Posts by Collection

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

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

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

• 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

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