Convolutional neural network (CNN)

area: Machine learning · 11 papers in the last 7 days

(I * K)(i, j) = \sum_{m}\sum_{n} I(i + m,\, j + n)\, K(m, n)

Networks built from learned convolution filters, standard for images and other grid data.

LaTeX: (I * K)(i, j) = \sum_{m}\sum_{n} I(i + m,\, j + n)\, K(m, n)

Names searched for: convolutional neural network, CNN, ConvNet

Key findings#

Convolutional neural network (CNN) was mentioned in 114 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #6 of the 104 equations and models mentioned.
By journal category: AI (99), Finance (5), Management (4), Economics (3) and Operations Research (3).
Most of them appeared in Neural Computing and Applications (26), Pattern Recognition (11) and Knowledge-Based Systems (11).
Often mentioned together with Scaled dot-product attention (Transformer) (58), Long short-term memory (LSTM) (31) and Cross-entropy loss (26).
Datasets named in the same papers: OR-Library (19), ImageNet (10) and CIFAR-10 / CIFAR-100 (6).
From Oct 2023 to Sep 2026, 1,922 archived papers mentioned Convolutional neural network (CNN) in their title, abstract or keywords, most of them in Nov 2023 (95).

Mentions over 36 months#

Papers mentioning it by publication month, Oct 2023 to Sep 2026 (titles, abstracts and keywords)
Trend	Oct 23–Sep 24	Oct 24–Sep 25	Oct 25–Sep 26	36 months
	864	942	116	1,922

