Split Feature Model for Adversarial Conditions
Ibrahim Karsu, Tulay Yildirim

Differential Privacy Practice on Diagnosis of COVID-19 Radiology Imaging Using EfficientNet
Zumrut Muftuoglu, Merve Ayyuce Kizrak, Tulay Yildirim

The Characteristics of Virtual Reality Usage in Educational Systems
Veljko Aleksic, Dionysios Politis

Object–oriented software metrics in software code vulnerability analysis
Kristijan Kuk, Stefan Denic, Stefan Denic

Parallel Implementation of the Model of Retina Ganglion Cells Layer
Simona Nedelcheva, Krasimira Georgieva, Petia Koprinkova-Hristova

Quantifying Blocks World State Space
Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Felix Petcusin

Speeding up the SUCCESS Approach for Massive Industrial Datasets
Krisztian Buza, Aleksandra Revina

Document Processing: Methods for Semantic Text Similarity Analysis
Abdul Wahab Qurashi, Violeta Holmes, Anju P. Johnson

Evolution from Modeling by Means of Function Block Diagrams to Domain-specific Modeling in Automation
Verislav Djukic

An MQTT-based Resource Management Framework for Edge Computing Systems
Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic

Robustness of Deep Learning Methods for Ocular Fundus Segmentation: Evaluation of Blur Sensitivity
Veljko Petrovic, Gorana Gojic, Dinu Dragan, Dusan Gajic, Nebojsa Horvat, Radovan Turovic, Ana Oros

Gender Recognition from Human Voice using Multi-Layer Architecture
Mohammad Amaz Uddin, Md Sayem Hossain, Refat Khan Pathan, Munmun Biswas

Identification of COVID-19 X-ray Images using CNN with Optimized Tuning of Transfer Learning
Grega Vrbancic, Spela Pecnik, Vili Podgorelec

Toddler Tracking System with Face Recognition and Object Tracking Using Deep Neural Network
Hanife Guney, Melek Aydın, Murat Taskıran, Nihan Kahraman

Bearing fault detection using deep neural network and weighted ensemble learning for multiple motor phase current sources
Tobias Wagner, Sara Sommer

Detecting Floodwater on Roadways from Image Data Using Mask-R-CNN
Salih Sarp, Murat Kuzlu, Mecit Cetin, Cem Sazara, Ozgur Guler

Fast Object Recognition for Humanoid Robots by Using Deep Learning Models with Small Structure
Aysegul Ucar, Simge Nur Aslan, Cuneyt Guzelis

End-To-End Learning from Demonstation for Object Manipulation of Robotis-Op3 Humanoid Robot
Simge Nur Aslan, Recep Ozalp, Aysegul Ucar, Cuneyt Guzelis

How well are known protein complexes supported in PPI networks?
Milana Grbic, Vukasin Crnogorac, Milan Predojevic, Aleksandar Kartelj, Dragan Matic

Selection of Countermeasures against Harmful Information based on the Assessment of Semantic Content of Information Objects in the Conditions of Uncertainty
Igor Parashchuk, Elena Doynikova, Igor Saenko, Igor Kotenko

An Urban Intelligence Service for the impact of urbanization on National Park
Yuan-Chih Yu

Tuning Turkish Text Classification Using Supervised Machine Learning-based Algorithms
Omer Koksal

Image Enhancement Effects On Adult Content Classification
Soner Can Kalkan, Burak Gozutok, Abdullah Al Nahas, Aysenur Kulunk, Hakkı Yagız Erdinc

How to Segment Turkish Words for Neural Text Classification?
Abdullah Al Nahas, Aysenur Kulunk, Burak Gozutok, Soner Can Kalkan, Hakki Yagiz Erdinc

A New Approach for Predicting an Important User on a Topic on Twitter
Huyen Trang Phan, Dai Tho Dang, Ngoc-Thanh Nguyen, Dosam Hwang

