PeerJ Computer Science

Article	Citations
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	256
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	237
A computer vision-based system for recognition and classification of Urdu sign language dataset	158
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	154
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	104
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	97
BatTS: a hybrid method for optimizing deep feedforward neural network	91
Transformer-based ensemble model for dialectal Arabic sentiment classification	74
Guiding the retraining of convolutional neural networks against adversarial inputs	74
A collaborative semantic-based provenance management platform for reproducibility	72
MSSA: multi-stage semantic-aware neural network for binary code similarity detection	71
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	69
A survey on server-based electronic identification and signature schemes to improve eIDAS: with a new proposal for Turkey	58
Approaching the bi-objective critical node detection problem with a smart initialization-based evolutionary algorithm	58
Leveraging large language models for spelling correction in Turkish	56
Automated guided vehicle (AGV) path optimization method based on improved rapidly-exploring random trees	56
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	55
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	55
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	51
A trajectory data compression algorithm based on spatio-temporal characteristics	49
Advanced neural network-based model for predicting court decisions on child custody	48
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	47
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	47
Improved deep learning image classification algorithm based on Swin Transformer V2	47
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	46

Research on remote sensing image extraction based on deep learning	45
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	43
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	43
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	42
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	42
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	42
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	42
Clone detection for business process models	41
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	40
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	40
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	40
People’s expectations and experiences of big data collection in the Saudi context	38
Convolutional neural networks for road surface classification on aerial imagery	38
A review on abusive content automatic detection: approaches, challenges and opportunities	37
3D reconstruction of toys based on adaptive scaled neural radiation field	37
RMIS-Net: a fast medical image segmentation network based on multilayer perceptron	36
The role of objectively recorded smartphone usage and personality traits in sleep quality	35
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	35
Foreground separation knowledge distillation for object detection	34
Sentiment analysis of vegan related tweets using mutual information for feature selection	34
On component-wise dissimilarity measures and metric properties in pattern recognition	33
A systematic literature review on spam content detection and classification	33
Feature selection based on neighborhood rough sets and Gini index	32
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	32
Seamless transformation from use case to sequence diagrams	32
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	32
Resilience of political leaders and healthcare organizations during COVID-19	32
A multi-objective algorithm for virtual machine placement in cloud environments using a hybrid of particle swarm optimization and flower pollination optimization	32
Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients	31
Ten quick tips for electrocardiogram (ECG) signal processing	31
DDSUD: dynamically detecting subsequence uncertainty and diversity for active learning in imbalanced Chinese sentiment analysis	31
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	31
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	30
A regularized stochastic configuration network based on weighted mean of vectors for regression	30
PyMC: a modern, and comprehensive probabilistic programming framework in Python	30
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
Research on sports activity behavior prediction based on electromyography signal collection and intelligent sensing channel	29
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	29
DDoS attack detection in smart grid network using reconstructive machine learning models	29
Performance impact of precision reduction in sparse linear systems solvers	29
Improved temporal IoT device identification using robust statistical features	29
Fuzzy information recognition and translation processing in English interpretation based on a generalized maximum likelihood ratio algorithm	29
Adaptive control for uncrewed aerial vehicles based on communication information optimization in complex environments	28
NOMA-MIMO in 5G network: a detailed survey on enhancing data rate	28
2D facial landmark localization method for multi-view face synthesis image using a two-pathway generative adversarial network approach	28
