| 2026-10-01 | A review of cutting-edge methods for using deep learning to predict renewable energy | Neural Computing and Applications | A. I. Mustafa, Omar Sh. Alyozbaky | University of Mosul |
| 2026-10-01 | Detecting efficiency based on machine learning and neural networks approaches in DEA involving big data | Neural Computing and Applications | Alireza Fakharzadeh Jahromi, V. Amiri | Shiraz University of Technology |
| 2026-10-01 | Multi-resolution speckle priors for scale-aware and simultaneous probabilistic digital image correlation | Neural Computing and Applications | Teddy Okatch, Joshua Nyaberi Joshua Nyaberi, HyeonKyeong Jeong et al. | Chosun University; University of Tasmania; Tasmanian Land Conservancy |
| 2026-10-01 | COSMOS: continuous subspace manifold operating system learning as gauge dynamics on the Grassmannian | Neural Computing and Applications | Lucas Battú | |
| 2026-10-01 | A domain-aware explainable AI framework for multi-class intrusion detection with cybersecurity-oriented semantic interpretation | Neural Computing and Applications | Salah ElDin Zaher Olaymi | Taibah University |
| 2026-10-01 | Adaptive state-space modeling of EEG dynamics for real-time sleep spindle detection | Neural Computing and Applications | Levent Özbek | Ankara University |
| 2026-10-01 | SteRGAN: An Improvised Framework based on Generative Adversarial Network for Image Steganography | Neural Computing and Applications | Yatendra Sharma, Gopa Bhaumik | National Institute of Technology Sikkim; National Institute of Technology Jamshedpur |
| 2026-10-01 | TriLSTMWavenet: An innovative individual household load forecasting with an integrated wavelet and CNN-based deep learning fusion | Neural Computing and Applications | R. Mathumitha, P. Rathika, K. Manimala | Anna University, Chennai |
| 2026-10-01 | A hybrid deep learning framework for enhanced prediction of slope safety factor in geotechnical engineering | Neural Computing and Applications | Ali Biglarifadafan, Jong-Min Kim | Golestan University; Sejong University |
| 2026-10-01 | A lightweight multi-scale attention-driven YOLO V11 for accurate student behavior recognition in smart classroom environments | Neural Computing and Applications | V. Sabapathi, Govindarajan Saravanan, Vishnukumar A et al. | Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology; Rajalakshmi Engineering College |
| 2026-10-01 | A lightweight target detection model for long-distance accurate detection of underwater small targets | Neural Computing and Applications | Ming Zhao, Zijie Zhao, Shiqi Shen et al. | Nanjing University of Science and Technology; National Key Laboratory of Transient Physics |
| 2026-10-01 | Enhancing clinical trust in brain tumor MRI: a meta-analysis of AI classification, segmentation, and explainability | Neural Computing and Applications | Kashif Mazhar, Pragya Dwivedi | Motilal Nehru National Institute of Technology; SRM University |
| 2026-10-01 | Robust zero watermarking of color medical images using enhanced VGG19, DCT, and cyclic chaos | Neural Computing and Applications | Khalid Mohamed Hosny, Amal Magdi, Osama M. Elkomy et al. | Zagazig University |
| 2026-10-01 | A machine learning model for the prediction of the US news & world report ranking of the mechanical engineering graduate programs in the United States | Neural Computing and Applications | Faeze Khademi, Nikith Rachakonda, Matias Salazar Ismodes et al. | University of Illinois Chicago |
| 2026-10-01 | A novel AF-CBA framework for accurate and interpretable EEG cognitive state classification | Neural Computing and Applications | Bichitra Mandal, Subasish Mohapatra, Ramesh Sahoo | Indian Institute of Technology Bhubaneswar; Odisha University of Agriculture and Technology |
| 2026-10-01 | Network security monitoring based on multi-source heterogeneous data fusion and hierarchical attention mechanism | Neural Computing and Applications | Zheng Zhang, 楊啟瑞, Ling Iyu | Education Department of Jiangxi Province; Jiangxi Vocational and Technical College of Communications; Capital Normal University; … |
