Kıymet KAYA ÜNAL

Bilgisayar Ve Bilişim Bilimleri Fakültesi, Yapay Zeka Ve Veri Mühendisliği Bölümü, Yapay Zeka Ve Veri Mühendisliği Anabilim Dalı

Research areas: Computer Sciences, Engineering and Technology, Artificial Intelligence, Computer Learning and Pattern Recognition, Information Systems, Communication and Control Engineering, Electrical and Electronics Engineering, Geological Engineering, Architecture

Publications

Adaptive Intrusion Detection for Evolving RPL IoT Attacks Using Incremental Learning (2026)
Deep Quake Dynamics: A Multimodal Fault-Aware Approach to Earthquake Magnitude and Occurrence Time Forecasting (2026)
Graph Generation via Temporal-Aware Biased Walks (2026)
WBHT: A Generative Attention Architecture for Detecting Black Hole Anomalies in Backbone Networks (2025)
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model (2025)
A data mining-based daylighting design decision support model for achieving visual comfort conditions in the multi-functional residential space (2025)
X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System (2024)
A YANG-aided Unified Strategy for Black Hole Detection for Backbone Networks (2024)
IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model (2024)
Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs (2024)
IHML: Incremental Heuristic Meta-Learner (2024)
A reinforcement learning based dynamic room pricing model for hotel industry (2023)
LoRaWAN-aided Waste-to-Energy Concept Model in Smart Cities (2021)
Demand forecasting model using hotel clustering findings for hospitality industry (2021)
Waste-to-Energy Framework: An intelligent energy recycling management (2021)
Deep Flexible Sequential (DFS) Model for Air Pollution Forecasting (2020)
A Binary Classification Model for PM<sub>10</sub> Levels (2018)
New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey (2016)