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PeerJ Computer Science 2024: all accepted papers

819 papers · page 1 of 9 · the most cited first · ← PeerJ Computer Science 2024

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  1. Lightweight transformer image feature extraction network ↗Wenfeng Zheng, Siyu Lu, Youshuai Yang et al.162 citations
  2. Trade-off between training and testing ratio in machine learning for medical image processing ↗Muthuramalingam Sivakumar, Sudhaman Parthasarathy, S. Padmapriya157 citations
  3. Comprehensive analysis of clustering algorithms: exploring limitations and innovative solutions ↗Aasim Ayaz Wani108 citations
  4. Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks ↗Sidra Abbas, Imen Rashid Bouazzi, Stephen Ojo et al.94 citations
  5. Advancing healthcare through multimodal data fusion: a comprehensive review of techniques and applications ↗Jing Ru Teoh, Jian Dong, Xiaowei Zuo et al.92 citations
  6. Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques ↗Ida Hector, Rukmani Panjanathan89 citations
  7. A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications ↗Weizhi Ma, Yujia Zheng, Tianhao Li et al.87 citations
  8. A review on cultivating effective learning: synthesizing educational theories and virtual reality for enhanced educational experiences ↗Fatma Mallek, Tehseen Mazhar, Syed Faisal Abbas Shah et al.82 citations
  9. Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation ↗Robertas Damaševičius, Luka Jovanović, Aleksandar Petrović et al.73 citations
  10. Random forests with parametric entropy-based information gains for classification and regression problems ↗Vera Ignatenko, Anton Surkov, Sergei Koltcov72 citations
  11. Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices ↗Nur Haninie Abd Wahab, Khairunnisa Binti Hasikin, Khin Wee Lai et al.71 citations
  12. Deepfake forensics: a survey of digital forensic methods for multimodal deepfake identification on social media ↗Shavez Mushtaq Qureshi, Atif Saeed, Sultan H. Almotiri et al.69 citations
  13. Applications, challenges, and solutions of unmanned aerial vehicles in smart city using blockchain ↗Syed Faisal Abbas Shah, Tehseen Mazhar, Tamara Al Shloul et al.68 citations
  14. Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning ↗Misbah Ali, Tehseen Mazhar, Amal Al‐Rasheed et al.55 citations
  15. Generative AI and future education: a review, theoretical validation, and authors’ perspective on challenges and solutions ↗Wali Khan Monib, Atika Qazi, Rosyzie Anna Awg Haji Mohd Apong et al.55 citations
  16. A robust chaos-inspired artificial intelligence model for dealing with nonlinear dynamics in wind speed forecasting ↗Caner Barış, Cağfer Yanarateş, Aytaç Altan54 citations
  17. A systematic review on diabetic retinopathy detection and classification based on deep learning techniques using fundus images ↗Dasari Bhulakshmi, Dharmendra Singh Rajput54 citations
  18. Advancements in heuristic task scheduling for IoT applications in fog-cloud computing: challenges and prospects ↗Deafallah Alsadie54 citations
  19. Enhancing brain tumor diagnosis: an optimized CNN hyperparameter model for improved accuracy and reliability ↗Abdullah Ali M Asiri, Ahmad Shaf, Tariq M. Ali et al.50 citations
  20. Natural language processing for analyzing online customer reviews: a survey, taxonomy, and open research challenges ↗Nadia Malik, Muhammad Bilal44 citations
  21. AI in dermatology: a comprehensive review into skin cancer detection ↗Kavita Behara, Ernest Bhero, John T. Agee43 citations
  22. An integrative decision-making framework to guide policies on regulating ChatGPT usage ↗Umar Ali Bukar, Md Shohel Sayeed, Abdul Razak et al.43 citations
  23. Detecting cyberbullying using deep learning techniques: a pre-trained glove and focal loss technique ↗Amr Mohamed El Koshiry, Entesar Hamed I. Eliwa, Tarek Abd El‐Hafeez et al.43 citations
  24. Security risk models against attacks in smart grid using big data and artificial intelligence ↗Yazeed Yasin Ghadi, Tehseen Mazhar, Khursheed Aurangzeb et al.43 citations
