--- title: "Cognitive Computation: 10 recent papers (last 30 days)" description: "Cognitive Computation published 10 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #70 of 239 journals." url: https://scholar4ai.com/journals/cognitive-computation markdown_url: https://scholar4ai.com/journals/cognitive-computation.md license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) data_url: https://scholar4ai.com/data/rankings.json updated: 2026-10-26T13:22:50+09:00 window: 2026-09-27 to 2026-10-26 source: OpenAlex (CC0) --- # Cognitive Computation - 3 papers in the last 7 days - category: AI - publisher: Springer Science+Business Media - ISSN 1866-9956 Back to the ranking: https://scholar4ai.com/rankings/journals.md ## Key findings - Cognitive Computation published 10 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #70 of 239 journals. - Leading institutions: Chinese Academy of Sciences (2), University of Chinese Academy of Sciences (2) and Hainan University (1). - Countries: China (5), Taiwan (2) and India (2). - From Apr 2024 to Sep 2026, Cognitive Computation published 376 papers (13 a month on average, by publication date in OpenAlex). - Its most frequent keywords over that period were “explainable AI” (22), “attention mechanism” (14) and “data augmentation” (14). - Its most-cited paper of the period is “Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis” (2025-05-23), with 59 citations. ## The last 30 months *Papers by publication date, Apr 2024 to Sep 2026* | Apr 24–Sep 24 | Oct 24–Sep 25 | Oct 25–Sep 26 | 30 months | |---:|---:|---:|---:| | 87 | 151 | 138 | 376 | *Most frequent keywords, Apr 2024 to Sep 2026* | # | Keyword | Papers | |---:|---|---:| | 1 | [explainable AI](https://scholar4ai.com/keywords/explainable-ai.md) | 22 | | 2 | attention mechanism | 14 | | 3 | data augmentation | 14 | | 4 | interpretability | 14 | | 5 | convolutional neural networks | 13 | | 6 | multi-criteria decision making | 13 | | 7 | [federated learning](https://scholar4ai.com/keywords/federated-learning.md) | 11 | | 8 | [large language models](https://scholar4ai.com/keywords/large-language-models.md) | 11 | | 9 | emotion recognition | 10 | | 10 | generative adversarial networks | 10 | *Most-cited papers published Apr 2024 to Sep 2026* | # | Citations | Per month | Title | Journal | Published | Authors | |---:|---:|---:|---|---|---|---| | 1 | 59 | 3.4 | [Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis](https://doi.org/10.1007/s12559-025-10463-9) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 2025-05-23 | Rui Wang, Yaoyang Wang, Erik Cambria et al. | | 2 | 25 | 1.3 | [Single-Valued Neutrosophic Distance Measure-Based MEREC-RANCOM-WISP for Solving Sustainable Energy Storage Technology Problem](https://doi.org/10.1007/s12559-025-10437-x) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 2025-03-29 | Arunodaya Raj Mishra, Dragan Stevan Pamucar, Pratibha Rani et al. | | 3 | 23 | 1.4 | [C3BAM-XAI: Convolutional Block Attention Module Enhanced Explainable Artificial Intelligence-Based Parkinson’s Disease Stage Classification](https://doi.org/10.1007/s12559-025-10472-8) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 2025-06-01 | Muhammad Abbas, Muhammad Attique Khan, Ameer Hamza et al. | | 4 | 19 | 1.8 | [XRDNet: a Novel Explainable Residual Dense Fusion Network for Alzheimer’s Disease Recognition from MRI Images](https://doi.org/10.1007/s12559-025-10521-2) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 2025-12-01 | Muhammad Abbas, Muhammad Attique Khan, Amir Hussain et al. | | 5 | 16 | 0.8 | [GSAC-UFormer: Groupwise Self-Attention Convolutional Transformer-Based UNet for Medical Image Segmentation](https://doi.org/10.1007/s12559-025-10425-1) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | 2025-02-22 | Anass Garbaz, Yassine Oukdach, Said Charfi et al. | *Papers, newest first.* | Date | Title | Journal | Authors | Affiliations | |---|---|---|---|---| | 2026-10-24 | [PF-Mamba-UNet: An Anatomical-Prior-Guided Medical Image Segmentation Network Based on Mamba and Spatial-Channel Collaborative Attention Fusion](https://doi.org/10.1007/s12559-026-10667-7) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Leyi Xiao, Kangshun Liao, Baoxian Zhou et al. | Hainan University | | 2026-10-23 | [Hierarchical Interoceptive–Social Inference Dysregulation: A Computational Psychiatry Framework for Borderline Personality Disorder with Level-1 Active Inference Simulation and Implications for Cluster B Pathology](https://doi.org/10.1007/s12559-026-10668-6) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Marco Fronzi | The University of Sydney | | 2026-10-22 | [Dynamic Picture Fuzzy Sets and Its Applications](https://doi.org/10.1007/s12559-026-10656-w) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Yonghong Shen | Ministry of Education of the People's Republic of China; Minzu University of China | | 2026-10-15 | [A Cognitive, Quantum-Inspired Learning Framework for Energy-Efficient and Reliable Routing in Wireless Body Area Networks](https://doi.org/10.1007/s12559-026-10665-9) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Soufiane Ben Othman, Naima Saeed | King Faisal University; University of Aden | | 2026-10-12 | [Towards Trustworthy Internal Due-Date Assignment in Manufacturing Systems: A Neutrosophic Neural Network-Based Approach](https://doi.org/10.1007/s12559-026-10666-8) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Tin-Chih Toly Chen | National Yang Ming Chiao Tung University | | 2026-10-07 | [Decoding Working Memory Capacity from Gaze and Arousal Dynamics using Machine Learning](https://doi.org/10.1007/s12559-026-10664-w) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Saurabh Sharma, Atif Hassan, Rajlakshmi Guha | Indian Institute of Technology Kharagpur | | 2026-10-03 | [Affective Profiles of Figurative Language: Cognitive and Computational Insights](https://doi.org/10.1007/s12559-026-10648-w) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Kun Sun, Rong Wang, Yun Wu | Tongji University; University of Tübingen | | 2026-10-02 | [Cognitive Causal Modeling of Blockchain Adoption in Agri-Food Supply Chains: A Fuzzy-DEMATEL Approach](https://doi.org/10.1007/s12559-026-10660-0) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Ali Ala, Behnam Malmir, Hamed Baziyad et al. | Technological University Dublin; Saveetha University; University of Illinois Urbana-Champaign; … | | 2026-10-02 | [RL-Axial: Learning When to Compute Global Context for Multimodal Segmentation](https://doi.org/10.1007/s12559-026-10661-z) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Dong Xing, Hang Yang, Jinhe Zhang et al. | Chinese Academy of Sciences; Changchun Institute of Optics, Fine Mechanics and Physics; University of Chinese Academy of Sciences | | 2026-09-28 | [Self-Organized Context Dependent Processing in Neural Networks](https://doi.org/10.1007/s12559-026-10624-4) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Hao GuangFu, Yang Chen, Sainan Qin et al. | Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; … | ## Cite this page Scholar4AI. (2026). Cognitive Computation. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/journals/cognitive-computation ```bibtex @misc{scholar4ai-journals-cognitive-computation, author = {{Scholar4AI}}, title = {Cognitive Computation}, year = {2026}, howpublished = {\url{https://scholar4ai.com/journals/cognitive-computation}}, urldate = {2026-10-26}, note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0} } ``` License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).