PeerJ Computer Science

Article	Citations
A computer vision-based system for recognition and classification of Urdu sign language dataset	295
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	245
DDSUD: dynamically detecting subsequence uncertainty and diversity for active learning in imbalanced Chinese sentiment analysis	167
3D reconstruction of toys based on adaptive scaled neural radiation field	167
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	104
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	104
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	99
Guiding the retraining of convolutional neural networks against adversarial inputs	79
BatTS: a hybrid method for optimizing deep feedforward neural network	79
A collaborative semantic-based provenance management platform for reproducibility	78
MSSA: multi-stage semantic-aware neural network for binary code similarity detection	78
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	73
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	73
Automated guided vehicle (AGV) path optimization method based on improved rapidly-exploring random trees	68
Ten quick tips for electrocardiogram (ECG) signal processing	67
Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients	65
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	59
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	56
Deep learning models for damage type detection in wind turbines	56
Skin cancer classification using novel fairness based federated learning algorithm	53
Convolutional neural networks for road surface classification on aerial imagery	52
Advanced neural network-based model for predicting court decisions on child custody	52
A multi-objective algorithm for virtual machine placement in cloud environments using a hybrid of particle swarm optimization and flower pollination optimization	52
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	51
Sentiment analysis of vegan related tweets using mutual information for feature selection	50

Leveraging large language models for spelling correction in Turkish	50
Resilience of political leaders and healthcare organizations during COVID-19	48
DDoS attack detection in smart grid network using reconstructive machine learning models	48
Random forests with parametric entropy-based information gains for classification and regression problems	48
Transformer-based ensemble model for dialectal Arabic sentiment classification	46
Improved deep learning image classification algorithm based on Swin Transformer V2	46
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	46
A regularized stochastic configuration network based on weighted mean of vectors for regression	44
Research on remote sensing image extraction based on deep learning	44
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	42
On component-wise dissimilarity measures and metric properties in pattern recognition	41
Foreground separation knowledge distillation for object detection	40
Machine learning for detecting age and sex effects on corpus callosum volume	39
A review on abusive content automatic detection: approaches, challenges and opportunities	39
A novel nature-inspired feature selection algorithm for efficient moisture estimation in fruits using RF-Sensed data	39
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	38
RMIS-Net: a fast medical image segmentation network based on multilayer perceptron	37
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	37
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	37
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	37
Clone detection for business process models	37
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	36
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	34
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	34
Seamless transformation from use case to sequence diagrams	34
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	33
A trajectory data compression algorithm based on spatio-temporal characteristics	33
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	33
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	33
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	33
AI in dermatology: a comprehensive review into skin cancer detection	32
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	32
PyMC: a modern, and comprehensive probabilistic programming framework in Python	32
The role of objectively recorded smartphone usage and personality traits in sleep quality	32
Feature selection based on neighborhood rough sets and Gini index	32
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	32
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	31
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	31
A systematic literature review on spam content detection and classification	31
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	30
People’s expectations and experiences of big data collection in the Saudi context	30
FMC2 model based perception grading for dark insurgent network analysis	29
Fuzzy information recognition and translation processing in English interpretation based on a generalized maximum likelihood ratio algorithm	29
NOMA-MIMO in 5G network: a detailed survey on enhancing data rate	29
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
Mining human periodic behaviors via tensor factorization and entropy	28
Strip thickness prediction method based on improved border collie optimizing LSTM	28
Learning-based short text compression using BERT models	28
