Mehrdad Mohannazadeh Bakhtiari

According to our database, Mehrdad Mohannazadeh Bakhtiari authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

The Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype Classifiers.

Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann, Thomas Villmann

Proceedings of the Artificial Intelligence and Soft Computing, 2023

An Interpretable Two-Layered Neural Network Structure-Based on Component-Wise Reasoning.

Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Learning Vector Quantization in Context of Information Bottleneck Theory.

Mehrdad Mohannazadeh Bakhtiari, Daniel Staps, Thomas Villmann

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Classification by Components Including Chow's Reject Option.

Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

The LVQ-based Counter Propagation Network - an Interpretable Information Bottleneck Approach.

Marika Kaden, Ronny Schubert, Mehrdad Mohannazadeh Bakhtiari, Lucas Schwarz, Thomas Villmann

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020

A Mathematical Model for Optimum Error-Reject Trade-Off for Learning of Secure Classification Models in the Presence of Label Noise During Training.

Seyedfakhredin Musavishavazi, Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Appropriate Data Density Models in Probabilistic Machine Learning Approaches for Data Analysis.

Thomas Villmann, Marika Kaden, Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann

Proceedings of the Artificial Intelligence and Soft Computing, 2019