Original Research
Published
AHAT-Fin: an adaptive hybrid attention and market-state-aware framework for financial time-series forecasting
Yingli Gong · Dongdong Lv · Zhijian Duan
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1975632
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Showing 52 articles
Original Research
Published
A systematic benchmarking pipeline for demand forecasting and inventory-aware supply chain decision support
Suleiman Ali Alsaif
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1936360
Original Research
Published
Hybrid VAE-Transformer-based multi-task learning for cyberattack detection and fault classification in electric vehicle charging stations
R. Vinitha · R. Senthil Kumar
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1934106
Original Research
Published
An attention-enhanced hybrid CNN-BiLSTM framework for multiclass epileptic seizure recognition using EEG signals
Bobbinpreet Kaur · Sheenam Middha · Aleem Ali · Noman Khan · Reham Alhejaili · Ahmed H. Almutairi
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1949040
Original Research
Published
Subject-independent classification of ADHD from pediatric EEG: a leakage-aware deep learning framework with interpretable neurophysiological mapping
M. Geethapriya · Kalyanaraman Pattabiraman
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1925266
Original Research
Published
Machine learning approaches for phishing detection and cybersecurity awareness in digital infrastructure
Parves Alam · Md Azizul Rahaman · Jubayer Uddin Shamim · Shakhawat Hossain Refat · Wali Ahmed · Pappu Roy · Shaon Reza · Samuel Kim
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1875321
Original Research
Published
Research on intra-day scheduling model of power system with shared energy storage in the provincial electricity spot market based on renewable energy groups combination forecasting
Zhongyuan Yan · Wulei Xue · Yi Zhang · Xinyi Du · Xiande Zheng
Frontiers in Energy Research
doi 10.3389/fenrg.2026.1887604
Original Research
Published
A data-driven and interpretable hybrid quantum-classical model for male infertility risk assessment
T. Sarath · K. Brindha
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1853728
Original Research
Published
Uncertainty-aware posture quality assessment with Bayesian liquid neural networks
Yuhua Mu · Mingliang Zhu · Zhi Tao
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1958419
Original Research
Published
CLSP-REQA : a real-time quality-aware closed-loop seizure prediction framework with Mamba-BiLSTM and confidence-gated intervention
Mufeng Chen · Qi Wu · Bingchao Huang · Xiwen Lai · Zekai Chen · Xinge Ouyang · Quansheng Ren
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1888743
Original Research
Published
Human β defensin type 2 based novel antimicrobial peptide prediction using both molecular dynamics simulation and artificial intelligence methods
Ishrat Jahan · Hailemicael Lulseged Yimer · Kushal Badal · Michaela Brady · Jason J. Guo · Bryce Richardson · Letu Qingge · Liqun Zhang
Frontiers in Chemistry
doi 10.3389/fchem.2026.1913090
Original Research
Published
Window leakage in clinical EEG machine learning: matched subject-independent evaluation across ADHD and Parkinson cohorts
Burak Aggul
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1930795
Original Research
Published
Feedback-enabled digital twin and explainable artificial intelligence framework for predictive resilience and adaptive decision-making in disrupted supply chains
Charles Onyeka Nwamekwe · Nkemakonam Chidiebube Igbokwe · Ifeanyichukwu Benjamin Unigwe
Frontiers in Sustainability
doi 10.3389/frsus.2026.1907543
Original Research
Published
A unified unsupervised deep learning and stride threat modeling framework for multi-domain cyber-physical security in nuclear digital twins
Mehtab Alam · Akshay Chamoli · Ashraf Ali · Abdullah Alourani
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1926649
Original Research
Published
Anticipating user desires: predicting software product feature demand through consumer behavioral analytics
Abdullah A. Aldaeej
Frontiers in Big Data
doi 10.3389/fdata.2026.1931695
Original Research
Published
Decentralized blockchain governance for explainable causal AI in macroeconomic forecasting
Oumaima Abouzaid · Faouzi Boussedra
Frontiers in Blockchain
doi 10.3389/fbloc.2026.1883639
Original Research
Published
Real-time bus arrival prediction and bus bunching prevention using a multi-agent LSTM approach
Seema Rawat · Alyona Abaidullina · Dilnaz Alimbayeva · Deepak Kumar · Praveen Kumar
Frontiers in Built Environment
doi 10.3389/fbuil.2026.1894212
Original Research
Published
Hybrid indoor localization using Wi-Fi–magnetic LSTM fingerprinting and vision-based distance fusion with EKF and particle filtering
Bawar Abid Abdalla · Halgurd S. Maghdid · Azhin T. Sabir
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1960780
Original Research
Published
Generative real-time planning for multi-robot contingencies using deep prior-guided whale optimization