| 2026-10-01 | A metaheuristically optimized transfer learning framework with super-resolution G. A. N. for multi-class Alzheimer’s disease classification from M. R. I. images | Neural Computing and Applications | S. Mahalakshmi, K. Ramalakshmi, K. Valarmathi | |
| 2026-10-01 | Increasing resilience of continuum robots via motion planning algorithms | Neural Computing and Applications | Oxana Shamilyan, Ievgen Kabin, Zoya Dyka et al. | Leibniz Institute for High Performance Microelectronics; Brandenburg University of Technology Cottbus-Senftenberg; National Academy of Sciences of Ukraine; … |
| 2026-10-01 | Strong disturbance rejection via neuro-adaptive signed power function tracking control for an underactuated control moment gyroscope | Neural Computing and Applications | Sergio López, Jorge Montoya–Cháirez, Miguel A. Llama et al. | Instituto Tecnólogico de La Laguna; Universidad Autónoma de Coahuila |
| 2026-10-01 | Deep learning-based detection of cotton leaf diseases using self-supervised feature learning and Grad-CAM visualization | Neural Computing and Applications | Anjali Singh, Padma Nilesh Mishra, Garima Singh | Institute of Development Studies |
| 2026-10-01 | Machine learning surrogates for latent profile analysis: a comparative study with Kolmogorov–Arnold Networks on perfectionism profiles in Turkish adolescents | Neural Computing and Applications | Ömer Miraç Kökçam, Büşra Kökçam, Ferhat Uçar | Fırat University; Usak University |
| 2026-10-01 | Explainable AI-driven machine and deep learning models for state-of-health estimation of EV batteries in IoT-based 6G networks | Neural Computing and Applications | Hesham Ali Sakr, Mostafa Fouda, Ahmed F. Ashour et al. | Egypt-Japan University of Science and Technology; Sohar University; Idaho State University; … |
| 2026-10-01 | A heterogeneity-aware federated explainable visual learning framework for robust email malware detection | Neural Computing and Applications | G. Shanmuga Priya, V. R. S. Mani, C. Chellaswamy | |
| 2026-10-01 | Privacy protection of multi-source data combined with homomorphic encryption within a federated learning framework | Neural Computing and Applications | Shuhui Wang, Xiaochen Jia | Shandong University of Art and Design; Shandong University |
| 2026-10-01 | MELRec: a modular End-to-End framework for large language model based sequential recommendation | Neural Computing and Applications | Yuqiang Li, Rui Zhu, Lin Li | Wuhan University of Technology |
| 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 | CDGAT: A conditioned diffusion-based graph attention network for spatio-temporal prediction | Neural Computing and Applications | Angelo Casolaro, Massimiliano Giordano Orsini, Vincenzo Capone et al. | Parthenope University of Naples |
| 2026-10-01 | Enhancing audio encryption security through finite-time synchronization of BAM FCNNs with time delays | Neural Computing and Applications | M. Manikandan, M. Kalpana, P. Muthukumar | Asia Pacific University of Technology & Innovation; UCSI University |
| 2026-10-01 | An investigation of innovative computational approaches utilizing auditory, visual, and multimedia data to enhance quality of clinical practices in mental health: a systematic literature review utilizing the PRISMA framework | Neural Computing and Applications | Uygar Aydin, Reyhan Şahinbaş, İnci Zaim Gökbay | Recep Tayyip Erdoğan University; Gedik University; University of Kent; … |
| 2026-10-01 | A comprehensive empirical evaluation of quantum machine learning for financial prediction: systematic comparison with classical approaches | Neural Computing and Applications | Raed Abu Zitar, Samia Loucif, Murad M. Al-Rajab et al. | Liwa University; Zayed University; Abu Dhabi University; … |
| 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 | Employing novel DeepBiLSTM framework on NVIDIA Jetson Nano edge platform for sleep apnea detection | Neural Computing and Applications | Mohebbanaaz, Srilaxmi Dasari, Pasuluri Binduswetha | |
| 2026-10-01 | Bi-dimensional empirical and wavelet decomposed hybrid chimp fuzzy Q-learning classifier for glaucoma identification | Neural Computing and Applications | Gaurav Pandey, Rajneesh Sharma, Amit Kukker et al. | Netaji Subhas University of Technology; SRM Institute of Science and Technology; Institute of Management Technology |
