PeerJ Computer Science

Article	Citations
Enhanced mechanisms of pooling and channel attention for deep learning feature maps	237
BiLSTM-enhanced legal text extraction model using fuzzy logic and metaphor recognition	229
A computer vision-based system for recognition and classification of Urdu sign language dataset	154
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data	146
Golden eagle optimized CONV-LSTM and non-negativity-constrained autoencoder to support spatial and temporal features in cancer drug response prediction	103
Gene Ontology Capsule GAN: an improved architecture for protein function prediction	94
BatTS: a hybrid method for optimizing deep feedforward neural network	88
Seamless transformation from use case to sequence diagrams	71
Transformer-based ensemble model for dialectal Arabic sentiment classification	71
Guiding the retraining of convolutional neural networks against adversarial inputs	71
MSSA: multi-stage semantic-aware neural network for binary code similarity detection	69
A collaborative semantic-based provenance management platform for reproducibility	69
Multi-task snake optimization algorithm for global optimization and planar kinematic arm control problem	58
Leveraging large language models for spelling correction in Turkish	56
A survey on server-based electronic identification and signature schemes to improve eIDAS: with a new proposal for Turkey	56
Automated guided vehicle (AGV) path optimization method based on improved rapidly-exploring random trees	55
Resilience of political leaders and healthcare organizations during COVID-19	54
Towards the portability of knowledge in reinforcement learning-based systems for automatic drone navigation	52
Neural noiseprint transfer: a generic noiseprint-based counter forensics framework	51
Pre-trained quantum convolutional neural network for COVID-19 disease classification using computed tomography images	49
A trajectory data compression algorithm based on spatio-temporal characteristics	48
Advanced neural network-based model for predicting court decisions on child custody	47
MSR-UNet: enhancing multi-scale and long-range dependencies in medical image segmentation	46
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models	45
Research on intelligent forecasts of flight actions based on the implemented bi-LSTM	45

Approaching the bi-objective critical node detection problem with a smart initialization-based evolutionary algorithm	44
TechMark: a framework for the development, engagement, and motivation of software teams in IT organizations based on gamification	43
Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT)	42
Leveraging a hybrid convolutional gated recursive diabetes prediction and severity grading model through a mobile app	42
Mining software insights: uncovering the frequently occurring issues in low-rating software applications	42
Bitcoin volatility in bull vs. bear market-insights from analyzing on-chain metrics and Twitter posts	41
DDoS attack detection in smart grid network using reconstructive machine learning models	40
Clone detection for business process models	40
Random forests with parametric entropy-based information gains for classification and regression problems	40
Fine-tuned deep transfer learning: an effective strategy for the accurate chronic kidney disease classification	40
Research on remote sensing image extraction based on deep learning	39
AI in dermatology: a comprehensive review into skin cancer detection	39
RMIS-Net: a fast medical image segmentation network based on multilayer perceptron	36
Ten quick tips for electrocardiogram (ECG) signal processing	36
On component-wise dissimilarity measures and metric properties in pattern recognition	36
A systematic literature review on spam content detection and classification	35
Sentiment analysis of vegan related tweets using mutual information for feature selection	35
Foreground separation knowledge distillation for object detection	35
The role of objectively recorded smartphone usage and personality traits in sleep quality	34
OBC-YOLOv8: an improved road damage detection model based on YOLOv8	34
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
Improved deep learning image classification algorithm based on Swin Transformer V2	32
Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance	32
A multi-objective algorithm for virtual machine placement in cloud environments using a hybrid of particle swarm optimization and flower pollination optimization	32
Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data	31
User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores	31
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review	31
Convolutional neural networks for road surface classification on aerial imagery	31
Pashto offensive language detection: a benchmark dataset and monolingual Pashto BERT	31
People’s expectations and experiences of big data collection in the Saudi context	31
PyMC: a modern, and comprehensive probabilistic programming framework in Python	30
A review on abusive content automatic detection: approaches, challenges and opportunities	30
Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients	30
Feature selection based on neighborhood rough sets and Gini index	30
A bi-criterion sequence-dependent scheduling problem with order deliveries	29
Improved temporal IoT device identification using robust statistical features	29
FMC2 model based perception grading for dark insurgent network analysis	29
A regularized stochastic configuration network based on weighted mean of vectors for regression	29
Fuzzy information recognition and translation processing in English interpretation based on a generalized maximum likelihood ratio algorithm	29
