PeerJ Computer Science

Article	Citations
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	436
DDSUD: dynamically detecting subsequence uncertainty and diversity for active learning in imbalanced Chinese sentiment analysis	270
3D reconstruction of toys based on adaptive scaled neural radiation field	202
BatTS: a hybrid method for optimizing deep feedforward neural network	197
Guiding the retraining of convolutional neural networks against adversarial inputs	135
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	123
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	113
Skin cancer classification using novel fairness based federated learning algorithm	102
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	100
Improved deep learning image classification algorithm based on Swin Transformer V2	82
AI in dermatology: a comprehensive review into skin cancer detection	77
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	72
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	65
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	65
Advanced neural network-based model for predicting court decisions on child custody	62
A review on abusive content automatic detection: approaches, challenges and opportunities	61
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	59
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	58
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	58
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	57
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	57
A keyless multimodal-based user authentication scheme using generative adversarial networks	56
Machine learning for detecting age and sex effects on corpus callosum volume	56
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	55
An extended container placement mechanism to enhance the efficiency of cloud systems	55

A novel nature-inspired feature selection algorithm for efficient moisture estimation in fruits using RF-Sensed data	55
Evaluating large language models’ Arabic grammar error corrections and explanations	53
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	50
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	50
Identifying and predicting key industry–education integration projects via explainable artificial intelligence (XAI) based machine learning models	49
A study on learners’ emotion classification based on an improved convolutional neural network algorithm in online teaching and learning	49
Foreground separation knowledge distillation for object detection	49
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	47
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	46
Ten quick tips for electrocardiogram (ECG) signal processing	45
Random forests with parametric entropy-based information gains for classification and regression problems	43
Transformer-based ensemble model for dialectal Arabic sentiment classification	43
DDoS attack detection in smart grid network using reconstructive machine learning models	42
Feature selection based on neighborhood rough sets and Gini index	41
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	39
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	38
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	37
Automated guided vehicle (AGV) path optimization method based on improved rapidly-exploring random trees	37
Leveraging large language models for spelling correction in Turkish	36
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	36
RMIS-Net: a fast medical image segmentation network based on multilayer perceptron	36
On component-wise dissimilarity measures and metric properties in pattern recognition	36
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	35
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	34
Deep learning models for damage type detection in wind turbines	33
Sentiment analysis of vegan related tweets using mutual information for feature selection	33
Membrane computing approach to nurse rostering: enhanced scheduling efficiency with tissue-like P system (TLPS) algorithm	33
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	33
Dual-loop neural prediction-based trajectory tracking control for robotic arms	33
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	32
MSSA: multi-stage semantic-aware neural network for binary code similarity detection	32
A trajectory data compression algorithm based on spatio-temporal characteristics	31
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	31
Cybersecurity risk mitigation and network anomaly detection in smart homes using machine learning and data mining	31
Machine learning intervention on cyber-hate in code-switch texts: a systematic review with open challenges and solutions	31
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	30
The role of objectively recorded smartphone usage and personality traits in sleep quality	30
Convolutional neural networks for road surface classification on aerial imagery	30
A computer vision-based system for recognition and classification of Urdu sign language dataset	30
Clone detection for business process models	30
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	30
PyMC: a modern, and comprehensive probabilistic programming framework in Python	30
Research on sports activity behavior prediction based on electromyography signal collection and intelligent sensing channel	30
A regularized stochastic configuration network based on weighted mean of vectors for regression	30
Resilience of political leaders and healthcare organizations during COVID-19	30
Seamless transformation from use case to sequence diagrams	30
Strip thickness prediction method based on improved border collie optimizing LSTM	30
Mining human periodic behaviors via tensor factorization and entropy	29
An anomaly detection model for multivariate time series with anomaly perception	28
FusionNet-FR: a DualNet transformer architecture using frequency modeling and relational learning for enhanced long-term time series forecasting	28

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

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