%0 Conference Paper
%B 7th IEEE World Forum on the Internet of Things
%C New Orleans, Louisiana, USA
%D 2021
%G eng
%I IEEE
%R 10.1109/WF-IoT51360.2021.9595819
%T Randomization of Data Generation Times Improves Performance of Predictive IoT Networks
%U https://wfiot2021.iot.ieee.org

%0 Journal Article
%B IEEE Access
%D 2021
%G eng
%R 10.1109/ACCESS.2021.3087736
%T Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection
%U https://ieeexplore.ieee.org/abstract/document/9451553
%V 9
%8 10/2021
%& 84204

%0 Journal Article
%B IEEE Access
%D 2020
%G eng
%R 10.1109/ACCESS.2020.3038358
%T Multi-Channel Joint Forecasting-Scheduling for the Internet of Things
%U https://ieeexplore.ieee.org/abstract/document/9260218
%V 8
%8 11/2021
%& 217324 

%0 Conference Paper
%B 7th IEEE World Forum on the Internet of Things
%C New Orleans
%D 2021
%G eng
%I IEEE
%R 10.1109/WF-IoT51360.2021.9595663
%T Subspace-Based Emulation of the Relationship Between Forecasting Error and Network Performance in Joint Forecasting-Scheduling for the Internet of Things

%0 Journal Article
%B IEEE Access
%D 2021
%G eng
%R 10.1109/ACCESS.2021.3092228
%T An End-to-End Trainable Feature Selection-Forecasting Architecture Targeted at the Internet of Things
%U https://ieeexplore.ieee.org/document/9477183

%0 Conference Paper
%B 7th IEEE World Forum on the Internet of Things
%D 2021
%G eng
%I IEEE
%R 10.1109/WF-IoT51360.2021.9595282
%T Multi-Layer Perceptron Decomposition Architecture for Mobile IoT Indoor Positioning

%0 Conference Paper
%B 2021 IEEE Global Communications Conference
%C Barcelona
%D 2021
%G eng
%I IEEE
%T MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network
%8 7-11 Dec 2021

%0 Conference Paper
%B 2021 Mascots: 29th International Symposium on the Modelling, Analysis and Simulation of Computer and Telecommunication Systems
%C Houston, Texas, USA
%D 2021
%G eng
%I IEEE
%R 10.1109/MASCOTS53633.2021.9614289
%T Diffusion Analysis Improves Scalability of IoTNetworks to Mitigate the Massive Access Problem
%8 11/2021

%0 Conference Paper
%B ASYU2021 
%D 2021
%G eng
%I IEEE
%R 10.1109/ASYU52992.2021.9599049
%T Energy-Efficient Indoor Positioning for Mobile Internet of Things Based on Artificial Intelligence

%0 Conference Paper
%B ASYU2021 
%D 2021
%G eng
%I IEEE
%R 10.1109/ASYU52992.2021.9599053
%T Comparative Study of Forecasting Models for COVID-19 Outbreak in Turkey

%0 Conference Paper
%B International Conference on Computer, Information and Telecommunication Systems (CITS)
%C Istanbul, Turkey
%D 2021
%G eng
%I IEEE
%R 10.1109/CITS52676.2021.9618231
%T Dynamic Positioning Interval Based On Reciprocal Forecasting Error (DPI-RFE) Algorithm for Energy-Efficient Mobile IoT Indoor Positioning

%0 Conference Paper
%B 13th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING (ELECO)
%C Bursa, Turkey
%D 2021
%G eng
%I IEEE
%T A Smart Home Demand Response System based on Artificial Neural Networks Augmented with Constraint Satisfaction Heuristic

%0 Journal Article
%B Journal of Network and Computer Applications (JNCA)
%D 2022
%G eng
%R https://doi.org/10.1016/j.jnca.2022.103360
%T Dynamic Automatic Forecaster Selection via Artificial Neural Network Based Emulation to Enable Massive Access for the Internet of Things

%0 Conference Paper
%B International Conference on Image Analysis and Processing (ICIAP)
%D 2022
%G eng
%I Springer
%R 10.1007/978-3-031-06433-3_35
%T Engagement Detection with Multi-Task Training in E-Learning Environments

%0 Conference Paper
%B  EuroCybersec
%C Nice, France
%D 2022
%G eng
%I Springer
%R 10.1007/978-3-031-09357-9_10
%T Mitigating the Massive Access Problem in the Internet of Things

