Muhammad Ali

26 Questions 44 Answers 0 Followers

Questions related from Muhammad Ali

How can we create artifical datasets in MATLAB based on some real-datasets?

I have real time datasets of 3 years dealing with energy management of households. Now these datasets are not enough to conclude that my model will perform well on every situation. For that, i...

09 September 2019 7,740 10 View

What exact methods are available to solve mathematical optimization problems?

For instance, if i formulate mathematical equations to solve multi-objective optimization problem (1 value should decrease while other value should increase at the same time) then what algorithm...

05 May 2019 4,751 14 View

How to evaluate reinforcement learning model?

I am relatively new to reinforcement learning and have been experiencing with a reinforcement learning model to make decisions based on human activities (dynamic environment). Appreciate if...

05 May 2019 9,178 5 View

What is offline and online experimental analysis?

While reading the literature most of papers are based on these words.Normally these words are quoted to check the effectiveness of proposed method. What is the actual difference between these?Does...

02 February 2019 5,913 8 View

How to remove uncertainty from forecasting models?

I have seen quality papers indicating a notorious issue "uncertainty" in prediction/forecasting models. 1).What are the best ways to measure uncertainty in forecasting models? 2).Potential...

02 February 2019 3,328 3 View

How to adjust deep learning parameters using Particle swarm optimization (PSO)?

As success of deep learning depends upon appropriately setting of its parameters to achieve high-quality results. The number of hidden layers and the number of neurons in each layer of a deep...

01 January 2019 4,634 8 View

Is ambient intelligence similar to Context awareness or machine learning?

I want to implement Ambient intelligence in my research with a prime focus on Smart home automation. Is ambient intelligence is quite same as Context awareness or machine learning? I want to...

01 January 2019 3,532 6 View

Does anybody has a dataset of SMART HOME covering the electricity consumption of different appliances?

I am conducting research on Intelligent Energy management with specific attention to modern 'smart homes' using artificial intelligence algorithms.But,i couldn't find any dataset covering...

12 December 2018 7,586 3 View

Which are the latest Optimization techniques in artificial intelligence for solving Power system problems ?

My project work is optimization in power system using artificial intelligence (like fault location and classification,load forecasting and context awareness and IoT. etc ) and I have used PSO...

10 October 2018 9,202 2 View

Why Symbolic Aggregate approXimation (SAX) is preffered for time series data in substations instead of Discrete Fourier Transformation (DFT), DWT?

I want to identify fault and load patterns (signatures) from time series data of power measurements at distribution substations, principally via machine-learning and data mining and related...

05 May 2018 7,155 1 View

Can we use classification learner App in Matlab for Multi class problem?

It is obvious that we can use it for binary classification having 2 classes.What if we have 3 classes?.I have seen functions like SVMtrain,FITCSVM,SVMCLASSIFY in Matlab. But,i was wondering if we...

07 July 2017 1,598 4 View

Machine learning and Smart grids question?

What are the applications of Machine learning/deep learning for securing smart grids.Any insight on this will be warmly appreciated.

03 March 2017 7,727 3 View

How to create sample-data windows for training ANN?

i have already pre-processed and scaled down input patterns between -1 and +1.Now i want to create data windows using MATLAB for further training.Example is attached

12 December 2016 2,787 2 View

Can we use nonlinear multilayer recursive Artificial Neural Networks (ANNs) for modelling inverse transfer functions of the transformers ?

I want to implement nonlinear multilayer recursive Artificial Neural Networks (ANNs) for instrument transformer correction.

12 December 2016 2,353 5 View

How to generate training data/Patterns from obtained current and voltage waveforms?

I want to train Artificial Neural Networks (ANNs) from current and voltage waveforms. Structure is shown in attach figure.

12 December 2016 1,026 6 View

Can i run a Code generated by Matlab coder in visual studio?

Matlab Coder and Visual studio 2015

11 November 2016 2,681 0 View

What is the best way to train ANN from EMTP ATP-generated signals.?

I have generated my dataset.Now i want to train them with ANN tool of MATLAB.

11 November 2016 862 14 View

Can we implement Machine learning / Deep learning in C language? Any Source code for SVM or Neural Networks in C,C++ or JAVA Language?

I have generated my model and Code in MATLAB.I want to transform this code into C,C++ or even JAVA to implant is practical Workstation.

11 November 2016 7,547 5 View

How can i train a Data for CT(current Transformor) saturation detection using Neural Network toolbox in MATLAB?

I want to train a dataset for detection of CT saturation using Neural Networks/ SVMS.

11 November 2016 2,435 8 View

How can we define these terms in Deep Neural Network? These terms are more confusing to Machine learning researchers?

Decay Steps ? e.g 200 Base decay ? e.g 0.99 SGD Batch size ? e.g 128

11 November 2016 8,223 4 View

Can we use Simulink (MATLAB) for Deep learning?

i want to detect unwanted faults in sysytems using Neural Network toolbox in Simulink of MATLAB

11 November 2016 5,735 3 View

Can we use SVM,s in deep learning research?

There is a misconception that Support vector machine are only utilized in straight forward Machine learning.Can SVM is deep learning classifier?.Needs your noble opinions/views?

11 November 2016 3,882 9 View

While training DATASET in Machine learning what parameters should we consider to improve more accuracy?

In SVM or Neural Networks how can we verify that we trained our data correctly?

10 October 2016 4,497 10 View

How can we create dataset for CT saturation to implement SVM(Support vector machines) and Neural Networks?

Electrical Power Systems Big Data & Machine learning

09 September 2016 1,976 4 View

How to create a dataset for CT saturation to implement in Machine learning Concept ?

Power Systems and Machine learning

09 September 2016 8,260 6 View

Can anyone suggest a dataset for fault detection in Transformer?

Deep Learning & Electrical Power Machine Learning

09 September 2016 9,276 0 View