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Vorträge (42)

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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.

Beteiligte: Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
Am: 26.10.2023
Veranstaltung: 2023 International Cooperation on Theories and Concepts in Traffic safety (ICTCT), Catania
Poster-Präsentation
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

Beteiligte: Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
Am: 26.10.2023
Veranstaltung: 2023 International Cooperation on Theories and Concepts in Traffic safety (ICTCT), Catania
Poster-Präsentation
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.

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

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

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

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

Beteiligte: Paraskevi Fasouli, Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
Am: 24.10.2023
Veranstaltung: 15th International Conference on Autonomous Systems (AUTSYS-2023), Cala Millor
Angemeldeter Vortrag
Meta-Learning in Time Series Analysis and Forecasting: Concept Review and Comprehensive Survey.

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

Beteiligte: Witesyavwirwa Vianney Kambale, Kyandoghere Kyamakya
Am: 31.05.2023
Veranstaltung: 2023 IST-Africa Conference (IST-Africa), Tshwane
Angemeldeter Vortrag
On the Introduction of Nonlinear Dynamics in Image Processing with Applications

Beteiligte: Perumadura Meluka Nadeesh De Silva, M. Sarwar Zahan, Jean Chamberlain Chedjou, Kyandoghere Kyamakya
Am: 27.10.2019
Veranstaltung: 12th Conference on Autonomous Systems, Cala Millor
Angemeldeter Vortrag
A Road Traffic ``Behavioral Analysis'': Mathematical Modeling and Numerical Simulation

Beteiligte: Perumadura Meluka Nadeesh De Silva, Jean Chamberlain Chedjou, Kyandoghere Kyamakya
Am: 27.10.2019
Veranstaltung: 12th Conference on Autonomous Systems, Cala Millor
Angemeldeter Vortrag
A Comprehensive Analysis of Document-Image Distortions and their Respective Impact on Distorted Text/Character-Image Recognition Quality

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

Beteiligte: Nkiediel Alain Akwir, Muhindo Kule Mutengi, Witesyavwirwa Vianney Kambale, Jean Chamberlain Chedjou, Kyandoghere Kyamakya
Am: 01.11.2018
Veranstaltung: 11th Conference on Autonomous Systems AutSys 2018, Cala Millor, Majorca
Angemeldeter Vortrag
A Fully Neurocomputing based Traffic Modeling-and-Simulation Concept

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

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

Beteiligte: Ahmad Haj Mosa, Kyandoghere Kyamakya
Am: 27.10.2016
Veranstaltung: Conference Autonomous Systems AutSys 2016, Cala Millor
Angemeldeter Vortrag
Identification of Filter Types by Bifurcation Analysis: Mathematical Modelling and Numerical Simulation

Beteiligte: Jean Chamberlain Chedjou, Kyandoghere Kyamakya
Am: 27.10.2016
Veranstaltung: Conference Autonomous Systems AutSys 2016, Cala Millor
Angemeldeter Vortrag
Cellular Neural Networks-based Emulation of Analog Filters: Selected Applications

Beteiligte: Kyandoghere Kyamakya
Am: 29.10.2015
Veranstaltung: 8th GI Conference on Autonomous Systems, Cala Millor
Angemeldeter Vortrag
Risk management and Early Warning Systems for agriculture -- A practical and system-theoretical perspective

Beteiligte: Kyandoghere Kyamakya
Am: 17.06.2014
Veranstaltung: AgriFuture Days 2014 “ICT`s Improving Family Farming ”, Villach
Angemeldeter Vortrag
Collaborative logistics ideas for small holder farmers and small urban consumers in developing countries like Africa

Beteiligte: Oana Stefana Mitrea, Kyandoghere Kyamakya
Am: 16.06.2014
Veranstaltung: AgriFuture Days 2014 “ICT`s Improving Family Farming ”, Villach
Angemeldeter Vortrag