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[Related PubMed/MEDLINE]
Total Number of Papers: 93
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| Abbreviation |
: MLPNN |
| Long Form |
: multilayer perceptron neural network |
|
| No. |
Year |
Title |
Co-occurring Abbreviation |
| 1 |
2023 |
Automatic measurement and prediction of Chinese Grown Pigs weight using multilayer perceptron neural networks. |
RMSE |
| 2 |
2023 |
Can we explain machine learning-based prediction for rupture status assessments of intracranial aneurysms? |
AUC, BART, IA, LIME, LR, ML, RF, SHAP, SVM, XGBoost |
| 3 |
2023 |
Machine learning for prediction of soil CO2 emission in tropical forests in the Brazilian Cerrado. |
ANFIS, CCA, GRNN, GS, ML, RBFNN, RE, RF, RMSE |
| 4 |
2022 |
Beam Offset Detection in Laser Stake Welding of Tee Joints Using Machine Learning and Spectrometer Measurements. |
DT, LR, LVQ, NSGAII, RF, SVM |
| 5 |
2022 |
Classification of Marine Mammals Using the Trained Multilayer Perceptron Neural Network with the Whale Algorithm Developed with the Fuzzy System. |
WOA |
| 6 |
2022 |
Combining data-intelligent algorithms for the assessment and predictive modeling of groundwater resources quality in parts of southeastern Nigeria. |
MLR, OIP, WQI |
| 7 |
2022 |
Data-Driven Techniques for Evaluating the Mechanical Strength and Raw Material Effects of Steel Fiber-Reinforced Concrete. |
CA, FA, MAE, RMSE, SFRC, SP |
| 8 |
2022 |
Designing a new fast solution to control isolation rooms in hospitals depending on artificial intelligence decision. |
AI |
| 9 |
2022 |
Ensemble Model for Diagnostic Classification of Alzheimer's Disease Based on Brain Anatomical Magnetic Resonance Imaging. |
AD, ADNI, AI, DT, GB, KNN, ML, NB, RF, SVM, XGB |
| 10 |
2022 |
Evaluation of Multi-layer Perceptron Neural Networks in Predicting Ankle Dorsiflexion in Healthy Adults using Movement-related Cortical Potentials for BCI-Neurofeedback Applications. |
BCI, BCI-NFT, MRCP |
| 11 |
2022 |
In-Depth Analysis of Cement-Based Material Incorporating Metakaolin Using Individual and Ensemble Machine Learning Approaches. |
DT, MK, ML, RF, SHAP |
| 12 |
2022 |
Machine Learning Models for Predicting Breast Cancer Risk in Women Exposed to Blue Light from Digital Screens. |
ML, RF, SVM |
| 13 |
2022 |
Machine learning-based system for prediction of ascites grades in patients with liver cirrhosis using laboratory and clinical data: design and implementation study. |
CV, KNN, ML, SVM |
| 14 |
2022 |
Modeling ocean surface chlorophyll-a concentration from ocean color remote sensing reflectance in global waters using machine learning. |
Chl-a, NOMAD |
| 15 |
2022 |
New insights into permeability determination by coupling Stoneley wave propagation and conventional petrophysical logs in carbonate oil reservoirs. |
AAD, ANFIS, CMIS, CSA, EOR, GA, LS-SVM, NMR, PSO, RBFNN, SDR |
| 16 |
2022 |
Predictive modeling of Persian walnut (Juglans regia L.) in vitro proliferation media using machine learning approaches: a comparative study of ANN, KNN and GEP models. |
GEP, KNN, MAE, ML, MLR, PGRs, PSO, RMSE, STN, VIT |
| 17 |
2022 |
Probabilistic Approach to COVID-19 Data Analysis and Forecasting Future Outbreaks Using a Multi-Layer Perceptron Neural Network. |
CFR |
| 18 |
2022 |
Smart Cognitive IoT Devices Using Multi-Layer Perception Neural Network on Limited Microcontroller. |
AI, CIoT, IoT |
| 19 |
2022 |
Spatial Prediction of Current and Future Flood Susceptibility: Examining the Implications of Changing Climates on Flood Susceptibility Using Machine Learning Models. |
