PeerJ Computer Science

Article	Citations
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	338
DDSUD: dynamically detecting subsequence uncertainty and diversity for active learning in imbalanced Chinese sentiment analysis	250
3D reconstruction of toys based on adaptive scaled neural radiation field	180
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	176
Guiding the retraining of convolutional neural networks against adversarial inputs	110
BatTS: a hybrid method for optimizing deep feedforward neural network	110
MSSA: multi-stage semantic-aware neural network for binary code similarity detection	104
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	100
Automated guided vehicle (AGV) path optimization method based on improved rapidly-exploring random trees	87
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	84
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	83
Skin cancer classification using novel fairness based federated learning algorithm	82
Advanced neural network-based model for predicting court decisions on child custody	77
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	75
Improved deep learning image classification algorithm based on Swin Transformer V2	74
Machine learning for detecting age and sex effects on corpus callosum volume	70
An extended container placement mechanism to enhance the efficiency of cloud systems	67
A novel nature-inspired feature selection algorithm for efficient moisture estimation in fruits using RF-Sensed data	67
Ten quick tips for electrocardiogram (ECG) signal processing	66
A review on abusive content automatic detection: approaches, challenges and opportunities	66
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	61
Convolutional neural networks for road surface classification on aerial imagery	58
A regularized stochastic configuration network based on weighted mean of vectors for regression	57
Deep learning models for damage type detection in wind turbines	55
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	53

Seamless transformation from use case to sequence diagrams	52
RMIS-Net: a fast medical image segmentation network based on multilayer perceptron	52
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	51
A keyless multimodal-based user authentication scheme using generative adversarial networks	51
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	49
Foreground separation knowledge distillation for object detection	48
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	47
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	47
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	46
Sentiment analysis of vegan related tweets using mutual information for feature selection	46
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	46
Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients	43
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	43
A collaborative semantic-based provenance management platform for reproducibility	42
A trajectory data compression algorithm based on spatio-temporal characteristics	41
Research on remote sensing image extraction based on deep learning	40
Clone detection for business process models	40
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	39
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	39
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	39
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	37
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	37
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	37
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	36
Leveraging large language models for spelling correction in Turkish	35
Transformer-based ensemble model for dialectal Arabic sentiment classification	35
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	35
Resilience of political leaders and healthcare organizations during COVID-19	35
DDoS attack detection in smart grid network using reconstructive machine learning models	35
The role of objectively recorded smartphone usage and personality traits in sleep quality	35
People’s expectations and experiences of big data collection in the Saudi context	34
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	34
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	34
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	34
A computer vision-based system for recognition and classification of Urdu sign language dataset	34
Feature selection based on neighborhood rough sets and Gini index	33
A systematic literature review on spam content detection and classification	32
AI in dermatology: a comprehensive review into skin cancer detection	32
Random forests with parametric entropy-based information gains for classification and regression problems	31
On component-wise dissimilarity measures and metric properties in pattern recognition	31
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	31
PyMC: a modern, and comprehensive probabilistic programming framework in Python	31
A multi-objective algorithm for virtual machine placement in cloud environments using a hybrid of particle swarm optimization and flower pollination optimization	31
NOMA-MIMO in 5G network: a detailed survey on enhancing data rate	30
Learning-based short text compression using BERT models	29
Strip thickness prediction method based on improved border collie optimizing LSTM	29
TAMNR: a network embedding learning algorithm using text attention mechanism	29