Mining human periodic behaviors via tensor factorization and entropy	28
Blockchain-enabled data governance for privacy-preserved sharing of confidential data	28
FMC2 model based perception grading for dark insurgent network analysis	28
Automatic detection of teacher behavior in classroom videos using AlphaPose and Faster R-CNN algorithms	27

Models of similarity in complex networks	27
Multipath subflow transmission scheduling optimization algorithm based on cost-performance balance	27
Strip thickness prediction method based on improved border collie optimizing LSTM	27
Disentangled self-attention neural network based on information sharing for click-through rate prediction	27
An improved image processing algorithm for visual characteristics in graphic design	26
Personalization-based deep hybrid E-learning model for online course recommendation system	26
Patent lifetime prediction using LightGBM with a customized loss	25
A bi-criterion sequence-dependent scheduling problem with order deliveries	25
Informed decision-making in prioritising product variants	25
Homologous point transformer for multi-modality prostate image registration	25
An anomaly detection model for multivariate time series with anomaly perception	24
Application of artificial intelligence technology in the economic development of urban intelligent transportation system	24
An effective transformer based on dual attention fusion for underwater image enhancement	24
A social information sensitive model for conversational recommender systems	24
A survey on multi-lingual offensive language detection	24
Intelligent search system for resume and labor law	24
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks	23
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients	23
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach	23
Enhanced payload volume in the least significant bits image steganography using hash function	23
TAMNR: a network embedding learning algorithm using text attention mechanism	23
Migrating birds optimization-based feature selection for text classification	23
A robust maximum correntropy forecasting model for time series with outliers	23
Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions	23
Learning-based short text compression using BERT models	23
IAESR: IoT-oriented authenticated encryption based on iShadow round function	22
Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study	22
HSMVS: heuristic search for minimum vertex separator on massive graphs	22
Minimizing features while maintaining performance in data classification problems	22
A malware detection method with function parameters encoding and function dependency modeling	22
Design of Chinese painting style classification model based on multi-layer aggregation CNN	22
DNN-based multi-output model for predicting soccer team tactics	22
SentinelFusion based machine learning comprehensive approach for enhanced computer forensics	21
Fuzzy evaluation and explainable machine learning for diagnosis of rheumatic and autoimmune diseases	21
Graph data science and machine learning for the detection of COVID-19 infection from symptoms	21
Comparative analysis of machine learning methods to detect fake news in an Urdu language corpus	21
Testing the knowledge of artificial intelligence chatbots in pharmacology: examples of two groups of drugs	21
BERT-PAGG: a Chinese relationship extraction model fusing PAGG and entity location information	21
Emotion detection from handwriting and drawing samples using an attention-based transformer model	21
Blockchain technology and application: an overview	21
A review of deep learning methods in aquatic animal husbandry	21
Digital marketing program design based on abnormal consumer behavior data classification and improved homomorphic encryption algorithm	21
Nested Markov chain hyper-heuristic (NMHH): a hybrid hyper-heuristic framework for single-objective continuous problems	21
MLPruner: pruning convolutional neural networks with automatic mask learning	20
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms	20
Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses	20
A defensive model and implementation baseline for the metaverse and extended reality systems	20
Measurement of sulfur content in coal mining areas by using field-remote sensing data and an integrated deep learning model	20
A novel hybrid face mask detection approach using Transformer and convolutional neural network models	20
An End-to-End autonomous driving model based on visual perception for temporary roads	20
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention	20
Development of flapping wing robot and vision-based obstacle avoidance strategy	19
Probability-boosting technique for combinatorial optimization	19
An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF	19
Multi-replicas integrity checking scheme with supporting probability audit for cloud-based IoT	19
Enhancing AppAuthentix recommender systems using advanced machine learning techniques to identify genuine and counterfeit android applications	19
Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline	19
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification	19
Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination	19
Class incremental learning of remote sensing images based on class similarity distillation	19
