Most cited papers in AI and Multimedia in Education

AI and Multimedia in Education

What are the most cited papers in AI and Multimedia in Education?

The most cited paper in AI and Multimedia in Education is "Comparative analysis of image classification algorithms based on traditional machine learning and deep learning" (Pin Wang, En Fan, Peng Wang, 2020), with 851 citations. Next come "Overview and methods of correlation filter algorithms in object tracking" (306) and "Introduction of Key Problems in Long-Distance Learning and Training" (287).

Published TypeAccessCitations

Showing 50 of 89 papers. Every paper with more than 40 citations is listed.

Most cited papers, sortable by citations and release date
#	Paper
1	Comparative analysis of image classification algorithms based on traditional machine learning and deep learning Pin Wang, En Fan, Peng Wang · Pattern Recognition Letters	31 Jul 2020	851
2	Overview and methods of correlation filter algorithms in object tracking Shuai Liu, Dongye Liu, Gautam Srivastava et al. · Complex & Intelligent Systems Open access	9 Jun 2020	306
3	Introduction of Key Problems in Long-Distance Learning and Training Shuai Liu, Zhaojun Steven Li, Yudong Zhang et al. · Mobile Networks and Applications Open access	3 Oct 2018	287
4	Plant Disease Recognition Model Based on Improved YOLOv5 Zhaoyi Chen, Ruhui Wu, Yiyan Lin et al. · Agronomy Open access	31 Jan 2022	276
5	Human Memory Update Strategy: A Multi-Layer Template Update Mechanism for Remote Visual Monitoring Shuai Liu, Shuai Wang, Xinyu Liu et al. · IEEE Transactions on Multimedia Open access	2021	255
6	An Introduction to Key Technology in Artificial Intelligence and big Data Driven e-Learning and e-Education Peng Gao, Jingyi Li, Shuai Liu · Mobile Networks and Applications Open access	30 Apr 2021	254
7	Optimization of Big Data Scheduling in Social Networks Weina Fu, Shuai Liu, Gautam Srivastava · Entropy Open access	17 Sep 2019	230
8	I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs Junyu Gao, Tianzhu Zhang, Changsheng Xu · Proceedings of the AAAI Conference on Artificial Intelligence Conference paperOpen access	17 Jul 2019	226
9	Research on Key Technologies of Smart Campus Teaching Platform Based on 5G Network Xin Xu, Dan Li, Mengyao Sun et al. · IEEE Access Open access	2019	158
10	Compressive strength prediction of basalt fiber reinforced concrete via random forest algorithm Hong Li, Jiajian Lin, Xiaobao Lei et al. · Materials Today Communications	13 Jan 2022	153
11	Improved Metaheuristic-Driven Energy-Aware Cluster-Based Routing Scheme for IoT-Assisted Wireless Sensor Networks Kuruva Lakshmanna, Subramani Neelakandan, Youseef A. Alotaibi et al. · Sustainability Open access	24 Jun 2022	146
12	Analysis of the teaching quality on deep learning-based innovative ideological political education platform Gao Yun, Renjith V. Ravi, Awais Khan Jumani · Progress in Artificial Intelligence	Feb 2022	130
13	Research on the Reform of Ideological and Political Teaching Evaluation Method of College English Course Based on "Online and Offline" Teaching Xinli Wu · Journal of Higher Education Research Open access	26 Feb 2022	121
14	Structure Learning for Deep Neural Networks Based on Multiobjective Optimization Jia Liu, Maoguo Gong, Qiguang Miao et al. · IEEE Transactions on Neural Networks and Learning Systems	5 May 2017	120
15	Improved anti-occlusion object tracking algorithm using Unscented Rauch-Tung-Striebel smoother and kernel correlation filter Runlong Xia, Yuantao Chen, Binbin Ren · Journal of King Saud University - Computer and Information Sciences Open access	19 Feb 2022	113
16	Influence of COVID-19 Pandemic on Dissemination of Innovative E-Learning Tools in Higher Education in Poland Kinga Stecuła, Radosław Wolniak · Journal of Open Innovation Technology Market and Complexity Open access	10 May 2022	108
17	Gesture Recognition Based on Kinect and sEMG Signal Fusion Ying Sun, Cuiqiao Li, Gongfa Li et al. · Mobile Networks and Applications Book chapter	20 Jan 2018	98
18	GreenSea: Visual Soccer Analysis Using Broad Learning System Bin Sheng, Ping Li, Yuhan Zhang et al. · IEEE Transactions on Cybernetics Open access	21 May 2020	96
19	Fall prediction based on key points of human bones Qingzhen Xu, Guangyi Huang, Mengjing Yu et al. · Physica A Statistical Mechanics and its Applications	24 Oct 2019	88
20	Multiobjective Evolution of Biped Robot Gaits Using Advanced Continuous Ant-Colony Optimized Recurrent Neural Networks Chia‐Feng Juang, Yen-Ting Yeh · IEEE Transactions on Cybernetics	30 Jun 2017	88
21	Smart Shoe Classification Using Artificial Intelligence on EfficientnetB3 Model Kanwarpartap Singh Gill, Avinash Sharma, Vatsala Anand et al. Conference paper	5 May 2023	85
22	Application of Internet of Things Technology and Convolutional Neural Network Model in Bridge Crack Detection Liyan Zhang, Guanchen Zhou, Yang Han et al. · IEEE Access Open access	2018	84
23	Research on online management system of network ideological and political education of college students Li Kang, Maliang Jing, Xingwang Tao et al. · International Journal of Electrical Engineering Education	20 Feb 2021	82