Xinyi Zhang · Xinqi Li · Wenbo Li
Frontiers in Robotics and AI
doi 10.3389/frobt.2026.1955600
Original Research
Published
LSTM GRFF-Net: hybrid long short-term memory-gated recurrent fractional fusion network for multimodal biometrics recognition
N. Mekala · N. Mohanasundaram · R. Santhosh
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1884397
Original Research
Published
Modeling forest soil organic carbon dynamics under seasonal freeze–thaw cycles: implications for carbon sequestration in cold-region forest ecosystems
Tong Gao · Xingyu Jiang · Jiaqi Zhou · Yaoxiang Li · Xibin Dong
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1939588
Original Research
Published
Research on a novel distribution network line loss prediction model based on spatiotemporal feature fusion neural network
Yi Ran · Yongguang Ding · Yanming Mai · Juntong Huo · Lifei Li · Yucheng Zhang · Jingna Duan
Frontiers in Energy Research
doi 10.3389/fenrg.2026.1945909
Original Research
Published
Comparative evaluation of active learning, random sampling, and deep learning for smart contract vulnerability detection
Gabriel Avelino Sampedro · Cheng Yanhui · Arlene Caballero · Made Adi Paramartha Putra · Nyoman Bogi Aditya Karna · Indriati
Frontiers in Blockchain
doi 10.3389/fbloc.2026.1882027
Original Research
Published
Simultaneous retrieval of 13 phytoplankton pigments from Sentinel-3 OLCI using convolutional neural networks and transfer learning
Borja Sánchez-López · Marco Talone · Jesus Cerquides · Annalisa Di Cicco · Gonzalo Martínez-Fornos · Petra Slavinec
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1880618
Original Research
Published
Co-cultivation of yeast to enhance carboxypeptidase enzyme production: biocalorimetric, respirometric, and deep learning investigation
Saravana Kumar Ganesan · Aruna Janani V · Vinosh Muthukumar P · Yuvaraj Dinakarkumar · Sivanesh NE · Saravana Raj A
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1894850
Correction
Published
Correction: Fault diagnosis and prediction of industrial hydraulic pumps based on KOA-CNN-BILSTM model
Ting Zhong · Weiyi Zhu
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1977529
Original Research
Published
Linearly constrained multi-representation domain generalization for unseen-bearing RUL prediction
Zhuoheng Dai · Lei Jiang · Liang Peng · Yingna Chen
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1833609
Original Research
Published
Hybrid EEG–EMG intention decoding for real-time triggering of a lower-limb exoskeleton
Ke Wang · Wenshan Li · Danyang Ding · Lei Wang · Yue Sun · Hongbo Zhao · Weijun Gong
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1914651
Original Research
Published
Missed-attack-risk-oriented compact KAN architecture for industrial IoT intrusion detection
Awad A. Younis · Ahmed Elwhishi
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1909955
Original Research
Published
Broken time, stable models? Evaluating desynchronization robustness in wearable human activity recognition
David Kostolani · Florian Wolling · Sebastian Schlund · Florian Michahelles
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1873283
Original Research
Published
Study of deep learning cues for cross linguistic part of speech tagging in English– Malayalam code-mixed data
Parvathy Padmakumar · Shreya S. Nair · A. K. Prajisha · S. Thara
Frontiers in Big Data
doi 10.3389/fdata.2026.1888885
Original Research
Published
Graph Neural Networks with dilated convolutions for geomagnetic field forecasting: a single-station topological approach
Bryan Tipán · Ericson López · William Carvajal · Leonel Guamán
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2026.1854971
Original Research
Published
HSD-Net: a dual-branch CNN-BiLSTM network with hybrid cepstral fusion for heart sound classification
Caijian Hua · Ye Tian · Liuying Li · Xia Zhou
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1883548
Original Research
Published
Deep learning for multi-step forecasting of stratospheric wind and temperature profiles over the Tibetan plateau
Xuechao Zhang · Zonghua Ding · ShuJi Sun · Xiaobin Wang · Song Yang · Liandong Dai · Zhimei Tang · Tianfei Zhou
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2026.1892441
Original Research
Published
Cyber-resilient flight architecture for software-defined UAVs using digital twin-based validation
I. C. Emeto · A. G. Adamu · I. H. Ezeh · E. C. Ochuba · C. A. Okoloegbo
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1827528
Original Research
Published
Detecting CycleGAN-Spoofed AIS data using a GAN fingerprinting method with LSTM-Based classification
S. M. Ashfaq uz Zaman · Faizan Qamar · Masnizah Mohd · Nur Hanis Sabrina Suhaimi · Amith Khandakar
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1804269
Original Research
Published
An explainable AI-driven hybrid SE-transformer architecture for robust knee osteoporosis classification from X-ray data
Sudhir Kumar Sangula · Siddique Ibrahim S. P.
