PeerJ Computer Science

Article	Citations
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	459
DDSUD: dynamically detecting subsequence uncertainty and diversity for active learning in imbalanced Chinese sentiment analysis	273
3D reconstruction of toys based on adaptive scaled neural radiation field	206
BatTS: a hybrid method for optimizing deep feedforward neural network	200
Guiding the retraining of convolutional neural networks against adversarial inputs	136
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	125
Machine learning for detecting age and sex effects on corpus callosum volume	124
A novel nature-inspired feature selection algorithm for efficient moisture estimation in fruits using RF-Sensed data	104
An extended container placement mechanism to enhance the efficiency of cloud systems	102
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	85
Skin cancer classification using novel fairness based federated learning algorithm	83
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	76
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	71
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	68
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	65
A keyless multimodal-based user authentication scheme using generative adversarial networks	64
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	61
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	60
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	59
Membrane computing approach to nurse rostering: enhanced scheduling efficiency with tissue-like P system (TLPS) algorithm	59
Sentiment analysis of vegan related tweets using mutual information for feature selection	58
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	58
Evaluating large language models’ Arabic grammar error corrections and explanations	57
MSSA: multi-stage semantic-aware neural network for binary code similarity detection	56
Deep learning models for damage type detection in wind turbines	54

Dual-loop neural prediction-based trajectory tracking control for robotic arms	54
Identifying and predicting key industry–education integration projects via explainable artificial intelligence (XAI) based machine learning models	53
A study on learners’ emotion classification based on an improved convolutional neural network algorithm in online teaching and learning	51
Feature selection based on neighborhood rough sets and Gini index	49
Transformer-based ensemble model for dialectal Arabic sentiment classification	49
Convolutional neural networks for road surface classification on aerial imagery	47
Ten quick tips for electrocardiogram (ECG) signal processing	47
Foreground separation knowledge distillation for object detection	45
Advanced neural network-based model for predicting court decisions on child custody	44
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	44
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	44
Seamless transformation from use case to sequence diagrams	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	39
Machine learning intervention on cyber-hate in code-switch texts: a systematic review with open challenges and solutions	39
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	39
Resilience of political leaders and healthcare organizations during COVID-19	38
RMIS-Net: a fast medical image segmentation network based on multilayer perceptron	38
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	38
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	37
Clone detection for business process models	37
On component-wise dissimilarity measures and metric properties in pattern recognition	36
A trajectory data compression algorithm based on spatio-temporal characteristics	36
Cybersecurity risk mitigation and network anomaly detection in smart homes using machine learning and data mining	36
The role of objectively recorded smartphone usage and personality traits in sleep quality	36
Towards secure and privacy-preserving car-sharing systems based on group signatures	35
A computer vision-based system for recognition and classification of Urdu sign language dataset	35
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	34
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	34
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	34
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	33
A study on artificial intelligence-based identification of bone fenestration and dehiscence in CBCT images	33
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	33
A large language model-driven scientific literature surveys generation framework based on multi-agents and retrieval-augmented generation	33
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	32
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	32
Improved deep learning image classification algorithm based on Swin Transformer V2	32
Gated RedNet for image denoising	32
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	32
A regularized stochastic configuration network based on weighted mean of vectors for regression	31
A review on abusive content automatic detection: approaches, challenges and opportunities	31
Leveraging large language models for spelling correction in Turkish	31
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	31
DDoS attack detection in smart grid network using reconstructive machine learning models	31
AI in dermatology: a comprehensive review into skin cancer detection	30
Random forests with parametric entropy-based information gains for classification and regression problems	30
PyMC: a modern, and comprehensive probabilistic programming framework in Python	30
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	30
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	29
