Expert-assisted Data Mining/Machine Learning.

A web-based application programming that has invloced visual data mining and active learning.

The main idea would be that instead of doing a DM/ML pipeline from scratch without any knowledge on the data by trying an enormous amount of various models and their settings, try to involve the user/expert in the process.

In many application domains, utilizing Machine Learning (ML) and Data Mining (DM) faces on of the following two problems: either, there are not enough data for learning or only a small portion of the large amount of available data is labeled. For such cases, so-called Human-in-the-Loop Machine Learning (HitL-ML) and Visual Data Mining (VDM) approaches are carried out which, in some extent, involve the domain expert in the learning process. The the survey shows the available approaches for HitL-ML and VDM in the literature, provide their comparison and implement a prototype of an Expert-assisted Data Mining/Machine Learning framework in which, instead of doing a DM/ML pipeline from scratch without any knowledge on the data, the user/expert is involved in the process. The work is on the boundary between the research areas of active learning, automated machine learning and data visualization. The web-based application domain for the implemented prototype will be specified based on the outcome of the literature survey.

Survey will be shared once there is a serious applicant. The survery and proposed algorithms are ready, only implementation needed.

Taidot: tiedonlouhinta, Java, Python, Tietojärjestelmäarkkitehtuuri, MySQL

Näytä lisää: data mining and machine learning course, data mining vs machine learning quora, data mining, machine learning, artificial intelligence, application of machine learning in data mining, difference between machine learning and data mining ppt, machine learning and data mining research papers, data mining and machine learning pdf, data mining vs machine learning vs deep learning, data mining machine learning projects bids, web based data mining machine learning projects bids, data mining machine translation, data classification machine learning matlab, data mining machine learning project, data processing machine learning python, data science machine learning statastics, data science machine learning, data mining, machine learning, data analysis, machine learning, Data mining machine learning, data science, machine learning

Tietoa työnantajasta:
( 0 arvostelua ) Budapest, Hungary

Projektin tunnus: #27971745

6 freelancers are bidding on average $183 for this job


Hi, Greetings! ✅checked your project details: Expert-assisted Data Mining/Machine Learning. ✅Completed Time: In project deadline We have worked on 600 + Projects. I have 6 + years of the experience in same kind Lisää

$220 USD 4 päivässä
(132 arvostelua)

Hi, I am Andry, a SW engineer with backgrounds in robotics and image processing. Your project sounds interesting and I think my experties can definitely be helpful for completing the project successfully. I think I Lisää

$100 USD 21 päivässä
(37 arvostelua)

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Lisää

$250 USD 7 päivässä
(35 arvostelua)

Hello Dear, I see that you need Machine learning Expert. Well, I am an experienced Data Scientist and Machine Learning Engineer. I have expertise in Data Visualization, NLP, Deep learning, Artificial intelligence, ma Lisää

$250 USD 12 päivässä
(1 arvostelu)

Hi I am PhD in computer science .Off recently I have used Resnet50 in nlp for the classification of clinical notes and achived an efficiency of 99.98 % . Your project is itself very interesting and challenging Lisää

$30 USD 7 päivässä
(9 arvostelua)

Hi, Thanks for sharing your project requirement here and I will be more than happy to help you. I can start your project immediately and let me know if you would like to discuss anything further with me. Thanks Atul Lisää

$250 USD 7 päivässä
(0 arvostelua)