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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
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Posts
Future Blog Post
Published:
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Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
presentations
Measuring and Triggering Toxic Behavior in Machine Learning Models
Measuring and Triggering Toxic Behavior in Open-Domain Chatbots
Auditing Data Provenance in Machine Learning Models
Developing a new model auditing technique that helps users audit machine learning models to determine if their data was used to train these models.
High-Resolution Image Synthesis with Latent Diffusion Models
Presenting latent diffusion models, to improve efficiency of de-noising diffusion models without degrading their quality.
Static Analysis for Tensor Flow and Machine Learning Programs
Applying static analysis to machine learning code that uses Tensorflow. Paper entitled: Ariadne: Analysis for Machine Learning Programs
projects
Online Web Scraber Software
Online software to extract and check website information in Python
Online forecasting software for stock market
Design and implementation of an online forecasting software with statistical and machine learning algorithms for stock market data in Python
Glasses on Face
Put Glasses or Sunglasses on a Person Face in Python
Automatic Product Suggestions for website or clothing shopping
An Automatic Clothing Recognition and Product Suggestions for website or clothing shopping is proposed.
Hybrid and Wrapper Feature Selection Algorithms
Design and implementation of three new feature selection algorithms for high-dimensional data and the Implementation of tens Hybrid, Wrapper, and filter Feature Selection Algorithms
publications
Improving Gender Recognition Using Fingerprint with SVM, KNN, and Decision Tree
Published in 3rd national conference on Computer, Information Technology and Artificial Intelligence, 2020
In this paper, fingerprint gender recognition using a combination of three feature vectors was used to extract features to classify the gender of persons.
Recommended citation: K.Shirini, N.R.Zamir M.A.Ganjei, MR.Feizi-Derakhshi(2020). "Improving Gender Recognition Using Fingerprint with SVM, KNN, and Decision Tree." 3rd national conference on Computer, Information Technology and Artificial Intelligence. https://en.civilica.com/doc/1015568/
Feature Selection and Dimension Reduction in Machine Learning (Book)
Published in Akhtar Publication, 2020
This book focuses more on feature selection in supervised learning systems and the final chapters on feature extraction and unsupervised learning.
Recommended citation: M.A.Ganjei, K.Shirini, (2020). "Feature Selection and Dimension Reduction in Machine Learning." Akhtar Publication. https://mohammadahmadig.github.io/publication/2020-09-02-book-1
A Fast Hybrid Feature Selection Method
Published in IEEE 9th International Conference on Computer and Knowledge Engineering (ICCKE), 2020
In this paper, we proposed a new hybrid feature selection method
Recommended citation: M. A. Ganjei and R. Boostani, "A Fast Hybrid Feature Selection Method," 2019 9th International Conference on Computer and Knowledge Engineering (ICCKE), 2019, pp. 6-11, doi: 10.1109/ICCKE48569.2019.8964884. https://ieeexplore.ieee.org/document/8964884
A Hybrid Feature Selection Scheme for High-Dimensional Data
Published in Engineering Applications of Artificial Intelligence, 2022
A new hybrid feature selection framework named the HyCluster is proposed.
Recommended citation: M.A.Ganjei, R.Boostani, (2022). "A Hybrid Feature Selection Scheme for High-Dimensional Data." Engineering Applications of Artificial Intelligence. Volume 113,2022, 104894, https://doi.org/10.1016/j.engappai.2022.104894 https://doi.org/10.1016/j.engappai.2022.104894
skills
- Artificial Intelligence
- Machine Learning, Data Science, Image Processing, Bioinformatics, Deep Learning, Data Visualization, Data Pre-processing, Research, Optimization, Numpy, Pandas, Matplotlib, Scikit Learn, Jupyter, Pycharm, NLP, Keras, PySpark, Weka
- Programming
- Python, Matlab, Java, SQL, C, C++, OOP
- Other
- Algorithm Design, Data Structures, Mathematics, Statistics, Graph, Eclipse, Web Scraping, Microsoft Office, Latex, Photoshop cs, Google Earth
teaching
Teacher Assistant
Course, Shiraz University, Computer Sciences, Engineering & IT Department, 2018
Courses:
- Advanced Statistical Pattern Recognition
- Artificial Intelligence
- The Fundamentals of Programming
- Microprocessors
University Lecturer
Undergraduate course, Yasouj University, Computer Science & Electrical Engineering Department, 2021
Course: The Design and Analysis of Algorithms at Yasouj University