Kyandoghere Kyamakya

Orcid: 0000-0003-0773-9476

Affiliations:
  • University of Klagenfurt, Austria


According to our database1, Kyandoghere Kyamakya authored at least 100 papers between 1996 and 2024.

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Bibliography

2024
Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax Images.
J. Imaging, March, 2024

Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case Studies.
Symmetry, February, 2024

A Comprehensive Literature Review on Artificial Dataset Generation for Repositioning Challenges in Shared Electric Automated and Connected Mobility.
Symmetry, 2024

A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions.
CoRR, 2024

A Graph Attention Network Based System for Robust Analog Circuits' Structure Recognition Involving a Novel Data Augmentation Technique.
IEEE Access, 2024

2023
A Robust Automated Analog Circuits Classification Involving a Graph Neural Network and a Novel Data Augmentation Strategy.
Sensors, March, 2023

Guest editorial: Explainability of machine learning in methodologies and applications.
Knowl. Based Syst., March, 2023

Data Augmentation for a Virtual-Sensor-Based Nitrogen and Phosphorus Monitoring.
Sensors, February, 2023

Transformers in Time Series Forecasting: A brief Analysis of the Autoformer Transfer Learning Performance.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

A comprehensive generalization of a Graph-Attention-Network GAT based system towards real IP analog-mixed-signal AMS schematics structure recognition.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022
A Novel Zernike Moment-Based Real-Time Head Pose and Gaze Estimation Framework for Accuracy-Sensitive Applications.
Sensors, 2022

A Virtual Sensing Concept for Nitrogen and Phosphorus Monitoring Using Machine Learning Techniques.
Sensors, 2022

Development of a Smart Chair Sensors System and Classification of Sitting Postures with Deep Learning Algorithms.
Sensors, 2022

A Smart Visual Sensing Concept Involving Deep Learning for a Robust Optical Character Recognition under Hard Real-World Conditions.
Sensors, 2022

A Comprehensive "Real-World Constraints"-Aware Requirements Engineering Related Assessment and a Critical State-of-the-Art Review of the Monitoring of Humans in Bed.
Sensors, 2022

Development of a novel method of adaptive image interpolation for image resizing using artificial intelligence.
Proceedings of the 27th International Conference on Information Society and University Studies (IVUS 2022), 2022

Development of a Novel Method for Image Resizing Using Artificial Neural Network.
Proceedings of the Intelligent Human Computer Interaction, 2022

Securing the light escaping in a Li-Fi network environment.
Proceedings of the 13th International Conference on Ambient Systems, 2022

Modelling DDoS Attacks in IoT Networks Using Machine Learning.
Proceedings of the Emerging Technologies for Developing Countries, 2022

2021
From Fully Physical to Virtual Sensing for Water Quality Assessment: A Comprehensive Review of the Relevant State-of-the-Art.
Sensors, 2021

A Deep-Learning Based Visual Sensing Concept for a Robust Classification of Document Images under Real-World Hard Conditions.
Sensors, 2021

Document-Image Related Visual Sensors and Machine Learning Techniques.
Sensors, 2021

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies.
Sensors, 2021

Intelligent Transportation Related Complex Systems and Sensors.
Sensors, 2021

Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme.
Sensors, 2021

Modelling DDoS Attacks in IoT Networks using Machine Learning.
CoRR, 2021

ABCSS: A novel approach for increasing the TCP congestion window in a network.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

2020
A Visual Sensing Concept for Robustly Classifying House Types through a Convolutional Neural Network Architecture Involving a Multi-Channel Features Extraction.
Sensors, 2020

Contribution to Speeding-Up the Solving of Nonlinear Ordinary Differential Equations on Parallel/Multi-Core Platforms for Sensing Systems.
Sensors, 2020

Assessment of the Speed Management Impact on Road Traffic Safety on the Sections of Motorways and Expressways Using Simulation Methods.
Sensors, 2020

Zero-Shot Human Activity Recognition Using Non-Visual Sensors.
Sensors, 2020

An Efficient, Scalable, and Robust Neuro-Processor-Based Concept for Solving Single-Cycle Traveling Salesman Problems in Complex and Dynamically Reconfigurable Graph Networks.
IEEE Access, 2020

2019
A Novel Recurrent Neural Network-Based Ultra-Fast, Robust, and Scalable Solver for Inverting a "Time-Varying Matrix".
Sensors, 2019

