Minsu Chang

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Questions related from Minsu Chang

Regression problem requires Data augmentation?

Generally, data augmentation techniques have shown effectiveness for the classification problem. For example, SMOTE is widely used for imbalanced classification. How about the regression...

08 October 2021 307 0 View

Time series classification with sensor and human data?

Requirements Can anyone recommend papers of the below time-series classification? 　　 Background I have tried implementing a decision-making program. The input variables include: (1)...

25 August 2021 6,173 4 View

How to deploy deep networks model from MATLAB to Labview?

I am using Labview for control of an exoskeletal robot, and MATLAB for machine learning. Two years ago, I have successfully deployed shallow neural networks trained by MATLAB to Labview (By Using...

06 May 2020 9,935 5 View

Would you recommend any smart-watch for real-time heart-rate sensing?

I am looking for a commercial smart-watch for heart-rate sensing via Bluetooth. It's okay not to receive raw data because it is intended to implement biofeedback by communicating with a wearable...

20 April 2020 4,893 0 View

For multi-class classifcation, is it possible to apply a softmax function to ANFIS?

Dear honored researchers, Our research attempts to apply a machine-learning algorithm to a multi-class classification problem using robot data. Although ANFIS is applied as a machine learning...

10 December 2019 5,814 3 View

How to perform PSO-ANFIS(or RBFN) in multi-decision making(Classifcation)?

I've checked the PSO-ANFIS can perform the supervised learning as regression and binary classification for multi-input and single-output system (MISO) very well. However, I have no idea how to...

05 September 2019 1,579 6 View

Why does PSO or GA not used to train machine learning algorithm recently?

We are conducting the research that includes robot learning and machine learning using ANFIS (Adaptive Neuro-fuzy Reference System). I have a question about the recent machine learning...

28 August 2019 393 5 View

How to ensemble various neural network models trained from different data?

Dear researchers Objective: We've applied machine learning methods such as artificial neural networks, random forest, and support vector machines to predict stroke patient's recovery. Materials...

01 January 1970 9,375 6 View

How can I obtain gait speed from joint angle data ?

I have experimental lower-limb joint angle data by using an exoskeletal robot and end-effector robot. GRF(ground reaction force) data is not included. Does anyone know how to calculate gait...

01 January 1970 4,746 2 View