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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

M. Karakose

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5 papers indexed here

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Conference Sep 2026

A New YOLO Based Spatio-Behavioural Feature Analysis for Anomaly Detection in Crowd Videos

This study presents a hybrid deep learning model that enables autonomous detection and spatial analysis of anomalous behavior in crowded scenes to enhance safety in public spaces. Existing anomaly detection approaches often focus solely on event classification and provide limited information about the spatial distribut...

Numan Ağaç, Selen Gurbuz, Turan Göktuğ Altundoğan et al. · 0 citations
Conference Sep 2026

The Role of Quantum Microservice Architectures in Overcoming Hardware Limitations in the NISQ Era

Quantum computing currently functions not as standalone systems, but rather as auxiliary accelerators dependent on classical processors. This situation has led to the emergence of Classical-Quantum Hybrid architecture, which necessitates the integration of classical software with quantum algorithms. However, monolithic...

Niyazi Furkan Bar, M. Karakose · 0 citations
Conference Sep 2026

A Route Planning Approach Using Genetic Algorithm and Costmap for Heterogeneous Multi Unmanned Vehicles

In this study, mission assignment and route planning were performed for unmanned aerial, ground, and maritime vehicles (Unmanned Vehicles, UVs). First, a genetic algorithm (GA) was used to determine the mission suitability of the UVs. The various characteristics of the vehicles and environmental factors were taken into...

Nigar Ozbey, M. Karakose · 0 citations
Conference Sep 2026

A New CLIP Based Domain-Specific Image-Text Alignment Approach for VQA and Image Captioning in Interpretation of Crowd Images

With the development of attention mechanisms and transformer architectures, multi-mode problems such as automated image annotation and visual question-and-answer can be solved with high performance. The difficulty of these types of problems varies depending on the domain to which the image data belongs and the semantic...

Turan Goktug Altundogan, Selen Gürbüz, M. Karakose · 0 citations
Conference Sep 2026

Network Intrusion Detection Using SNMP MIB Data: A Multi-Device Machine Learning Approach

The increasing complexity and volume of network traffic have made the accurate and timely detection of cyber-attacks a critical challenge. This study proposes a machine learning-based intrusion detection approach using Simple Network Management Protocol - Management Information Base (SNMP-MIB) data collected from four...

Emirhan Erdem, M. Karakose, Kürşat İnce · 0 citations

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