Assistant Professor in the Department of Computer Engineering at Bursa Technical University and currently a Postdoctoral Researcher in the Department of Computer Engineering at Qatar University.
My research focuses on Artificial Intelligence, Machine Learning, and Deep Learning, with particular interests in lightweight AI, time-series analysis, and intelligent systems.
I enjoy collaborating with interdisciplinary teams, solving real-world industry problems, and mentoring students through research projects that can evolve into high-quality academic publications.
Feel free to connect if you are working in related areas or would like to explore potential research or industry collaborations.
- Research interests
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- Artificial Intelligence
- Deep Learning
- Time-Series
- Internet of Things
- Information Security
- Hobbies
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- Cycling
- Guitar
- Chess
- Contact
- Phone (work): 0224 300 3758 Bursa Technical University, Mimar Sinan Campus, RN: G-409 Email: ahmet.kasif [at] btu.edu.tr Email: ksfahmet [at] gmail.com
Publications
Journal articles
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2027
A model-based Reference Architecture for smart aquaponics systems
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2024
Classical Turkish Music Composition with LSTM Self-Attention
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2024
Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation
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2023
Deep learning-based modelling of pyrolysis
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2023
Temporal fusion transformer-based prediction in aquaponics
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2023
Analysis of cyber security knowledge gaps based on cyber security body of knowledge
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2021
Energy Load Forecasting Using a Dual-Stage Attention-Based Recurrent Neural Network
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2021
A Firewall Policy Anomaly Detection Framework for Reliable Network Security
Conference papers
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2025
Image Processing for Precision Aquaponics: Applications, Challenges, and Future Directions
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2025
Federated Learning for Smart and Sustainable Aquaponics: A Decentralized AI Approach for Urban Resilience
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2021
Securing Internet of Things Networks with Gateways and Multi-SSID Technology
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2020
Performing similarity analysis on organic farming crop data of Turkish Cities
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2018
Classification of Turkish Universities by quantity and titles of Academic Staff
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2017
Dakik: Pomodoro Based Cross-Platform Time & Task Management App
Presentations
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2023
OWASP: Client-Server Architecture
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2019
Information Security – Security Awareness Training
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2019
Artificial Intelligence Approaches In Detecting Packet Filtering Firewall Anomalies
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2018
Classification of Turkish Universities by quantity and titles of Academic Staff
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2018
Regression Technique in Machine Learning
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2018
Blockchain and Cyber Security
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2017
Optical Character Recognition application for handwritten digits using OpenCV, SVM and C++
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2017
A Genetic Algorithm Application for Knapsack Problem in Java
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2017
Probabilistic Methods in Information Retrieval Systems
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2017
Dakik: Time Management App
Projects
- 2024–2026
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2023–2024
Development of a Prototype Interface and Model Software for AI-Supported Prediction of Biomass Pyrolysis Thermal Behavior
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2018–2021
Manageable Secure Gateway for Home Automation Systems
Reviews & jury
Peer review
Jury and mentoring
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2023
TEKNOFEST Educational Technologies Competition
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2023
NASA Space Apps Bursa