A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors.
Sensors, 2019

Real-time raindrop detection based on cellular neural networks for ADAS.
J. Real Time Image Process., 2019

2018
Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments.
IEEE Trans. Circuits Syst. Video Technol., 2018

A Globally Generalized Emotion Recognition System Involving Different Physiological Signals.
Sensors, 2018

Improving Subject-independent Human Emotion Recognition Using Electrodermal Activity Sensors for Active and Assisted Living.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Agent-Based Modelling and Simulation for evacuation of people from a building in case of fire.
Proceedings of the 9th International Conference on Ambient Systems, 2018

2017
A Driver State Detection System - Combining a Capacitive Hand Detection Sensor With Physiological Sensors.
IEEE Trans. Instrum. Meas., 2017

2016
Benchmarking a recurrent neural network based efficient shortest path problem (SPP) solver concept under difficult dynamic parameter settings conditions.
Neurocomputing, 2016

A novel EEG-based emotion recognition approach for e-healthcare applications.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

EEG-based emotion recognition approach for e-healthcare applications.
Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016

2015
A Universal Concept Based on Cellular Neural Networks for Ultrafast and Flexible Solving of Differential Equations.
IEEE Trans. Neural Networks Learn. Syst., 2015

2013
"The journey is the purpose": A concept for public transportation as social transient space.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Nonlinear Dynamics in Transportation - A Comprehensive System-Theoretical Perspective.
Proceedings of the 19th International Conference on Control Systems and Computer Science, 2013

2012
CNN Based High Performance Computing for Real Time Image Processing on GPU.
Proceedings of the Autonomous Systems: Developments and Trends, 2012

A Novel Real-Time Emotion Detection System for Advanced Driver Assistance Systems.
Proceedings of the Autonomous Systems: Developments and Trends, 2012

Enabling a Driver-Specific "Real-Time Road Safety" Assessment through an "Extended Floating Car Data" and Visualization System.
Proceedings of the Autonomous Systems: Developments and Trends, 2012

Cellular Neural Networks Based Time-Series Approximation for Real Time Systems' Modeling-and-Identification and Behavior Forecast in Transportation: Motivation, Problem Formulation, and Some Research Avenues.
Proceedings of the Autonomous Systems: Developments and Trends, 2012

Origin-Destination Estimator Based on Hidden Markov Models for Adaptive Traffic Control.
Proceedings of the 1st Conference on Embedded Systems, 2012

2011
Smart resource-aware multimedia sensor network for automatic detection of complex events.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Real time complex event detection for resource-limited multimedia sensor networks.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

AVSS 2011 demo session: Smart Resource-Aware Multi-Sensor Network.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
A differential cryptanalysis of Yen-Chen-Wu multimedia cryptography system.
J. Syst. Softw., 2010

Cellular neural network trainer and template optimisation for advanced robot locomotion based on genetic algorithm.
Int. J. Intell. Syst. Technol. Appl., 2010

Mobile Service Concepts and Car-drivers related Internet Community Systems for Supporting both a Real-time Road Safety Assessment and a Novel "Dynamic ridesharing"-based Urban Smart Mobility.
Proceedings of the 10th International Conference on Innovative Internet Community Services (I<sup>2</sup>CS), 2010

2009
Cellular Neural Networks-Based Genetic Algorithm for Optimizing the Behavior of an Unstructured Robot.
Int. J. Comput. Intell. Syst., 2009

Computational Intelligence Applied to Nonlinear Dynamics and Synchronization.
Int. J. Comput. Intell. Syst., 2009

Decentralized Dynamic Sub-Carrier Assignment for OFDMA-Based Adhoc and Cellular Networks.
IEICE Trans. Commun., 2009

A Differential Cryptanalysis of Yen-Chen-Wu Multimedia Cryptography System (MCS)
CoRR, 2009

2008
Integration of Ontological Scene Representation and Logic-Based Reasoning for Context-Aware Driver Assistance Systems.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2008

Fusion of an uncalibrated camera with velocity information for distance measurement from a moving camera on highways.
Proceedings of the 5th Workshop on Positioning, Navigation and Communication, 2008

How to protect privacy in floating car data systems.
Proceedings of the Fifth International Workshop on Vehicular Ad Hoc Networks, 2008

Towards a game-theoretic model of co-operative context-aware driving under random influences.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2008

