PeerJ Computer Science

Article	Citations
A regularized stochastic configuration network based on weighted mean of vectors for regression	2422
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	209
Challenges and opportunities for Arabic question-answering systems: current techniques and future directions	178
Wireless optimization for sensor networks using IoT-based clustering and routing algorithms	142
Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients	141
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	125
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	114
Clustering assessment in weighted networks	106
Approaching the bi-objective critical node detection problem with a smart initialization-based evolutionary algorithm	101
A computer vision-based system for recognition and classification of Urdu sign language dataset	94
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	86
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	86
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	74
The role of objectively recorded smartphone usage and personality traits in sleep quality	68
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	65
Convolutional neural networks for road surface classification on aerial imagery	63
Ten quick tips for electrocardiogram (ECG) signal processing	62
People’s expectations and experiences of big data collection in the Saudi context	56
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	55
Guiding the retraining of convolutional neural networks against adversarial inputs	55
On component-wise dissimilarity measures and metric properties in pattern recognition	55
BatTS: a hybrid method for optimizing deep feedforward neural network	55
Transformer-based ensemble model for dialectal Arabic sentiment classification	52
Seamless transformation from use case to sequence diagrams	51
A collaborative semantic-based provenance management platform for reproducibility	51

MSSA: multi-stage semantic-aware neural network for binary code similarity detection	48
Foreground separation knowledge distillation for object detection	47
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	47
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	46
A survey on server-based electronic identification and signature schemes to improve eIDAS: with a new proposal for Turkey	46
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	46
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	44
Clone detection for business process models	43
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	43
A trajectory data compression algorithm based on spatio-temporal characteristics	42
Sentiment analysis of vegan related tweets using mutual information for feature selection	42
Advanced neural network-based model for predicting court decisions on child custody	41
AI in dermatology: a comprehensive review into skin cancer detection	38
Feature selection based on neighborhood rough sets and Gini index	38
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	38
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	37
Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model	37
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	37
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	37
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	37
An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray images	36
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	36
Resilience of political leaders and healthcare organizations during COVID-19	36
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	36
Research on remote sensing image extraction based on deep learning	36
Improved deep learning image classification algorithm based on Swin Transformer V2	35
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	35
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	35
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	34
A multi-objective algorithm for virtual machine placement in cloud environments using a hybrid of particle swarm optimization and flower pollination optimization	34
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	34
Random forests with parametric entropy-based information gains for classification and regression problems	33
DDoS attack detection in smart grid network using reconstructive machine learning models	33
A review on abusive content automatic detection: approaches, challenges and opportunities	32
PyMC: a modern, and comprehensive probabilistic programming framework in Python	32
Log-based software monitoring: a systematic mapping study	32
Research on sports activity behavior prediction based on electromyography signal collection and intelligent sensing channel	32
A systematic literature review on spam content detection and classification	32
A bi-criterion sequence-dependent scheduling problem with order deliveries	32
Performance impact of precision reduction in sparse linear systems solvers	31
Nested Markov chain hyper-heuristic (NMHH): a hybrid hyper-heuristic framework for single-objective continuous problems	31
Fuzzy information recognition and translation processing in English interpretation based on a generalized maximum likelihood ratio algorithm	31
Digital marketing program design based on abnormal consumer behavior data classification and improved homomorphic encryption algorithm	31
Improved temporal IoT device identification using robust statistical features	31
An improved image processing algorithm for visual characteristics in graphic design	30
