Program

6 NOVEMBER 2019, WEDNESDAY
09:00 – 11:00	Registration
1. KAT KONFERANS SALONU
11:10 – 11:20	Opening Speeches
11:20 – 11:50	Invited Speaker Prof. Dr. Abdullah Uz Tansel – Baruch College, NY Blockchain and Cryptocurrencies
11:50 – 13:20	Sessions 1-4-7
1. KAT KONFERANS SALONU | Session 1 – Big Data/IoT
Mert Onuralp Gökalp, Kerem Kayabay, Mohamed Zaki, Altan Koçyiğit, P. Erhan Eren and Andy Neely. Open-Source Big Data Analytics Architecture for Businesses Murat Akın and Şeref Sağıroğlu. Büyük Veri Perspektifinden Trafik Tahmini Zeynep Çağlar. A Road Map For The Big Data Implementation in the Judical System Tuba Yener, Şuayb Çağrı Yener and Resat Mutlu. An IoTBased PDCS System Muharrem Sirma, Adnan Kavak and Burak Inner. Cloud Based IoE Connectivity Engines for The Next Generation Networks: Challenges and Architectural Overview Irfan Kilic and Galip Aydin. Bigailab-trvlp-20k: Turkish License Plate Detection Using Deep Learning With A New Benchmark Dataset
YAVUZ | Session 4 – Network/Comm
Muhammad Asshad, Sajjad Ahmad Khan, Adnan Kavak and Kerem Kucuk. Performance Analysis of Multi-Node Cooperative Network with Amplified and Forward Relay Protocol Muhammed Nur Avcil and Müjdat Soytürk. Performance Evaluation of V2X Communications and Services in Cellular Network with a Realistic Simulation Environment Jawad Rasheed. mManagement: Wi-Fi Hotspot based Attendance Application using Android Smartphone Sadat Duraki, Adnan Mehrat and Sercan Demirci. A Mobile Application for Wireless Attendance System Abdessalam El Yassini. Miniaturised Broadband Patch Antenna using the Epsilon Negative Transmission Line for Wireless Communication Devices
İLHAN VARANK | Session 7 – Security/Privacy
İsmail İlhan and Mehmet Karaköse. Cybersecurity Framework for Requirements of Repair, Update, and Renovation in Industry 4.0 Cansu Saatci and Efnan Sora Gunal. Preserving Privacy in Personal Data Processing Atilla Aydin and Turksel Kaya Bensghir. Digital Data Sovereignty: Towards a Conceptual Framework Canan Tastimur, Mehmet Karakose and Erhan Akin. Vibration Signal Processing Based Bearing Defect Diagnosis with Transfer Learning Şükrü Aykat and Ahmet Sertbaş. A Review of CUDA Based Face Detection and Recognition Applications
13:20 – 14:15	Lunch
14:00 – 15:30	Sessions 2-5-8
KANUNİ | Session 2 – ML
Özgür Kutlu, Önder Demir and Barış Doğan. İnsansız Hava Aracı İle Elde Edilen Görüntülerin Derin Öğrenme Yöntemleri İle Analizi Emre Doğan and Buket Kaya. Text Summarization in Social Networks by using Deep Learning Berna Arı, Ali Arı, Abdulkadir Şengür and Seda Arslan Tuncer. Derin Öznitelikler Kullanılarak Aşırı Öğrenme Makineleri ile Kayısı Yapraklarının Sınıflandırılması Tolga Üstünkök, Ozan Can Acar and Murat Karakaya. Image Tag Refinement with Self Organizing Maps Murat Akın, Şeref Sağıroğlu and Alper Değirmenci. Yoğunluk Tabanlı Kümeleme Algoritması ile Trafik Akış Tahmin Modeli Aslı Demir, Beyza Nur Akılotu, Zehra Kadiroğlu and Abdulkadir Şengür. Makine Öğrenmesi Yöntemleri Kullanılarak Bitcoin Tahmini
YAVUZ | Session 5 – Security/Privacy
Merve Aladağ, Ferhat Özgür Çatak and Ensar Gül. Preventing Data Poisoning Attacks by Using Generative Models Mawj Mohammed Basheer and Asaf Varol. An Overview of Robot Operating System Forensics Mustafa Köğçe and Necati Ersen Şişeci. A New Approach to Security of NTP via SSL Certificates Yezi Kadhim and Alok Mishra. Radial Basis Function (RBF) Based on Multistage Autoencoders for Intrusion detection system (IDS) Ahmed Ameer Hamdi Hamamchi. Hiding Text Inside Image Ömer Durmuş, Asaf Varol and Nurhayat Varol. Infrastructure Requirements for Cybersecurity
İLHAN VARANK | Session 8 – Systematic Surveys