Digital marketing program design based on abnormal consumer behavior data classification and improved homomorphic encryption algorithm	27

An anomaly detection model for multivariate time series with anomaly perception	27
Comparative analysis of machine learning methods to detect fake news in an Urdu language corpus	27
Application of artificial intelligence technology in the economic development of urban intelligent transportation system	26
A novel hybrid face mask detection approach using Transformer and convolutional neural network models	26
A bi-criterion sequence-dependent scheduling problem with order deliveries	26
SENSH: a blockchain-based searchable encrypted data sharing scheme in smart healthcare	26
Nested Markov chain hyper-heuristic (NMHH): a hybrid hyper-heuristic framework for single-objective continuous problems	26
A social information sensitive model for conversational recommender systems	26
Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses	26
Migrating birds optimization-based feature selection for text classification	25
Automatic detection of teacher behavior in classroom videos using AlphaPose and Faster R-CNN algorithms	25
A robust maximum correntropy forecasting model for time series with outliers	25
An improved image processing algorithm for visual characteristics in graphic design	25
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks	25
Models of similarity in complex networks	25
Enhanced payload volume in the least significant bits image steganography using hash function	25
Adaptive control for uncrewed aerial vehicles based on communication information optimization in complex environments	24
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach	24
Multipath subflow transmission scheduling optimization algorithm based on cost-performance balance	24
2D facial landmark localization method for multi-view face synthesis image using a two-pathway generative adversarial network approach	24
HSMVS: heuristic search for minimum vertex separator on massive graphs	24
Informed decision-making in prioritising product variants	24
Emotion detection from handwriting and drawing samples using an attention-based transformer model	24
A review of deep learning methods in aquatic animal husbandry	23
Testing the knowledge of artificial intelligence chatbots in pharmacology: examples of two groups of drugs	23
MLPruner: pruning convolutional neural networks with automatic mask learning	23
Measurement of sulfur content in coal mining areas by using field-remote sensing data and an integrated deep learning model	23
An End-to-End autonomous driving model based on visual perception for temporary roads	23
Fuzzy evaluation and explainable machine learning for diagnosis of rheumatic and autoimmune diseases	23
A malware detection method with function parameters encoding and function dependency modeling	23
A defensive model and implementation baseline for the metaverse and extended reality systems	23
IAESR: IoT-oriented authenticated encryption based on iShadow round function	22
Performance impact of precision reduction in sparse linear systems solvers	22
Homologous point transformer for multi-modality prostate image registration	22
DNN-based multi-output model for predicting soccer team tactics	22
Design of Chinese painting style classification model based on multi-layer aggregation CNN	21
Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions	21
An effective transformer based on dual attention fusion for underwater image enhancement	21
A survey on multi-lingual offensive language detection	21
Disentangled self-attention neural network based on information sharing for click-through rate prediction	21
Pavement defect detection algorithm SSC-YOLO for fusing multiscale spatial channels in YOLOv8	21
Personalization-based deep hybrid E-learning model for online course recommendation system	21
SentinelFusion based machine learning comprehensive approach for enhanced computer forensics	21
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention	21
Intelligent search system for resume and labor law	21
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification	21
BERT-PAGG: a Chinese relationship extraction model fusing PAGG and entity location information	21
Improved temporal IoT device identification using robust statistical features	21
Minimizing features while maintaining performance in data classification problems	20
Patent lifetime prediction using LightGBM with a customized loss	20
Blockchain technology and application: an overview	20
Graph data science and machine learning for the detection of COVID-19 infection from symptoms	20
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms	20
Development of flapping wing robot and vision-based obstacle avoidance strategy	20
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients	20
Blockchain-enabled data governance for privacy-preserved sharing of confidential data	20
Probability-boosting technique for combinatorial optimization	19
Impact of green technology innovation based on IoT and industrial supply chain on the promotion of enterprise digital economy	19
Class incremental learning of remote sensing images based on class similarity distillation	19
Enhancing AppAuthentix recommender systems using advanced machine learning techniques to identify genuine and counterfeit android applications	19
Code4ML: a large-scale dataset of annotated Machine Learning code	19
Nine best practices for research software registries and repositories	19
Multi-replicas integrity checking scheme with supporting probability audit for cloud-based IoT	19
