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References from iTransKAN: A deep chemometric model for enhanced heavy metal quantification via multi-scan cyclic voltammetry. Local targets link to admitted publications; unresolved targets remain external evidence.
AI-driven chemometric deep learning for monitoring oxidative degradation in polymer sports protective materials
2026 · External reference
Quality assessment of Brazilian olive oils by GC× GC–MS and chemometrics
10.1007/s00216-026-06321-8 · 2026 · External reference
AI-based analytical chemistry and smart chemometric computing for multisensor detection of chemical compounds in environmental systems
2026 · External reference
Stripping voltammetry meets chemometric: a powerful duo for pinpointing harmful As3+ ions in water
10.1007/s10800-024-02178-w · 2025 · External reference
Chemometric analysis of voltammetric-based sensing of heavy metal ions in aqueous solution for lead (Pb+2) ions
10.1016/j.jics.2023.101083 · 2023 · External reference
A review of multivariate modelling for x-ray fluorescence techniques
10.1016/j.chemolab.2026.105663 · 2026 · External reference
Application of NIR spectroscopy with machine learning in the food industry: A comprehensive review
10.1016/j.foodp.2026.100089 · 2026 · External reference
Machine learning assisted fluorescent sensor array for sensing applications
2026 · External reference
Assessment of groundwater vulnerability to heavy metals in four aquifers using machine learning algorithms
10.1016/j.jconhyd.2026.104853 · 2026 · External reference
AI-enhanced smart sensors for heavy metal detection in water treatment
10.1016/j.dwt.2026.101652 · 2026 · External reference
Bridging machine learning and peptide design for cancer treatment: a comprehensive review
10.1007/s10462-025-11148-3 · 2025 · External reference
Machine learning-driven simultaneous quantification of cd(II) and cu(II) on Co2P/CoP heterostructure: enhanced electrochemical signals via activated Co-P electron bridge
10.1016/j.jhazmat.2025.138030 · 2025 · External reference
A machine learning approach for copper detection by halim mediated zinc oxide nanosensor
10.1007/s40009-025-01865-2 · 2025 · External reference
Neural networks based fluorescence and electrochemistry dual-modal sensor for sensitive and precise detection of cadmium and lead simultaneously
10.1016/j.snb.2022.131922 · 2022 · External reference
A deep learning framework integrating CNN and BiLSTM for financial systemic risk analysis and prediction
2025 · External reference
A hybrid model based on transformer and mamba for enhanced sequence modeling
10.1038/s41598-025-87574-8 · 2025 · External reference
Detecting water contaminants using an electrochemical sensor based on improved transformer encoder with genetic algorithm
10.1016/j.jwpe.2026.110111 · 2026 · External reference
Optimizing vision transformers: Unveiling ‘focus and forget’ for enhanced computational efficiency
10.1109/access.2025.3540399 · 2025 · External reference
FPQ-itransformer: A novel itransformer-based model for accurate seawater salinity prediction
10.1016/j.envsoft.2025.106529 · 2025 · External reference
A multi-source feature engineering-enhanced framework for mid-to-long-term EV charging load forecasting: Integrating self-adaptive optimization and BiLSTM-itransformer predictor
10.1016/j.energy.2025.139020 · 2025 · External reference
FusionNet-FR: a DualNet transformer architecture using frequency modeling and relational learning for enhanced long-term time series forecasting
10.7717/peerj-cs.3620 · 2026 · External reference
Time series prediction of anaerobic digestion yield and carbon emissions from food waste based on itransformer model
10.1016/j.cej.2025.163064 · 2025 · External reference
TranSpikformer: Enhanced transformer-based spiking neural networks with uniform attention augmentation and depthwise convolutional positional encoding
10.1016/j.knosys.2026.115258 · 2026 · External reference
Enhancing multivariate time-series anomaly detection with positional encoding mechanisms in transformers: A. Alioghli, f. Okay
10.1007/s11227-024-06694-6 · 2025 · External reference
A survey of transformers and large language models for ECG diagnosis: advances, challenges, and future directions
10.1007/s10462-025-11259-x · 2025 · External reference
A deep learning-based hybrid method for PM2. 5 prediction in central and western China
10.1038/s41598-025-95460-6 · 2025 · External reference
Cyclic voltammetry insights into Ni/Al-carbonate hydrotalcite catalysis for methanol oxidation
10.1038/s41598-025-96933-4 · 2025 · External reference
Determination of paclobutrazol using square wave voltammetry based on a molecularly imprinted polymer and boron-doped copper oxide/graphene nanocomposite
10.1039/d4ay01947d · 2025 · External reference
Understanding the different effects of fouling mechanisms on working and reference electrodes in fast-scan cyclic voltammetry for neurotransmitter detection
10.1039/d3an02205f · 2024 · External reference
Avg-topk: A new pooling method for convolutional neural networks
10.1016/j.eswa.2023.119892 · 2023 · External reference
A improved pooling method for convolutional neural networks
10.1038/s41598-024-51258-6 · 2024 · External reference
A transformer based visual tracker with restricted token interaction and knowledge distillation
10.1016/j.knosys.2024.112736 · 2025 · External reference
Transformer-based hyperspectral image analysis for phenotyping drought tolerance in blueberries
10.1016/j.compag.2024.109684 · 2025 · External reference
Quantitative analyses of DPS and PEG-ppg in cu electrolyte using machine learning with artificial neural network
10.1016/j.electacta.2025.145640 · 2025 · External reference