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1853106
Original Research
Published
Confidence-driven adaptive time window for real-time driver fatigue detection in Level 2-3 autonomous vehicles: a multi-dataset validation study
Wantong Xie · Peng Xiao
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1857548
Original Research
Published
Deep learning model to predict COPD hospital admissions based on meteorological data: a medical meteorological forecast
Lei Zhang · Mingjie Zhang · Jinghong Zhang · Yajie Zhang · Tian Xie · Yipeng Ding · Shuyuan Chu · Haihong Wu
Frontiers in Big Data
doi 10.3389/fdata.2026.1687969
Original Research
Published
Evaluating sleep quality in a non-intrusive manner using contactless ballistocardiography and audio signals through a LSTM-TCN machine learning model
Dominic Jaworski · Tae-Ho Kim · Bohyung Choi · Edward J. Park
Frontiers in Network Physiology
doi 10.3389/fnetp.2026.1779111
Original Research
Published
Application of VMD–CNN–LSTM in mechanical fault diagnosis of pump station units
Fengshou Zhang · Mengmeng Cui · Hongyu Yang · Jing Feng · Qingqing Tian · Yu Tian · Lei Guo
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1777346
Original Research
Published
Discrete wavelet transform-driven optimized deep learning-based framework for dyslexia detection using EEG signals
Tabassum Gull Jan · Sajad Mohammad Khan · Sajid Yousuf Bhat · Zaid Ahmad Wani · Syed Immamul Ansarullah · Sami Alshmrany · Shafat Khan
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1765088
Original Research
Published
Renewable energy MicroGrid power forecasting: AI techniques with environmental perspective
Amanul Islam · Fazidah Othman
Frontiers in Environmental Chemistry
doi 10.3389/fenvc.2026.1759525
Original Research
Published
State estimation of lithium-ion batteries via electrochemical features and self-attention networks
Jinman Li · Yuxiao Wu
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1795223
Original Research
Published
An ensemble data-driven method for fault detection and diagnosis of digital control systems in nuclear power plants
Baimao Lei · Bohao Tian · Yingrong Yao · Chenyu Jiang · Jun Yang
Frontiers in Nuclear Engineering
doi 10.3389/fnuen.2025.1714098
Original Research
Published
Enhancing dementia and cognitive decline detection with large language models and speech representation learning
Karol Chlasta · Piotr Struzik · Grzegorz M. Wójcik
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1679664
Electronics
Published
Correction: A hybrid LSTM–transformer model for accurate remaining useful life prediction of lithium-ion batteries
Tianren Zhao · Yanhui Zhang · Minghao Wang · Wei Feng · Shengxian Cao · Gong Wang
Frontiers in Electronics
doi 10.3389/felec.2025.1693752
Communications and Networks
Published
Spatio-temporal beam-level traffic forecasting in 5G wireless systems using multi-task learning
Israel Tommy · Taoreed Akinola · Xiangfang Li · Lijun Qian
Frontiers in Communications and Networks
doi 10.3389/frcmn.2025.1658461