Artificial Intelligence Review 2024: all accepted papers
- A review of convolutional neural networks in computer vision ↗Xia Zhao, Limin Wang, Yufei Zhang et al.1,148 citations
- Deep learning models for digital image processing: a review ↗R. Archana, P. S. Eliahim Jeevaraj617 citations
- Black-winged kite algorithm: a nature-inspired meta-heuristic for solving benchmark functions and engineering problems ↗Jun Wang, Wenchuan Wang, Xiao-xue Hu et al.597 citations
- Autoencoders and their applications in machine learning: a survey ↗Kamal Berahmand, Fatemeh Daneshfar, Elaheh Sadat Salehi et al.593 citations
- A survey on imbalanced learning: latest research, applications and future directions ↗Wuxing Chen, Kaixiang Yang, Zhiwen Yu et al.506 citations
- Secretary bird optimization algorithm: a new metaheuristic for solving global optimization problems ↗Youfa Fu, Dan Liu, Jiadui Chen et al.487 citations
- Large language models (LLMs): survey, technical frameworks, and future challenges ↗Pranjal Kumar384 citations
- Interpretable scientific discovery with symbolic regression: a review ↗Nour Makke, Sanjay Chawla331 citations
- Explainable artificial intelligence (XAI) in finance: a systematic literature review ↗Jurgita Černevičienė, Audrius Kabašinskas289 citations
- Red-billed blue magpie optimizer: a novel metaheuristic algorithm for 2D/3D UAV path planning and engineering design problems ↗Shengwei Fu, Ke Li, Haisong Huang et al.287 citations
- Handling imbalanced medical datasets: review of a decade of research ↗Mabrouka Salmi, Dalia Atif, Diego A. Oliva et al.272 citations
- A systematic review of deep learning techniques for plant diseases ↗İshak Paçal, İsmail Kunduracıoğlu, Mehmet Hakkı Alma et al.250 citations
- Large language models in medical and healthcare fields: applications, advances, and challenges ↗Dandan Wang, Shiqing Zhang238 citations
- A comprehensive survey of deep learning-based lightweight object detection models for edge devices ↗Payal Mittal234 citations
- Artificial intelligence for literature reviews: opportunities and challenges ↗Francisco Bolaños, Angelo A. Salatino, Francesco Osborne et al.234 citations
- Deep reinforcement learning-based methods for resource scheduling in cloud computing: a review and future directions ↗Guangyao Zhou, Wenhong Tian, Rajkumar Buyya et al.232 citations
- Cost-sensitive learning for imbalanced medical data: a review ↗Imane Araf, Ali Idri, Ikram Chairi209 citations
- Deepfake video detection: challenges and opportunities ↗Achhardeep Kaur, Azadeh Noori Hoshyar, Vidya Saikrishna et al.208 citations
- Digital deception: generative artificial intelligence in social engineering and phishing ↗Marc Schmitt, Ivan Fléchais193 citations
- Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications ↗Haseeb Javed, Shaker El–Sappagh, Tamer Abuhmed180 citations
- Elk herd optimizer: a novel nature-inspired metaheuristic algorithm ↗Mohammed Azmi Al‐Betar, Mohammed A. Awadallah, Malik Shehadeh Braik et al.176 citations
- Deep learning for survival analysis: a review ↗Simon Wiegrebe, Philipp Kopper, Raphael Sonabend et al.175 citations
- A review of predictive uncertainty estimation with machine learning ↗Hristos Tyralis, Georgia Papacharalampous170 citations
- A chaotic based image encryption scheme using elliptic curve cryptography and genetic algorithm ↗Sanjay Kumar, Deepmala Sharma167 citations
- Deep learning for lungs cancer detection: a review ↗Rabia Javed, Tahir Abbas, Ali Haider Khan et al.166 citations
- A novel metaheuristic inspired by horned lizard defense tactics ↗Hernán Peraza-Vázquez, Adrián Fermín Peña-Delgado, Marco Antonio Merino Treviño et al.164 citations