Papers mentioning Convolutional neural network (CNN), newest first. Newest 50 of 114 papers; all of them are in /data/papers.json.
Date	Title	Journal	Authors	Affiliations
2026-10-24	AI vs. AI: An AI-Enabled Conversational Intervention to Inoculate Against AI-Generated Fake News	Information Systems Frontiers	Mohammad S. Najjar, Murtaza Nasir	Wichita State University
2026-10-24	Optimal Portfolio Allocation with Gromov-Wasserstein Barycenter	Computational Economics	Alessandro Spelta, Nicoló Pecora, Mario Maggi	University of Pavia
2026-10-24	A priority-aware dual-channel feature fusion method for urban rail service traffic classification	Applied Intelligence	Xinpeng Liu, Junhui Zhao, Zhengyuan Wu et al.	Beijing Jiaotong University
2026-10-23	Multimodal continual federated learning for human activity recognition: Trends and challenges	Applied Intelligence	André L. S. Conde, Rodolfo I. Meneguette, Robson E. De Grande et al.	Universidade Estadual Paulista (Unesp); Institute of Mathematics and Computer Science; Brock University
2026-10-23	From pixels to profits: trading arbitrage portfolios based on image representations	Financial markets and portfolio management	Niklas Paluszkiewicz	Universität Ulm
2026-10-23	MET-FR: Mamba-enhanced Transformer with feature rectification for hyperspectral and LiDAR data fusion and classification	Pattern Recognition	Yining Feng, Wei Cheng, Zhenhua Mu et al.	Dalian University; Liaoning Normal University
2026-10-22	Spatiotemporal reverse distillation with memory-augmented pseudo-anomaly learning for unsupervised video anomaly detection	Applied Intelligence	Guolong Li, Shifeng Li, Jinyu Wei et al.	Bohai University
2026-10-22	Sine function-guided master–slave collaborative network for salient object detection in optical remote sensing images	Applied Intelligence	Dong Hansong, 罗子江, Zhizhu Ge et al.	Guizhou University; Shunde Polytechnic; Fudan University
2026-10-22	Beyond the survey: a systematic empirical study of detection and association in visual MOT	Artificial Intelligence Review	Linh Van Ma, Juhua Hu, Wei Cheng et al.	Gwangju Institute of Science and Technology; University of Washington Tacoma
2026-10-21	InfoDisent: Explainability of image classification models by information disentanglement	Knowledge-Based Systems	Łukasz Struski, Dawid Rymarczyk, Jacek Tabor
2026-10-20	From NER to Business Process Automation: comparative evaluation of CNN, LSTM, and transformer models for address intelligence	Knowledge and Information Systems	Vikas Jalodia, Divya Srivastava, Saurabh Kumar Srivastava	Bennett University
2026-10-19	VAMP-Net: a variant-quality-aware, interpretable permutation-invariant multi-path network for auditable MTB drug-resistance	Applied Intelligence	Aicha Boutorh, Kamar Hibatallah Baghdadi, Anais Daoud	National School of Artificial Intelligence
2026-10-19	DReX: An explainable deep learning-based multimodal recommendation framework	Knowledge-Based Systems	Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana et al.	University of Delhi; National Institute of Technology Warangal
2026-10-17	Multi-Perspective explainability in traffic prediction: A neuro-symbolic approach using CNN-LSTMs and concept lattices	Applied Intelligence	Suraya Syazwani Mohamad Yusof, Hadhrami Ab Ghani, Nurul Izrin Md Saleh et al.	Universiti Malaysia Kelantan; Universiti Teknikal Malaysia Melaka; University of Technology Malaysia
2026-10-17	FDFNet: A Full-stage Dual-dimensional Fusion Network for Visual Grounding	Knowledge-Based Systems	Shishu Hong, Yangchuanlin Cheng, Aoao Zhao et al.	Wuhan University of Technology; Chinese University of Hong Kong
2026-10-17	MonoPRIO: Adaptive prior conditioning for unified monocular 3D object detection	Pattern Recognition	Leon Davies, Qinggang Meng, Mohamad Saada et al.	Loughborough University; University of Southern Denmark
2026-10-16	Generative deep learning for class imbalance in credit risk modeling: comparative evaluation of synthetic oversampling methods and an elastic oversampling extension	Financial Innovation	Tae Yeon Kwon	Hankuk University of Foreign Studies
2026-10-16	Evaluating LLMs for named entity recognition: a cost-benefit analysis in the legal domain	Knowledge and Information Systems	Shefali Singhal, Eoin O’Connell, Niall McCarroll et al.	University of Ulster; Ulster University, Derry-Londonderry Campus; Ulster Hospital
2026-10-16	ITEACH-Net: Inverted teacher-student search network for emotion recognition in conversation	Artificial Intelligence	Haiyang Sun, Zheng Lian, Chenglong Wang et al.	Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; …
2026-10-15	pDOC-STANet: A spatiotemporal attention network for automatic assessment of prolonged disorders of consciousness using fNIRS	Applied Intelligence	Zehai Li, Yuxin Xing, Shuwei Wang et al.	Zhejiang Normal University; Wenzhou Medical University; Zhejiang Taizhou Hospital; …
2026-10-15	VLGRA: Visual-Language Semantic Optimization and Graph Reasoning for cross-modal retrieval	Information Processing & Management	Shiyuan Yang, Zhixin Li, 尤忠祥 et al.	Guangxi Normal University
2026-10-15	Self-supervised learning based etching process modeling: Bridging simulation and experimental data	Knowledge-Based Systems	Zhenjie Yao, Ziyi Hu, D. S. Shang et al.	Chinese Academy of Sciences; Institute of Microelectronics; University of Chinese Academy of Sciences
2026-10-14	Echo-DM: Ultrasound marker removal via conditional latent diffusion and region-aware fusion	Neural Networks	Zhiwei Wang, Tao Huang, Wentao Jiang et al.	Wuhan University; Central Hospital of Wuhan; Hubei University of Technology
2026-10-14	Dynamic gain neuromodulation attenuates stability gaps during continual joint training	Neural Networks	Alejandro Rodriguez-Garcia, Anindya Ghosh, Srikanth Ramaswamy	Newcastle University
2026-10-13	NoDE: noise-decorrelation embedding for robust long-term multivariate time series forecasting	Data Mining and Knowledge Discovery	Minhyuk Lee, Hyekyung Yoon, Imseong Park et al.	Seoul National University; Mathematical Sciences Research Institute
2026-10-13	Spec-SSM: Adaptive causal smoothing decomposition and local-to-context residual aggregation for long-term time series forecasting	Knowledge-Based Systems	Zhiyong An, ShaoMian Zhu
