Hello members,
I would appreciate it if someone can help me choose a topic in Dss system and Machine learning , AL , DL ?
I am looking for an Algorithm that can be used in different application and have some issues in terms of accuracy and result, to work on its improvement.
recommend me some papers that help me to find some gaps so I can write my proposal.
Dear Mohammad Bohloly,
There are many applications with convolutional neural networks where the results can be improved. I am sending a paper, hoping it will be useful to you, it is a comparison between pre-trained architectures (VGG16, VGG19, ResNet101, ResNet152, ResNet50, MobileNet, MobileNetV2, Xception, NASNetMobile, NASNetLarge, DenseNet121, DenseNet169 y DenseNet201) vs training from scratch. The experiments were carried out on CT images.
Conference Paper A machine learning approach for the feature extraction of pu...
Also, I consider that you should first investigate any problem in your city, your country or the world, and based on this, look for papers related to the topic and that use machine learning. Then, you can find a way to improve the results of the state of the art. For example, in the following article that I share with you, it is a study of the influence of preprocessing, segmentation and optimization in the CNN.
Chapter Accurate Identification of Tomograms of Lung Nodules Using C...
Kind regards,
Cecilia-Irene Loeza-Mejía
Mohammad Bohloly
In terms of results, ML-based decision support systems (DSS) are compared against physician expertise, conventional procedures, and the same and various models of ML approaches.
A Decision Support System (DSS) is a type of information system that assists organizations and enterprises in making sound decisions. If this system makes considerable use of artificial intelligence (AI) techniques, it is known as Artificial Intelligence DSS (AIDSS) or Intelligence DSS (IDSS).
Please read the following papers:
1. https://pubmed.ncbi.nlm.nih.gov/32694787/
2. https://www.nature.com/articles/s41598-020-71796-z
3. https://bmcmedethics.biomedcentral.com/articles/10.1186/s12910-021-00679-3
4. https://link.springer.com/article/10.1007/s12525-021-00475-2
5. https://journals.sagepub.com/doi/full/10.1177/0300985819829524
6. https://jme.bmj.com/content/47/12/e3
If you are asking about a specific title for your wor for DSS with AI then you can use"Inteligent DSS: Evaluation of AI algorithms for DSS"...try these type of titles
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