Progress prediction of Parkinson's disease based on graph wavelet transform and attention weighted random forest

A pansharpening scheme using spectral graph wavelet transforms and convolutional neural networks

(2021) Nidhi Saxena et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction

(2021) Biswajit Karan et al.   COMPUTER SPEECH AND LANGUAGE

Demystifying uncertainty in PM10 susceptibility mapping using variable drop-off in extreme-gradient boosting (XGB) and random forest (RF) algorithms

(2021) Omar F. AlThuwaynee et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Multiscale feature extraction from the perspective of graph for hob fault diagnosis using spectral graph wavelet transform combined with improved random forest

(2021) Xin Dong et al.   MEASUREMENT

A novel pre-processing technique in pathologic voice detection: Application to Parkinson’s disease phonation

(2021) D. Meghraoui et al.   Biomedical Signal Processing and Control

An efficient video summarization for surveillance system using normalized k-means and quick sort method

(2021) D. Minola Davids et al.   MICROPROCESSORS AND MICROSYSTEMS

Multiscale attention-based LSTM for ship motion prediction

(2021) Tao Zhang et al.   OCEAN ENGINEERING

Modeling and predicting the electricity production in hydropower using conjunction of wavelet transform, long short-term memory and random forest models

(2021) Mehdi Zolfaghari et al.   RENEWABLE ENERGY

Gait based Parkinson’s disease diagnosis and severity rating using multi-class support vector machine

(2021) B. Vidya et al.   APPLIED SOFT COMPUTING

CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection

(2021) Huan Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of Chi-square discretization algorithms to ensemble classification methods

(2021) Nuran Peker et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Hybrid Approach for Parkinson’s Disease diagnosis with Resonance and Time-Frequency based features from Speech signals

(2021) Jinee Goyal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improving Naive Bayes for Regression with Optimized Artificial Surrogate Data

(2020) Michael Mayo et al.   APPLIED ARTIFICIAL INTELLIGENCE

Remote Tracking of Parkinson's Disease Progression Using Ensembles of Deep Belief Network and Self-Organizing Map

(2020) Mehrbakhsh Nilashi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Early diagnosis of Parkinson’s disease using machine learning algorithms

(2020) Zehra Karapinar Senturk   MEDICAL HYPOTHESES

Imprecise weighted extensions of random forests for classification and regression

(2020) Lev V. Utkin et al.   APPLIED SOFT COMPUTING

A novel multi-task linear mixed model for smartphone-based telemonitoring

(2020) Hyunsoo Yoon et al.   EXPERT SYSTEMS WITH APPLICATIONS

Speech Based Estimation of Parkinson’s Disease Using Gaussian Processes and Automatic Relevance Determination

(2020) Vladimir Despotovic et al.   NEUROCOMPUTING

Discrete wavelet transform based data representation in deep neural network for gait abnormality detection

(2020) Jayeeta Chakraborty et al.   Biomedical Signal Processing and Control

Parkinson disease detection using energy direction features based on EMD from voice signal

(2020) Tao Zhang et al.   Biocybernetics and Biomedical Engineering

Local discriminant preservation projection embedded ensemble learning based dimensionality reduction of speech data of Parkinson’s disease

(2020) Yuchuan Liu et al.   Biomedical Signal Processing and Control

Towards a speech therapy support system based on phonological processes early detection

(2020) Maria Helena Franciscatto et al.   COMPUTER SPEECH AND LANGUAGE

A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

(2020) Seçkin Karasu et al.   ENERGY

Attention-based sentiment analysis using convolutional and recurrent neural network

(2020) Mohd Usama et al.   Future Generation Computer Systems-The International Journal of eScience

A novel ensemble of random forest for assisting diagnosis of Parkinson's disease on small handwritten dynamics dataset

(2020) Shoujiang Xu et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Deep neural network models for computational histopathology: A survey

(2020) Chetan L. Srinidhi et al.   MEDICAL IMAGE ANALYSIS

An analytical method for measuring the Parkinson’s disease progression: A case on a Parkinson’s telemonitoring dataset

(2019) Mehrbakhsh Nilashi et al.   MEASUREMENT

Parkinson disease prediction using intrinsic mode function based features from speech signal

(2019) Biswajit Karan et al.   Biocybernetics and Biomedical Engineering

EA-LSTM: Evolutionary attention-based LSTM for time series prediction

(2019) Youru Li et al.   KNOWLEDGE-BASED SYSTEMS

A weighted random survival forest

(2019) Lev V. Utkin et al.   KNOWLEDGE-BASED SYSTEMS

Random forest and artificial neural networks in landslide susceptibility modeling: a case study of the Fão River Basin, Southern Brazil

(2019) Guilherme Garcia de Oliveira et al.   NATURAL HAZARDS

A hybrid-wavelet model applied for forecasting PM2.5 concentrations in Taiyuan city, China

(2019) Ping Wang et al.   Atmospheric Pollution Research

A hybrid intelligent system for the prediction of Parkinson's Disease progression using machine learning techniques

(2018) Mehrbakhsh Nilashi et al.   Biocybernetics and Biomedical Engineering

SSAW: A new sequence similarity analysis method based on the stationary discrete wavelet transform

(2018) Jie Lin et al.   BMC BIOINFORMATICS

Using recursive feature elimination in random forest to account for correlated variables in high dimensional data

(2018) Burcu F. Darst et al.   BMC GENETICS

A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform

(2018) C. Okan Sakar et al.   APPLIED SOFT COMPUTING

Automatic detection of Parkinson’s disease based on acoustic analysis of speech

(2018) Diogo Braga et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Novel Positive Transfer Learning Approach for Telemonitoring of Parkinson’s Disease

(2018) Hyunsoo Yoon et al.   IEEE Transactions on Automation Science and Engineering

Applying a multistage of input feature combination to random forest for improving MRT passenger flow prediction

(2018) Lijuan Liu et al.   Journal of Ambient Intelligence and Humanized Computing

BP neural networks and random forest models to detect damage by Dendrolimus punctatus Walker

(2018) Zhanghua Xu et al.   JOURNAL OF FORESTRY RESEARCH

Diagnosis of Parkinson’s disease using modified grey wolf optimization

(2018) Prerna Sharma et al.   Cognitive Systems Research

Empirical Wavelet Transform Based Features for Classification of Parkinson’s Disease Severity

(2017) Qi Wei Oung et al.   JOURNAL OF MEDICAL SYSTEMS

ParkinsoNET: Estimation of UPDRS Score Using Hubness-Aware Feedforward Neural Networks

(2016) Krisztian Buza et al.   APPLIED ARTIFICIAL INTELLIGENCE

Addressing voice recording replications for tracking Parkinson’s disease progression

(2016) Lizbeth Naranjo et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Image reconstruction of compressed sensing MRI using graph-based redundant wavelet transform

(2016) Zongying Lai et al.   MEDICAL IMAGE ANALYSIS

Assessment of Parkinson's disease progression using neural network and ANFIS models

(2016) J. Hlavica et al.   Neural Network World

A Gaussian mixture framework for incremental nonparametric regression with topology learning neural networks

(2016) Zhiyang Xiang et al.   NEUROCOMPUTING

Discussion on the Choice of Decomposition Level for Wavelet Based Hydrological Time Series Modeling

(2016) Moyuan Yang et al.   Water

Parkinson disease male-to-female ratios increase with age: French nationwide study and meta-analysis

(2015) Frédéric Moisan et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

A comparison of regression methods for remote tracking of Parkinson’s disease progression

(2011) Ömer Eskidere et al.   EXPERT SYSTEMS WITH APPLICATIONS