Enforcing fairness in logistic regression algorithm
Sandro Radovanovic, Andrija Petrovic, Boris Delibasic, Milija Suknovic

Analysis of scientific fields using journal citation networks: An empirical study
Dusica Knezevic, Milos Savic

Time-Series Classification with Constrained DTW Distance and Inverse-Square Weighted k-NN
Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic

REDBUL: An Online System for Reverse Engineering of Relational Databases
Drazen Brdjanin, Dragana Vukovic, Goran Banjac, Aleksandar Kelec, Igor Dujlovic, Nikola Obradovic, Danijela Banjac

Automatic Derivation of Conceptual Database Model from a Set of Business Process Models
Drazen Brdjanin, Aleksandar Vukotic, Goran Banjac, Danijela Banjac and Slavko Maric

Intelligent Analysis for Improving The Clinical Pathway of Lung Cancer
Yan Kang, Wenbo Xu, Yan Zhu, Fang Xie, Shuangshuang Dai, Weihui Dai

The Phases Based Approach for Regeneration of Timeline in Digital Forensics
Sandeepak Bhandari, Vacius Jusas

Gated Echo State Networks: a preliminary study
Daniele Di Sarli, Claudio Gallicchio, Alessio Micheli

Sparsity in Reservoir Computing Neural Networks
Claudio Gallicchio

Fall simulator for supporting supervised Machine Learning techniques in wearable devices
Armando Collado-Villaverde, Mario Cobos, Pablo Muñoz, Maria D. R-Moreno

DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping
Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel

A multilevel mapping based pedestrian model for social robot navigation tasks in unknown human environments
Hasan Kivrak, Furkan Cakmak, Hatice Kose, Sirma Yavuz

ML-SPD: Machine Learning based Sentiment Polarity Detection
Jelena Graovac, Marija Radovic, Berna Altınel Girgin

Single Object Tracking in OpenCV: A Benchmark
Adnan Brdjanin, Nadja Dardagan, Dzemil Dzigal, Amila Akagic

Speech Controlled IoT System Based on Context-Driven Rule Engine
Renato Soic, Marin Vukovic, Gordan Jezic

A Lightweight Cyber-Security Defense Framework for Smart Homes
Georgios Spanos, Konstantinos M. Giannoutakis, Konstantinos Votis, Brais Viano, Javier Augusto-Gonzalez, Georgios Aivatoglou, Dimitrios Tzovaras

A Hybrid Heuristic Community Detection Approach
Salmi Cheikh, Bouchema Sara, Zaoui Sara

Factual Question Generation for the Portuguese Language
Bernardo Leite, Henrique Lopes Cardoso, Luís Paulo Reis, Carlos Soares

Machine Learning algorithms approach for Gastro-Intestinal Polyps classification
Cincar Kristijan, Sima Ioan

A Semantic Approach for Domain-Specific Design Patterns Recommendations in CMS-based Web Development
Vassiliki Gkantouna, Vaios Papaioannou, Giannis Tzimas, Zlatan Sabic

SEADer++ v2: Detecting Social Engineering Attacks using Natural Language Processing and Machine Learning
Merton Lansley, Stelios Kapetanakis, Nikolaos Polatidis

Generation of Automatic Six-Legged Walking Behavior Using Genetic Algorithms
Sajjad Nematzadeh Miandoab, Farzad Kiani, Erkan Uslu

Identification of Computer Displays Through Their Electromagnetic Emissions Using Support Vector Machines
Hasan Seckin Efendioglu, Ulas Asık, Canturk Karadeniz

Optimally Efficient Locomotion Of Snake Robot
Yesim Baysal, Ismail Hakkı Altas

Sentiment Analysis Based Churn Prediction in Mobile Games using Word Embedding Models and Deep Learning Algorithms
Zeynep Hilal Kilimci, Hasan Yoruk, Selim Akyokus

A bi-objective maximal covering location problem: a service network design application
Lazar Mrkela, Zorica Stanimirovic