| 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 | From pixels to profits: trading arbitrage portfolios based on image representations | Financial markets and portfolio management | Niklas Paluszkiewicz | Universität Ulm |
| 2026-10-20 | Weighted UnLearning from Experience for Improved Spurious Correlation Robustness | Machine Learning | Jeff Mitchell, Jesus; id_orcid 0000-0002-9574-4138 Martinez-del-Rincon, Niall McLaughlin | Queen's University Belfast |
| 2026-10-19 | Reusability report: multi-sample omics network inference operates in distinct robustness regimes defined by prior knowledge and data availability | Nature Machine Intelligence | Xabier Martinez‐de‐Morentin, Sameer Ahmad Khan, Itziar Cenzano et al. | King Abdullah University of Science and Technology; Ilia State University; Karolinska University Hospital; … |
| 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 |
| 2026-10-16 | 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 | An exact solution algorithm for the bi-level optimization problem of electric vehicles charging station placement | Transportation Research Part B Methodological | Mobina Nankali, Michael W. Levin | University of Minnesota |
| 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; … |
| 2026-10-14 | Dynamic gain neuromodulation attenuates stability gaps during continual joint training | Neural Networks | Alejandro Rodriguez-Garcia, Anindya Ghosh, Srikanth Ramaswamy | Newcastle University |
| 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 | 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 |
| 2026-10-06 | Chronologically consistent large language models | Journal of Financial Economics | Songrun He, Linying Lv, Asaf Manela et al. | Chinese University of Hong Kong; Washington University in St. Louis; University of Iowa |
| 2026-10-03 | An intelligent cybersecurity framework for banking systems: integrating neural networks, large language models, and federated learning for anti-money laundering and fraud detection | Future Business Journal | Tanvir Sajid, Sajida Hafeez | National Textile University |
| 2026-10-03 | Sparse oblique rule boosting for simpler additive rule ensembles | Data Mining and Knowledge Discovery | Shahrzad Behzadimanesh, Pierre Le Bodic, Geoffrey I. Webb et al. | Monash University; University of Haifa |
| 2026-10-03 | Uncertainty quantification for trustworthy deep learning: Methods and measures | Neural Networks | H. Martin Gillis, Thomas P. Trappenberg | Dalhousie University |
| 2026-10-02 | RL-Axial: Learning When to Compute Global Context for Multimodal Segmentation | Cognitive Computation | 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 |
| 2026-10-01 | Multi-View Contrastive Graph Convolutional Networks with Adaptive Fusion for semi-supervised classification | Pattern Recognition | Huaichun Xiao, Fadi Dornaika, Jingjun Bi et al. | University of the Basque Country; Ikerbasque; North China University of Water Resources and Electric Power; … |
| 2026-10-01 | Alzheimer’s multimodal diagnosis: enhancing cross-attention between speech and text | Neural Computing and Applications | Kewen Ding, Azadeh Noori Hoshyar, Tanusri Bhattacharya et al. | Federation University; Western Sydney University; Myer Foundation; … |
| 2026-10-01 | SYNAPSE-X: a calibration-aware vision transformer framework for selective referral in multi-class brain tumor MRI classification | Neural Computing and Applications | Sadaf Tabatabaee, Mohammad T. Khasawneh | Binghamton University |
| 2026-10-01 | RECE Loss: A Reward-Enhanced Cross Entropy Loss Function for Learning with Noisy Labels | Neural Computing and Applications | Thi Thu Huong Nguyen, Duy Tung Nguyen, Thanh Tung Nguyen et al. | Thuyloi University; CMC University; Hanoi University of Science and Technology; … |
| 2026-10-01 | Class-based many-objective neural architecture search for deep classifiers | Neural Computing and Applications | Guy Mardiks, Adham Salih, Amiram Moshaiov | Tel Aviv University; Braude College of Engineering Karmiel |
| 2026-10-01 | Patient-independent EEG seizure detection using channel attention and dual-branch time–frequency features | Neural Computing and Applications | Hrishikesh Tiwary, Arnav Bhavsar, H Muralikrishna | Indian Institute of Technology Mandi; Manipal Academy of Higher Education |
| 2026-10-01 | CL3AN-GNN: curriculum-driven for incremental feature disentanglement with multi-phase attention for class-imbalanced node classification | Neural Computing and Applications | Abdul Joseph Fofanah, David Chen, Lian Wen et al. | Griffith University; Chang'an University; Njala University |