A priority experience replay actor-critic algorithm using self-attention mechanism for strategy optimization of discrete problems	18
The prediction of collective Economic development based on the PSO-LSTM model in smart agriculture	18
Small facial image dataset augmentation using conditional GANs based on incomplete edge feature input	18
Joint coordinate attention mechanism and instance normalization for COVID online comments text classification	18
The proposal of a modeling methodology for an industrial internet information model	18
Sim-DRS: a similarity-based dynamic resource scheduling algorithm for microservice-based web systems	18
How Internet of Things responds to the COVID-19 pandemic	18
DPWSS: differentially private working set selection for training support vector machines	18
Nine best practices for research software registries and repositories	18
Real-time DDoS flood attack monitoring and detection (RT-AMD) model for cloud computing	18
Enhancing the e-learning system based on a novel tasks’ classification load-balancing algorithm	18
An integrated modeling, verification, and code generation for uncrewed aerial systems: less cost and more efficiency	18
Multiple imputation methods: a case study of daily gold price	17
A lightweight and secure online/offline cross-domain authentication scheme for VANET systems in Industrial IoT	17
Efficient sepsis detection using deep learning and residual convolutional networks	17
Evaluation model design of project construction safety level based on bidirectional recurrent neural network (BiRNN) and bidirectional long short-term memory (BiLSTM)	17
Matching sensor ontologies with unsupervised neural network with competitive learning	17
Traffic data imputation via knowledge graph-enhanced generative adversarial network	17
An autoregressive integrated moving average and long short-term memory (ARIM-LSTM) hybrid model for multi-source epidemic data prediction	17
TTECCDU: a blockchain-based approach for expressive authorization management	17

HVA_CPS proposal: a process for hazardous vulnerability analysis in distributed cyber-physical systems	17
Multi-level pooling encoder–decoder convolution neural network for MRI reconstruction	17
Eliminating bias: enhancing children’s book recommendation using a hybrid model of graph convolutional networks and neural matrix factorization	17
Multi-FusNet: fusion mapping of features for fine-grained image retrieval networks	17
ResMem-Net: memory based deep CNN for image memorability estimation	16
Classification ofZophobas morioandTenebrio molitorusing transfer learning	16
Graph convolutional network and self-attentive for sequential recommendation	16
Machine learning for Internet of Things (IoT) device identification: a comparative study	16
HFSA: hybrid feature selection approach to improve medical diagnostic system	16
Identifying topology of distribution substation in power Internet of Things using dynamic voltage load fluctuation flow analysis	16
Semi or fully automatic tooth segmentation in CBCT images: a review	16
Application of big data and artificial intelligence in visual communication art design	16
Customized deep learning based Turkish automatic speech recognition system supported by language model	16
Abusive language detection in youtube comments leveraging replies as conversational context	16
Code4ML: a large-scale dataset of annotated Machine Learning code	16
Machine learning based framework for fine-grained word segmentation and enhanced text normalization for low resourced language	16
A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques	15
IRimage: open source software for processing images from infrared thermal cameras	15
Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach	15
Security risk models against attacks in smart grid using big data and artificial intelligence	15
The improved dynamic slicing for spectrum-based fault localization	15
Design of compensation algorithms for zero padding and its application to a patch based deep neural network	15
Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals	15
Novel transfer learning approach for hand drawn mathematical geometric shapes classification	15
Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques	15
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments	15
Dynamic token encryption for preventing permission leakage in serverless architectures	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
Explainability of deep learning models in medical video analysis: a survey	15
A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors	15
Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss	15
Fast2Vec, a modified model of FastText that enhances semantic analysis in topic evolution	15
Comparing diversity, negativity, and stereotypes in Chinese-language AI technologies: an investigation of Baidu, Ernie and Qwen	14
Robust ellipsoidal set-membership fault estimation for time-varying systems with uniform quantization effects over sensor networks	14
ADHDP-based robust self-learning 3D trajectory tracking control for underactuated UUVs	14
Iterative multilinear optimization for planar model fitting under geometric constraints	14
An intelligent diabetes classification and perception framework based on ensemble and deep learning method	14
Impact of green technology innovation based on IoT and industrial supply chain on the promotion of enterprise digital economy	14