FSMs, GBM, NB, RF |
| 20 |
2022 |
Using Machine Learning Algorithms to Estimate the Compressive Property of High Strength Fiber Reinforced Concrete. |
AdaBoost, HSC, MAE, ML, RMSE, SFRHSC |
| 21 |
2021 |
Classification of sleep apnea using EMD-based features and PSO-trained neural networks. |
BP, EMD, HRV, IMF, KNN, LDA, OSA, PSO, SVM |
| 22 |
2021 |
Dosimetric Uncertainties in Dominant Intraprostatic Lesion Simultaneous Boost Using Intensity Modulated Proton Therapy. |
CBCT, CT, DIL, OARs, SIB |
| 23 |
2021 |
Generalization aspect of accurate machine learning models for CSI-based localization. |
CSI, KNN, RSSI |
| 24 |
2021 |
Generalized Deep Learning EEG Models for Cross-Participant and Cross-Task Detection of the Vigilance Decrement in Sustained Attention Tasks. |
TCN, TCN-AE |
| 25 |
2021 |
Load frequency control for multi-area power systems: A new type-2 fuzzy approach based on Levenberg-Marquardt algorithm. |
GDA, IT2FIS, LFC, LMA |
| 26 |
2021 |
Predicting Risk of Antenatal Depression and Anxiety Using Multi-Layer Perceptrons and Support Vector Machines. |
--- |
| 27 |
2021 |
Predictive Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Artificial Intelligence Approaches: MLPNN, ANFIS, and GEP. |
ANFIS, GEP, SF |
| 28 |
2021 |
Predictive modelling of piezometric head and seepage discharge in earth dam using soft computational models. |
GMDH, GP, MARS, SVM |
| 29 |
2021 |
The Most Common Relationship of a Midface Fracture in Maxillofacial Trauma Study. |
--- |
| 30 |
2020 |
Adaptive respiratory signal prediction using dual multi-layer perceptron neural networks. |
RMSE, RPM |
| 31 |
2020 |
An optimized design of seizure detection system using joint feature extraction of multichannel EEG signals. |
CenCorrEn, EEG, EEMD, IMFs, LS-SVM, RF, TQWT |
| 32 |
2020 |
Analysis of statistical coefficients and autoregressive parameters over intrinsic mode functions (IMFs) for epileptic seizure detection. |
AR, CA, EEG, EMD, IMFs |
| 33 |
2020 |
Drought index prediction using advanced fuzzy logic model: Regional case study over Kumaon in India. |
ACF, CANFIS, MLR, PACF, SPI |
| 34 |
2020 |
Letter to the editor "comparing artificial intelligence techniques for chlorophyll-a prediction in US lakes". |
ANFIS, ANFIS_SC, Chl a, SD, TB, TN, TP |
| 35 |
2020 |
Modelling Agriculture, Forestry and Other Land Use (AFOLU) in response to climate change scenarios for the SAARC nations. |
AFOLU, ANN, FAO, IPCC, SAARC |
| 36 |
2020 |
On-Device Reliability Assessment and Prediction of Missing Photoplethysmographic Data Using Deep Neural Networks. |
CNN, LSTM, MAE, MSPM, PPG, PRAM, RMSE, SDAE |
| 37 |
2020 |
Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition. |
AE, IoT, LiSSA, RBFNN, SVM |
| 38 |
2020 |
Robust Classification of Intramuscular EMG Signals to Aid the Diagnosis of Neuromuscular Disorders. |
BMMV, FDs, iEMG, LWT |
| 39 |
2020 |
Traffic Crash Severity Prediction-A Synergy by Hybrid Principal Component Analysis and Machine Learning Models. |
PCA, RTC, SVM |
| 40 |
2019 |
A clinical text classification paradigm using weak supervision and deep representation. |
CNN, NLP, RF, SVM |
| 41 |
2019 |
A Deep Neural Network-Based Pain Classifier Using a Photoplethysmography Signal. |
DBN, NRS, PPG, SVM |
| 42 |
2019 |
Combining gene expression programming and genetic algorithm as a powerful hybrid modeling approach for pear rootstocks tissue culture media formulation. |
GA, GEP, MLR, RBFNN |
| 43 |
2019 |