%0 Conference Paper
%B EuroCybersec 2021
%C Nice, France
%D 2022
%G eng
%I Springer
%R 10.1007/978-3-031-09357-9_5
%T Botnet Attack Detection with Incremental Online Learning

%0 Conference Paper
%B 18th International Conference on the Design of Reliable Communication Networks (DRCN)
%C Vilanova i la Geltrú, Spain
%D 2022
%G eng
%I IEEE
%R 10.1109/DRCN53993.2022.9758028
%T The IoTAC Software Security-by-Design Platform: Concept, Challenges, and Preliminary Overview

%0 Journal Article
%B IEEE Access
%D 2022
%G eng
%R 10.1109/ACCESS.2022.3174126
%T Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds
%V 10
%8 05/2022
%& 55602

%0 Journal Article
%B Performance Evaluation
%D 2022
%G eng
%R 10.1016/j.peva.2022.102308
%T Improving Massive Access to IoT Gateways
%8 08/2022
%& 102308

%0 Journal Article
%B Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA)
%D 2022
%G eng
%N 2
%R 10.22667/JOWUA.2022.06.30.068
%T Multi-Channel Subset Iteration with Minimal Loss in Available Capacity (MC-SIMLAC) Algorithm for Joint Forecasting-Scheduling in the Internet of Things
%V 13
%8 06/2022
%& 68

%0 Conference Paper
%B 2022 Mascots: 30th International Symposium on the Modelling, Analysis and Simulation of Computer and Telecommunication Systems
%C Nice, France
%D 2022
%G eng
%I IEEE
%T G-Networks Can Detect Different Types of Cyberattacks

%0 Journal Article
%B IEEE Sensors Journal
%D 2022
%G eng
%R 10.1109/JSEN.2022.3219251
%T MOSAL: A Subspace Based Forecasting Algorithm for Throughput Maximization in IoT Networks
%U https://ieeexplore.ieee.org/document/9942929
%8 11/2022

%0 Journal Article
%B IEEE Access
%D 2022
%G eng
%R 10.1109/ACCESS.2022.3226700
%T Traffic Based Sequential Learning During Botnet Attacks to Identify Compromised IoT Devices
%U https://ieeexplore.ieee.org/document/9969594
%V 10
%8 10/2022
%& 126536

%0 Conference Paper
%B IEEE International Symposium on Local and Metropolitan Area Networks
%C London, United Kingdom
%D 2023
%G eng
%I IEEE
%R 10.1109/LANMAN58293.2023.10189812
%T Real-Time Cyberattack Detection with Offline and Online Learning
%U https://ieeexplore.ieee.org/document/10189812

%0 Journal Article
%B Applied Energy
%D 2023
%G eng
%R 10.1016/j.apenergy.2023.121014
%T Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network
%U https://authors.elsevier.com/a/1gr4J15eif8Fs5
%V 340
%8 03/2023
%& 121014

%0 Conference Paper
%B The 48th IEEE Conference on Local Computer Networks
%C Daytona Beach, Florida, USA
%D 2023
%G eng
%I IEEE
%R https://doi.org/10.1109/LCN58197.2023.10223358
%T Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed
%U https://ieeexplore.ieee.org/document/10223358

%0 Conference Paper
%B Modeling, Analysis, and Simulation On Computer and Telecommunication Systems (MASCOTS)
%D 2024
%G eng
%I IEEE
%R 10.1109/MASCOTS59514.2023.10387644
%T Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection

%0 Journal Article
%B IEEE Transactions on Information Forensics and Security
%D 2024
%G eng
%R 10.1109/TIFS.2024.3402148
%T Online Self-Supervised Deep Learning for Intrusion Detection Systems
%U https://ieeexplore.ieee.org/abstract/document/10531267
%V 19
%8 05/2024 
%& 5668

%0 Journal Article
%B IEEE Access
%D 2023
%G eng
%R 10.1109/ACCESS.2023.3297977
%T IoT Network Cybersecurity Assessment with the Associated Random Neural Network

%0 Journal Article
%B IEEE Access
%D 2024
%G eng
%R 10.1109/ACCESS.2024.3401569
%T Multi-Sensor E-Nose based on Online Transfer Learning Trend Predictive Neural Network

%0 Journal Article
%B Applied Soft Computing
%D 2024
%G eng
%R 10.1016/j.asoc.2024.112023
%T Fire Detection and Risk Assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization
%V 164
%8 10/2024
%& 112023

