Deep Learning

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Questions related to Deep Learning

How are uncertainty and constraints taken into account in Reinforcement Learning?

Hello Everyone, I am recently working on the topic " Deep Reinforcement Learning in production scheduling". Most recently I am working on the simulation of the environment, the state and action...

02 December 2021 1,386 3 View

Intrusion Detection System based on machine learning or deep learning for iot using kaggle or google colab?

there are any examples of projects for Intrusion Detection System based on machine learning or deep learning for iot using kaggle or google colab?

29 November 2021 1,071 2 View

Earth Engine Coder - what is an effective amount of land use classes for land use classification?

I attempted to do land use classification (CART classifier in GEE) using the 2020 South African National Land Cover Map as training data (73 classes) (although only 53 of the classes occur in my...

16 November 2021 7,948 1 View

Can I have multiple SEM models with different IVs in one paper?

Hello All, I have: # 3 IVs: IV-A, IV-B, IV-C # 2 MVs: MV-A, MV-B # 1 DV: DV The model is IV--> MV-A, MV-B --> DV, with parallel mediation by MV-A and MV-B. I want to show that IV-A...

16 November 2021 8,166 0 View

Could bacteriophages be used to treat autoimmune conditions such as multiple sclerosis?

there are numerous drugs for newly diagnosed, treatments are needed to enable repair and remyelination.

27 October 2021 4,932 5 View

Deep learning algorithms for bearing lifespan prediction?

A lot of deep learning algorithms (i.e. CNN, RNN, DBN, etc.) for bearing lifespan prediction have been reported. Each one has its respective pros and cons. But is there any technique that has been...

22 October 2021 2,322 2 View

Is it possible to extract rolling bearing slip characteristics from SIMPACK outputs?

I have used SIMPACK FE 88 to model roller bearings. Does anyone know, if there is a simple way to extract slip/skid occurring in the bearings from the outputs provided by SIMPACK? I'm unable to...

22 October 2021 9,740 0 View

Vehicle nonlinear model predictive control?

I am working on a lateral trajectory tracking controller based on nonlinear vehicle model. I don't know whether the lateral velocity and yaw rate need to be added to the variables in the state...

04 October 2021 5,807 2 View

What are the effects of feature selection/feature reduction in class imbalance learning?

Class imbalanced dataset has dissimilarity in class distribution. One class may have fewer or higher instances than the other. What are the effects of feature selection/feature reduction in...

01 October 2021 1,997 3 View

Is the Roche limit of black holes their event horizon?

As the 'Roche limit' is defined the distance within which the gravitational field of a large body is strong enough to prevent any smaller body from being held together by gravity. So, my thought...

19 September 2021 8,675 3 View

Is there any specific requirements should be taken to account when doing simulation for cold storages by Energy plus?

Energy Plus is specific software in design and simulation for the common buildings, specially the multi-story office buildings, hotels, hospitals or schools. However, could it be used for cold...

09 September 2021 4,054 1 View

Question on Deep Learning : How to set up learning model?

Hello, I am trying to train deep learning model using Tensorflow. The objective is : 1. Train the model with given data 2. Estimate future data --> Check if it works The data I am using now is...

08 September 2021 3,408 4 View

How can I add noise to order classes in classification?

Hi, I have data set that contains three order classes {A">

30 August 2021 7,300 3 View

How to embed BLASTP in my website?

I want to create a website in which I want to create a section in which a user can input a protein FASTA sequence & perform BLASTP search against a locally saved protein database. Can anyone...

27 August 2021 2,210 2 View

Is there any way to establish a near real-time connection between external sensors of LabView and Google Colab?

Hello dear. I am looking for answer of a one billion dollars question: I am curious that can we create a real-time connection between input dataset received by external sensors (such as soil...

24 August 2021 8,748 2 View

Which object tracking algorithms are highly accurate and also have high processing speed?

Which object tracking algorithms are highly accurate and also have high processing speed? Opencv algorithms themselves do not work well at high speeds Thank you for your help

08 August 2021 8,721 3 View

Does calibration impact performance in a model trained with balanced dataset?

I have trained a VGG-16 model toward a binary classification task. The model was trained on equal numbers of abnormal and normal images (n=2000). Literature studies demonstrate that model...

27 July 2021 6,228 4 View

How can we compare DL based intrusion detection system with other intrusion detection system?

I have developed Deep learning based intrusion detection system and need to compare with existing intrusion detection systems. How can I achieve it. Thanks

20 July 2021 8,907 3 View

How to generate sentence embedding using long-former model?

I am using Hugging Face `mrm8488/longformer-base-4096-finetuned-squadv2` pre-trained model https://huggingface.co/mrm8488/longformer-base-4096-finetuned-squadv2. I want to generate sentence level...

15 July 2021 9,803 3 View

How can we implement Joint Dimensionality using kernel PCA?

Its a question from book introduction to machine learning by Ethem Alpaydin. Let us say we have two representations for the same object and associated with each, we have a different kernel. how...

11 July 2021 9,114 3 View

Pleases provide the names of predatroy journals If possible some details such as website link. or where one can get this information?

I want to prepare the list of predatory journals so that later on one can use that for deep learning for text classification from the articles.

09 July 2021 7,337 3 View

Ideas for bachelor thesis in BCI (brain computer interface)/Biomedical engineering?

I am studying Information Engineering in an applied sciences university in Hamburg, Germany. I am starting my bachelor thesis next semester but I'm lost and I can't decide for an interesting topic...

06 July 2021 4,818 4 View

How long does it take for platelets to activate after washed platelet preparation if left at room temperature?

As soon as washed platelets are prepared at the desired concentration, and left at room temperature (with no apyrase), how long does it take for them to start activating??

25 June 2021 3,173 3 View

OpenSMILE - Using my own Configuration file - for just a few parameters?

Hi Everybody, Can you please give me some hints for using my own Configuration file in OpenSMILE? I need to obtain just the parameters: HNR, Pitch (mean, max, min.) and the formant...

25 June 2021 6,652 0 View

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