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
SENSH: a blockchain-based searchable encrypted data sharing scheme in smart healthcare	28

Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses	28
A social information sensitive model for conversational recommender systems	28
Digital marketing program design based on abnormal consumer behavior data classification and improved homomorphic encryption algorithm	28
Application of artificial intelligence technology in the economic development of urban intelligent transportation system	28
Informed decision-making in prioritising product variants	27
A bi-criterion sequence-dependent scheduling problem with order deliveries	27
Multipath subflow transmission scheduling optimization algorithm based on cost-performance balance	27
Adaptive control for uncrewed aerial vehicles based on communication information optimization in complex environments	27
MLPruner: pruning convolutional neural networks with automatic mask learning	26
An End-to-End autonomous driving model based on visual perception for temporary roads	26
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach	26
A defensive model and implementation baseline for the metaverse and extended reality systems	26
A robust deep learning model for fall action detection using healthcare wearable sensors	26
A review of deep learning methods in aquatic animal husbandry	25
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention	25
A malware detection method with function parameters encoding and function dependency modeling	25
Fuzzy evaluation and explainable machine learning for diagnosis of rheumatic and autoimmune diseases	25
A novel hybrid face mask detection approach using Transformer and convolutional neural network models	24
Intelligent search system for resume and labor law	24
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification	24
Pavement defect detection algorithm SSC-YOLO for fusing multiscale spatial channels in YOLOv8	24
Graph data science and machine learning for the detection of COVID-19 infection from symptoms	24
Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions	24
Testing the knowledge of artificial intelligence chatbots in pharmacology: examples of two groups of drugs	24
Measurement of sulfur content in coal mining areas by using field-remote sensing data and an integrated deep learning model	24
Disentangled self-attention neural network based on information sharing for click-through rate prediction	24
Enhanced payload volume in the least significant bits image steganography using hash function	24
Models of similarity in complex networks	23
Minimizing features while maintaining performance in data classification problems	23
A robust maximum correntropy forecasting model for time series with outliers	23
Homologous point transformer for multi-modality prostate image registration	23
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks	23
Personalization-based deep hybrid E-learning model for online course recommendation system	23
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients	22
2D facial landmark localization method for multi-view face synthesis image using a two-pathway generative adversarial network approach	22
Comparative analysis of machine learning methods to detect fake news in an Urdu language corpus	22
Migrating birds optimization-based feature selection for text classification	22
DNN-based multi-output model for predicting soccer team tactics	22
Blockchain-enabled data governance for privacy-preserved sharing of confidential data	22
A systematic literature review of lightweight YOLO models for object detection	22
Performance impact of precision reduction in sparse linear systems solvers	22
FMC 2 model based perception grading for dark insurgent network analysis	22
Patent lifetime prediction using LightGBM with a customized loss	21
Design of Chinese painting style classification model based on multi-layer aggregation CNN	21
Emotion detection from handwriting and drawing samples using an attention-based transformer model	21
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms	21
Fuzzy information recognition and translation processing in English interpretation based on a generalized maximum likelihood ratio algorithm	21
SentinelFusion based machine learning comprehensive approach for enhanced computer forensics	21
Nested Markov chain hyper-heuristic (NMHH): a hybrid hyper-heuristic framework for single-objective continuous problems	21
An improved image processing algorithm for visual characteristics in graphic design	21
Fuzzy logic trust management framework for Cyber Physical-Social Systems (FTM-CPSS)	21
HSMVS: heuristic search for minimum vertex separator on massive graphs	21
Improved temporal IoT device identification using robust statistical features	21
BERT-PAGG: a Chinese relationship extraction model fusing PAGG and entity location information	21
An effective transformer based on dual attention fusion for underwater image enhancement	21
Automatic detection of teacher behavior in classroom videos using AlphaPose and Faster R-CNN algorithms	21
An anomaly detection model for multivariate time series with anomaly perception	20
IAESR: IoT-oriented authenticated encryption based on iShadow round function	20
Enhancing AppAuthentix recommender systems using advanced machine learning techniques to identify genuine and counterfeit android applications	20
