Kyandoghere Kyamakya
Orcid: 0000-0003-0773-9476Affiliations:
- University of Klagenfurt, Austria
According to our database1,
Kyandoghere Kyamakya
authored at least 98 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
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
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
Proceedings of the Intelligent Human Computer Interaction, 2022
Proceedings of the 13th International Conference on Ambient Systems, 2022
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
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
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
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
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
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
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
Proceedings of the Autonomous Systems: Developments and Trends, 2012
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
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011
2010
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
Int. J. Comput. Intell. Syst., 2009
Decentralized Dynamic Sub-Carrier Assignment for OFDMA-Based Adhoc and Cellular Networks.
IEICE Trans. Commun., 2009
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
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
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
Proceedings of the 4th Workshop on Positioning, Navigation and Communication, 2007
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
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
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006
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
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
2002
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
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