A priority experience replay actor-critic algorithm using self-attention mechanism for strategy optimization of discrete problems	19
Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination	19
Fast2Vec, a modified model of FastText that enhances semantic analysis in topic evolution	18
Morphological and structural complexity analysis of low-resource English-Turkish language pair using neural machine translation models	18
Improving English-Chinese translation using the Kolmogorov-Arnold Transformer	18
Efficient sepsis detection using deep learning and residual convolutional networks	18
Customized deep learning based Turkish automatic speech recognition system supported by language model	18
A novel deep learning based approach with hyperparameter selection using grey wolf optimization for leukemia classification and hematologic malignancy detection	18
Graph convolutional network and self-attentive for sequential recommendation	18
Machine learning based framework for fine-grained word segmentation and enhanced text normalization for low resourced language	18
Identifying topology of distribution substation in power Internet of Things using dynamic voltage load fluctuation flow analysis	18
A retrospective study of 3D deep learning approach incorporating coordinate information to improve the segmentation of pre- and post-operative abdominal aortic aneurysm	18
Dynamic token encryption for preventing permission leakage in serverless architectures	18
Hybrid deep layered network model based on multi-scale feature extraction and deep feature optimization for acute lymphoblastic leukemia anomaly detection	18
Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach	18
ResMem-Net: memory based deep CNN for image memorability estimation	18
Classification ofZophobas morioandTenebrio molitorusing transfer learning	17

Traffic data imputation via knowledge graph-enhanced generative adversarial network	17
How Internet of Things responds to the COVID-19 pandemic	17
Joint coordinate attention mechanism and instance normalization for COVID online comments text classification	17
The prediction of collective Economic development based on the PSO-LSTM model in smart agriculture	17
Modular inverse visual cryptography for balancing security, quality, and efficiency in image transmission	17
A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques	17
Sim-DRS: a similarity-based dynamic resource scheduling algorithm for microservice-based web systems	17
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments	17
Machine learning for Internet of Things (IoT) device identification: a comparative study	17
Design of compensation algorithms for zero padding and its application to a patch based deep neural network	17
Fast and efficient indoor navigation: a hybrid pathfinding approach using rapidly-exploring random tree (RRT)-connect and Dijkstra’s algorithm	17
DPWSS: differentially private working set selection for training support vector machines	17
An integrated modeling, verification, and code generation for uncrewed aerial systems: less cost and more efficiency	17
Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline	16
Novel transfer learning approach for hand drawn mathematical geometric shapes classification	16
HFSA: hybrid feature selection approach to improve medical diagnostic system	16
Multi-level pooling encoder–decoder convolution neural network for MRI reconstruction	16
Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss	16
HVA_CPS proposal: a process for hazardous vulnerability analysis in distributed cyber-physical systems	16
A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors	16
The improved dynamic slicing for spectrum-based fault localization	16
Sequence-based undersampling: an algorithm for managing imbalanced datasets	16
Multiple imputation methods: a case study of daily gold price	16
Towards boosting unlabeled text corpora for Arabic dialect identification	16
TTECCDU: a blockchain-based approach for expressive authorization management	16
Sliding window higher-order cumulants for detection of eye blink artifact from short segments of single-channel EEG	16
Matching sensor ontologies with unsupervised neural network with competitive learning	16
Multi-FusNet: fusion mapping of features for fine-grained image retrieval networks	16
Evaluation model design of project construction safety level based on bidirectional recurrent neural network (BiRNN) and bidirectional long short-term memory (BiLSTM)	16
Eliminating bias: enhancing children’s book recommendation using a hybrid model of graph convolutional networks and neural matrix factorization	15
Semi or fully automatic tooth segmentation in CBCT images: a review	15
IRimage: open source software for processing images from infrared thermal cameras	15
Predicting social media users’ indirect aggression through pre-trained models	15
Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals	15
Explainability of deep learning models in medical video analysis: a survey	15
Small facial image dataset augmentation using conditional GANs based on incomplete edge feature input	15
Security risk models against attacks in smart grid using big data and artificial intelligence	15
An intelligent diabetes classification and perception framework based on ensemble and deep learning method	15
The proposal of a modeling methodology for an industrial internet information model	15
An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF	15
A new approach to sustainable logistic processes with q-rung orthopair fuzzy soft information aggregation	15