Blockchain technology and application: an overview	20
Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination	20
Multi-replicas integrity checking scheme with supporting probability audit for cloud-based IoT	20
A survey on multi-lingual offensive language detection	20
Probability-boosting technique for combinatorial optimization	20
Hybrid deep layered network model based on multi-scale feature extraction and deep feature optimization for acute lymphoblastic leukemia anomaly detection	20
Morphological and structural complexity analysis of low-resource English-Turkish language pair using neural machine translation models	19
Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach	19
Dynamic token encryption for preventing permission leakage in serverless architectures	19
Identifying topology of distribution substation in power Internet of Things using dynamic voltage load fluctuation flow analysis	19
Improving English-Chinese translation using the Kolmogorov-Arnold Transformer	19
A novel deep learning based approach with hyperparameter selection using grey wolf optimization for leukemia classification and hematologic malignancy detection	19
Efficient sepsis detection using deep learning and residual convolutional networks	19
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments	18
Machine learning for Internet of Things (IoT) device identification: a comparative study	18
Application of big data and artificial intelligence in visual communication art design	18
HVA_CPS proposal: a process for hazardous vulnerability analysis in distributed cyber-physical systems	18
The improved dynamic slicing for spectrum-based fault localization	18
Modular inverse visual cryptography for balancing security, quality, and efficiency in image transmission	18
A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques	18
Multiple imputation methods: a case study of daily gold price	18

Evaluation model design of project construction safety level based on bidirectional recurrent neural network (BiRNN) and bidirectional long short-term memory (BiLSTM)	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
A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors	18
An integrated modeling, verification, and code generation for uncrewed aerial systems: less cost and more efficiency	18
Sequence-based undersampling: an algorithm for managing imbalanced datasets	17
Eliminating bias: enhancing children’s book recommendation using a hybrid model of graph convolutional networks and neural matrix factorization	17
Semi or fully automatic tooth segmentation in CBCT images: a review	17
Machine learning based framework for fine-grained word segmentation and enhanced text normalization for low resourced language	17
Impact of green technology innovation based on IoT and industrial supply chain on the promotion of enterprise digital economy	17
Sliding window higher-order cumulants for detection of eye blink artifact from short segments of single-channel EEG	17
Towards boosting unlabeled text corpora for Arabic dialect identification	17
An autoregressive integrated moving average and long short-term memory (ARIM-LSTM) hybrid model for multi-source epidemic data prediction	17
Graph convolutional network and self-attentive for sequential recommendation	17
An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF	17
Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals	17
HFSA: hybrid feature selection approach to improve medical diagnostic system	17
The proposal of a modeling methodology for an industrial internet information model	17
Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline	17
Multi-level pooling encoder–decoder convolution neural network for MRI reconstruction	17
Customized deep learning based Turkish automatic speech recognition system supported by language model	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	16
Environment aware greedy deployment strategy for underwater acoustic sensor networks using bathymetric mapping and transmission loss modeling	16
Code4ML: a large-scale dataset of annotated Machine Learning code	16
Efficient Parkinson’s disease classification from speech with filter-based feature selection and Genetic Algorithm–Bayesian Optimization ensemble integration	16
Multi-FusNet: fusion mapping of features for fine-grained image retrieval networks	16
Security risk models against attacks in smart grid using big data and artificial intelligence	16
Novel transfer learning approach for hand drawn mathematical geometric shapes classification	16
Classification of Zophobas morio and Tenebrio molitor using transfer learning	16
Explainability of deep learning models in medical video analysis: a survey	16
Design of compensation algorithms for zero padding and its application to a patch based deep neural network	16
A new approach to sustainable logistic processes with q-rung orthopair fuzzy soft information aggregation	16
Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss	16
Fast2Vec, a modified model of FastText that enhances semantic analysis in topic evolution	16
TTECCDU: a blockchain-based approach for expressive authorization management	16
Class incremental learning of remote sensing images based on class similarity distillation	16
Nine best practices for research software registries and repositories	16