24	Online teaching quality evaluation model based on support vector machine and decision tree Jingwen Hou · Journal of Intelligent & Fuzzy Systems	8 Sep 2020	78
25	Security and Privacy of Patient Information in Medical Systems Based on Blockchain Technology Hongjiao Wu, Ashutosh Dhar Dwivedi, Gautam Srivastava · ACM Transactions on Multimedia Computing Communications and Applications Open access	14 Jun 2021	73
26	Evaluation model of classroom teaching quality based on improved RVM algorithm and knowledge recommendation Sun Qianna · Journal of Intelligent & Fuzzy Systems	8 Sep 2020	72
27	Human Inertial Thinking Strategy: A Novel Fuzzy Reasoning Mechanism for IoT-Assisted Visual Monitoring Shuai Liu, Shuai Wang, Xinyu Liu et al. · IEEE Internet of Things Journal	11 Jan 2022	71
28	Wireless Sensor Network (WSN) Model Targeting Energy Efficient Wireless Sensor Networks Node Coverage Runliang Jia, Haiyu Zhang · IEEE Access Open access	2024	69
29	Building a Smart Education Ecosystem from a Metaverse Perspective Binbin Zhou · Mobile Information Systems Open access	9 Sep 2022	67
30	Evaluation Method of Online and Offline Hybrid Teaching Quality of Physical Education Based on Mobile Edge Computing Lei Bao, Ping Yu · Mobile Networks and Applications	18 May 2021	66
31	Stochastic Remote Sensing Event Classification over Adaptive Posture Estimation via Multifused Data and Deep Belief Network Munkhjargal Gochoo, Israr Akhter, Ahmad Jalal et al. · Remote Sensing Open access	28 Feb 2021	65
32	Personalized Learning Resource Recommendation Method Based on Dynamic Collaborative Filtering Honggang Wang, Weina Fu · Mobile Networks and Applications	26 Oct 2020	65
33	Classroom Learning Status Assessment Based on Deep Learning Jie Na Zhou, Feng Ran, Guang Li et al. · Mathematical Problems in Engineering Open access	16 Apr 2022	64
34	Multi-class Investigation of Acute Lymphoblastic Leukemia using Optimized Deep Convolutional Neural Network on Blood Smear Images Monika Dangore, S R Ashwini, Aishwarya Ghanashyam Chendke et al. Conference paper	25 Apr 2024	62
35	An Algorithm for Solving Robot Inverse Kinematics Based on FOA Optimized BP Neural Network Yonghua Bai, Minzhou Luo, Fenglin Pang · Applied Sciences Open access	2 Aug 2021	62
36	Multi-criteria decision making for determining best teaching method using fuzzy analytical hierarchy process Shengli Xu, Tang Yeyao, Mohammad Shabaz · Soft Computing Open access	8 Oct 2022	60
37	Fuzzy evaluation model for physical education teaching methods in colleges and universities using artificial intelligence Siyuan Li, Chao Wang, Ying Wang · Scientific Reports Open access	27 Feb 2024	59
38	Node coverage optimization algorithm for wireless sensor networks based on improved grey wolf optimizer Zhendong Wang, Huamao Xie, Zhongdong Hu et al. · Journal of Algorithms & Computational Technology Open access	2019	59
39	Research on Crack Detection Algorithm of the Concrete Bridge Based on Image Processing Yun Wang, Ju Yong Zhang, Jing Xin Liu et al. · Procedia Computer Science Conference paperOpen access	2019	59
40	An Introduction to Artificial Intelligence and Machine Learning for Online Education Changling Peng, Xuanyu Zhou, Shuai Liu · Mobile Networks and Applications Open access	18 Mar 2022	58
41	Signal Pattern Recognition Based on Fractal Features and Machine Learning Changting Shi · Applied Sciences Open access	8 Aug 2018	58
42	College English Classroom Teaching Evaluation Based on Particle Swarm Optimization – Extreme Learning Machine Model Baojian Wang, Jing Wang, Guoqiang Hu · International Journal of Emerging Technologies in Learning (iJET) Open access	31 May 2017	58
43	Evaluation model of multimedia-aided teaching effect of physical education course based on random forest algorithm Gang Liu, Hongbo Zhuang · Journal of Intelligent Systems Open access	2022	57
44	Optimization of Computer-Aided English Translation Teaching Based on Network Teaching Platform Shan Gu, Xun Li · Computer-Aided Design and Applications Open access	23 Mar 2021	57
45	3D action recognition using multi-temporal depth motion maps and fisher vector Chen Chen, Mengyuan Liu, Baochang Zhang et al. · Northumbria Research Link (Northumbria University) Book chapterOpen access	9 Jul 2016	57
46	Design Automation by Integrating Generative Adversarial Networks and Topology Optimization Sangeun Oh, Yongsu Jung, Ikjin Lee et al. Conference paper	26 Aug 2018	56
47	E3D: An efficient 3D CNN for the recognition of dairy cow's basic motion behavior Yunfei Wang, Rong Li, Zheng Wang et al. · Computers and Electronics in Agriculture	4 Jan 2023	55
48	A Personalized Learning Service Compatible with Moodle E-Learning Management System Yi-Chun Chang, Jian-Wei Li, De-Yao Huang · Applied Sciences Open access	31 Mar 2022	55
49	Improved whale optimization algorithm and its application in heterogeneous wireless sensor networks Yinggao Yue, Hairong You, Shuxin Wang et al. · International Journal of Distributed Sensor Networks Open access	May 2021	55
50	Evolving Deep Convolutional Variational Autoencoders for Image Classification Xiangru Chen, Yanan Sun, Mengjie Zhang et al. · IEEE Transactions on Evolutionary Computation	24 Dec 2020	55

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.