| 2026-10-01 | DIRU: dendrite-inspired recurrent units for learning chaotic dynamics and neonatal epilepsy time series | Neural Computing and Applications | Alessandro Crimi, Cristiano Micheli, Tiziana Currieri et al. | University of Agriculture in Krakow; AGH University of Krakow; Technische Universität Ilmenau; … |
| 2026-10-01 | RDD: Improving Structure from Motion with a Robust Feature Detector and Descriptor | International Journal of Computer Vision | G Chen, Tianwen Fu, Haiwei Chen et al. | University of Southern California; Creative Technologies (United States) |
| 2026-10-01 | A comprehensive survey on multimodal sentiment analysis: Approaches, challenges and open issues | International Journal of Information Management | Fatemeh Hemmatian, Arash Sabbaghi, Mohammad Karim Sohrabi | Islamic Azad University Semnan |
| 2026-10-01 | Multi-view self-supervised learning for label-flipping robustness in tabular data: a comparative study | Applied Intelligence | Jinhyeok Jang, Sohee Park, Seung-Soo Nam et al. | Soongsil University |
| 2026-10-01 | ANNE: adaptive neuron network expansion for 2D medical image segmentation | Applied Intelligence | Abel A. Reyes, Sidike Paheding | Michigan Technological University; Fairfield University |
| 2026-10-01 | Decentralized gossip learning and federated averaging for histopathology image classification | Neural Computing and Applications | Yusuf Öztürk, Bengisu Atli, Enes Goktekin et al. | Antalya Bilim Üniversitesi; Antalya Bilim University; Ankara University; … |
| 2026-10-01 | From 3D perception to safety reasoning: an intelligent hybrid framework for real-time underground mine monitoring | Expert Systems with Applications | Pasindu Ranasinghe, Simit Raval, Dibyayan Patra et al. | UNSW Sydney; University of Southern Queensland |
| 2026-10-01 | SLCA++: Unleash the Power of Sequential Fine-Tuning for Continual Learning with Pre-training | International Journal of Computer Vision | Gengwei Zhang, Liyuan Wang, Guoliang Kang et al. | University of Technology Sydney; Tsinghua University; Beihang University; … |
| 2026-10-01 | Efficient Test-Time Prompt Tuning for Vision-Language Models | International Journal of Computer Vision | Yuhan Zhu, Guozhen Zhang, Xu Chen et al. | Nanjing University; Shanghai Artificial Intelligence Laboratory |
| 2026-10-01 | Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses | International Journal of Computer Vision | Hao Fang, Yixiang Qiu, Hongyao Yu et al. | Tsinghua Shenzhen International Graduate School; Tsinghua University; Harbin Institute of Technology; … |
| 2026-09-30 | Towards optimized forward–forward training for neural networks | Artificial Intelligence Review | Yomna Abdulgawad Elnady, Amany Mahmoud Sarhan, Mohammad Ali Eita | Tanta University; ElSewedy University of Technology |
| 2026-09-30 | Order-flow toxicity in cryptocurrency perpetual futures: Order flow signals, price-impact persistence, and the limits of volatility-based metrics | International Review of Economics & Finance | Suresh Rajendran, Divya Singaravelu | |
| 2026-09-30 | P2Mark: Plug-and-play parameter-level watermarking for neural speech generation | Artificial Intelligence | Yong Sheng Ren, Jiangyan Yi, Tao Wang et al. | Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; … |
| 2026-09-28 | Self-Organized Context Dependent Processing in Neural Networks | Cognitive Computation | Hao GuangFu, Yang Chen, Sainan Qin et al. | Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; … |
| 2026-09-28 | CausalCACTUS: A Causally Consistent and Context-Aware Framework for Counterfactual Explanations | Machine Learning | Zhendong Wang, Diego García, José María Enguita et al. | KTH Royal Institute of Technology; Universidad de Oviedo |
| 2026-09-28 | DAMEL: Dual-axis multi-expert learning for class-imbalanced learning | Knowledge-Based Systems | Hyuck Lee, Taemin Park, Heeyoung Kim | Korea Advanced Institute of Science and Technology |
| 2026-09-28 | Sensory-aware sequential recommendation via review-distilled representations | Knowledge-Based Systems | Yeo Chan Yoon, Chanjun Park, KyuHan Koh | Jeju National University; Soongsil University; California State University, Stanislaus |
| 2026-09-28 | Treatment evaluation at the intensive and extensive margins | Journal of Econometrics | Phillip Heiler, Asbjørn Kaufmann, Bezirgen Veliyev | Aarhus University |