Research on sports activity behavior prediction based on electromyography signal collection and intelligent sensing channel	29
Performance impact of precision reduction in sparse linear systems solvers	29
Mining human periodic behaviors via tensor factorization and entropy	28
Patent lifetime prediction using LightGBM with a customized loss	28
NOMA-MIMO in 5G network: a detailed survey on enhancing data rate	28
Adaptive control for uncrewed aerial vehicles based on communication information optimization in complex environments	27
2D facial landmark localization method for multi-view face synthesis image using a two-pathway generative adversarial network approach	27
Strip thickness prediction method based on improved border collie optimizing LSTM	27
Blockchain-enabled data governance for privacy-preserved sharing of confidential data	27

Multipath subflow transmission scheduling optimization algorithm based on cost-performance balance	26
An improved image processing algorithm for visual characteristics in graphic design	26
Application of artificial intelligence technology in the economic development of urban intelligent transportation system	26
An effective transformer based on dual attention fusion for underwater image enhancement	26
Disentangled self-attention neural network based on information sharing for click-through rate prediction	26
Models of similarity in complex networks	26
Intelligent search system for resume and labor law	25
Personalization-based deep hybrid E-learning model for online course recommendation system	25
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms	25
Automatic detection of teacher behavior in classroom videos using AlphaPose and Faster R-CNN algorithms	25
Informed decision-making in prioritising product variants	25
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks	24
An anomaly detection model for multivariate time series with anomaly perception	24
A survey on multi-lingual offensive language detection	24
A robust maximum correntropy forecasting model for time series with outliers	24
Enhanced payload volume in the least significant bits image steganography using hash function	24
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients	24
A malware detection method with function parameters encoding and function dependency modeling	23
Enhancing geotechnical damage detection with deep learning: a convolutional neural network approach	23
Measurement of sulfur content in coal mining areas by using field-remote sensing data and an integrated deep learning model	23
Design of Chinese painting style classification model based on multi-layer aggregation CNN	23
Learning-based short text compression using BERT models	23
Migrating birds optimization-based feature selection for text classification	23
Minimizing features while maintaining performance in data classification problems	23
HSMVS: heuristic search for minimum vertex separator on massive graphs	23
TAMNR: a network embedding learning algorithm using text attention mechanism	23
Exploring the synergy of guided numeric and text analysis in e-commerce: a comprehensive investigation into univariate and multivariate distributions	23
Digital marketing program design based on abnormal consumer behavior data classification and improved homomorphic encryption algorithm	22
Comparative analysis of machine learning methods to detect fake news in an Urdu language corpus	22
Graph data science and machine learning for the detection of COVID-19 infection from symptoms	22
Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification	22
Emotion detection from handwriting and drawing samples using an attention-based transformer model	22
IAESR: IoT-oriented authenticated encryption based on iShadow round function	22
BERT-PAGG: a Chinese relationship extraction model fusing PAGG and entity location information	22
A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention	22
Blockchain technology and application: an overview	21
Testing the knowledge of artificial intelligence chatbots in pharmacology: examples of two groups of drugs	21
Nested Markov chain hyper-heuristic (NMHH): a hybrid hyper-heuristic framework for single-objective continuous problems	21
Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study	21
DNN-based multi-output model for predicting soccer team tactics	21
Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses	21
SentinelFusion based machine learning comprehensive approach for enhanced computer forensics	21
A novel hybrid face mask detection approach using Transformer and convolutional neural network models	21
Homologous point transformer for multi-modality prostate image registration	21
Development of flapping wing robot and vision-based obstacle avoidance strategy	20
Probability-boosting technique for combinatorial optimization	20
Class incremental learning of remote sensing images based on class similarity distillation	20
A retrospective study of 3D deep learning approach incorporating coordinate information to improve the segmentation of pre- and post-operative abdominal aortic aneurysm	20
Multi-replicas integrity checking scheme with supporting probability audit for cloud-based IoT	20
An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF	20
A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques	20
Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline	20
Enhancing AppAuthentix recommender systems using advanced machine learning techniques to identify genuine and counterfeit android applications	20
Scheduling algorithms for data-protection based on security-classification constraints to data-dissemination	20