Secure Message Relay over Networks with QKD-Links.
Proceedings of the Second International Conference on Quantum, 2008

A Game-Theoretic Approach to Co-operative Context-Aware Driving with Partially Random Behavior.
Proceedings of the Smart Sensing and Context, Third European Conference, 2008

Self-organized supply chain networks: theory in practice and an analog simulation based approach.
Proceedings of the 2nd International Conference on Autonomic Computing and Communication Systems, 2008

A model for ontology-based scene description for context-aware driver assistance systems.
Proceedings of the 1st International ICST Conference on Ambient Media and Systems, 2008

2007
Channel Impulse Response Length and Noise Variance Estimation for OFDM Systems with Adaptive Guard Interval.
EURASIP J. Wirel. Commun. Netw., 2007

NLOS detection algorithms for Ultra-Wideband localization.
Proceedings of the 4th Workshop on Positioning, Navigation and Communication, 2007

Robust positioning system based on fingerprint approach.
Proceedings of the Fifth ACM International Workshop on Mobility Management & Wireless Access, 2007

Extrinsic Camera Calibration for an On-board Two-Camera System without overlapping Field of View.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

2006
Intelligent Transportation Systems.
IEEE Pervasive Comput., 2006

On the Accuracy Improvement Issues in GSM Location Fingerprinting.
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006

Database Correlation using Bayes Filter for Mobile Terminal Localization in GSM Suburban Environments.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Estimation of the Channel-Impulse-Response Length for Adaptive OFDM Systems Based on Information Theoretic Criteria.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Design and implementation of a context-aware decision algorithm for heterogeneous networks.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Practical considerations of optimal three-dimensional indoor localization.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006

Mobile Location in GSM Networks using Database Correlation with Bayesian Estimation.
Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 2006

Architecture of a Context-Aware Vertical Handover Decision Model and Its Performance Analysis for GPRS - WiFi Handover.
Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 2006

Fusion of Neural Network positioning and Database Correlation in localizing a Mobile Terminal.
Proceedings of the 2006 International Conference on Wireless Networks, 2006

Bayesian mobile location in cellular networks.
Proceedings of the 14th European Signal Processing Conference, 2006

First arrival detection based on channel estimation for positioning in wireless OFDM systems.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Location management in cellular networks: classification of the most important paradigms, realistic Simulation framework, and relative performance analysis.
IEEE Trans. Veh. Technol., 2005

2003
Development and Implementation of a Bluetooth Networking Infrastructure for the a Notebook-University Scenario.
Proceedings of the International Conference on Wireless Networks, 2003

A UWB-Based Indoor Positioning Concept: Problem Formulation, System Design and Feasibility Analysis.
Proceedings of the International Conference on Wireless Networks, 2003

A Fingerprint Based Positioning Method Using GSM Signal Strength Data and Involving a Neural Network.
Proceedings of the International Conference on Wireless Networks, 2003

An Indoor Bluetooth-Based Positioning System: Concept, Implementation and Experimental Evaluation.
Proceedings of the International Conference on Wireless Networks, 2003

Modeling and Evaluation of Scatternets Performance by Using Petri Nets.
Proceedings of the International Conference on Wireless Networks, 2003

QoS Issues in Ad Hoc and Sensor Networks: Design of a Position-Based Routing Concept Integrating Resource Scheduling and Time Synchronization.
Proceedings of the International Conference on Wireless Networks, 2003

Content Networking for 3G Wireless Networks: Motivations, Open Issues and Research Avenues.
Proceedings of the International Conference on Wireless Networks, 2003

Erfahrungsbericht 'Notebook-Seminar'.
Proceedings of the Security, 2003

2002
On the user profiles and the prediction of user movements in wireless networks.
Proceedings of the 13th IEEE International Symposium on Personal, 2002

2001
Survivability Performance Analysis of Rerouting Schemes in an ATM/VP Mesh Transport Network.
J. Inf. Sci. Eng., 2001

A regular path recognition method and prediction of user movements in wireless networks.
Proceedings of the 54th IEEE Vehicular Technology Conference, 2001

1999
Issues in telecommunication networks resiliency: analysis and design concepts.
PhD thesis, 1999

1998
Survivability performance analysis of rerouting strategies in an ATM/VP DCS survivable mesh network.
Comput. Commun. Rev., 1998

1996
A customized service availability concept based on traffic segregation, path diversity and hierarchical restoration in public telecommunication transport networks.
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996


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