Publications

2021

• Chen Z.; Yang L.; Chin K.; Yang Y.; Pedrycz W.; Chang J.; Martínez L.; Skibniewski M.; Sustainable building material selection: An integrated multi-criteria large group decision making framework; Applied Soft Computing; 2021
• Pan Y.; Zhang L.; Yan Z.; Lwin M.; Skibniewski M.; Discovering optimal strategies for mitigating COVID-19 spread using machine learning: Experience from Asia; Sustainable cities and society; 2021
• Hu M.; Skibniewski M.; Green Building Construction Cost Surcharge: An Overview; Journal of Architectural Engineering; 2021
• Salehi Ö.; Seskir Z.; Tepe İ.; A Computer Science-Oriented Approach to Introduce Quantum Computing to a New Audience; IEEE Transactions on Education; 2021
• Birkan U.; Salehi Ö.; Olejar V.; Nurlu C.; Yakaryılmaz A.; Implementing Quantum Finite Automata Algorithms on Noisy Devices; International Conference on Computational Science; 2021
• Hidalgo C.; Vaca M.; Nowak M.; Frölich P.; Reed M.; Al-Naday M.; Mpatziakas A.; Protogerou A.; Drosou A.; Tzovaras D.; Detection, control and mitigation system for secure vehicular communication; Vehicular Communications; 2021
• Grabowski B.; Ziaja M.; Kawulok M.; Nalepa J.; Towards Robust Cloud Detection in Satellite Images Using U-Nets; 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS; 2021
• Nakip M.; Çopur O.; Güzeliş C.; Comparative Study of Forecasting Models for COVID-19 Outbreak in Turkey; ASYU2021 ; 2021
• Saylam A.; Cikmazel R.; Kelesoglu N.; Nakip M.; Rodoplu V.; Energy-Efficient Indoor Positioning for Mobile Internet of Things Based on Artificial Intelligence; ASYU2021 ; 2021
• Ostaszewski M.; Trenkwalder L.; Masarczyk W.; Scerri E.; Dunjko V.; Reinforcement learning for optimization of variational quantum circuit architectures; NeurIPS; 2021
• Gelenbe E.; Nakip M.; Marek D.; Czachórski T.; Diffusion Analysis Improves Scalability of IoTNetworks to Mitigate the Massive Access Problem; 2021 Mascots: 29th International Symposium on the Modelling, Analysis and Simulation of Computer and Telecommunication Systems; 2021
• Glos A.; Kokainis M.; Mori R.; Vihrovs J.; Quantum Speedups for Dynamic Programming on n-Dimensional Lattice Graphs; 46th International Symposium on Mathematical Foundations of Computer Science, MFCS 2021, August 23-27, 2021, Tallinn, Estonia; 2021
• Klamka J.; Controllability of Fractional Linear Systems with Delays; 25th International Conference on Methods and Models in Automation and Robotics; 2021
• Puchała Z.; Korzekwa K.; Salazar R.; Horodecki P.; Życzkowski K.; Dephasing superchannels; Physical Review A; 2021
• Nakip M.; Gelenbe E.; MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network; 2021 IEEE Global Communications Conference; 2021
• Kurzyk D.; Pawela Ł.; Puchała Z.; Relating entropies of quantum channels; Entropy; 2021
• Żarski M.; Wójcik B.; Książek K.; Miszczak J.; Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices; Computer-Aided Civil And Infrastructure Engineering; 2021
• Toro-Betancur V.; Premsankar G.; Słabicki M.; Di Francesco M.; Modeling Communication Reliability in LoRa Networks with Device-level Accuracy; INFOCOM 2021; 2021
• Szyguła J.; Domański A.; Domańska J.; Marek D.; Filus K.; Mendla S.; Supervised learning of Neural Networks for Active Queue Management in the Internet; Sensors; 2021
• Foremski P.; Berger A.; Plonka D.; Internet address structure analysis, and applications thereof; 2021
• Klamka J.; Kulczycki P.; Korbicz J.; Kacprzyk J.; Controllability of Fractional Linear Systems with Delays in Control; Studies in Systems, Decision and Control; 2021
• Çakan E.; Şahin A.; Nakip M.; Rodoplu V.; Multi-Layer Perceptron Decomposition Architecture for Mobile IoT Indoor Positioning; 7th IEEE World Forum on the Internet of Things; 2021
• Nakip M.; Karakayali K.; Güzeliş C.; Rodoplu V.; An End-to-End Trainable Feature Selection-Forecasting Architecture Targeted at the Internet of Things; IEEE Access; 2021
• Nakip M.; Helva A.; Güzeliş C.; Rodoplu V.; Subspace-Based Emulation of the Relationship Between Forecasting Error and Network Performance in Joint Forecasting-Scheduling for the Internet of Things; 7th IEEE World Forum on the Internet of Things; 2021
• Nakip M.; Güzeliş C.; Yıldız O.; Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection; IEEE Access; 2021