A priority experience replay actor-critic algorithm using self-attention mechanism for strategy optimization of discrete problems	16
Robust ellipsoidal set-membership fault estimation for time-varying systems with uniform quantization effects over sensor networks	15
Traffic data imputation via knowledge graph-enhanced generative adversarial network	15
IRimage: open source software for processing images from infrared thermal cameras	15
Development of flapping wing robot and vision-based obstacle avoidance strategy	15
GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement	15
A new machine learning method for rainfall classification: temporal random tree	15
Risk assessment for commercial crime and legal protection based on modularity-optimized LM and SCA-optimized CNN	15
Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques	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
Comparing diversity, negativity, and stereotypes in Chinese-language AI technologies: an investigation of Baidu, Ernie and Qwen	15
An efficient optimizer for the 0/1 knapsack problem using group counseling	15
Enhanced transformer for length-controlled abstractive summarization based on summary output area	15
Splitting ore from X-ray image based on improved robust concave-point algorithm	15
Research on three-state reliability evaluation method of high reliability system based on multi-source prior information	15
Real-time DDoS flood attack monitoring and detection (RT-AMD) model for cloud computing	15
Predicting social media users’ indirect aggression through pre-trained models	15
Tuning of controller parameters using Pythagorean fuzzy similarity measure based on multicriteria decision making for stable and time delayed unstable plants	15
Improving prediction of maternal health risks using PCA features and TreeNet model	15
Ten quick tips for clinical electroencephalographic (EEG) data acquisition and signal processing	15
Improvement strategies for heuristic algorithms based on machine learning and information concepts: a review of the seahorse optimization algorithm	15
Architecture and enhanced-algorithms to manage servers-processes into network: a management system	15
An effective and comprehensible method to detect and evaluate retinal damage due to diabetes complications	14
Simultaneous, vision-based fish instance segmentation, species classification and size regression	14
Optimal wideband digital fractional-order differentiators using gradient based optimizer	14
Emerging framework for attack detection in cyber-physical systems using heuristic-based optimization algorithm	14
Novel variable neighborhood search heuristics for truck management in distribution warehouses problem	14
Predicting non-shows at outpatient appointments in internal medicine using machine learning models	14
ADHDP-based robust self-learning 3D trajectory tracking control for underactuated UUVs	14
Comparative evaluation of approaches & tools for effective security testing of Web applications	14
Augmenting healthy brain magnetic resonance images using generative adversarial networks	14
A variant-informed decision support system for tackling COVID-19: a transfer learning and multi-attribute decision-making approach	14
A high performance computing technology powered multimedia fusion model in university English translation	14
What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities	14
Graph-based deep fusion for architectural text representation	14
Early breast cancer detection in CT scans using convolutional neural bidirectional feature pyramid network	14
Multi-task advanced convolutional neural network for robust lymphoblastic leukemia diagnosis, classification, and segmentation	14
A novel intelligent agent-based framework for appropriate stream selection from perceptive of career counseling	14
Dynamic prediction of carbon prices based on the multi-frequency combined model	14
Alpha-DehazeNet: single image dehazing via RGBA haze modeling and adaptive learning	14
Generative adversarial network based adaptive data augmentation for handwritten Arabic text recognition	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
Multilayered digital image encryption approach to resist cryptographic attacks for cybersecurity	14
Adaptive multi-source domain collaborative fine-tuning for transfer learning	14
Estimation of lower limb torque: a novel hybrid method based on continuous wavelet transform and deep learning approach	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
Abnormal handling mechanism and improvement measures of optical DC current transformer in smart grid environment	14
Dual-stream transformer approach for pain assessment using visual-physiological data modeling	14
Optimized deep learning architectures for the classification of colorectal cancer diagnosis using whole slide images	14
TARGE: large language model-powered explainable hate speech detection	14
RuSentiTweet: a sentiment analysis dataset of general domain tweets in Russian	14
RiceChain: secure and traceable rice supply chain framework using blockchain technology	14
Enhanced analysis of large-scale news text data using the bidirectional-Kmeans-LSTM-CNN model	13
ECAsT: a large dataset for conversational search and an evaluation of metric robustness	13
A sentiment analysis approach for travel-related Chinese online review content	13
Deep learning-based method for sentiment analysis for patients’ drug reviews	13