2023 INTERNATIONAL CONFERENCE AUTOMATICS, ROBOTICS & ARTIFICIAL INTELLIGENCE (ICARAI)

16 - 19 June 2023


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Workshop on Deep Learning for medical image processing
(only in-person)
This workshop will be around 3 hours long as it includes theoretical and practical part. The workshop will be accessible for any registered participant on-site. The workshop will be moderated and instructed by Dr. Petia Georgieva. It will commence with lectures on the topics: Machine Learning versus Deep Learning, Convolutional Neural Networks (building blocks), Model Performance evaluation (Confusion matrix; K-fold cross validation; Bias vs. Variance). The second part of the workshop will be practical as the participants will learn how to build a DenseNet Convolutonal Neural Network (CNN) classifier to discriminate between 14 different pathologies from chest X-ray images using functions from Keras framework. The following requirements apply for the practical part:
  • Basic knowledge of Machine Learning and Programing in Python.
Preparation for the practical part: ADDITIONAL MATERIALS: https://drive.google.com/file/d/1vbhzXceqQuQD42H4tae7XNsjH1s7BRDC/view?usp=sharing


How to participate:
1. After registration, log into your account and choose the tab Accompanying events
2. Register for the event
3. The workshop will be accessible for any conference participant (paper author, guest or student) who has paid their conference fee. 
Note! If you have registered as an author, but your paper was not approved, you can still attend to the workshop as a guest after paying the guest fee: https://e-university.tu-sofia.bg/e-conf/index.php?r=625



 
Workshop on Theoretical Electrical Engineering
The Workshop on Theoretical Electrical Engineering will be moderated and instructed by Prof. Valeri Mladneov and is devoted to research and education in theory and applications of electromagnetic fields, electrical and electronic circuits, signal processing, and design and control of electromagnetic systems. Acknowledged researchers whose papers have been accepted by the ICARAI'23 editorial board will present their work on the following topics:
  • Electromagnetic Fields
    • Fundamental aspects of field theory
    • Low and high frequency fields
    • Numerical algorithms
    • Optimization problems
  • Circuit and System Theory
    • Linear and nonlinear circuits
    • System theory
    • Artificial Intelligence Circuits and Systems
    • Nonlinear aspects of power systems
  • Signal Processing and Identification
    • Advanced methods of signal processing
    • Mixed description of fields/circuits and signals
    • Signal processing algorithms
    • Nonlinear dynamics and signal processing
    • Classical and non-classical aspects in identification
    • Biomedical signal processing
  • Theoretical Concepts
    • Advanced mathematical concepts in networks and fields
    • Nonlinear control systems
    • Mathematical modeling aspects
    • Multivariable large-scale systems
  • Applications
    • Nondestructive testing and evaluation
    • Electromagnetic properties of materials, smart and meta materials
    • Artificial Intelligence and Machine Learning
    • Microelectronic circuits
    • Mobile communication aspects
    • Control systems technology
    • Electrical drives and power systems
    • Electromagnetic compatibility
    • Sensors and actuators
  • Innovative Educational Aspects
    • New ideas in teaching fields
    • Multimedia and internet aspects in education
    • Modern information science teaching
How to participate:
1. Register and login for  ICARAI'2023 https://e-university.tu-sofia.bg/e-conf/index.php?r=198
2. In your profile, go to "Your manuscripts" section and fill in the credentials of your work, and upload your paper by March 31st 2023.
3. Choose section "Theoretical electrical engineering" as a topic for your paper
4. Your manuscript will be reviewed by two independent reviewers.
5. After approval, you will be asked to pay the conference fee
6.Your paper will be published in IEEE Xplore only If you present it during the workshop.


Last changed on 16.06.2023, 22:11:17
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