- A survey of safety and trustworthiness of large language models through the lens of verification and validation ↗Xiaowei Huang, Wenjie Ruan, Wei Huang et al.158 citations
- Surface defect inspection of industrial products with object detection deep networks: a systematic review ↗Yuxin Ma, Jiaxing Yin, Feng Chen Huang et al.157 citations
- Explainable Generative AI (GenXAI): a survey, conceptualization, and research agenda ↗Johannes Schneider156 citations
- Artificial intelligence powered Metaverse: analysis, challenges and future perspectives ↗Mona Soliman, Eman Ahmed, Ashraf Darwish et al.155 citations
- Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review ↗Priyadarsini Samal, Mohammad Farukh Hashmi147 citations
- Automated machine learning: past, present and future ↗Mitra Baratchi, Can Wang, Steffen Limmer et al.146 citations
- Deepfakes: current and future trends ↗Ángel Fernández Gambı́n, Anis Yazidi, Athanasios V. Vasilakos et al.141 citations
- Revolutionizing personalized medicine with generative AI: a systematic review ↗Isaias Ghebrehiwet, Nazar Zaki, Rafat Damseh et al.140 citations
- An overview of implementing security and privacy in federated learning ↗Kai Hu, Sheng Gong, Qi Zhang et al.138 citations
- Towards trustworthy LLMs: a review on debiasing and dehallucinating in large language models ↗Zichao Lin, Shuyan Guan, Wending Zhang et al.136 citations
- A review of digital twins and their application in cybersecurity based on artificial intelligence ↗Mohammadhossein Homaei, Óscar Mogollón Gutiérrez, José Carlos Sancho Núñez et al.135 citations
- Small data challenges for intelligent prognostics and health management: a review ↗Chuanjiang Li, Shaobo Li, Yixiong Feng et al.134 citations
- "Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach" ↗Md Shofiqul Islam, Muhammad Nomani Kabir, Ngahzaifa Ab Ghani et al.130 citations
- A comprehensive investigation of multimodal deep learning fusion strategies for breast cancer classification ↗Fatima-Zahrae Nakach, Ali Idri, Evgin Göçeri130 citations
- A survey on neural topic models: methods, applications, and challenges ↗Xiaobao Wu, Thong Nguyen, Anh Tuan Luu129 citations
- Deep learning implementation of image segmentation in agricultural applications: a comprehensive review ↗Lian Lei, Qiliang Yang, Ling Yang et al.129 citations
- How the internet of things technology improves agricultural efficiency ↗Amenu Leta Duguma, Xiuguang Bai122 citations
- Comprehensive analysis of digital twins in smart cities: a 4200-paper bibliometric study ↗Rasha F. El-Agamy, Hanaa A. Sayed, Arwa M. AL Akhatatneh et al.120 citations
- Artificial intelligence and multimodal data fusion for smart healthcare: topic modeling and bibliometrics ↗Xieling Chen, Haoran Xie, Xiaohui Tao et al.118 citations
- Enhancement of satellite images based on CLAHE and augmented elk herd optimizer ↗Malik Shehadeh Braik, Mohammed Azmi Al‐Betar, Mohammed A. Mahdi et al.118 citations
- Deep learning-based time series forecasting ↗Xiaobao Song, Liwei Deng, Hao Wang et al.115 citations
- Evolutionary computation for unmanned aerial vehicle path planning: a survey ↗Yi Jiang, Xin-Xin Xu, Min-Yi Zheng et al.115 citations
- A brief review of hypernetworks in deep learning ↗Vinod Kumar Chauhan, Jiandong Zhou, Ping Lü et al.114 citations
- Machine learning heralding a new development phase in molecular dynamics simulations ↗Eva Prašnikar, Martin Ljubič, Andrej Perdih et al.112 citations
- Breaking the data barrier: a review of deep learning techniques for democratizing AI with small datasets ↗Ishfaq Hussain Rather, Sushil Kumar, Amir H. Gandomi111 citations