  25. A comprehensive secure system enabling healthcare 5.0 using federated learning, intrusion detection and blockchain ↗Jameel Almalki, Saeed Masoud Alshahrani, Nayyar Ahmed Khan42 citations
  26. Blood cell image segmentation and classification: a systematic review ↗Muhammad Shahzad, Farman Ali, Syed Hamad Shirazi et al.42 citations
  27. A comprehensive exploration of machine learning techniques for EEG-based anxiety detection ↗Mashael S. Aldayel, Abeer Al-Nafjan41 citations
  28. Advancing brain tumor detection: harnessing the Swin Transformer’s power for accurate classification and performance analysis ↗Abdullah Ali M Asiri, Ahmad Shaf, Tariq M. Ali et al.41 citations
  29. An approach to the dermatological classification of histopathological skin images using a hybridized CNN-DenseNet model ↗Anubhav De, Nilamadhab Mishra, Hsien-Tsung Chang41 citations
  30. Evaluating generative AI integration in Saudi Arabian education: a mixed-methods study ↗Abdullah Alammari38 citations
  31. Enhancing early breast cancer diagnosis through automated microcalcification detection using an optimized ensemble deep learning framework ↗Jing Ru Teoh, Khairunnisa Binti Hasikin, Khin Wee Lai et al.37 citations
  32. Validation of system usability scale as a usability metric to evaluate voice user interfaces ↗Akshay Madhav Deshmukh, Ricardo Chalmeta37 citations
  33. Natural language processing with transformers: a review ↗Georgiana Țucudean, Marian Bucos, Bogdan Drăgulescu et al.36 citations
  34. Cyberterrorism as a global threat: a review on repercussions and countermeasures ↗Saman Iftikhar34 citations
  35. An efficient intrusion detection system for IoT security using CNN decision forest ↗Kamal Bella, Azidine Guezzaz, Said Benkirane et al.32 citations
  36. Dipper throated optimization with deep convolutional neural network-based crop classification for remote sensing image analysis ↗Youseef A. Alotaibi, Brindha Rajendran, Geetha Rani K et al.32 citations
  37. Transfer learning based approach for lung and colon cancer detection using local binary pattern features and explainable artificial intelligence (AI) techniques ↗Shtwai Alsubai31 citations
  38. Analysis of the performance of Faster R-CNN and YOLOv8 in detecting fishing vessels and fishes in real time ↗Lotfi Ezzeddini, Jalel Ktari, Tarek Frikha et al.30 citations
  39. Forecasting CO 2 emissions of fuel vehicles for an ecological world using ensemble learning, machine learning, and deep learning models ↗Fatih Gürcan30 citations
  40. Revolutionizing market surveillance: customer relationship management with machine learning ↗Xiangting Shi, Yakang Zhang, Manning Yu et al.30 citations
  41. A novel approach for credit card fraud transaction detection using deep reinforcement learning scheme ↗Abdul Qayoom, Mansoor Ahmed Khuhro, Kamlesh Kumar et al.29 citations
  42. A systematic literature survey on recent trends in stock market prediction ↗Prakash Balasubramanian, P. Chinthan, B. Saleena et al.29 citations
  43. DDoS attack detection in smart grid network using reconstructive machine learning models ↗Sardar Shan Ali Naqvi, Yuancheng Li, Muhammad Uzair29 citations
  44. Adapting multilingual vision language transformers for low-resource Urdu optical character recognition (OCR) ↗Musa Dildar Ahmed Cheema, Mohammad Daniyal Shaiq, Farhaan Mirza et al.27 citations
  45. Automated machine learning for fabric quality prediction: a comparative analysis ↗Ahmet Metin, Turgay Tugay Bilgin27 citations
  46. Categorization of Alzheimer’s disease stages using deep learning approaches with McNemar’s test ↗Begüm Şener, Koray Açıcı, Emre Sümer27 citations
  47. DCWPSO: particle swarm optimization with dynamic inertia weight updating and enhanced learning strategies ↗Yibo Han, Meiting Lin, Ni Li et al.27 citations
  48. Detecting Parkinson’s disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics ↗Luka Jovanović, Robertas Damaševičius, Rade Matić et al.27 citations
  49. Improving smart home surveillance through YOLO model with transfer learning and quantization for enhanced accuracy and efficiency ↗Surjeet Dalal, Umesh Kumar Lilhore, Nidhi Sharma et al.27 citations