Automated guided vehicle (AGV) path optimization method based on improved rapidly-exploring random trees	28
Mining human periodic behaviors via tensor factorization and entropy	28

Research on sports activity behavior prediction based on electromyography signal collection and intelligent sensing channel	28
TAMNR: a network embedding learning algorithm using text attention mechanism	28
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks	27
Digital marketing program design based on abnormal consumer behavior data classification and improved homomorphic encryption algorithm	27
A robust maximum correntropy forecasting model for time series with outliers	27
An improved image processing algorithm for visual characteristics in graphic design	27
A social information sensitive model for conversational recommender systems	26
Real-time monitoring and optimization of SPN networks in distribution grid communication based on big data analysis	26
Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses	26
FMC 2 model based perception grading for dark insurgent network analysis	26
A bi-criterion sequence-dependent scheduling problem with order deliveries	26
BERT-PAGG: a Chinese relationship extraction model fusing PAGG and entity location information	26
Measurement of sulfur content in coal mining areas by using field-remote sensing data and an integrated deep learning model	25
Audio-visual synthesis based on conditional generative adversarial networks: a multimodal digital media evaluation approach	25
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention	25
Informed decision-making in prioritising product variants	25
Design of H ∞ tracking controller for T-S fuzzy systems	25
Emotion detection from handwriting and drawing samples using an attention-based transformer model	25
Fuzzy information recognition and translation processing in English interpretation based on a generalized maximum likelihood ratio algorithm	25
Disentangled self-attention neural network based on information sharing for click-through rate prediction	24
An Amharic sexually explicit content detection model using fine-tuned bidirectional encoder representation from transformers and explainable artificial intelligence	24
Blockchain-enabled data governance for privacy-preserved sharing of confidential data	24
A blockchain-based smart contract framework for fraud-resistant financial product advisory	24
A defensive model and implementation baseline for the metaverse and extended reality systems	24
Migrating birds optimization-based feature selection for text classification	24
Testing the knowledge of artificial intelligence chatbots in pharmacology: examples of two groups of drugs	24
Fuzzy evaluation and explainable machine learning for diagnosis of rheumatic and autoimmune diseases	24
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients	24
Automatic detection of teacher behavior in classroom videos using AlphaPose and Faster R-CNN algorithms	23
Blockchain technology and application: an overview	23
A survey on multi-lingual offensive language detection	23
How do autonomous software agents learn? A systematic literature review	23
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification	23
A multimodal learning framework using mel-spectrogram convolutional neural networks for English vocabulary acquisition	23
Pavement defect detection algorithm SSC-YOLO for fusing multiscale spatial channels in YOLOv8	23
NOMA-MIMO in 5G network: a detailed survey on enhancing data rate	23
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach	23
Graph data science and machine learning for the detection of COVID-19 infection from symptoms	23
DTG-LKNet: dual spatio-temporal graphs and large-kernel convolutions network for traffic prediction	23
Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions	23
Comparative analysis of machine learning methods to detect fake news in an Urdu language corpus	22
Improved temporal IoT device identification using robust statistical features	22
Personalization-based deep hybrid E-learning model for online course recommendation system	22
A novel hybrid face mask detection approach using Transformer and convolutional neural network models	22
HSMVS: heuristic search for minimum vertex separator on massive graphs	22
Enhanced payload volume in the least significant bits image steganography using hash function	22
A robust deep learning model for fall action detection using healthcare wearable sensors	22
Fuzzy logic trust management framework for Cyber Physical-Social Systems (FTM-CPSS)	22
A review of deep learning methods in aquatic animal husbandry	22
Adaptive control for uncrewed aerial vehicles based on communication information optimization in complex environments	22
ITLMS: an intelligent traffic light management system using edge computing and deep learning	21
An End-to-End autonomous driving model based on visual perception for temporary roads	21
FusionNet-FR: a DualNet transformer architecture using frequency modeling and relational learning for enhanced long-term time series forecasting	21
Intelligent search system for resume and labor law	21
Hyperledger-enabled blockchain framework for secure data integration in midstream oil supply chains	21
Learning-based short text compression using BERT models	21
A systematic literature review of lightweight YOLO models for object detection	21
An anomaly detection model for multivariate time series with anomaly perception	21
Nested Markov chain hyper-heuristic (NMHH): a hybrid hyper-heuristic framework for single-objective continuous problems	20
Application of artificial intelligence technology in the economic development of urban intelligent transportation system	20