2026-10-13	CAMF-Det: Closure-aware multimodal fusion for LiDAR-camera 3D object detection on UAV platforms	Information Fusion	Yanze Jiang, Yanfeng Gu, Xian Li	Harbin Institute of Technology
2026-10-12	AS-DQCNN: Angle superposition-augmented decreasing quantum convolutional neural network for image classification	Neural Networks	Yanyan Feng, Yan Li, Jie Li et al.	Central South University of Forestry and Technology; Central South University
2026-10-12	A spatio-temporal attention convolutional network with topology-preserving channel embedding and transformer for EEG decoding	Neural Networks	Wenqi Sun, Shuo Fu, Jinhua Zhang et al.	Xi'an Jiaotong University; PLA Information Engineering University; Zhengzhou University
2026-10-12	Multi-Input Learning for information-efficient neural networks via feedback-stabilized representation reuse	Knowledge-Based Systems	Zeyu Zhang, Zhiyu Qiu, Kaige Chen et al.	Kanazawa University; Jiangsu Ocean University
2026-10-11	Causal graph representation learning for robust out-of-distribution crop pest recognition	Pattern Recognition	LI Guangke, Yue Teng, Chenghui Lin et al.	Hefei University
2026-10-10	Too little too late? Nationwide carbon trading in China	Journal of Public Economics	Shuang Zhang, Douglas Almond	Centre for Economic Policy Research; Imperial College London; National Bureau of Economic Research; …
2026-10-10	TACoS: Weakly supervised learning of two-dimensional materials from scribble annotations to precise segmentation	Pattern Recognition	Jiabei Chen, Liping Zhang, Jiangbin Wu et al.	Chinese Academy of Sciences; Institute of Semiconductors; University of Chinese Academy of Sciences
2026-10-09	Reliable and robust zero-watermarking against IBM attacks	Expert Systems with Applications	Jing Liu, Jiake Wang, Runchuan Liu	Northwest University; Xi'an University of Technology
2026-10-09	Architecture-agnostic knowledge distillation for machine-learning interatomic potentials	Neural Networks	Chen Wang, Siyu Hu, Guangming Tan et al.	Institute of Computing Technology
2026-10-09	Reliability-aware dynamic dependency graph neural network for airborne network intrusion detection	Pattern Recognition	Wenqi Liu, Maohui Zhou, Cong Gao et al.	Nanjing University of Aeronautics and Astronautics
2026-10-09	Test-time optimization for domain adaptive open vocabulary segmentation	Neural Networks	Ulindu De Silva, Didula Samaraweera, Sasini Wanigathunga et al.	University of Moratuwa; Stony Brook University; Khalifa University of Science and Technology
2026-10-08	A novel graph-based patient embedding method for the diagnosis of Alzheimer’s disease from microRNA expression data	Data Mining and Knowledge Discovery	Veronica Buttaro, Antonio Pellicani, Gianvito Pio et al.	University of Bari Aldo Moro; Consorzio Interuniversitario Nazionale per l'Informatica; National Research Council; …
2026-10-08	Analysing diverse complex open-source images to assess face mask usage for epidemiological studies	Knowledge-Based Systems	Hang Ding, Ashley Lindsay Quigley, Valentina Costantino et al.	The University of Queensland; UNSW Sydney; Kirby Institute; …
2026-10-08	A stability-validated unsupervised anomaly detection framework for identifying suspicious pre-listing trading behavior in cryptocurrency markets	Digital Finance	Gela Tsuladze, Frédérik Sinan Bernard, Marcos Machado	University of Twente
2026-10-08	Beyond topology-driven graph convolution: Node patch convolutional network for node representation learning	Pattern Recognition	Jinsong Chen, TONG Mingwen, Hao Fan et al.	Guangxi Normal University; Central China Normal University; Wuhan University; …
2026-10-07	Artificial intelligence technologies, skills demand and employment: Evidence from linked job ads	Labour Economics	Lennert Peede, Michael Stops	Institut für Arbeitsmarkt und Berufsforschung
2026-10-06	Is bitcoin a hedge against central banking? Evidence from AI-driven monetary policy expectations	Journal of International Money and Finance	Maxime L. D. Nicolas, François Sicard, Marion Labouré et al.	University College London; Deutsche Bank (United Kingdom)
2026-10-06	An attention-based multi-scale convolutional neural network for EEG emotional recognition	Expert Systems with Applications	Wei Wang, Bo Zhang, ZhengTao Song et al.	Southwest University; Tongji University
2026-10-05	Transparent forecasting with XAI: Improving accuracy and trust in electricity demand prediction	Knowledge-Based Systems	Somya Bansal, Vaibhav Baldeva, Asmit Cajla et al.	Thapar Institute of Engineering & Technology; Torrens University Australia; Norwegian University of Science and Technology
2026-10-05	An innovative approach to stock forecasting: combining LSTM, VMD, and artificial rabbit optimization	Future Business Journal	Homa Mehtarizadeh, Najme Mansouri, Behnam Mohammad Hasani Zade et al.	Shahid Bahonar University of Kerman
2026-10-05	The Relevance and Materiality of Illegal Acts: Examining Auditor and Investor Judgments	Journal of Business Ethics	Eileen Zalkin Taylor, Nicole S. Wright	North Carolina State University; James Madison University
2026-10-03	Affective Profiles of Figurative Language: Cognitive and Computational Insights	Cognitive Computation	Kun Sun, Rong Wang, Yun Wu	Tongji University; University of Tübingen
2026-10-03	DiSFormer: A directional–statistical embedding mechanism for Vision Transformer in tomato quality classification	Computers & Industrial Engineering	Xingren Pan, Ferry Jie, Kathryn McMahon et al.	Edith Cowan University
2026-10-02	Cognitive Causal Modeling of Blockchain Adoption in Agri-Food Supply Chains: A Fuzzy-DEMATEL Approach	Cognitive Computation	Ali Ala, Behnam Malmir, Hamed Baziyad et al.	Technological University Dublin; Saveetha University; University of Illinois Urbana-Champaign; …

Cite this page

Scholar4AI. (2026). Convolutional neural network (CNN). Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/equations/convolutional-neural-network-cnn

@misc{scholar4ai-equations-convolutional-neural-network-cnn,
  author = {{Scholar4AI}},
  title = {Convolutional neural network (CNN)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/equations/convolutional-neural-network-cnn}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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