Morphological and structural complexity analysis of low-resource English-Turkish language pair using neural machine translation models	14
A novel device-free Wi-Fi indoor localization using a convolutional neural network based on residual attention	14
RuSentiTweet: a sentiment analysis dataset of general domain tweets in Russian	14
A new approach to sustainable logistic processes with q-rung orthopair fuzzy soft information aggregation	14
Predicting social media users’ indirect aggression through pre-trained models	14
A hybrid model integrating recurrent neural networks and the semi-supervised support vector machine for identification of early student dropout risk	14
A variant-informed decision support system for tackling COVID-19: a transfer learning and multi-attribute decision-making approach	14
ECAsT: a large dataset for conversational search and an evaluation of metric robustness	14
Tuning of controller parameters using Pythagorean fuzzy similarity measure based on multicriteria decision making for stable and time delayed unstable plants	14
Risk assessment for commercial crime and legal protection based on modularity-optimized LM and SCA-optimized CNN	13
A novel intelligent agent-based framework for appropriate stream selection from perceptive of career counseling	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
Deep learning-based method for sentiment analysis for patients’ drug reviews	13
A new machine learning method for rainfall classification: temporal random tree	13
GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement	13
Research on three-state reliability evaluation method of high reliability system based on multi-source prior information	13
An efficient optimizer for the 0/1 knapsack problem using group counseling	13
Architecture and enhanced-algorithms to manage servers-processes into network: a management system	13
Simultaneous, vision-based fish instance segmentation, species classification and size regression	13
Mitigation of block withholding attack based on zero-determinant strategy	13
Splitting ore from X-ray image based on improved robust concave-point algorithm	13
Lcapy: symbolic linear circuit analysis with Python	13
Graph-based deep fusion for architectural text representation	13
Enhanced transformer for length-controlled abstractive summarization based on summary output area	13
An effective and comprehensible method to detect and evaluate retinal damage due to diabetes complications	13
Novel variable neighborhood search heuristics for truck management in distribution warehouses problem	13
Adversarial example defense based on image reconstruction	13
Evaluating graph neural networks under graph sampling scenarios	13
Atom Search Optimization: a comprehensive review of its variants, applications, and future directions	13
DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis	13
TARGE: large language model-powered explainable hate speech detection	12
Early breast cancer detection in CT scans using convolutional neural bidirectional feature pyramid network	12
AI framework for DRIVE model based mental health detection in text: a case study on how coping strategies are expressed during COVID-19	12
Improvement strategies for heuristic algorithms based on machine learning and information concepts: a review of the seahorse optimization algorithm	12
Improved BCI calibration in multimodal emotion recognition using heterogeneous adversarial transfer learning	12
MAPE-ViT: multimodal scene understanding with novel wavelet-augmented Vision Transformer	12
Predicting non-shows at outpatient appointments in internal medicine using machine learning models	12
Automatic computer science domain multiple-choice questions generation based on informative sentences	12
Real-time biodiversity analysis using deep-learning algorithms on mobile robotic platforms	12
LOANet: a lightweight network using object attention for extracting buildings and roads from UAV aerial remote sensing images	12
A sentiment analysis approach for travel-related Chinese online review content	12
Student timetabling genetic algorithm accounting for student preferences	12
Enhancing east-west interface security in heterogeneous SDN via blockchain	12
Comparative evaluation of approaches & tools for effective security testing of Web applications	12
Estimation of lower limb torque: a novel hybrid method based on continuous wavelet transform and deep learning approach	12
Awareness of security and privacy settings in video conferencing apps among faculty during the COVID-19 pandemic	12
What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities	12
Dynamic prediction of carbon prices based on the multi-frequency combined model	12
Deep learning-driven dyslexia detection model using multi-modality data	12
Emerging framework for attack detection in cyber-physical systems using heuristic-based optimization algorithm	12
Ten quick tips for clinical electroencephalographic (EEG) data acquisition and signal processing	12
Augmenting healthy brain magnetic resonance images using generative adversarial networks	12
Utilizing grid search cross-validation with adaptive boosting for augmenting performance of machine learning models	11
Enhanced analysis of large-scale news text data using the bidirectional-Kmeans-LSTM-CNN model	11
Improving prediction of maternal health risks using PCA features and TreeNet model	11
A survey of Sybil attack countermeasures in IoT-based wireless sensor networks	11