NOMA-MIMO in 5G network: a detailed survey on enhancing data rate	30
Patent lifetime prediction using LightGBM with a customized loss	30
FMC2 model based perception grading for dark insurgent network analysis	30
BERT-PAGG: a Chinese relationship extraction model fusing PAGG and entity location information	29
Mining human periodic behaviors via tensor factorization and entropy	29

An effective transformer based on dual attention fusion for underwater image enhancement	28
Adaptive control for uncrewed aerial vehicles based on communication information optimization in complex environments	28
Blockchain-enabled data governance for privacy-preserved sharing of confidential data	28
2D facial landmark localization method for multi-view face synthesis image using a two-pathway generative adversarial network approach	28
Strip thickness prediction method based on improved border collie optimizing LSTM	27
Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses	27
Models of similarity in complex networks	27
Homologous point transformer for multi-modality prostate image registration	27
DNN-based multi-output model for predicting soccer team tactics	27
SentinelFusion based machine learning comprehensive approach for enhanced computer forensics	27
Graph data science and machine learning for the detection of COVID-19 infection from symptoms	27
Emotion detection from handwriting and drawing samples using an attention-based transformer model	27
Comparative analysis of machine learning methods to detect fake news in an Urdu language corpus	26
Advanced methods for missing values imputation based on similarity learning	26
Disentangled self-attention neural network based on information sharing for click-through rate prediction	26
Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study	26
Personalization-based deep hybrid E-learning model for online course recommendation system	26
Minimizing features while maintaining performance in data classification problems	25
An anomaly detection model for multivariate time series with anomaly perception	25
A novel multi-stage distributed authentication scheme for smart meter communication	25
Multipath subflow transmission scheduling optimization algorithm based on cost-performance balance	25
A robust maximum correntropy forecasting model for time series with outliers	25
Exploring the technological acceptance of a mobile learning tool used in the teaching of an indigenous language	25
A novel hybrid face mask detection approach using Transformer and convolutional neural network models	24
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients	24
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks	24
Enhanced payload volume in the least significant bits image steganography using hash function	24
A game theoretic power control and spectrum sharing approach using cost dominance in cognitive radio networks	23
Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions	23
TAMNR: a network embedding learning algorithm using text attention mechanism	23
Measurement of sulfur content in coal mining areas by using field-remote sensing data and an integrated deep learning model	23
A survey on multi-lingual offensive language detection	23
High throughput resource efficient reconfigurable interleaver for MIMO WLAN application	23
Migrating birds optimization-based feature selection for text classification	23
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention	23
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach	22
Learning-based short text compression using BERT models	22
Design of Chinese painting style classification model based on multi-layer aggregation CNN	22
HSMVS: heuristic search for minimum vertex separator on massive graphs	22
Intelligent search system for resume and labor law	22
Stochastic attentions and context learning for person re-identification	22
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms	22
Blockchain technology and application: an overview	21
Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination	21
Application of artificial intelligence technology in the economic development of urban intelligent transportation system	21
Development of flapping wing robot and vision-based obstacle avoidance strategy	21
Explainability of deep learning models in medical video analysis: a survey	21
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification	21
Application of big data and artificial intelligence in visual communication art design	21
Multi-replicas integrity checking scheme with supporting probability audit for cloud-based IoT	21
Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals	20
Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques	20
Full depth CNN classifier for handwritten and license plate characters recognition	20
Probability-boosting technique for combinatorial optimization	20
Enhancing AppAuthentix recommender systems using advanced machine learning techniques to identify genuine and counterfeit android applications	20
Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss	20
Security risk models against attacks in smart grid using big data and artificial intelligence	19
Secure biometric authentication with de-duplication on distributed cloud storage	19
A new approach to sustainable logistic processes with q-rung orthopair fuzzy soft information aggregation	19
IRimage: open source software for processing images from infrared thermal cameras	19