Fatih Gurcan and Setenay Sevik. Big Data Research Landscape: A Meta-Analysis and Literature Review from 2009 to 2018 Fatih Gurcan and Setenay Sevik. Human-Computer Interaction: A Literature Analysis from 1998 to 2018 Using Automated Text Mining Fatih Gurcan and Setenay Sevik. Mapping the Research Landscape of Deep Learning from 2001 to 2019 Ahmed Mohamed Saad Emam Saad. A Systematical Review Study to Investigate the Use of Biometric Security Techniques in Automatic Teller Machines: Insight from the Past 15 Years Sinan Akbulut, Yasemin Tesfaldet Gebreyesus, Alok Mishra and Ali Yazici. Systematic Mapping on Quality in Web Application Testing
15:30 – 15:45	Tea/Coffee Break
15:45 – 17:15	Sessions 3-6-9
KANUNİ | Session 3 – ML
Amani Yahyaoui, Akthar Jamil and Mirsat Yeşiltepe. A Decision Support System For Diabetes Prediction Using Machine Learning And Deep Learning Techniques Gülcan Yildiz and Bekir Dİzdaroğlu. Traffic Sign Detection via Color And Shape-Based Approach Harun Bingol and Bilal Alatas. Rumor Detection in Social Media Using Machine Learning Methods Cem Baydogan and Bilal Alatas. Detection of Customer Satisfaction on Unbalanced and Multi-Class Data Using Machine Learning Algorithms Beyza Nur Akılotu, Zehra Kadiroğlu and Abdulkadir Şengür. Bilgi Güvenliği ve Bu Alanda Yapılan Makine Öğrenmesi Çalışmaları Caner Balim and Efnan Sora Gunal. Automatic Detection of Smishing Attacks by Machine Learning Methods
YAVUZ | Session 6 – Security/Privacy
Enver Yazğılı and Muhammet Baykara. Siber Zorbalık ve Tespit Yöntemleri Ayhan Akbaş. Comparative Analysis of Lightweight Cryptography Algorithms on Resource Constrained Microcontrollers F. Sumeyye Cebeloglu and Mehmet Karakose. A Cyber Security Analysis Used for Unmanned Aerial Vehicles in the Smart City Mine Zeybek, Ercan Nurcan Yılmaz and İbrahim Alper Doğru. A Study on Security Awareness in Mobile Devices
İLHAN VARANK | Session 9 – Software Engineering
Onur Kilincceker and Fevzi Belli. Towards Uniform Modeling and Holistic Testing of Hardware and Software Katira Soleymanzadeh, Yigit Bul, Sarper Bagci and Geylani Kardas. A Tool for Modeling Json Logic Based Business Process Rules Muhammad Muhammad Inuwa and Asaf Varol. Intensity of Misconception in Software Engineering Necmettin Ozkan. Imperfections Underlying the Agile Manifesto Fatih Gurcan and Setenay Sevik. Business Intelligence and Analytics: An Understanding of the Industry Needs for Domain-Specific Competencies Fatih Gurcan and Setenay Sevik. Expertise Roles and Skills Required by the Software Development Industry
7 NOVEMBER 2019, THURSDAY
09:30 – 11:00	Sessions 10-14-18
KANUNİ | Session 10 – Software/Education
Ulkar Bayramova and Aliyev Afig. Innovations In Higher Education: MOODLE In Azerbaijan Universities Cansen Çağlayan. Comparison of the Code-based or Tool-based Teaching of the Machine Learning Algorithm for the First-Time Learners Necmettin Ozkan and Ayça Tarhan. Investigating Challenges of Scalability in Agile Software Development from a Design Perspective Işılay Tuncer, Şevval Az, Aşkın Karakaş and Mehmet Göktürk. Bağlam Temelli Kurumsal Raporlama Yönetici Asistanı
YAVUZ | Session 14 – AI
Hasan Yetis and Mehmet Karakose. Performance Comparision of Population-Based Quantum-Inspired Evolutionary Algorithms Serpil Aslan and Buket Kaya. Predicting Collaborations on Academic Information Networks Enes Celik, Pinar Onay Durdu and Sevinc Ilhan Omurca. EEG Sinyallerinden Dalgacık Dönüşümleri ile Duygu Tanıma Ulas Baran Baloglu, Bilal Alatas and Harun Bingol. Assessment of Supervised Learning Algorithms for Irony Detection in Online Social Media Eşref Yıldırım, Mustafa Uçar and Ahmet Özbayoğlu. Evolutionary optimized stock supportresistance line detection for algorithmic trading systems