  50. Facial expression recognition (FER) survey: a vision, architectural elements, and future directions ↗Sana Ullah, Jie Ou, Yuanlun Xie et al.26 citations
  51. Multi-class waste segregation using computer vision and robotic arm ↗Jayanti Lahoti, S N Jathin, M. Vamshi Krishna et al.26 citations
  52. Comparative evaluation of machine learning algorithms for phishing site detection ↗Noura Fahad Almujahid, Mohd Anul Haq, Mohammed Alshehri25 citations
  53. Enhancing machine learning-based forecasting of chronic renal disease with explainable AI ↗Sanjana Singamsetty, Swetha Ghanta, Sujit Biswas et al.25 citations
  54. Rolling bearing fault diagnosis based on Gramian angular difference field and improved channel attention model ↗Lunpan Wei, Xiuyan Peng, Yunpeng Cao25 citations
  55. Semi or fully automatic tooth segmentation in CBCT images: a review ↗Qianhan Zheng, Yu Qing Gao, Mengqi Zhou et al.25 citations
  56. Enhancing e-learning through AI: advanced techniques for optimizing student performance ↗Rund Fareed Mahafdah, Seifeddine Bouallegue, Ridha Bouallègue24 citations
  57. Novel grey wolf optimizer based parameters selection for GARCH and ARIMA models for stock price prediction ↗Sneha S. Bagalkot, Dinesha H.A, Nagaraj Naik24 citations
  58. Real-time multilingual speech recognition and speaker diarization system based on Whisper segmentation ↗Ke-Ming Lyu, Ren-Yuan Lyu, Hsien-Tsung Chang24 citations
  59. Vehicle detection and classification using an ensemble of EfficientDet and YOLOv8 ↗Caixia Lv, Usha Mittal, Vishu Madaan et al.24 citations
  60. Automatic nutrient estimator: distributing nutrient solution in hydroponic plants based on plant growth ↗Tupili Sangeetha, Ezhumalai Periyathambi23 citations
  61. Bacterial image analysis using multi-task deep learning approaches for clinical microscopy ↗Shuang Yee Chin, Jian Dong, Khairunnisa Binti Hasikin et al.23 citations
  62. Diffusion models in text generation: a survey ↗Qiuhua Yi, Xiangfan Chen, Chenwei Zhang et al.23 citations
  63. Enhancing fraud detection in auto insurance and credit card transactions: a novel approach integrating CNNs and machine learning algorithms ↗Ruixing Ming, Osama Abdelrahman, Nisreen Innab et al.23 citations
  64. Detecting images generated by diffusers ↗Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi et al.22 citations
  65. Detection of renal cell hydronephrosis in ultrasound kidney images: a study on the efficacy of deep convolutional neural networks ↗Umar Islam, Abdullah A. Al‐Atawi, Hathal Salamah Alwageed et al.22 citations
  66. Enhancing Alzheimer’s disease classification through split federated learning and GANs for imbalanced datasets ↗G. Narayanee Nimeshika, D Subitha22 citations
  67. Experimental study on short-text clustering using transformer-based semantic similarity measure ↗Khaled Abdalgader, Atheer A. Matroud, Khaled Hossin22 citations
  68. Optimizing type 2 diabetes management: AI-enhanced time series analysis of continuous glucose monitoring data for personalized dietary intervention ↗Madiha Anjum, Raazia Saher, Muhammad Noman Saeed22 citations
  69. A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet ↗Hüseyin Gündüz, Serkan Günal21 citations
  70. Deep learning-based method for sentiment analysis for patients’ drug reviews ↗Sena Al-Hadhrami, Tamás Vinkó, Tawfik Al-Hadhrami et al.21 citations
  71. Emerging trends in gait recognition based on deep learning: a survey ↗Vaishnavi Munusamy, Sudha S. Senthilkumar21 citations
  72. Multimodal biometric identification: leveraging convolutional neural network (CNN) architectures and fusion techniques with fingerprint and finger vein data ↗Amal Alshardan, Arun Kumar, Mohammed Alghamdi et al.21 citations
  73. SUTrans-NET: a hybrid transformer approach to skin lesion segmentation ↗Yaqin Li, Tonghe Tian, Jing Hu et al.21 citations
  74. User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores ↗Reham Alabduljabbar21 citations
  75. An AutoEncoder enhanced light gradient boosting machine method for credit card fraud detection ↗Lianhong Ding, Luqi Liu, Yiwen Wang et al.20 citations
  76. An optimized ensemble model with advanced feature selection for network intrusion detection ↗Afaq Ahmed, Muhammad Asim, Irshad Ullah et al.20 citations