Novel transfer learning approach for hand drawn mathematical geometric shapes classification	20
Semi or fully automatic tooth segmentation in CBCT images: a review	20
DPWSS: differentially private working set selection for training support vector machines	19
Security risk models against attacks in smart grid using big data and artificial intelligence	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
The proposal of a modeling methodology for an industrial internet information model	19
A hybrid approach based on k-means and SVM algorithms in selection of appropriate risk assessment methods for sectors	19
A priority experience replay actor-critic algorithm using self-attention mechanism for strategy optimization of discrete problems	19
Sim-DRS: a similarity-based dynamic resource scheduling algorithm for microservice-based web systems	19
Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques	19
Explainability of deep learning models in medical video analysis: a survey	19
Small facial image dataset augmentation using conditional GANs based on incomplete edge feature input	18
The improved dynamic slicing for spectrum-based fault localization	18
Evaluation model design of project construction safety level based on bidirectional recurrent neural network (BiRNN) and bidirectional long short-term memory (BiLSTM)	18
Enhancing the e-learning system based on a novel tasks’ classification load-balancing algorithm	18
Multi-FusNet: fusion mapping of features for fine-grained image retrieval networks	18
HVA_CPS proposal: a process for hazardous vulnerability analysis in distributed cyber-physical systems	18
An integrated modeling, verification, and code generation for uncrewed aerial systems: less cost and more efficiency	18
How Internet of Things responds to the COVID-19 pandemic	18
TTECCDU: a blockchain-based approach for expressive authorization management	18
Joint coordinate attention mechanism and instance normalization for COVID online comments text classification	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
Innovative road distress detection (IR-DD): an efficient and scalable deep learning approach	17
A new approach to sustainable logistic processes with q-rung orthopair fuzzy soft information aggregation	17

Code4ML: a large-scale dataset of annotated Machine Learning code	17
Multi-level pooling encoder–decoder convolution neural network for MRI reconstruction	17
Traffic data imputation via knowledge graph-enhanced generative adversarial network	17
Classification ofZophobas morioandTenebrio molitorusing transfer learning	17
Fast2Vec, a modified model of FastText that enhances semantic analysis in topic evolution	17
HFSA: hybrid feature selection approach to improve medical diagnostic system	17
Matching sensor ontologies with unsupervised neural network with competitive learning	17
Eliminating bias: enhancing children’s book recommendation using a hybrid model of graph convolutional networks and neural matrix factorization	17
Machine learning for Internet of Things (IoT) device identification: a comparative study	17
Service humanoid robotics: a novel interactive system based on bionic-companionship framework	17
Abusive language detection in youtube comments leveraging replies as conversational context	16
An intelligent diabetes classification and perception framework based on ensemble and deep learning method	16
Investigating toxicity changes of cross-community redditors from 2 billion posts and comments	16
IRimage: open source software for processing images from infrared thermal cameras	16
Efficient sepsis detection using deep learning and residual convolutional networks	16
Machine learning based framework for fine-grained word segmentation and enhanced text normalization for low resourced language	16
Graph convolutional network and self-attentive for sequential recommendation	16
ResMem-Net: memory based deep CNN for image memorability estimation	16
Impact of green technology innovation based on IoT and industrial supply chain on the promotion of enterprise digital economy	16
Customized deep learning based Turkish automatic speech recognition system supported by language model	16
Identifying topology of distribution substation in power Internet of Things using dynamic voltage load fluctuation flow analysis	16
Application of big data and artificial intelligence in visual communication art design	16
Ultrasound image denoising using generative adversarial networks with residual dense connectivity and weighted joint loss	16
An autoregressive integrated moving average and long short-term memory (ARIM-LSTM) hybrid model for multi-source epidemic data prediction	16
Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals	16
Nine best practices for research software registries and repositories	15
Predicting social media users’ indirect aggression through pre-trained models	15
ECAsT: a large dataset for conversational search and an evaluation of metric robustness	15
A variant-informed decision support system for tackling COVID-19: a transfer learning and multi-attribute decision-making approach	15
Abnormal handling mechanism and improvement measures of optical DC current transformer in smart grid environment	15
Design of compensation algorithms for zero padding and its application to a patch based deep neural network	15
Tuning of controller parameters using Pythagorean fuzzy similarity measure based on multicriteria decision making for stable and time delayed unstable plants	15
A hybrid model integrating recurrent neural networks and the semi-supervised support vector machine for identification of early student dropout risk	15