Comparing diversity, negativity, and stereotypes in Chinese-language AI technologies: an investigation of Baidu, Ernie and Qwen	15
Tuning of controller parameters using Pythagorean fuzzy similarity measure based on multicriteria decision making for stable and time delayed unstable plants	14
Improving prediction of maternal health risks using PCA features and TreeNet model	14
Mitigation of block withholding attack based on zero-determinant strategy	14
Adversarial example defense based on image reconstruction	14
Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques	14
An autoregressive integrated moving average and long short-term memory (ARIM-LSTM) hybrid model for multi-source epidemic data prediction	14
An efficient optimizer for the 0/1 knapsack problem using group counseling	14
Lcapy: symbolic linear circuit analysis with Python	14
Research on three-state reliability evaluation method of high reliability system based on multi-source prior information	14
Architecture and enhanced-algorithms to manage servers-processes into network: a management system	14
A variant-informed decision support system for tackling COVID-19: a transfer learning and multi-attribute decision-making approach	14
Real-time DDoS flood attack monitoring and detection (RT-AMD) model for cloud computing	14
Robust ellipsoidal set-membership fault estimation for time-varying systems with uniform quantization effects over sensor networks	14
Enhanced transformer for length-controlled abstractive summarization based on summary output area	14
Evaluating graph neural networks under graph sampling scenarios	14
Risk assessment for commercial crime and legal protection based on modularity-optimized LM and SCA-optimized CNN	14
GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement	14
Application of big data and artificial intelligence in visual communication art design	14
A lightweight and secure online/offline cross-domain authentication scheme for VANET systems in Industrial IoT	14
DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis	13
Improvement strategies for heuristic algorithms based on machine learning and information concepts: a review of the seahorse optimization algorithm	13
Splitting ore from X-ray image based on improved robust concave-point algorithm	13
Abnormal handling mechanism and improvement measures of optical DC current transformer in smart grid environment	13
Graph-based methods for Author Name Disambiguation: a survey	13
Emerging framework for attack detection in cyber-physical systems using heuristic-based optimization algorithm	13
Comparative evaluation of approaches & tools for effective security testing of Web applications	13
Alpha-DehazeNet: single image dehazing via RGBA haze modeling and adaptive learning	13
Using Bidirectional Encoder Representations from Transformers (BERT) to predict criminal charges and sentences from Taiwanese court judgments	13
An effective and comprehensible method to detect and evaluate retinal damage due to diabetes complications	13
Ten quick tips for clinical electroencephalographic (EEG) data acquisition and signal processing	13
Dual-stream transformer approach for pain assessment using visual-physiological data modeling	13
Estimation of lower limb torque: a novel hybrid method based on continuous wavelet transform and deep learning approach	13
LPITutor: an LLM based personalized intelligent tutoring system using RAG and prompt engineering	13
Multi-task advanced convolutional neural network for robust lymphoblastic leukemia diagnosis, classification, and segmentation	13
A novel device-free Wi-Fi indoor localization using a convolutional neural network based on residual attention	13
MAPE-ViT: multimodal scene understanding with novel wavelet-augmented Vision Transformer	13
Predicting non-shows at outpatient appointments in internal medicine using machine learning models	13
A new machine learning method for rainfall classification: temporal random tree	13
Dynamic prediction of carbon prices based on the multi-frequency combined model	13
Novel variable neighborhood search heuristics for truck management in distribution warehouses problem	13
A novel intelligent agent-based framework for appropriate stream selection from perceptive of career counseling	13
Augmenting healthy brain magnetic resonance images using generative adversarial networks	13
ADHDP-based robust self-learning 3D trajectory tracking control for underactuated UUVs	13
Impact analysis of keyword extraction using contextual word embedding	12
Physicochemical properties-based hybrid machine learning technique for the prediction of SARS-CoV-2 T-cell epitopes as vaccine targets	12
Atom Search Optimization: a comprehensive review of its variants, applications, and future directions	12
Bee colony remote monitoring based on IoT using ESP-NOW protocol	12
Graph-based deep fusion for architectural text representation	12
Awareness of security and privacy settings in video conferencing apps among faculty during the COVID-19 pandemic	12
LOANet: a lightweight network using object attention for extracting buildings and roads from UAV aerial remote sensing images	12
A robust algorithmic cum integrated approach of interval-valued fuzzy hypersoft set and OOPCS for real estate pursuit	12
A hybrid model integrating recurrent neural networks and the semi-supervised support vector machine for identification of early student dropout risk	12
Improved BCI calibration in multimodal emotion recognition using heterogeneous adversarial transfer learning	12