  77. CNN-based noise reduction for multi-channel speech enhancement system with discrete wavelet transform (DWT) preprocessing ↗Pavani Cherukuru, Mumtaz Begum Mustafa20 citations
  78. Efficient prediction of anticancer peptides through deep learning ↗Abdu Salam, Faizan Ullah, Farhan Amin et al.20 citations
  79. Hybrid computing framework security in dynamic offloading for IoT-enabled smart home system ↗Sheharyar Khan, Jiangbin Zheng, Farhan Ullah et al.20 citations
  80. Integrating hybrid transfer learning with attention-enhanced deep learning models to improve breast cancer diagnosis ↗Sudha Prathyusha Jakkaladiki, Filip Malý20 citations
  81. Performance discrepancy mitigation in heart disease prediction for multisensory inter-datasets ↗Mahmudul Hasan, Md Abdus Sahid, Md Palash Uddin et al.20 citations
  82. RNN-BiLSTM-CRF based amalgamated deep learning model for electricity theft detection to secure smart grids ↗Aqsa Khalid, Ghulam Mustafa, Muhammad Rizwan Rashid Rana et al.20 citations
  83. Research on the perception of the terrain image of the tourism destination based on multimodal user-generated content data ↗Tao Hu, Juan Geng20 citations
  84. Deep learning-driven dyslexia detection model using multi-modality data ↗Yazeed Alkhurayyif, Abdul Rahaman Wahab Sait19 citations
  85. Efficient-gastro: optimized EfficientNet model for the detection of gastrointestinal disorders using transfer learning and wireless capsule endoscopy images ↗Shaha T. Al-Otaibi, Amjad Ur Rehman, Muhammad Mujahid et al.19 citations
  86. Enhancing security in financial transactions: a novel blockchain-based federated learning framework for detecting counterfeit data in fintech ↗Hasnain Rabbani, Muhammad Farrukh Shahid, Tariq Jamil Saifullah Khanzada et al.19 citations
  87. FedDL: personalized federated deep learning for enhanced detection and classification of diabetic retinopathy ↗Dasari Bhulakshmi, Dharmendra Singh Rajput19 citations
  88. SA-FLIDS: secure and authenticated federated learning-based intelligent network intrusion detection system for smart healthcare ↗Radjaa Bensaid, Nabila Labraoui, Ado Adamou Abba Ari et al.19 citations
  89. Survival analysis in breast cancer: evaluating ensemble learning techniques for prediction ↗Gonca Buyrukoğlu19 citations
  90. An enhanced lightweight T-Net architecture based on convolutional neural network (CNN) for tomato plant leaf disease classification ↗Amreen Batool, Jisoo Kim, Sang-Joon Lee et al.18 citations
  91. Brain tumor segmentation using U-Net in conjunction with EfficientNet ↗Shu-You Lin, Chun‐Ling Lin18 citations
  92. Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model ↗Muhammad Shahid Iqbal Malik, Muhammad Zeeshan Younas, Mona Mamdouh Jamjoom et al.18 citations
  93. Mitigating adversarial manipulation in LLMs: a prompt-based approach to counter Jailbreak attacks (Prompt-G) ↗Bhagyajit Pingua, Deepak Murmu, Meenakshi Kandpal et al.18 citations
  94. Out of (the) bag—encoding categorical predictors impacts out-of-bag samples ↗Helen L. Smith, Patrick J. Biggs, Nigel Peter French et al.18 citations
  95. The effect of hair removal and filtering on melanoma detection: a comparative deep learning study with AlexNet CNN ↗Angélica Quishpe-Usca, Stefany Cuenca-Dominguez, Araceli Arias-Viñansaca et al.18 citations
  96. A review of reinforcement learning based hyper-heuristics ↗Cui-Xia Li, Xiang Wei, Jing Wang et al.17 citations
  97. Automatic distractor generation in multiple-choice questions: a systematic literature review ↗Halim Wildan Awalurahman, Indra Darmawan Budi17 citations
  98. Detecting image manipulation with ELA-CNN integration: a powerful framework for authenticity verification ↗Ahmad M. Nagm, Mona M. Moussa, Rasha Shoitan et al.17 citations
  99. Heart failure survival prediction using novel transfer learning based probabilistic features ↗Azam Mehmood Qadri, Muhammad Shadab Alam Hashmi, Ali Raza et al.17 citations
  100. Missing data imputation using classification and regression trees ↗Cheng-Yang Chen, Yu‐Wei Chang17 citations

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