- A survey on training challenges in generative adversarial networks for biomedical image analysis ↗Muhammad Muneeb Saad, Ruairi O’Reilly, Mubashir Husain Rehmani110 citations
- Escape: an optimization method based on crowd evacuation behaviors ↗Kaichen Ouyang, Shengwei Fu, Yi Chen et al.110 citations
- Dynamic YOLO for small underwater object detection ↗Jie Chen, Meng Joo Er107 citations
- Survey: federated learning data security and privacy-preserving in edge-Internet of Things ↗Haiao Li, Lina Ge, Lei Tian107 citations
- Automatic fruit picking technology: a comprehensive review of research advances ↗Jun Zhang, Ningbo Kang, Qianjin Qu et al.106 citations
- Domain generalization through meta-learning: a survey ↗Arsham Gholamzadeh Khoee, Yinan Yu, ROBERT H. FELDT106 citations
- Intelligent deep learning techniques for energy consumption forecasting in smart buildings: a review ↗R. Mathumitha, P. Rathika, K. Manimala106 citations
- Big data and predictive analytics: A systematic review of applications ↗Amirhossein Jamarani, Saeid Haddadi, Raheleh Sarvizadeh et al.103 citations
- A comprehensive study on modern optimization techniques for engineering applications ↗Shitharth Selvarajan102 citations
- Improved multi-strategy adaptive Grey Wolf Optimization for practical engineering applications and high-dimensional problem solving ↗Mingyang Yu, Jing J. Xu, Weiyun Liang et al.100 citations
- State-of-the-art review on the use of AI-enhanced computational mechanics in geotechnical engineering ↗Hongchen Liu, Huaizhi Su, Lizhi Sun et al.99 citations
- A review on emotion detection by using deep learning techniques ↗Tulika Chutia, Nomi Baruah94 citations
- GAN based augmentation using a hybrid loss function for dermoscopy images ↗Evgin Göçeri94 citations
- Navigating the metaverse: unraveling the impact of artificial intelligence—a comprehensive review and gap analysis ↗Mohammed Abdulraheem Fadhel, Ali M. Duhaim, Ahmed Shihab Albahri et al.93 citations
- Contrasting Linguistic Patterns in Human and LLM-Generated News Text ↗Alberto Muñoz-Ortiz, Carlos Gómez‐Rodríguez, David Vilares91 citations
- A systematic review of aspect-based sentiment analysis: domains, methods, and trends ↗Yan Cathy Hua, Paul C. Denny, Jörg Simon Wicker et al.90 citations
- A systematic review of deep learning based image segmentation to detect polyp ↗Mayuri Gupta, Ashish Mishra90 citations
- Explainable deep learning approach for advanced persistent threats (APTs) detection in cybersecurity: a review ↗Noor Hazlina Abdul Mutalib, Aznul Qalid Md Sabri, Ainuddin Wahid Abdul Wahab et al.88 citations
- Blockchain, artificial intelligence, and healthcare: the tripod of future—a narrative review ↗Archana Bathula, Suneet Kumar Gupta, Suresh Merugu et al.86 citations
- Modified crayfish optimization algorithm for solving multiple engineering application problems ↗Heming Jia, Xuelian Zhou, Jinrui Zhang et al.86 citations
- Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review ↗Regina Ofori-Boateng, Magaly Aceves‐Martins, Nirmalie Wiratunga et al.86 citations
- Big data applications: overview, challenges and future ↗Afzal Badshah, Ali Daud, Riad Alharbey et al.85 citations
- Graph neural networks for text classification: a survey ↗Kunze Wang, Yihao Ding, Soyeon Caren Han84 citations
- Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting ↗M. Pavlov, Luka Jovanović, Nebojša Bačanin et al.83 citations
- The key artificial intelligence technologies in early childhood education: a review ↗Honghu Yi, Ting Liu, Gongjin Lan82 citations
