
Augmenting large language models for financial sentiment analysis: a heuristic sparse mixture-of-experts framework	24
Minimizing features while maintaining performance in data classification problems	24
A novel hybrid face mask detection approach using Transformer and convolutional neural network models	24
ITLMS: an intelligent traffic light management system using edge computing and deep learning	24
Learning-based short text compression using BERT models	24
Nested Markov chain hyper-heuristic (NMHH): a hybrid hyper-heuristic framework for single-objective continuous problems	24
A malware detection method with function parameters encoding and function dependency modeling	24
Fuzzy logic trust management framework for Cyber Physical-Social Systems (FTM-CPSS)	24
An anomaly detection model for multivariate time series with anomaly perception	23
HSMVS: heuristic search for minimum vertex separator on massive graphs	23
FusionNet-FR: a DualNet transformer architecture using frequency modeling and relational learning for enhanced long-term time series forecasting	23
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients	23
Lightweight multi-class abnormal behavior detection algorithm in complex scenarios	23
Homologous point transformer for multi-modality prostate image registration	23
Measurement of sulfur content in coal mining areas by using field-remote sensing data and an integrated deep learning model	23
Design of Chinese painting style classification model based on multi-layer aggregation CNN	23
Design of H ∞ tracking controller for T-S fuzzy systems	23
Strip thickness prediction method based on improved border collie optimizing LSTM	23
A hybrid ensemble model for predicting post-injury performance outcomes in professional football players	23
Patent lifetime prediction using LightGBM with a customized loss	22
Plants disease detection and identification system using AI and computer vision techniques	22
An effective transformer based on dual attention fusion for underwater image enhancement	22
Application of artificial intelligence technology in the economic development of urban intelligent transportation system	22
Models of similarity in complex networks	22
Fuzzy evaluation and explainable machine learning for diagnosis of rheumatic and autoimmune diseases	22
BERT-PAGG: a Chinese relationship extraction model fusing PAGG and entity location information	22
A blockchain-based smart contract framework for fraud-resistant financial product advisory	22
SentinelFusion based machine learning comprehensive approach for enhanced computer forensics	22
Blockchain technology and application: an overview	21
Container defect detection using enhanced YOLO with uncertainty-aware dynamic modulated convolution and parallelized patch-aware attention	21
TAMNR: a network embedding learning algorithm using text attention mechanism	21
Personalization-based deep hybrid E-learning model for online course recommendation system	21
A systematic literature review of lightweight YOLO models for object detection	21
IAESR: IoT-oriented authenticated encryption based on iShadow round function	21
MLPruner: pruning convolutional neural networks with automatic mask learning	21
NOMA-MIMO in 5G network: a detailed survey on enhancing data rate	21
Blockchain-enabled data governance for privacy-preserved sharing of confidential data	21
Intelligent search system for resume and labor law	21
Adaptive control for uncrewed aerial vehicles based on communication information optimization in complex environments	20
Automated assessment of gingival biotype using deep learning on intraoral photographs	20
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach	20
Semi or fully automatic tooth segmentation in CBCT images: a review	20
Measuring the prediction performance of Alzheimer’s disease using MR images with a deep learning model supported by a cross-replication strategy	20

Enhanced payload volume in the least significant bits image steganography using hash function	20
Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination	20
Emotion detection from handwriting and drawing samples using an attention-based transformer model	20
Dynamic token encryption for preventing permission leakage in serverless architectures	20
Multi-criteria evaluation with gradual-weighting and aggregation of normalised distance matrices: a case study in renewable energy grid selection	20
Nine best practices for research software registries and repositories	20
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification	20
Multi-task fine-tuning using prefix-prepend format in text-to-text transfer transformer for automatic question generation in Bahasa Indonesia	20
Probability-boosting technique for combinatorial optimization	20
Code4ML: a large-scale dataset of annotated Machine Learning code	20
Enhancing AppAuthentix recommender systems using advanced machine learning techniques to identify genuine and counterfeit android applications	20
Sliding window higher-order cumulants for detection of eye blink artifact from short segments of single-channel EEG	19
Efficient sepsis detection using deep learning and residual convolutional networks	19
Fast and efficient indoor navigation: a hybrid pathfinding approach using rapidly-exploring random tree (RRT)-connect and Dijkstra’s algorithm	19
Environment aware greedy deployment strategy for underwater acoustic sensor networks using bathymetric mapping and transmission loss modeling	19
Efficient Parkinson’s disease classification from speech with filter-based feature selection and Genetic Algorithm–Bayesian Optimization ensemble integration	19
Machine learning for Internet of Things (IoT) device identification: a comparative study	19
An intelligent diabetes classification and perception framework based on ensemble and deep learning method	19
A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques	19
Alzheimer’s disease detection using a quantum deep neural network with Haralick feature extraction and simulated annealing optimization	19
Improving English-Chinese translation using the Kolmogorov-Arnold Transformer	19
Multi-replicas integrity checking scheme with supporting probability audit for cloud-based IoT	18
Development of flapping wing robot and vision-based obstacle avoidance strategy	18
Predicting social media users’ indirect aggression through pre-trained models	18
An integrated modeling, verification, and code generation for uncrewed aerial systems: less cost and more efficiency	18
Eliminating bias: enhancing children’s book recommendation using a hybrid model of graph convolutional networks and neural matrix factorization	18
HVA_CPS proposal: a process for hazardous vulnerability analysis in distributed cyber-physical systems	18
A new approach to sustainable logistic processes with q-rung orthopair fuzzy soft information aggregation	18