| 2026-10-01 | Robust identifying of VPPs borders with optimal allocation of distributed energy resources for profit maximization by artificial hummingbird algorithm | Neural Computing and Applications | Fekry Awad, Ragab Abdelaziz El-Sehiemy, Ghada M. Amer et al. | Benha University; Kafrelsheikh University; Széchenyi István 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 | Scale is not a substitute for supervision: benchmarking open-source LLMs and embedding models for fake news detection | Neural Computing and Applications | Abdullah Talha Kabakuş | Düzce Üniversitesi |
| 2026-10-01 | A Synergistic approach: blockchain-integrated machine learning based intrusion detection system for improving wireless network security | Neural Computing and Applications | Walaa M. Elsayed | Damanhour University |
| 2026-10-01 | Deep learning framework for treacher collins syndrome detection and classification using jetson GPU infrastructure | Neural Computing and Applications | J. Madava Venkat, A. Jason Arputharaj, A. Diana Andrushia et al. | Karunya University; Clemson University |
| 2026-10-01 | India VIX regime-conditional directional prediction of bank nifty: a stacking ensemble approach | Neural Computing and Applications | Prakash Ukhalkar, Ravikant Zirmite, Manasi Bhate | |
| 2026-10-01 | Correction: Tree-NET: enhancing 2D medical image segmentation through efficient low-level feature training | Neural Computing and Applications | Orhan Demirci, Bülent Yılmaz | Abdullah Gül University; Gulf University for Science & Technology |
| 2026-10-01 | Detection and correction the cyber-attack of electroencephalogram signals using deep learning model | Neural Computing and Applications | Zaineb Mohammed Alhakeem, Suroor M. Dawood, Qabeela Qassim Thabit et al. | Bashkir Scientific Research Institute of Petroleum Refining; University of Basrah; Oil and Gas Center |
| 2026-10-01 | Network data transmission security protection and attack detection based on artificial intelligence | Neural Computing and Applications | Cuihe Chen | Yichun University |
| 2026-10-01 | A ConvNeXt-based facial expression recognition network integrating ALDS downsampling and SCSA semantic enhancement | Neural Computing and Applications | Yanqiu Li, Shengzhao Li, Guangling Sun | Anhui Jianzhu University; Anhui University |
| 2026-10-01 | A machine learning framework for prediction and inverse design of micro-hole diameters in titanium drilled by µEDM | Neural Computing and Applications | Anshul Agrawal, Yash Yalamalli, Siddhartha Kar et al. | Ramaiah Institute of Technology |
| 2026-10-01 | Spawning tasks from chitchatting - reinforcement learning-based policy | Neural Computing and Applications | Atheer S. Algherairy, Moataz Ahmed | King Fahd University of Petroleum and Minerals; Imam Abdulrahman Bin Faisal University |
| 2026-10-01 | A multi-objective evolutionary algorithm based on non-negative matrix factorization for community detection in complex networks | Neural Computing and Applications | Mehdi Rahimi, Keyhan Khamforoosh, Vafa Maihami | Islamic Azad University Sanandaj Branch |
| 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 | Optimization of machine translation framework based on adversarial networks and sample transfer algorithm | Neural Computing and Applications | Rong Luo, Jingjing Du, Huanping Zhu et al. | Xijing University; Shaanxi University of Science and Technology; Microbiology Institute of Shaanxi |
| 2026-10-01 | HydraML: a hybrid damaged roofs automated machine learning classifier for cultural heritage | Neural Computing and Applications | Francesco Colace, Massimo De Santo, Rosario Gaeta et al. | University of Salerno; Ministero della cultura |
| 2026-10-01 | An optimized dual-stream CNN with vectorized RGB–ELA inputs and CBAM attention for image forgery detection | Neural Computing and Applications | Ankit Kumar Jaiswal, Asad Nizami, Rajeev Srivastava | Jawaharlal Nehru University; University of Bonn; Indian Institute of Technology BHU |