Machine learning for voltammetric analysis of cu electroplating additives: electrochemically-guided design for dataset structure
10.1016/j.jelechem.2025.119552 · 2025 · External reference
Bridging KAN and MLP: MJKAN, a hybrid architecture with both efficiency and expressiveness
10.1016/j.icte.2025.11.010 · 2025 · External reference
Development and validation of a statistical prediction model for estimating soil lead contamination in a sloped shooting range zone using geochemical and geophysical data
2025 · External reference
Regression models for prediction and evaluation of water contamination
2025 · External reference
Cross-attention feature fusion network for robust estimation of Cd2+ and Pb2+ in water samples using cyclic voltammetry
10.1016/j.ceja.2026.101065 · 2026 · External reference
10.1007/s44373-025-00027-9 · 2025 · Admitted local publication
Enhancement of electrode surface hydrophilicity and selectivity with nafion-PSS composite for trace heavy metal sensing in electrochemical sensors
10.1016/j.aca.2024.343423 · 2025 · External reference
An electrochemical sensor using nickel-based metal-organic framework towards highly-sensitive detection of multiple heavy metal ions
10.1016/j.snb.2025.138352 · 2025 · External reference
Terbium-doped metal-organic frameworks: Dielectric and ferroelectric properties with enhanced electrochemical sensing for heavy metal ion detection
2025 · External reference
Lithium detection with microfluidic electrochemical sensor: Proof of concept enhancements by dean flow and lithium manganese oxide
10.1149/ma2025-01592823mtgabs · 2025 · External reference
Electrocatalytic reduction and sensing of hazardous cr (VI) in water samples using in situ functionalized vanillin-catechol derivative/MWCNT-modified electrode
10.1007/s10008-024-06096-x · 2025 · External reference
The effects of lead, cadmium and arsenic exposure alone or in combination on neurotoxicity through neural signaling pathways
2025 · External reference
A review on microbial-integrated techniques as promising cleaner option for removal of chromium, cadmium and lead from industrial wastewater
10.1016/j.jwpe.2022.102727 · 2022 · External reference
Hidden hazards in urban soils: A meta-analysis review of global heavy metal contamination (2010–2022), sources and its ecological and health consequences
10.1080/27658511.2023.2293239 · 2024 · External reference
Atmospheric deposition of pb and cd in the cedrus atlantica for environmental biomonitoring
10.1007/s11355-022-00503-z · 2022 · External reference
An ultra-precise fast Fourier transform
2024 · External reference
Wasserstein generative adversarial network with gradient penalty and threshold-enhanced for imbalanced panel data for financial fraud detection
2026 · External reference
Optimization of the electronic nose sensor array for asthma detection based on genetic algorithm
10.1109/access.2023.3291451 · 2023 · External reference
Enhancing long range E-nose based pineapple ripeness classification through odor transfer and wavelet transform
2026 · External reference
Clustering-based and multicollinearity feature selection in macroeconomic indicators for predicting loan losses
2025 · External reference
Cyclical learning rate optimization on deep learning model for brain tumor segmentation
10.1109/access.2023.3326475 · 2023 · External reference
Augmented data low confidence (ADLC): A confidence-driven data augmentation framework with ensemble optimization for enhanced machine learning performance
10.1109/access.2025.3636729 · 2025 · External reference
Time-series vision transformer based on cross space-time attention for fault diagnosis in fused deposition modelling with reconstruction of layer-wise data
10.1016/j.jmapro.2024.01.082 · 2024 · External reference
Improved robustness of vision transformers via prelayernorm in patch embedding
10.1016/j.patcog.2023.109659 · 2023 · External reference
Vision transformers inference acceleration based on adaptive layer normalization
10.1016/j.neucom.2024.128524 · 2024 · External reference
Performance analysis of activation functions in molecular property prediction using message passing graph neural networks
10.1016/j.chemphys.2024.112591 · 2025 · External reference
DropBlock: A structured regularisation technique for mitigating membership inference attacks (MIAs) in machine learning models
10.1016/j.icte.2026.01.006 · 2026 · External reference
Application of Self2Self self-supervised denoising framework to airborne gamma-ray spectrometry data
10.1016/j.apradiso.2026.112468 · 2026 · External reference
RBF-KAN: Radial basis function-Kolmogorov-Arnold networks
2026 · External reference
Medkan: An advanced kolmogorov-arnold network for medical image classification
2025 · External reference
Dynamic model selection in enterprise forecasting systems using sequence modeling
10.1016/j.dss.2025.114439 · 2025 · External reference
Strategic enhancements in electricity price forecasting: The role of XGBoost and error correction features
10.1016/j.rineng.2025.105609 · 2025 · External reference
Heavy metals concentration in soils across the conterminous USA: Spatial prediction, model uncertainty, and influencing factors
10.1016/j.scitotenv.2024.170972 · 2024 · External reference
Hybrid machine learning approach integrating GMDH and SVR for heavy metal concentration prediction in dust samples
10.1007/s11356-024-34795-5 · 2025 · External reference
Comparison between machine linear regression (MLR) and support vector machine (SVM) as model generators for heavy metal assessment captured in biomonitors and road dust
10.1016/j.envpol.2022.120227 · 2022 · External reference
Machine learning-assisted fluorescence/smartphone dual-mode platform for lead ion detection using the novel polyimide covalent organic framework
10.1016/j.talanta.2025.128346 · 2025 · External reference