Real-time DDoS flood attack monitoring and detection (RT-AMD) model for cloud computing	19
The prediction of collective Economic development based on the PSO-LSTM model in smart agriculture	19
Abusive language detection in youtube comments leveraging replies as conversational context	19
Comparing diversity, negativity, and stereotypes in Chinese-language AI technologies: an investigation of Baidu, Ernie and Qwen	19
Machine learning based framework for fine-grained word segmentation and enhanced text normalization for low resourced language	19
Matching sensor ontologies through siamese neural networks without using reference alignment	19
A priority experience replay actor-critic algorithm using self-attention mechanism for strategy optimization of discrete problems	19
ResMem-Net: memory based deep CNN for image memorability estimation	19
Semi or fully automatic tooth segmentation in CBCT images: a review	19
FogFrame: a framework for IoT application execution in the fog	19
Customized deep learning based Turkish automatic speech recognition system supported by language model	19
A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors	19
An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF	19
The proposal of a modeling methodology for an industrial internet information model	19
Service humanoid robotics: a novel interactive system based on bionic-companionship framework	19
LinkPred: a high performance library for link prediction in complex networks	18
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments	18
How Internet of Things responds to the COVID-19 pandemic	18
Novel transfer learning approach for hand drawn mathematical geometric shapes classification	18
Sim-DRS: a similarity-based dynamic resource scheduling algorithm for microservice-based web systems	18

DPWSS: differentially private working set selection for training support vector machines	18
Enhancing the e-learning system based on a novel tasks’ classification load-balancing algorithm	18
Classification ofZophobas morioandTenebrio molitorusing transfer learning	18
Identifying topology of distribution substation in power Internet of Things using dynamic voltage load fluctuation flow analysis	18
Code4ML: a large-scale dataset of annotated Machine Learning code	18
Small facial image dataset augmentation using conditional GANs based on incomplete edge feature input	18
A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques	18
An integrated modeling, verification, and code generation for uncrewed aerial systems: less cost and more efficiency	18
The improved dynamic slicing for spectrum-based fault localization	17
Multi-FusNet: fusion mapping of features for fine-grained image retrieval networks	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
TTECCDU: a blockchain-based approach for expressive authorization management	17
Joint coordinate attention mechanism and instance normalization for COVID online comments text classification	17
Evaluation model design of project construction safety level based on bidirectional recurrent neural network (BiRNN) and bidirectional long short-term memory (BiLSTM)	17
Design of compensation algorithms for zero padding and its application to a patch based deep neural network	17
Class incremental learning of remote sensing images based on class similarity distillation	17
An autoregressive integrated moving average and long short-term memory (ARIM-LSTM) hybrid model for multi-source epidemic data prediction	17
HVA_CPS proposal: a process for hazardous vulnerability analysis in distributed cyber-physical systems	17
Multiple imputation methods: a case study of daily gold price	17
Eliminating bias: enhancing children’s book recommendation using a hybrid model of graph convolutional networks and neural matrix factorization	16
Graph convolutional network and self-attentive for sequential recommendation	16
Nine best practices for research software registries and repositories	16
Predicting social media users’ indirect aggression through pre-trained models	16
Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach	16
Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline	16
Matching sensor ontologies with unsupervised neural network with competitive learning	16
Traffic data imputation via knowledge graph-enhanced generative adversarial network	16
Discovering generative models from event logs: data-driven simulation vs deep learning	16
Impact of green technology innovation based on IoT and industrial supply chain on the promotion of enterprise digital economy	16
Multi-level pooling encoder–decoder convolution neural network for MRI reconstruction	16
A lightweight and secure online/offline cross-domain authentication scheme for VANET systems in Industrial IoT	16
An intelligent diabetes classification and perception framework based on ensemble and deep learning method	15
Self-aware cycle curriculum learning for multiple-choice reading comprehension	15
Tuning of controller parameters using Pythagorean fuzzy similarity measure based on multicriteria decision making for stable and time delayed unstable plants	15
Optimal wideband digital fractional-order differentiators using gradient based optimizer	15
ECAsT: a large dataset for conversational search and an evaluation of metric robustness	15
A framework for the prediction of earthquake using federated learning	15
The influence of music teaching appreciation on the mental health of college students based on multimedia data analysis	15
