Looking For A Topological Data Analysis Expert
$30-250 USD
Plačilo ob prevzemu
I am seeking a skilled and experienced individual proficient in Topological Data Analysis (TDA) to assist with the analysis of data related to three groups: Healthy, Post Treatment, and Prior Treatment. The data is provided in the form of Binary adjacency matrices, with each group consisting of 30 subjects.
**Tasks:**
1. **Functional Connectivity Difference:**
- Analyze and identify differences in functional connectivity between the three groups.
2. **Structural Connectivity Difference:**
- Assess and determine variations in structural connectivity among the Healthy, Post Treatment, and Prior Treatment groups.
3. **Properties Analysis:**
- Investigate the following topological properties for each group:
- Global-Small World
- Global-Efficiency
- Global-Rich-Club
- Global-Assortativity
- Global-Synchronization
- Global-Hierarchy
- Nodal-Clustering Coefficient
- Nodal-Shortest Path Length
- Nodal-Local Efficiency
- Nodal-Degree Centrality
- Nodal-Betweeness Centrality
- Nodal-Community Index
- Nodal-Participant Coefficient
- Modular-Interaction
**Requirements:**
- Proficiency in MATLAB for conducting the analysis.
- Provide complete codes, files, and a detailed guide explaining the methodology and steps undertaken during the analysis.
- The output should be comprehensive and well-documented as it will be presented in a different forum.
**Deliverables:**
- MATLAB scripts for each analysis task.
- Files containing the processed data and results.
- Detailed documentation explaining the analysis process, including code explanations and interpretations of results.
**Note:**
The selected candidate should have expertise in TDA, particularly in connectivity analysis, and be able to deliver high-quality, well-documented results. Please include relevant experience and examples of past projects in your proposal. If you have any questions or need additional information, feel free to ask.
Looking forward to collaborating with a talented TDA expert!
ID projekta: #37551903
Več o projektu
Dodeljeno:
Greetings Dear Customer! I am a Electrical Engineering graduate from Nust. I can provide you with my expert skills in various domains linked to electrical. I believe in making a good client-seller relation. I would mak Več
13 freelancerjev ponuja v povprečju za $142 na tem delu
Matlab expert. I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating fro Več
Hello I can do this. Please share the details of the task so that I can check and confirm accordingly.
Hello! I am Ghayas, an experienced electrical engineer with six years in the field. I am confident that my skillset and experience make me the perfect fit for your project. I specialize in MATLAB, connectivity analysis Več
Hello! My name is Asad Ur and I am a dedicated data maestro with 10 years of freelancing experience. I specialize in data analysis and am confident that I am the best fit for this project. With a proficiency in MATLAB Več
Hello there! My name is Irfan, and I'm a data scientist with Python programming experience. I have the necessary skills and experience to help you with your project. Specifically, I am proficient in MATLAB for conducti Več
Hello, my name is RAJEEV and I am part of the team that has been hired to help with your project. I understand from your description that you are seeking a TDA expert to assist with the analysis of binary adjacency mat Več
I am a Professional data entry Operator. I have 7 years of experience in the data entry and copy-paste sector. I am also good at web research and web scraping. I have a strong team. If your project is bulk, then don't Več
Hi I see your project description. My strong point is math ability. I think this point is solved from this maths angle. I will not dishearten to you. You want to finish your project smoothly you will contact with me Več
Hi, I can do this project, I know I am New to here but I have done projects on data analysis using python and Tablue, so we can discuss more about this project Thank and regards
. Relevant Experience: With a robust background in TDA, I have successfully completed projects involving the analysis of complex datasets, including binary adjacency matrices. In my previous work, I have tackled simil Več
Hello, my name is Sajjad, and I am a nuclear engineer with extensive experience in data processing, MATLAB, and topological data analysis. I understand that you are seeking a skilled and experienced individual proficie Več