Comparing artificial intelligence techniques for chlorophyll-a prediction in US lakes. |
ANFIS, ANFIS_GP, ANFIS_SC, Chl a, SD, TB, TN, TP |
| 44 |
2019 |
Computer algorithm can match physicians' decisions about blood transfusions. |
--- |
| 45 |
2019 |
Gait Phase Classification and Assist Torque Prediction for a Lower Limb Exoskeleton System Using Kernel Recursive Least-Squares Method. |
KRLS, SVM |
| 46 |
2019 |
Hierarchical Poincare analysis for anaesthesia monitoring. |
BIS, EEG, EMG, RMSE |
| 47 |
2019 |
Nondestructive detection of apple crispness via optical fiber spectroscopy based on effective wavelengths. |
FW, PLS, RBNN, SPA, x-LW |
| 48 |
2019 |
SVR-RSM: a hybrid heuristic method for modeling monthly pan evaporation. |
Epan, NSE, RSM, SVR |
| 49 |
2019 |
Two hybrid data-driven models for modeling water-air temperature relationship in rivers. |
AI, ANFIS, DOY, MAE, MLR, RMSE, RWT, WT |
| 50 |
2018 |
A unified non-linear approach based on recurrence quantification analysis and approximate entropy: application to the classification of heart rate variability of age-stratified subjects. |
ApEn, HRV, RD, RMSSD, RQA, RRi, SVM |
| 51 |
2018 |
Automated epileptic seizures detection using multi-features and multilayer perceptron neural network. |
EEG |
| 52 |
2018 |
Automatic segmentation of vertebrae in 3D CT images using adaptive fast 3D pulse coupled neural networks. |
APCNN, CT, DI, PCNN |
| 53 |
2018 |
Modeling daily water temperature for rivers: comparison between adaptive neuro-fuzzy inference systems and artificial neural networks models. |
ANFIS, ANFIS_GP, ANFIS_SC, CGC, Ta |
| 54 |
2017 |
A False Alarm Reduction Method for a Gas Sensor Based Electronic Nose. |
E-Noses, GRNN, k-NN, MMM, RBFNN, SVM |
| 55 |
2017 |
Computer-Assisted Diagnosis System for Breast Cancer in Computed Tomography Laser Mammography (CTLM). |
AROC, CTLM, GLCM, VOI |
| 56 |
2017 |
Emotion recognition based on EEG features in movie clips with channel selection. |
BCI, EEG, kNN |
| 57 |
2017 |
Extreme learning machines: a new approach for modeling dissolved oxygen (DO) concentration with and without water quality variables as predictors. |
DO, ELM, MAE, MLR, NSE, OP-ELM, OS-ELM, RMSE, S-ELM, USGS |
| 58 |
2017 |
Prediction of thermal conductivity of polyvinylpyrrolidone (PVP) electrospun nanocomposite fibers using artificial neural network and prey-predator algorithm. |
ANNs, MWCNTs, PVP |
| 59 |
2017 |
Ratiometric Decoding of Pheromones for a Biomimetic Infochemical Communication System. |
LDA, PNN, SAWR |
| 60 |
2016 |
A High Precision Approach to Calibrate a Structured Light Vision Sensor in a Robot-Based Three-Dimensional Measurement System. |
RAC |
| 61 |
2016 |
An algorithm for sleep apnea detection from single-lead ECG using Hermite basis functions. |
ECG, KNN, LS-SVM, per-segment, RBF, SVM |
| 62 |
2016 |
Elbow joint angle and elbow movement velocity estimation using NARX-multiple layer perceptron neural network model with surface EMG time domain parameters. |
iEMG, NARX, sEMG, ZC |
| 63 |
2016 |
Linear and nonlinear models for predicting fish bioconcentration factors for pesticides. |
BCFs, MLR, PPR |
| 64 |
2016 |
Multilayer perceptron neural network-based approach for modeling phycocyanin pigment concentrations: case study from lower Charles River buoy, USA. |
MLR, PC |
| 65 |
2015 |
Investigation of the relationship between anxiety and heart rate variability in fibromyalgia: A new quantitative approach to evaluate anxiety level in fibromyalgia syndrome. |
BAI, FMS, HAM-A, HF, HRV, WPT |
