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A Comparative Study of Light Detection and Ranging Point Cloud Classification Methods Using Traditional Machine-Learning and Deep-Learning Approaches

Mohamed M. Abdelwahab, Walid S. El-Deeb, Aliaa A. A. Youssif

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Detection of Olfactory Stimulus in Electroencephalogram Signals Using Machine and Deep Learning Methods

Burak Akbugday, Sude Pehlivan Akbugday, Riza Sadikzade, Aydin Akan, Sevtap Unal

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Multiple Classification of Cyber Attacks Using Machine Learning

Ebu Yusuf Güven, Sueda Gülgün, Ceyda Manav, Behice Bakır, Zeynep Gürkaş Aydın

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Detection DDOS Attacks Using Machine Learning Methods

Tuğba Aytaç, Muhammed Ali Aydın, Abdül Halim Zaim

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Three-Dimensional Model Generation from Two-Dimensional Image Sequences Using Machine Learning

Mustafa Dağtekin, Batuhan Aşıroğlu, Özgür Can Turna

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Modeling the Interaction Between Meteorological Indicators and Electricity Production Using Machine Learning Methods: The Case of Türkiye

Mustafa Güler

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Evaluating the Spectrum of AI: From Deep Learning to Traditional Models in Identifying Celiac Disease Marsh Levels

Elif Keskin Bilgiç, İnci Zaim Gökbay, Yusuf Kayar

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Design of Graphical User Interface for Artificial Intelligence-Based Energy Management System for Microgrids

Necati Aksoy, İstemihan Genç

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Big Data Stream Processing Models for Building a Predictive System for Controlling Biological Risks in CIP Processes

Javanshir Zeynalov, Vitaly Kargin, Beyali Ahmedov, Viktor Artemyev, Anar Hajiyev, Gultaj Zeynalzade

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A Machine Learning Framework for Improved Fault Diagnosis in Service Transformers Using Dissolved Gas Analysis

Rupali Balabantaraya, Aditi Chatterjee, Ashwin Kumar Sahoo, Anshu Raj, Biswojyoti Khandual

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EMOTION RECOGNITION VIA GALVANIC SKIN RESPONSE: COMPARISON OF MACHINE LEARNING ALGORITHMS AND FEATURE EXTRACTION METHODS

Deger AYATA, Yusuf YASLAN, Mustafa KAMASAK

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A Comparative Analysis of Solar Photovoltaic Advanced Fault Detection and Monitoring Techniques

Siti Nor Azlina Mohd Ghazali, Muhamad Zahim Sujod

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Interpreting Primary Energy Consumption in Europe and Türkiye Using Explainable Artificial Intelligence

Ayşe Nur Adıgüzel Tüylü

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Impact Analysis of COVID-19 Pandemic on Istanbul Traffic with Big Data Tools

Uğur Alcan, Fırat Kaçar

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LANGUAGE IDENTIFICATION BASED ON N-GRAM FEATURE EXTRACTION METHOD BY USING CLASSIFIERS

Şengül BAYRAK HAYTA, Hidayet TAKÇI, Mübariz EMİNLİ

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Enhancing Zero-Day Attack Detection in IoT Networks via Isolation Forest and Ensemble Tree Models

Serpil Üstebay

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Fault Location Algorithm for Distribution Network Feeder Sections Based on Association Matrix

Hongzhe Ma, Yiming Wu, Hao Jiang

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A Non-Linear Multi-Objective Service Composition Optimization for Smart Agriculture with Lagrange’s Interpolation-based Evolutionary Algorithm

Shalini Sharma, Bhupendra Kumar Pathak, Rajiv Kumar

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Detection of Alzheimer’s Dementia by Using Deep Time–Frequency Feature Extraction

Ozlem Karabiber Cura, H Sabiha ture, Aydin Akan

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