Kıymet KAYA ÜNAL
Bilgisayar Ve Bilişim Bilimleri Fakültesi, Yapay Zeka Ve Veri Mühendisliği Bölümü, Yapay Zeka Ve Veri Mühendisliği Anabilim Dalı
Araştırma alanları: Bilgisayar Bilimleri, Mühendislik ve Teknoloji, Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma, Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği, Elektrik-elektronik Mühendisliği, Jeoloji Mühendisliği, Mimarlık
Yayınlar
- 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)