Iterative multilinear optimization for planar model fitting under geometric constraints	15
A novel intelligent agent-based framework for appropriate stream selection from perceptive of career counseling	15
Robust ellipsoidal set-membership fault estimation for time-varying systems with uniform quantization effects over sensor networks	15
Comparing diversity, negativity, and stereotypes in Chinese-language AI technologies: an investigation of Baidu, Ernie and Qwen	15
Self-aware cycle curriculum learning for multiple-choice reading comprehension	15
A novel device-free Wi-Fi indoor localization using a convolutional neural network based on residual attention	15
RuSentiTweet: a sentiment analysis dataset of general domain tweets in Russian	15
ADHDP-based robust self-learning 3D trajectory tracking control for underactuated UUVs	15
Risk assessment for commercial crime and legal protection based on modularity-optimized LM and SCA-optimized CNN	14
Simultaneous, vision-based fish instance segmentation, species classification and size regression	14
A high performance computing technology powered multimedia fusion model in university English translation	14
Graph-based methods for Author Name Disambiguation: a survey	14
GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement	14
Adversarial example defense based on image reconstruction	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
Enhanced transformer for length-controlled abstractive summarization based on summary output area	14
Research on three-state reliability evaluation method of high reliability system based on multi-source prior information	14
Evaluating graph neural networks under graph sampling scenarios	14
Architecture and enhanced-algorithms to manage servers-processes into network: a management system	14
An efficient optimizer for the 0/1 knapsack problem using group counseling	14
Multi-granularity adaptive extractive document summarization with heterogeneous graph neural networks	14
DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis	14
Mitigation of block withholding attack based on zero-determinant strategy	14
Deep learning-based method for sentiment analysis for patients’ drug reviews	13
Enhanced analysis of large-scale news text data using the bidirectional-Kmeans-LSTM-CNN model	13
Dynamic prediction of carbon prices based on the multi-frequency combined model	13
Estimation of lower limb torque: a novel hybrid method based on continuous wavelet transform and deep learning approach	13
Comparative evaluation of approaches & tools for effective security testing of Web applications	13
Lcapy: symbolic linear circuit analysis with Python	13
Using Bidirectional Encoder Representations from Transformers (BERT) to predict criminal charges and sentences from Taiwanese court judgments	13
A new machine learning method for rainfall classification: temporal random tree	13
Improvement strategies for heuristic algorithms based on machine learning and information concepts: a review of the seahorse optimization algorithm	13
Real-time biodiversity analysis using deep-learning algorithms on mobile robotic platforms	13
Automatic computer science domain multiple-choice questions generation based on informative sentences	13
AI framework for DRIVE model based mental health detection in text: a case study on how coping strategies are expressed during COVID-19	13
Graph-based deep fusion for architectural text representation	13
Splitting ore from X-ray image based on improved robust concave-point algorithm	13
A sentiment analysis approach for travel-related Chinese online review content	13
Predicting non-shows at outpatient appointments in internal medicine using machine learning models	13
TARGE: large language model-powered explainable hate speech detection	13
Improving prediction of maternal health risks using PCA features and TreeNet model	13
Augmenting healthy brain magnetic resonance images using generative adversarial networks	13
Generative adversarial network based adaptive data augmentation for handwritten Arabic text recognition	13
Atom Search Optimization: a comprehensive review of its variants, applications, and future directions	13
Enhancing east-west interface security in heterogeneous SDN via blockchain	12
Ten quick tips for clinical electroencephalographic (EEG) data acquisition and signal processing	12
A survey of Sybil attack countermeasures in IoT-based wireless sensor networks	12
The influence of music teaching appreciation on the mental health of college students based on multimedia data analysis	12
Impact analysis of keyword extraction using contextual word embedding	12
RiceChain: secure and traceable rice supply chain framework using blockchain technology	12
MAPE-ViT: multimodal scene understanding with novel wavelet-augmented Vision Transformer	12
SH-SDS: a new static-dynamic strategy for substation host security detection	12
What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities	12
Optimal wideband digital fractional-order differentiators using gradient based optimizer	12
Leveraging deep learning for toxic comment detection in cursive languages	12
Adaptive multi-source domain collaborative fine-tuning for transfer learning	12
Student timetabling genetic algorithm accounting for student preferences	12
Deep learning-driven dyslexia detection model using multi-modality data	12
LOANet: a lightweight network using object attention for extracting buildings and roads from UAV aerial remote sensing images	12
Bee colony remote monitoring based on IoT using ESP-NOW protocol	12
A robust algorithmic cum integrated approach of interval-valued fuzzy hypersoft set and OOPCS for real estate pursuit	12