%0 Journal Article
%B Computers & Industrial Engineering
%D 2024
%G eng
%R 10.1016/j.cie.2024.110453
%T System-wide vulnerability of multi-component software
%V 196
%8 10/2024
%& 110453

%0 Journal Article
%B Internet of Things
%D 2024
%G eng
%R https://doi.org/10.1016/j.iot.2024.101340
%T DISFIDA: Distributed Self-Supervised Federated Intrusion Detection Algorithm with Online Learning for Health Internet of Things and Internet of Vehicles  
%V 28
%8 12/2024
%& 101340

%0 Conference Paper
%B 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS24)
%C Krakow, Poland
%D 2024
%G eng
%I IEEE
%R https://doi.org/10.1109/MASCOTS64422.2024.10786560
%T Deep Learning Intrusion Detection and Mitigation of DoS Attacks
%U https://ieeexplore.ieee.org/abstract/document/10786560

%0 Journal Article
%B IEEE Network 
%D 2024
%G eng
%N 2
%R 10.1109/MNET.2024.3452962
%T System Wide Vulnerability and Trust in Multi-Component Communication System Software
%U https://drive.google.com/file/d/1123-TES0XmyG8_l1XlmAfdWV5Jf6QPeo/view 
%V 39
%8 09/2024
%& 108-114

%0 Conference Paper
%B 32nd International Conference on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS)
%C Krakow, Poland
%D 2024
%G eng
%I IEEE
%R 10.1109/MASCOTS64422.2024.10786521
%T An Associated Random Neural Network Detects Intrusions and Estimates Attack Graphs
%8 12/2024

%0 Conference Paper
%B The 10th International Conference on Next Generation Computing
%C Philippines (Hybrid)
%D 2024
%G eng
%I Korean Institute of Next Generation Computing
%T Analysis of the QoS Prediction via Recurrent Trend Predictive Neural Network under Low-Rate DoS Attacks
%U https://www.earticle.net/Article/A468884
%8 11/2024

%0 Journal Article
%K Fire detection
%K Self-Supervised
%K online learning
%K human-in-the-loop
%K multi-sensor
%B Knowledge-Based Systems
%D 2026
%P 14
%R 10.1016/j.knosys.2026.116533
%T Self-Supervised Online Learning Algorithm for rTPNN to Reduce False Alarms in Fire Detection
%V 350
%8 07/2026
%9 Research article

%0 Journal Article
%B Knowledge-Based Systems
%D 2026
%R 10.1016/j.knosys.2026.115995
%T A predictive neural network architecture for early detection of low-rate cyberattacks
%U https://www.sciencedirect.com/science/article/pii/S0950705126007215
%& 115995

%0 Conference Paper
%B 32nd International Conference on Telecommunications (ICT)
%C Thessaloniki, Greece
%D 2026
%I IEEE
%R 10.1109/ICT70370.2026.11594667
%T Performance, Energy Efficiency, and Security of Distributed rTPNN for TinyML-Enabled Smart Homes
%U https://ieeexplore.ieee.org/abstract/document/11594667

%0 Journal Article
%B IEEE Access
%D 2026
%P 27
%R 10.1109/ACCESS.2026.3711446
%T Trends and Multidimensional Analysis of Performance-Influencing Components in Electronic Noses: A Survey
%U https://ieeexplore.ieee.org/abstract/document/11599553
%& 104834

%0 Conference Paper
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)
%D 2026
%T QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles

%0 Conference Paper
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)
%D 2026
%T Trend-based Multi-Modal Anomaly and Cyber Threat Detection with Traceable Explainability for Cloud Services

%0 Conference Paper
%B European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)
%D 2026
%T Optimizing Information Retrieval in RAG Systems via Proactive Hyperparameter Selection

%0 Conference Paper
%B IEEE International Conference on Intelligent Transportation Systems (ITSC)
%D 2026
%I IEEE
%T Federated Intrusion Detection for Smart Vehicles

%0 Conference Paper
%B 35th ACM International Conference on Information and Knowledge Management
%D 2026
%T An LLM-Guided Agentic Optimization Toolbox for Edge-Deployable Neural Networks

%0 Conference Paper
%B 35th ACM International Conference on Information and Knowledge Management
%D 2026
%T Energy- and QoS-Gated Federated Learning for Sustainable Wearable Stress Detection