| 66 |
2015 |
MLPNN Training via a Multiobjective Optimization of Training Error and Stochastic Sensitivity. |
ST-SM |
| 67 |
2015 |
The use of artificial neural networks to predict delayed discharge and readmission in enhanced recovery following laparoscopic colorectal cancer surgery. |
ANNs, ERAS |
| 68 |
2014 |
An Automated MR Image Segmentation System Using Multi-layer Perceptron Neural Network. |
CSF, GM, MR, WM |
| 69 |
2014 |
Computer-supported diagnosis for endotension cases in endovascular aortic aneurysm repair evolution. |
AAA, EVAR, GLCM, GLDM, GLRLM, k-NN, RLMLCM, SVM |
| 70 |
2014 |
ECG Beats Classification Using Mixture of Features. |
ECG |
| 71 |
2012 |
An analog multilayer perceptron neural network for a portable electronic nose. |
--- |
| 72 |
2012 |
QSPR-based estimation of the half-lives for polychlorinated biphenyl congeners. |
GA, GATS8e, Lop, MLR, PCB, SVR |
| 73 |
2011 |
Cytotoxicity estimation of ionic liquids based on their effective structural features. |
GA, MLR |
| 74 |
2011 |
Epileptic seizure detection using probability distribution based on equal frequency discretization. |
EEG, EFD |
| 75 |
2011 |
Quantitative and qualitative prediction of corneal permeability for drug-like compounds. |
CPNN, HCA, LP, MLR, PCA, VLP |
| 76 |
2010 |
Can neural network able to estimate the prognosis of epilepsy patients according to risk factors? |
--- |
| 77 |
2010 |
Determination of a new VLF band in HRV for ventricular tachyarrhythmia patients. |
HRV, VLF, WP |
| 78 |
2010 |
Recurrent neural networks for diagnosis of carpal tunnel syndrome using electrophysiologic findings. |
CTS, RNNs |
| 79 |
2009 |
Eigenvector methods for automated detection of electrocardiographic changes in partial epileptic patients. |
CNN, ME, MME |
| 80 |
2009 |
Statistics over features: EEG signals analysis. |
EEG, PSD |
| 81 |
2008 |
A radial basis function neural network (RBFNN) approach for structural classification of thyroid diseases. |
RBFNN |
| 82 |
2008 |
Complex-bilinear recurrent neural network for equalization of a digital satellite channel. |
C-BLRNN, DFE, TWTA |
| 83 |
2008 |
Diverse and composite features for ECG signals processing. |
ECG, ME, MME, RNN |
| 84 |
2008 |
Localized generalization error model and its application to architecture selection for radial basis function neural network. |
CV, RBFNN, SVM, UCI |
| 85 |
2007 |
Differentiation of certified brands of origins of Spanish white wines by HS-SPME-GC and chemometrics. |
CBO, GC-MS, HS-SPME-GC, LDA, PCA |
| 86 |
2006 |
Ethyl alcohol production optimization by coupling genetic algorithm and multilayer perceptron neural network. |
--- |
| 87 |
2006 |
Wavelet-based neural network analysis of internal carotid arterial Doppler signals. |
WT |
| 88 |
2005 |
Automatic seizure detection in EEG using logistic regression and artificial neural network. |
ANNs, AR, LR, MUSIC, ROC |
| 89 |
2005 |
Classification of EEG signals using neural network and logistic regression. |
ANN, CWT, EEG, LBDWT, LR, ROC |
| 90 |
2005 |
Determining variability of ophthalmic arterial Doppler signals using Lyapunov exponents. |
ROC |
| 91 |
2004 |
Detecting variability of internal carotid arterial Doppler signals by Lyapunov exponents. |
ROC |
| 92 |
2004 |
Detection of ophthalmic arterial doppler signals with Behcet disease using multilayer perceptron neural network. |
AR, LS |
| 93 |
2004 |
Wavelet-based neural network analysis of ophthalmic artery Doppler signals. |
--- |
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