İLHAN VARANK | Session 18 – Hardware/Comm
Tuba Yener, Şuayb Çağrı Yener and Resat Mutlu. Computer Aided Design of PID Control of Pulse DC Sintering System Şuayb Çağrı Yener and Resat Mutlu. A Microcontroller Implementation Of Hindmarsh-Rose Neuron ModelBased Biological Central Pattern Generator Sajjad Ahmad Khan, Sultan Aldırmaz Çolak, Adnan Kavak and Kerem Küçük. A User Location Distribution Based FFR Strategy for Efficient Utilization of Radio Resources in LTE-A HetNets Muhammad Asshad, Sajjad Ahmad Khan, Adnan Kavak and Kerem Kucuk. Evaluation of Multi Dual-Hop and Cooperative Relay Networks using MGF Based Analysis
11:00 – 11:30	Tea/Coffee Break
11:30 – 13:00	Sessions 11-15-19
KANUNİ | Session 11 – Blockchain
Ebru Gökalp, Selin Çoban and Mert Onuralp Gökalp. Blok Zincir Tabanlı Tedarik Zinciri Yönetimi Kabulü: Araştırma Modeli Önerisi Mustafa Tanrıverdi and Adem Tekerek. Implementation of Blockchain Based Distributed Web Attack Detection Application Caner Dikkollu, Yasin Akın, Bekir Baran Kaplan, Ugur Yayan and Esra Nergis Yolacan. Ethereum Blockchain Network-based Electrical Vehicle Charging Platform with Multi-Criteria Decision Support System Nursena Baygin, Mehmet Baygin and Mehmet Karakose. Blockchain Technology: Applications, Benefits and Challenges Ayşe Ceyda Ölmez and Enis Karaarslan. Blockchain Based Trusted Adoption and Fostering System Proposal for Turkish Animal Shelters
YAVUZ | Session 15 – AI
Sarah Laabidi and Abir Smiti. An improved median filter to reduce Salt and pepper noise in MRI Hadee Madadum and Yasar Becerikli. FPGA-Based Optimized Convolutional neural network framework for handwritten digit recognition Betül Bulut, Buket Kaya and Mehmet Kaya. A Paper Recommendation System Based on User Interest and Citations Umutcan Korkmaz, Havva İlayda Altunlu, Arzu Özkan and Enis Karaarslan. Sustainable Member Motivation System Proposal for NGOs: NGO-TR Esra Gündoğan and Mehmet Kaya. Creating Special Issues Automatically for Papers Accepted in Journals Ahmet Özbayoğlu. Unsupervised Fingerprint Classification with Directional Flow Filtering Elifgül Çakmak, Buket Kaya and Mehmet Kaya. Point-of-Interest Recommendation in Location-Based Social Networks
İLHAN VARANK | Session 19 – Image Processing
Naaman Yaseen, Salim Al-Ali and Abdulkadir Sengur. An Efficient Model for Automatic Number Plate Detection Using HOG feature from New North Iraq –Vehicle Image Vehicle Images Dataset Umur Erturk, Faruk Bostancıoğlu, Murat Erten, Murat Özbayoğlu and Ercan Solak. HSV Color Histogram Based Image Retrieval with Background Elimination Zainura Idrus, Zanariah Idrus and Siti Nurbaya Ismail. StarVizAlgo: Visual Analytic Dot Mapping in Data Visualization Muhammed Emre and Asaf Varol. Eyematch: An Eye Localization Method For Frontal Face Images Merve Gitmez, Murat Karabatak and Asaf Varol. Optik Çoğuşma Anahtarlama Ağ Verisi Üzerinden Sınıflandırma Algoritmalarının Karşılaştırılması Zehra Kadiroğlu, Beyza Nur Akılotu and Abdulkadir Şengür. Bitcoin Mekanizması ve Bitcoin’ le Alakalı Literatürde Yapılan Çalışmaların İncelenmesi Zehra Karapinar Senturk and Devrim Akgün. Seam Carving Based Image Retargeting: A Survey
13:00 – 14:00	Lunch
14:00 – 15:30	Sessions 12-16-20
KANUNİ | Session 12 – Computer Science
Muhammed Numan İnce, Melih Günay and Joseph Ledet. Building an Open Source Linux Computing System on Risk-V Mert Can Çıkla. Computation with Closed Timelike Curves Erkan Tanyildizi and Fadime Demirtaş. Hiper Parametre Optimizasyonu Nur Nadia Syahirah I ‘asr and Zainura Idrus. Parallel Coordinates Graph in Bundling Techniqu Nergiz Sozen. Solving Travelling Salesman Problem: A Hybrid Optimization Algorithm