A hybrid model integrating recurrent neural networks and the semi-supervised support vector machine for identification of early student dropout risk	15
ADHDP-based robust self-learning 3D trajectory tracking control for underactuated UUVs	15
Robust ellipsoidal set-membership fault estimation for time-varying systems with uniform quantization effects over sensor networks	15
Dynamic sampling of images from various categories for classification based incremental deep learning in fog computing	15
Deep learning-driven dyslexia detection model using multi-modality data	15
A novel device-free Wi-Fi indoor localization using a convolutional neural network based on residual attention	15
Iterative multilinear optimization for planar model fitting under geometric constraints	14
Architecture and enhanced-algorithms to manage servers-processes into network: a management system	14
Augmenting healthy brain magnetic resonance images using generative adversarial networks	14
Risk assessment for commercial crime and legal protection based on modularity-optimized LM and SCA-optimized CNN	14
A novel intelligent agent-based framework for appropriate stream selection from perceptive of career counseling	14
RuSentiTweet: a sentiment analysis dataset of general domain tweets in Russian	14
A survey on modeling dynamic business processes	14
Multi-granularity adaptive extractive document summarization with heterogeneous graph neural networks	14
Simultaneous, vision-based fish instance segmentation, species classification and size regression	14
An efficient optimizer for the 0/1 knapsack problem using group counseling	14
Splitting ore from X-ray image based on improved robust concave-point algorithm	14
Awareness of security and privacy settings in video conferencing apps among faculty during the COVID-19 pandemic	14
A variant-informed decision support system for tackling COVID-19: a transfer learning and multi-attribute decision-making approach	14
SH-SDS: a new static-dynamic strategy for substation host security detection	14
Novel variable neighborhood search heuristics for truck management in distribution warehouses problem	14
An effective and comprehensible method to detect and evaluate retinal damage due to diabetes complications	14
A high performance computing technology powered multimedia fusion model in university English translation	14
Using Bidirectional Encoder Representations from Transformers (BERT) to predict criminal charges and sentences from Taiwanese court judgments	14
Abnormal handling mechanism and improvement measures of optical DC current transformer in smart grid environment	14
Analysis and tuning of hierarchical topic models based on Renyi entropy approach	14
Enhanced transformer for length-controlled abstractive summarization based on summary output area	13
Graph-based methods for Author Name Disambiguation: a survey	13
Mitigation of block withholding attack based on zero-determinant strategy	13
Video transaction algorithm considering FISCO alliance chain and improved trusted computing	13
Atom Search Optimization: a comprehensive review of its variants, applications, and future directions	13
A sentiment analysis approach for travel-related Chinese online review content	13
Generative adversarial network based adaptive data augmentation for handwritten Arabic text recognition	13
DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis	13
Adversarial example defense based on image reconstruction	13
Leveraging deep learning for toxic comment detection in cursive languages	13
Real-time biodiversity analysis using deep-learning algorithms on mobile robotic platforms	13
What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities	13
Improvement strategies for heuristic algorithms based on machine learning and information concepts: a review of the seahorse optimization algorithm	13
Adaptive multi-source domain collaborative fine-tuning for transfer learning	13
Research on three-state reliability evaluation method of high reliability system based on multi-source prior information	13
Evaluating graph neural networks under graph sampling scenarios	13
GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement	13
Graph-based deep fusion for architectural text representation	13
Bee colony remote monitoring based on IoT using ESP-NOW protocol	13
Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition	13
Lcapy: symbolic linear circuit analysis with Python	13
AI framework for DRIVE model based mental health detection in text: a case study on how coping strategies are expressed during COVID-19	12
Automatic computer science domain multiple-choice questions generation based on informative sentences	12
A survey of Sybil attack countermeasures in IoT-based wireless sensor networks	12
Emerging framework for attack detection in cyber-physical systems using heuristic-based optimization algorithm	12
Comparative evaluation of approaches & tools for effective security testing of Web applications	12
Utilizing grid search cross-validation with adaptive boosting for augmenting performance of machine learning models	12
Predicting non-shows at outpatient appointments in internal medicine using machine learning models	12
LOANet: a lightweight network using object attention for extracting buildings and roads from UAV aerial remote sensing images	12
Improving prediction of maternal health risks using PCA features and TreeNet model	12
Deep learning-based method for sentiment analysis for patients’ drug reviews	12