An autoregressive integrated moving average and long short-term memory (ARIM-LSTM) hybrid model for multi-source epidemic data prediction	18
A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors	18
Towards boosting unlabeled text corpora for Arabic dialect identification	18
The improved dynamic slicing for spectrum-based fault localization	18
Class incremental learning of remote sensing images based on class similarity distillation	18
TTECCDU: a blockchain-based approach for expressive authorization management	18
Strategic assessment of cybersecurity measures in smart grids using FBWM, FMARCOS, and the Heronian function	18
Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach	18
Sequence-based undersampling: an algorithm for managing imbalanced datasets	18
Multiple imputation methods: a case study of daily gold price	17
The prediction of collective Economic development based on the PSO-LSTM model in smart agriculture	17
HFSA: hybrid feature selection approach to improve medical diagnostic system	17
Morphological and structural complexity analysis of low-resource English-Turkish language pair using neural machine translation models	17
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments	17
Novel transfer learning approach for hand drawn mathematical geometric shapes classification	17
Design of compensation algorithms for zero padding and its application to a patch based deep neural network	17
A novel deep learning based approach with hyperparameter selection using grey wolf optimization for leukemia classification and hematologic malignancy detection	17
Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals	17
An intelligent motion trajectory tracking approach for physical education using multi-target recognition	17
Machine learning based framework for fine-grained word segmentation and enhanced text normalization for low resourced language	17
Hybrid deep layered network model based on multi-scale feature extraction and deep feature optimization for acute lymphoblastic leukemia anomaly detection	17
Evaluation model design of project construction safety level based on bidirectional recurrent neural network (BiRNN) and bidirectional long short-term memory (BiLSTM)	17
A priority experience replay actor-critic algorithm using self-attention mechanism for strategy optimization of discrete problems	17
Explainability of deep learning models in medical video analysis: a survey	17
Multi-FusNet: fusion mapping of features for fine-grained image retrieval networks	17
Influence of the fear of cyberattack and privacy concerns on cybersecurity behavior: an analysis using cIPMA	17
OptiTest+: a fuzzy analytical hierarchy process (AHP)-based approach for optimizing performance test case selection in mobile applications	17
Enhanced interpretable detection and stage prediction of chronic kidney disease through an ensemble learning approach	17
Explainable AI for malware analysis: a systematic review of benchmark datasets, traffic-oriented detection, and interpretability methods	17
Comparing diversity, negativity, and stereotypes in Chinese-language AI technologies: an investigation of Baidu, Ernie and Qwen	17
Customized deep learning based Turkish automatic speech recognition system supported by language model	17
Application of big data and artificial intelligence in visual communication art design	17
The proposal of a modeling methodology for an industrial internet information model	17
Modular inverse visual cryptography for balancing security, quality, and efficiency in image transmission	17
Identifying topology of distribution substation in power Internet of Things using dynamic voltage load fluctuation flow analysis	17
Graph convolutional network and self-attentive for sequential recommendation	17
Impact of green technology innovation based on IoT and industrial supply chain on the promotion of enterprise digital economy	17
Fast2Vec, a modified model of FastText that enhances semantic analysis in topic evolution	17
Security risk models against attacks in smart grid using big data and artificial intelligence	16
Traffic data imputation via knowledge graph-enhanced generative adversarial network	16
An efficient optimizer for the 0/1 knapsack problem using group counseling	16
Architecture and enhanced-algorithms to manage servers-processes into network: a management system	16
A high performance computing technology powered multimedia fusion model in university English translation	16
Risk assessment for commercial crime and legal protection based on modularity-optimized LM and SCA-optimized CNN	16
Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline	16
Joint coordinate attention mechanism and instance normalization for COVID online comments text classification	16
Research on three-state reliability evaluation method of high reliability system based on multi-source prior information	16
Splitting ore from X-ray image based on improved robust concave-point algorithm	16
Enhanced analysis of large-scale news text data using the bidirectional-Kmeans-LSTM-CNN model	16
An improved tabu search approach for efficient job-shop scheduling	16
Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques	16
Enhanced transformer for length-controlled abstractive summarization based on summary output area	16
Graph-based deep fusion for architectural text representation	16
Abnormal handling mechanism and improvement measures of optical DC current transformer in smart grid environment	16
Optimized hybrid deep learning model for banana price prediction	15
SDN-ATK: a novel SDN-specific attack dataset	15
A robust algorithmic cum integrated approach of interval-valued fuzzy hypersoft set and OOPCS for real estate pursuit	15
Ten quick tips for clinical electroencephalographic (EEG) data acquisition and signal processing	15
A variant-informed decision support system for tackling COVID-19: a transfer learning and multi-attribute decision-making approach	15
Using Bidirectional Encoder Representations from Transformers (BERT) to predict criminal charges and sentences from Taiwanese court judgments	15
DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis	15
Improved greenhouse segmentation via YOLOv8 and segment anything model for energy and hydrogen demand forecasting	15
The influence of music teaching appreciation on the mental health of college students based on multimedia data analysis	15
A new machine learning method for rainfall classification: temporal random tree	15
An effective and comprehensible method to detect and evaluate retinal damage due to diabetes complications	15
Augmenting healthy brain magnetic resonance images using generative adversarial networks	15
AI framework for DRIVE model based mental health detection in text: a case study on how coping strategies are expressed during COVID-19	15