- Speech based detection of Alzheimer’s disease: a survey of AI techniques, datasets and challenges ↗Kewen Ding, Madhu Chetty, Azadeh Noori Hoshyar et al.79 citations
- A comprehensive review of deep learning-based models for heart disease prediction ↗Chunjie Zhou, Pengfei Dai, Aihua Hou et al.78 citations
- Multi-level textual-visual alignment and fusion network for multimodal aspect-based sentiment analysis ↗You Li, Han Ding, Yuming Lin et al.78 citations
- A review of graph neural network applications in mechanics-related domains ↗Yingxue Zhao, Haoran Li, Haosu Zhou et al.76 citations
- Deep learning adversarial attacks and defenses in autonomous vehicles: a systematic literature review from a safety perspective ↗Ahmed Dawod Mohammed Ibrahum, Manzoor Hussain, Jang‐Eui Hong75 citations
- A multifaceted survey on privacy preservation of federated learning: progress, challenges, and opportunities ↗Sanchita Saha, Ashlesha Hota, Arup Kumar Chattopadhyay et al.74 citations
- Advances in remote sensing based soil moisture retrieval: applications, techniques, scales and challenges for combining machine learning and physical models ↗Ali Ben Abbes, Noureddine Jarray, Imed Riadh Farah74 citations
- Applying the ethics of AI: a systematic review of tools for developing and assessing AI-based systems ↗Ricardo Ortega-Bolaños, Joshua Bernal-Salcedo, Mariana Germán Ortiz et al.74 citations
- Applications of deep learning in Alzheimer’s disease: a systematic literature review of current trends, methodologies, challenges, innovations, and future directions ↗Shiva Toumaj, Arash Heidari, Reza Shahhosseini et al.73 citations
- Real-time speech emotion recognition using deep learning and data augmentation ↗Chawki Barhoumi, Yassine BenAyed72 citations
- Research trends in deep learning and machine learning for cloud computing security ↗Yehia Ibrahim Alzoubi, Alok Mishra, Ahmet E. Topcu71 citations
- Artificial intelligence and edge computing for machine maintenance-review ↗Abubakar Bala, Rahimi Zaman Jusoh A. Rashid, Idris B. Ismail et al.70 citations
- A systematic literature review for load balancing and task scheduling techniques in cloud computing ↗Nisha Devi, Sandeep Dalal, Sandeep Dalal et al.69 citations
- A review of evaluation approaches for explainable AI with applications in cardiology ↗Ahmed M. Salih, Ilaria Boscolo Galazzo, Polyxeni Gkontra et al.68 citations
- A comprehensive bibliometric and content analysis of artificial intelligence in language learning: tracing between the years 2017 and 2023 ↗Abdur Rahman, Antony Raj, Prajeesh Tomy et al.67 citations
- Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives ↗Tuomas Eerola, Daniel Batrakhanov, Nastaran Vatankhah Barazandeh et al.67 citations
- Topological deep learning: a review of an emerging paradigm ↗Ali Zia, Abdelwahed Khamis, James David Nichols et al.66 citations
- A systematic literature review of recent advances on context-aware recommender systems ↗Pablo Mateos, Alejandro Bellogín65 citations
- Anomaly detection and defense techniques in federated learning: a comprehensive review ↗Chang Zhang, Shunkun Yang, Ling‐Feng Mao et al.64 citations
- Deep learning model using classification for diabetic retinopathy detection: an overview ↗Dharmalingam Muthusamy, Parimala Palani64 citations
- Staying ahead of phishers: a review of recent advances and emerging methodologies in phishing detection ↗S. P. Kavya, D. Sumathi64 citations
- AI meets physics: a comprehensive survey ↗Licheng Jiao, Xue Song, Chao You et al.62 citations
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