Muhammad Ali

12 Questions 21 Answers 0 Followers

Questions related from Muhammad Ali

Formula to compute % improvement in accuracy?

What is the best way to calculate the % improvement in accuracy? For instance, if proposed technique achieve precision of 0.85 and SVM 0.78. what could be the formula to compute % improvement in...

16 September 2021 2,515 7 View

Can we classify HV and LV lines based on line length?

I have dataset which shows the length of power lines. I need to classify the lines based on the line length. Is there a rule to classify the High voltage (HV) and low voltage (LV) lines based on...

04 March 2021 4,575 4 View

Is it possible to estimate load (power consumption) of house based on occupancy of people and number of rooms ?

I am trying to estimate load profile for different houses based on occupancy profiles, number of people, total rooms, and age factor. Is there a way to estimate energy consumption based on the...

12 June 2020 4,345 14 View

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...

08 September 2019 5,066 9 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...

11 February 2019 7,434 7 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...

21 January 2019 9,977 8 View

Which programming language is most suited for implementing Context-aware systems and Ambient intelligence?

I need to develop a model for adaptive decisions using Context-aware concept.I am looking for a best available programming language which is easy to handle and save my time.

09 January 2019 7,391 3 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 9,145 5 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...

11 December 2018 8,031 3 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.

09 December 2016 5,071 4 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.

23 November 2016 6,540 7 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

21 September 2016 6,259 2 View