Research | AAU Campus

The Research Information System (German abbreviation: FoDok) of the University of Klagenfurt comprises the academic achievements of researchers for the time interval of their active employment at the University of Klagenfurt. The FoDok also contains the achievements of doctoral students and emeritus/retired researchers.
For the analysis on an individual level please note that the entries in the FoDok do not give a comprehensive overview of the achievements of the individual researchers.

Lectures (42)

Sorted by

Comprehensive discussion of the potential of combining a “SYSTEM DYNAMICS” framework and a “GRAPH ATTENTION NEURAL NETWORK” framework for a comprehensive "DIGITAL TWIN" for ONLINE (and real-time) modelling and forecasting of ROAD SAFETY. Potential analysi

Participants: Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
At: 26.10.2023
Event: 2023 International Cooperation on Theories and Concepts in Traffic safety (ICTCT), Catania
Poster presentation
Comprehensive discussion of the potential of using SYSTEM DYNAMICS in modeling and forecasting ROAD SAFETY. Brief state-of-the-art review, pros and cons in light of the limitations of relevant traditional approaches.

Participants: Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
At: 26.10.2023
Event: 2023 International Cooperation on Theories and Concepts in Traffic safety (ICTCT), Catania
Poster presentation
Comprehensive requirements engineering and concept design w.r.t. artificial and synthetic dataset generation for an efficient training of ML/NN models for rapid Fault/Anomaly Detection and Prediction in (inductive) electrical motors using ML Techniques.

Participants: Witesyavwirwa Vianney Kambale, Paraskevi Fasouli, Kyandoghere Kyamakya
At: 24.10.2023
Event: 15th International Conference on Autonomous Systems (AUTSYS-2023), Cala Millor
Registered lecture
Series2Text: Robust Forecasting of Symbolic-Represented Time Series through Transformer Models and Multi-head Attention Mechanisms.

Participants: Paraskevi Fasouli, Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
At: 24.10.2023
Event: 15th International Conference on Autonomous Systems (AUTSYS-2023), Cala Millor
Registered lecture
Short-term Predictive Anomaly detection-and-forecasting of inductive electrical motors in harsh environments using selected ML Techniques and Transfer Learning.

Participants: Witesyavwirwa Vianney Kambale, Paraskevi Fasouli, Kyandoghere Kyamakya
At: 24.10.2023
Event: 15th International Conference on Autonomous Systems (AUTSYS-2023), Cala Millor
Registered lecture
Leveraging Physics-Informed Neural Networks with Ensemble Transfer Learning for Analyzing and Forecasting Harsh, Nonlinear, and Stochastic Time Series – Application to Road Traffic Data.

Participants: Paraskevi Fasouli, Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
At: 24.10.2023
Event: 15th International Conference on Autonomous Systems (AUTSYS-2023), Cala Millor
Registered lecture
Language Meets Vision: A Survey on Cutting-Edge Large Language Models and Their Versatile Use Cases in Image Generation and Beyond.

Participants: Paraskevi Fasouli, Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
At: 24.10.2023
Event: 15th International Conference on Autonomous Systems (AUTSYS-2023), Cala Millor
Registered lecture
Meta-Learning in Time Series Analysis and Forecasting: Concept Review and Comprehensive Survey.

Participants: Witesyavwirwa Vianney Kambale, Paraskevi Fasouli, Kyandoghere Kyamakya
At: 22.10.2023
Event: 15th International Conference on Autonomous Systems (AUTSYS-2023), Cala Millor
Registered lecture
Sensitivity Analysis for an Ensemble Transfer Learning scheme for Time Series Forecasting–Case-Study of a Shallow Neural Network Architecture.

Participants: Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
At: 31.05.2023
Event: 2023 IST-Africa Conference (IST-Africa), Tshwane
Registered lecture
On the Introduction of Nonlinear Dynamics in Image Processing with Applications

Participants: Perumadura Meluka Nadeesh De Silva, M. Sarwar Zahan, Jean Chamberlain Chedjou, Kyandoghere Kyamakya
At: 27.10.2019
Event: 12th Conference on Autonomous Systems, Cala Millor
Registered lecture
A Road Traffic ``Behavioral Analysis'': Mathematical Modeling and Numerical Simulation

Participants: Perumadura Meluka Nadeesh De Silva, Jean Chamberlain Chedjou, Kyandoghere Kyamakya
At: 27.10.2019
Event: 12th Conference on Autonomous Systems, Cala Millor
Registered lecture
A Comprehensive Analysis of Document-Image Distortions and their Respective Impact on Distorted Text/Character-Image Recognition Quality

Participants: Perumadura Meluka Nadeesh De Silva, Abhiram Kolli, Vahid Tavakkoli, Kabeh Mohsenzadegan, Kyandoghere Kyamakya, Jean Chamberlain Chedjou, Ralf Pichler, Olaf Bouwmeester, Robert Zupan
At: 27.10.2019
Event: 12th Conference on Autonomous Systems, Cala Millor
Registered lecture
Graph Theoretical Problems in Traffic Management - A Brief Survey

Participants: Nkiediel Alain Akwir, Muhindo Kule Mutengi, Witesyavwirwa Vianney Kambale, Jean Chamberlain Chedjou, Kyandoghere Kyamakya
At: 01.11.2018
Event: 11th Conference on Autonomous Systems AutSys 2018, Cala Millor, Majorca
Registered lecture
A Fully Neurocomputing based Traffic Modeling-and-Simulation Concept

Participants: Nkiediel Alain Akwir, Muhindo Kule Mutengi, Witesyavwirwa Vianney Kambale, Jean Chamberlain Chedjou, Kyandoghere Kyamakya
At: 01.11.2018
Event: 11th Conference on Autonomous Systems AutSys 2018, Cala Millor, Majorca
Registered lecture
K-2 Improving Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors for Active and Assisted Living.

Participants: Fadi Al Machot, Mouhannad Ali, Ranapathige Suneth Pubudu Ranasinghe, Ahmad Haj Mosa, Kyandoghere Kyamakya
At: 29.06.2018
Event: The PErvasive Technologies Related to Assistive Environments (PETRA'18) , Korfu
Registered lecture
Dual Echo State Networks-based Generalized Matrix Inversion with Applications in Stochastic Time-varying Systems

Participants: Ahmad Haj Mosa, Kyandoghere Kyamakya
At: 27.10.2016
Event: Conference Autonomous Systems AutSys 2016, Cala Millor
Registered lecture
Identification of Filter Types by Bifurcation Analysis: Mathematical Modelling and Numerical Simulation

Participants: Jean Chamberlain Chedjou, Kyandoghere Kyamakya
At: 27.10.2016
Event: Conference Autonomous Systems AutSys 2016, Cala Millor
Registered lecture
Cellular Neural Networks-based Emulation of Analog Filters: Selected Applications

Participants: Kyandoghere Kyamakya
At: 29.10.2015
Event: 8th GI Conference on Autonomous Systems, Cala Millor
Registered lecture
Risk management and Early Warning Systems for agriculture -- A practical and system-theoretical perspective

Participants: Kyandoghere Kyamakya
At: 17.06.2014
Event: AgriFuture Days 2014 “ICT`s Improving Family Farming ”, Villach
Registered lecture
Collaborative logistics ideas for small holder farmers and small urban consumers in developing countries like Africa

Participants: Oana Stefana Mitrea, Kyandoghere Kyamakya
At: 16.06.2014
Event: AgriFuture Days 2014 “ICT`s Improving Family Farming ”, Villach
Registered lecture