Container defect detection using enhanced YOLO with uncertainty-aware dynamic modulated convolution and parallelized patch-aware attention	20
An effective transformer based on dual attention fusion for underwater image enhancement	20
SentinelFusion based machine learning comprehensive approach for enhanced computer forensics	20
Minimizing features while maintaining performance in data classification problems	20
MS-YieldStackNet: multi-source data fusion for wheat yield estimation using a stacked ensemble neural network	20
Plants disease detection and identification system using AI and computer vision techniques	20
A malware detection method with function parameters encoding and function dependency modeling	20
Multipath subflow transmission scheduling optimization algorithm based on cost-performance balance	20
MLPruner: pruning convolutional neural networks with automatic mask learning	20
Patent lifetime prediction using LightGBM with a customized loss	20
Augmenting large language models for financial sentiment analysis: a heuristic sparse mixture-of-experts framework	20
IAESR: IoT-oriented authenticated encryption based on iShadow round function	20
Design of Chinese painting style classification model based on multi-layer aggregation CNN	19
A hybrid ensemble model for predicting post-injury performance outcomes in professional football players	19
Enhancing AppAuthentix recommender systems using advanced machine learning techniques to identify genuine and counterfeit android applications	19
SENSH: a blockchain-based searchable encrypted data sharing scheme in smart healthcare	19
Homologous point transformer for multi-modality prostate image registration	19
Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination	19
Dynamic token encryption for preventing permission leakage in serverless architectures	19
Lightweight multi-class abnormal behavior detection algorithm in complex scenarios	19

Models of similarity in complex networks	19
Probability-boosting technique for combinatorial optimization	19
Strip thickness prediction method based on improved border collie optimizing LSTM	19
Identifying topology of distribution substation in power Internet of Things using dynamic voltage load fluctuation flow analysis	18
Fast and efficient indoor navigation: a hybrid pathfinding approach using rapidly-exploring random tree (RRT)-connect and Dijkstra’s algorithm	18
An intelligent diabetes classification and perception framework based on ensemble and deep learning method	18
Real-time DDoS flood attack monitoring and detection (RT-AMD) model for cloud computing	18
An improved tabu search approach for efficient job-shop scheduling	18
Morphological and structural complexity analysis of low-resource English-Turkish language pair using neural machine translation models	18
Sliding window higher-order cumulants for detection of eye blink artifact from short segments of single-channel EEG	18
Alzheimer’s disease detection using a quantum deep neural network with Haralick feature extraction and simulated annealing optimization	18
Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals	18
Security risk models against attacks in smart grid using big data and artificial intelligence	18
Efficient sepsis detection using deep learning and residual convolutional networks	18
Environment aware greedy deployment strategy for underwater acoustic sensor networks using bathymetric mapping and transmission loss modeling	18
Machine learning for Internet of Things (IoT) device identification: a comparative study	18
Design of compensation algorithms for zero padding and its application to a patch based deep neural network	18
Traffic data imputation via knowledge graph-enhanced generative adversarial network	18
The improved dynamic slicing for spectrum-based fault localization	17
Efficient Parkinson’s disease classification from speech with filter-based feature selection and Genetic Algorithm–Bayesian Optimization ensemble integration	17
Modular inverse visual cryptography for balancing security, quality, and efficiency in image transmission	17
Sequence-based undersampling: an algorithm for managing imbalanced datasets	17
A novel deep learning based approach with hyperparameter selection using grey wolf optimization for leukemia classification and hematologic malignancy detection	17
A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors	17
Strategic assessment of cybersecurity measures in smart grids using FBWM, FMARCOS, and the Heronian function	17
Class incremental learning of remote sensing images based on class similarity distillation	17
Improving English-Chinese translation using the Kolmogorov-Arnold Transformer	17
An integrated modeling, verification, and code generation for uncrewed aerial systems: less cost and more efficiency	17
Eliminating bias: enhancing children’s book recommendation using a hybrid model of graph convolutional networks and neural matrix factorization	17
HVA_CPS proposal: a process for hazardous vulnerability analysis in distributed cyber-physical systems	17
Measuring the prediction performance of Alzheimer’s disease using MR images with a deep learning model supported by a cross-replication strategy	17
Nine best practices for research software registries and repositories	17
Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach	17
Towards boosting unlabeled text corpora for Arabic dialect identification	17
Joint coordinate attention mechanism and instance normalization for COVID online comments text classification	17
Novel transfer learning approach for hand drawn mathematical geometric shapes classification	17
Multi-replicas integrity checking scheme with supporting probability audit for cloud-based IoT	17
Customized deep learning based Turkish automatic speech recognition system supported by language model	16
Development of flapping wing robot and vision-based obstacle avoidance strategy	16
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments	16
Predicting social media users’ indirect aggression through pre-trained models	16
Multiple imputation methods: a case study of daily gold price	16
Hybrid deep layered network model based on multi-scale feature extraction and deep feature optimization for acute lymphoblastic leukemia anomaly detection	16
Multi-FusNet: fusion mapping of features for fine-grained image retrieval networks	16
Code4ML: a large-scale dataset of annotated Machine Learning code	16
An autoregressive integrated moving average and long short-term memory (ARIM-LSTM) hybrid model for multi-source epidemic data prediction	16
HFSA: hybrid feature selection approach to improve medical diagnostic system	16
Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline	16
Graph convolutional network and self-attentive for sequential recommendation	16
A new approach to sustainable logistic processes with q-rung orthopair fuzzy soft information aggregation	16
TTECCDU: a blockchain-based approach for expressive authorization management	16
Comparing diversity, negativity, and stereotypes in Chinese-language AI technologies: an investigation of Baidu, Ernie and Qwen	16
Enhanced interpretable detection and stage prediction of chronic kidney disease through an ensemble learning approach	15
Impact of green technology innovation based on IoT and industrial supply chain on the promotion of enterprise digital economy	15
Fast2Vec, a modified model of FastText that enhances semantic analysis in topic evolution	15
An intelligent motion trajectory tracking approach for physical education using multi-target recognition	15
Architecture and enhanced-algorithms to manage servers-processes into network: a management system	15
Graph-based deep fusion for architectural text representation	15
A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques	15
Evaluation model design of project construction safety level based on bidirectional recurrent neural network (BiRNN) and bidirectional long short-term memory (BiLSTM)	15
A retrospective study of 3D deep learning approach incorporating coordinate information to improve the segmentation of pre- and post-operative abdominal aortic aneurysm	15
Semi or fully automatic tooth segmentation in CBCT images: a review	15
A priority experience replay actor-critic algorithm using self-attention mechanism for strategy optimization of discrete problems	15
Explainable AI for malware analysis: a systematic review of benchmark datasets, traffic-oriented detection, and interpretability methods	15
Research on three-state reliability evaluation method of high reliability system based on multi-source prior information	15
The prediction of collective Economic development based on the PSO-LSTM model in smart agriculture	15
An efficient optimizer for the 0/1 knapsack problem using group counseling	15
The proposal of a modeling methodology for an industrial internet information model	15
Multi-criteria evaluation with gradual-weighting and aggregation of normalised distance matrices: a case study in renewable energy grid selection	15
Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques	15
Machine learning based framework for fine-grained word segmentation and enhanced text normalization for low resourced language	15
Risk assessment for commercial crime and legal protection based on modularity-optimized LM and SCA-optimized CNN	15
Splitting ore from X-ray image based on improved robust concave-point algorithm	15
Enhanced transformer for length-controlled abstractive summarization based on summary output area	15
Application of big data and artificial intelligence in visual communication art design	15
Explainability of deep learning models in medical video analysis: a survey	15
Abnormal handling mechanism and improvement measures of optical DC current transformer in smart grid environment	14
Awareness of security and privacy settings in video conferencing apps among faculty during the COVID-19 pandemic	14
Student timetabling genetic algorithm accounting for student preferences	14
morloc : a workflow language for multi-lingual programming under a common type system	14
Leveraging deep learning for toxic comment detection in cursive languages	14
Atom Search Optimization: a comprehensive review of its variants, applications, and future directions	14
Optimized deep learning architectures for the classification of colorectal cancer diagnosis using whole slide images	14
Enhanced analysis of large-scale news text data using the bidirectional-Kmeans-LSTM-CNN model	14
Multi-task advanced convolutional neural network for robust lymphoblastic leukemia diagnosis, classification, and segmentation	14
SimEA: an entity alignment model based on multi-aspect similarity features	14
MAPE-ViT: multimodal scene understanding with novel wavelet-augmented Vision Transformer	14
Improved greenhouse segmentation via YOLOv8 and segment anything model for energy and hydrogen demand forecasting	14
Real-time biodiversity analysis using deep-learning algorithms on mobile robotic platforms	14
A high performance computing technology powered multimedia fusion model in university English translation	14
ECAsT: a large dataset for conversational search and an evaluation of metric robustness	14
GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement	14
Enhancing east-west interface security in heterogeneous SDN via blockchain	14
Early breast cancer detection in CT scans using convolutional neural bidirectional feature pyramid network	14
Multi-granularity adaptive extractive document summarization with heterogeneous graph neural networks	14