YAVUZ | Session 16 – AI
Osman Altay, Mustafa Ulas and Kürsat Esat Alyamac. Prediction of SFRSCC’s T50 Performance Using Decision Tree Algorithm Merve Gitmez, Ibrahim Berkan Aydilek and Abdülkadir Gümüşçü. İstatistiksel Kutu Grafiği Yöntemi ve Meta Sezgisel Algoritmalarla Aykırı Değerlerin Tespit Edilmesi Mehmet Sevi and İlhan Aydın. DETERMINATION OF BOT GROUPS IN SOCIAL NETWORK ACCOUNTS BY MULTIPLE SEQUNCE ALIGNMENT METHOD Hamdullah Karamollaoğlu, İbrahim Alper Doğru, Nursal Arıcı and Oktay Yıldız. Content Based Sentiment Analysis for Turkish Twitter Feeds Through Vector Space Model Kemal Can Kara, Aşkın Karakaş and Simge Ilgım Horat. Yapay Zeka Destekli İş Ön-Mülakatı Sistemi
İLHAN VARANK | Session 20 – IT
Sercan Demirci, Selçuk Aslan and Serhat Celil İleri. Kooperatif Göçme Üretme Stratejisi Destekli Paralel Diferansiyel Gelişim Algoritmasının Performans Analiz Gökçe Komaç and Kürşat Çağıltay. An Overview of Trolling Behavior in Online Spaces and Gaming Context Murat Tahir Çaldağ, Mert Onuralp Gökalp and Ebru Gökalp. Açık Yönetim Verisi: Fayda ve Zorluk Analizi Ahmet Anıl Müngen, Ayşe Geçkil and Mehmet Kaya. Social Network Attribute Analysis Method for Node Alignment Process Saeeda Alansari and Alok Mishra. Inventory System Transition Towards ERP
15:30 – 16:00	Tea/Coffee Break
16:00 – 17:30	Sessions 13-17-21
KANUNİ | Session 13 – Data Mining
Gamzepelin Aksoy, Pınar Ataş and Murat Karabatak. Alışveriş Alışkanlıklarının Veri Madenciliği Sınıflandırma Algoritmaları ile İncelenmesi Elif Varol Altay and Bilal Alatas. Sensitivity analysis of MODENAR method for mining of numeric association rules Zeynep Özpolat, Onur Yıldırım and Murat Karabatak. Zehirli Yılanların Tespitine Yönelik Bir Veri Madenciliği Çalışması Erkan Tanyıldızı, Gökçe Yıldırım and Ogün Can Kaya. League of Legends Oyunu Üzerine Bir Veri Madenciliği Çalışması Büşran Aşıcı and İlhan Aydın. Detection of Fall Event with Extreme Learning Machine and One Dimensional Local Binary Pattern Elif Varol Altay and Bilal Alatas. Multi-objective Association Analysis of Parkinson Disease with Intelligent Optimization Algorithms
YAVUZ | Session 17 – AI
Emre Deniz, Hasan Erbay and Mustafa Coşar. Classification of Turkish E-Mails with Doc2Vec Tunç Medeni, Demet Soylu and İ. Tolga Medeni. Suggesting a Humor-oriented Action-based Learning System for Gamification to Design Information and Learning Management Systems Nur Çürükoğlu. Sınıflandırma Algoritmalarında Dengesiz Veri Seti Sorunu Aykut Diker, Zafer Cömert, Engin Avci, Mesut Toğaçar and Burhan Ergen. A novel application based on spectrogram and convolutional neural network for ECG classification Naaman Yaseen, Salim Al-Ali and Abdulkadir Sengur. Development of New ANPR Dataset for Automatic Plate Detection anf Recognition in North of Iraq Tolga Üstünkök and Murat Karakaya. Effect of PSO Tuned P, PD, and PID Controllers on the Stability of a Quadrotor
İLHAN VARANK | Session 21 – Medical Informatics
Mesut Toğaçar, Zafer Cömert, Burhan Ergen and Ümit Budak. Brain hemorrhage detection based on heat maps, autoencoder and CNN architecture Aytac Tekin, Mustafa Ulas and Fatma Uzun. Analysis of the Neonatal Sepsis Data Set with Data Mining Methods Hakan öcal and Necaattin Barışçı. Prostate Segmentation via Fusing the Nested-V-net3d and Vnet2d Hüseyin Kutlu, Engin Avci, Resul Çötelİ and Mehmet ÜstÜndağ. Lineer Diskriminant Analizine Dayalı Yeni Bir Uzman Hepatit Tanı Sistemi – Uç Öğrenme Makine Sınıflandırıcısı Adel Al-Zebari and Abdulkadir Sengur. Performance Comparison of Machine Learning Techniques on Diabetes Disease Detection