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Thesis topic proposal
 
Abdulkareem Almusawi Husam
Advanced Algorithms for Cognitive and Assistive System

THESIS TOPIC PROPOSAL

Institute: University of Debrecen
computer sciences
Doctoral School of Informatics

Thesis supervisor: Abdulkareem Almusawi Husam
Location of studies (in Hungarian): University of Debrecen
Abbreviation of location of studies: ITDI


Description of the research topic:

This PhD Research topic in the field of cognitive systems focuses on "Developing Adaptive Cognitive Systems Algorithms for Enhancing Human-Machine Collaboration." This research aims to explore and create sophisticated algorithms that enable cognitive systems to better understand, predict, and adapt to human behaviours and preferences in real-time collaboration scenarios. Utilizing the advancements in machine learning, artificial intelligence, and cognitive science, the project seeks to develop models that can facilitate seamless and intuitive interactions between humans and machines. By focusing on critical areas such as navigation, path planning prediction, emotion recognition, context-aware computing, and decision-making processes, this research intends to bridge the gap between human cognitive capabilities and machine efficiency. The ultimate goal is to design algorithms that not only improve the responsiveness and adaptability of cognitive systems in dynamic environments but also enhance user trust, satisfaction, and engagement in various applications, ranging from healthcare and education to autonomous vehicles and smart home technologies. This topic stands at the forefront of technological innovation, promising to push the boundaries of what is currently possible in human-machine collaboration and opening up new avenues for research in cognitive systems.

Bibliography
1. Dillmann, Rüdiger, Yoshihiko Nakamura, Stefan Schaal, David Vernon, Masayuki Inaba, JA Scott Kelso, Oussama Khatib et al. "Cognitive Systems Monographs."

2. “Algorithms for Intelligent Systems | Book titles in this series,” Springer, 2024. https://www.springer.com/series/16171/books (accessed Mar. 05, 2024).

3. Autonomous Systems: Developments and Trends edited by G. K. I. Mann and M. M. Gupta: This book provides a comprehensive overview of the latest developments in autonomous systems, including their design, operation, and regulation 3.

4. Autonomous Robots: From Biological Inspiration to Implementation and Control by George A. Bekey: This book provides an overview of the latest developments in autonomous robots, including their design, operation, and regulation 4


Deadline for application: 2024-05-15


2024. IV. 17.
ODT ülés
Az ODT következő ülésére 2024. június 14-én, pénteken 10.00 órakor kerül sor a Semmelweis Egyetem Szenátusi termében (Bp. Üllői út 26. I. emelet).

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )