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INISTA 2021: Kocaeli, Turkey
- International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, August 25-27, 2021. IEEE 2021, ISBN 978-1-6654-3603-8
- Kadir Can Cetin, H. Irem Türkmen, M. Amaç Güvensan:
N-Gram Based Transport Mode Detection Models for Energy Constrained Devices. 1-5 - Tayyip Mert Denizgez, Orçun Kamiloglu, Seda Kul, Ahmet Sayar:
Guiding Visually Impaired People to Find an Object by Using Image to Speech over the Smart Phone Cameras. 1-5 - Alexandra Vultureanu-Albisi, Costin Badica
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Recommender Systems: An Explainable AI Perspective. 1-6 - Baris Bulut, Hasan Burak Ketmen, Ali Serdar Atalay, Oguzhan Herkiloglu
An Arrowhead and Mimosa Based IoT Framework with an Industrial Predictive Maintenance Application. 1-5 - Waqar Tanveer
Unsupervised Person Re-Identification based on Feature Learning of Deep Convolutional Generative Adversarial Network. 1-6 - Ahmet Bagci, Mehmet Fatih Amasyali:
Comparison of Turkish Paraphrase Generation Models. 1-6 - Safa Chebbi, Sara Sekkate, Sofia Ben Jebara, Abdellah Adib
On the use of MFCC and SWT-based features for offensive speech detection in social media. 1-6 - Safa Yasin Müjdeci, Dima Alnahas
Hyperparameter Optimization for Black-Litterman Model via Genetic Algorithms. 1-5 - Görkem Gülmez, Kübra Cebbar, Seda Kul, Ahmet Sayar:
A Framework for Using Contactless Technologies in Operating Rooms. 1-6 - Mustafa Öztürk, Enver Çavus:
Vehicle Detection in Aerial Imaginary using a Miniature CNN Architecture. 1-6 - Ercan Avsar
Effects of Image Preprocessing on the Performance of Convolutional Neural Networks for Pneumonia Detection. 1-5 - Ahmet Basli, Cagrim Kahraman, Bahar Ates, Anil Çelebi:
Field Programmable Gate Arrays Based Multi Camera Thermal and Day Vision Video Processing and Distribution System. 1-5 - Niloufar Mehrabi
Application of Horse Herd Optimization Algorithm for medical problems. 1-6 - Cosku Öksüz, Oguzhan Urhan
Ensemble-LungMaskNet: Automated Lung Segmentation using Ensembled Deep Encoders. 1-8 - Hasan Zan
Sleep Arousal Detection Using One Dimensional Local Binary Pattern-Based Convolutional Neural Network. 1-4 - Burcu Oltu
Detection of Occlusal Plaque and Caries using Fuzzy C Means Based Segmentation Algorithm. 1-5 - Fatih Karpat
Convolutional Neural Networks Based Rolling Bearing Fault Classification Under Variable Operating Conditions. 1-6 - Nisseb Bergaoui, Sonia Ayachi Ghannouchi:
A new model for an agile adaptive learning process: A questionnaire for evaluating its added value. 1-6 - Mehmed Taha Aras, Mehmet Amaç Güvensan:
Challenges and Key Points for Fraud Detection in Aviation. 1-6 - Tatjana Zec, Aleksandar Kartelj, Marko Djukanovic, Milana Grbic, Dragan Matic:
Statistical analysis of correlation between weather parameters and new COVID-19 cases: a case study of Bosnia and Herzegovina. 1-6 - Emre Satir
A Novel Hybrid Approach to Improve Neural Machine Translation Decoding using Phrase-Based Statistical Machine Translation. 1-5 - Nevena Rankovic
Artificial Neural Network Architecture and Orthogonal Arrays in Estimation of Software Projects Efforts. 1-6 - Peter Anthony
A Review of Face Anti-spoofing Methods for Face Recognition Systems. 1-9 - Awf Abdulrahman
Feature Extraction Approach Based on Statistical Methods and Wavelet Packet Decomposition for Emotion Recognition using EEG Signals. 1-7 - Melih Yayla
CNN vs. LSTM for Turkish Text Classification. 1-6 - Dino Aljevic, Ljupco Todorovski, Sanda Martincic-Ipsic:
Extractive Text Summarization Based on Selectivity Ranking. 1-6 - Siham Akil
Feature selection based on machine learning for credit scoring : An evaluation of filter and embedded methods. 1-6 - Bülent Bilgehan
Generalized Probability Distribution Function for Wireless Biomedical Sensors. 1-5 - Daniel-Avram Pop, Adrian Sterca:
Automatic summarization of New Testament exegesis texts. 1-7 - Meryem Uzun-Per
An Approach to Recommendation Systems Using Scalable Association Mining Algorithms on Big Data Processing Platforms: A Case Study in Airline Industry. 1-6 - Hüseyin Fuat Alsan
Multimodal Retrieval with Contrastive Pretraining. 1-5 - Hristina Topalova, Kiril Alexiev:
ECG pulse train analysis. 1-7 - Derya Othan, Zeynep Hilal Kilimci:
Stock Market Prediction with New Generation Deep Contextualized Word Representations and Deep Learning Models using User Sentiments. 1-6 - Sashank Sridhar
Analysis and Prediction of Bitcoin Price using Bernoulli RBM-based Deep Belief Networks. 1-6 - Özgür Ugur, Ali Atilla Arisoy, Murat Can Ganiz, Berkay Bolac:
Descriptive and Prescriptive Analysis of Construction Site Incidents Using Decision Tree Classification and Association Rule Mining. 1-6 - S. Ayhan Çaliskan, Güray Gürkan:
Design and Realization of an Automatic Optical Inspection System for PCB Solder Joints. 1-6 - Ilgin Gökasar, Alperen Timurogullari:
Real-Time Prediction of Traffic Density with Deep Learning Using Computer Vision and Traffic Event Information. 1-5 - Nazrin Abbasli, Murat Can Ganiz:
Log and Execution Trace Analytics System. 1-7 - Ali Serener, Sertan Serte:
Glaucoma classification via deep learning ensembles. 1-5 - Alperen Yilmaz, Gizem Nur Uzun, Mustafa Zahid Gürbüz, Oguzhan Kivrak:
Detection and Breed Classification of Cattle Using YOLO v4 Algorithm. 1-4 - Egemen Belge, Recep Fatih Cantekin, Berna Erol, Volkan Akgül
Sensor Fusion Based on Integrated Navigation Data of Sea Surface Vehicle with Machine Learning Method. 1-6 - Ugur Erkan
A Novel Euler Chaotic Map for Image Encryption. 1-6 - Muskaan Beriwal, Sarvesh Agrawal:
Techniques for Suicidal Ideation Prediction: a Qualitative Systematic Review. 1-8 - Kübra Nilgün Karaca, Aydin Çetin:
Botnet Attack Detection Using Convolutional Neural Networks in the IoT Environment. 1-6 - Soukaina Nai
Proposal For A Computer Based Tutoring Strategy. 1-4 - Ali Can Karaca, Ibrahim Uçurmak, Mehmet Kemal Güllü:
Efficient Resolution Enhancement of JPEG2000 Compressed Multispectral Images Using Deep Super-resolution Methods. 1-6 - Fábio Santos, Filipe Silva, Petia Georgieva
Transfer Learning for Skin Lesion Classification using Convolutional Neural Networks. 1-6 - Sarah Younes, Manel Khelifi
EKF-GPSR: An Extended Kalman Filter for Efficient Routing in Vehicular Networks. 1-6 - Mücahit Oturak, Erkan Dursun:
A Cost-Effective IoT Based Smart Home Application. 1-6 - Ons Meddeb, Mohsen Maraoui, Mounir Zrigui:
Deep Learning based Semantic Approach for Arabic Textual Documents Recommendation. 1-6 - Azer Çelikten, Aybars Ugur, Hasan Bulut:
Keyword Extraction from Biomedical Documents Using Deep Contextualized Embeddings. 1-5 - Erhan Akan, Erdem Akagündüz, Ibrahim Baran Uslu:
A Data Collection System Design for Hand Gestures. 1-6 - Ehsan Nasiri, Mariofanna G. Milanova
Video Surveillance Framework Based on Real-Time Face Mask Detection and Recognition. 1-7 - Serhat Çolak, Günce Keziban Orman
Aggregating Time Windows for Dynamic Network Extraction. 1-6 - Vuong Van Pham, Amirmasoud Kalantari Dahaghi
Intelligent Approach in Smart Microchip Proppants Data Processing for Complex Hydraulic Fractures Diagnostic. 1-5 - Kemal Ünal Akdemir, Ersin Alaybeyoglu:
Classification of Red Mullet, Bluefish and Haddock Caught in the Black Sea by "Single Shot Multibox Detection". 1-4 - Oguzkagan Aliç, Ümmühan Basaran Filik
A Multi-objective Energy Management of Residential HVAC Loads. 1-6 - Merve Tunçer, Mehmet Fahri Bilici, Gülsen Eryigit:
Development of Goal-Oriented Dialogue Systems for Customer Services in Automotive Industry. 1-7 - Ersoy Kelebekler:
Monitoring and recording system of laboratory environmental conditions as ISO/IEC 17025 requirement. 1-6 - Josphat Chege Njuguna, Emre Alabay, Anil Çelebi, Aysun Tasyapi Çelebi, Mehmet Kemal Güllü:
Field Programmable Gate Arrays Implementation of Two-Point Non-Uniformity Correction and Bad Pixel Replacement Algorithms. 1-6 - Sebastian Ciobanu
Fixed Representatives and Variable Features: From Regularized Deep Clustering to Classic Clustering. 1-6 - Sertan Serte, Ali Serener:
Classification of COVID-19 and pleural effusion on chest radiographs using CNN fusion. 1-6 - Alim Kerem Erdogmus
Virtual Robotic Laboratory Compatible Mobile Robots for Education and Research. 1-6 - Mustafa Ayyildiz
Fault Tolerant Control of Wheeled Mobile Robots Using Adaptive Sliding Mode Controller. 1-6 - Alexandra Baicoianu
Diagnose Bearing Failures With Machine Learning Models. 1-6 - Ceren Keskin, M. Amaç Güvensan:
Traffic Hyperparameters for Long-Term Traffic Forecasting. 1-6 - Selim Erdem Çamlioglu
Performance Analysis of the Lesion Area Clustering Process From Dermatological Images in Embedded Systems. 1-6 - Ali Baser, Mustafa Sert:
Permeability Estimation for Natural State Modeling of Geothermal Fields with Machine Learning. 1-5 - Ferhat Arat
A Novel Objective Function for Frequency Switching Cost Aware RPL Algorithm. 1-5 - Tarek Belabed, Alexandre Quenon, Vitor Ramos Gomes Da Silva
Full Python Interface Control: Auto Generation And Adaptation of Deep Neural Networks For Edge Computing and IoT Applications FPGA-Based Acceleration. 1-6 - Ali Alper Demir
Text Line Segmentation in Handwritten Documents with Generative Adversarial Networks. 1-5 - Lahcen El Bouny, Mohammed Khalil, Abdellah Adib
Convolutional Denoising Auto-Encoder Based AWGN Removal From ECG Signal. 1-6 - Mouad Riyad, Mohammed Khalil, Abdellah Adib:
Hyperparameter Bayesian Optimisation applied to ConvNets for Motor Imagery tasks. 1-6 - Manel Khelifi
ReLM: An Efficient Reinforcement Learning-Based Localization Algorithm for Mobile Wireless Sensor Networks. 1-6 - Cansu Özkan
Selecting Emotion Specific Speech Features to Distinguish One Emotion from Others. 1-5 - Gülsüm Yigit
Simple But Effective GRU Variants. 1-6 - Furkan Göz, Fehmi Sener, Alev Mutlu, Kerem Küçük, Mahir Temur:
Learning to Rank for Text Summarization: Revisiting the Features and Methods for Turkish Bank Documents. 1-5 - Asli Çelik, Ayhan Küçükmanisa, Aydin Sümer, Aysun Tasyapi Çelebi, Oguzhan Urhan
LCD Pixel Defect Detection using Shallow CNN Based Approach. 1-6 - Selçuk Aslan, Sercan Demirci:
Performance Investigation of Parallel Immune Plasma Algorithm. 1-5 - Alperen Ates, Oguzhan Cosan, Bensu Degirmenci, Halit Ergezer, Mert Ozgehan:
Controller Design for Quadrotor-Slung Load System with Swing Angle Constraints Using Particle Swarm Optimization. 1-6 - Stella Dumencic, Sebastian Tschauner, Franko Hrzic, Ivan Stajduhar:
Automatic extraction of multiple-study X-ray images. 1-6 - Javokhir Musaev, Ngoc Thanh Nguyen, Dosam Hwang:
Image Channel as an Input Method for Deep Learning Ensemble. 1-5 - Abbas Memis, Songül Varli
Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes Disease from the 2D Total Proximal Femur Shape Deformity. 1-6 - Traian Lavric, Emmanuel Bricard, Marius Preda
Exploring Low-Cost Visual Assets for Conveying Assembly Instructions in AR. 1-6 - Burak Tagtekin, Berkan Höke, Mert Kutay Sezer, Mahiye Uluyagmur Öztürk:
FOGA: Flag Optimization with Genetic Algorithm. 1-6 - Yavuz Çapkan
Robotic Arm Guided by Deep Neural Networks and ew Knowledge-Based Edge Detector for Pick and Place Applications. 1-4 - Adnen Mahmoud, Mounir Zrigui:
Arabic Semantic Textual Similarity Identification based on Convolutional Gated Recurrent Units. 1-7 - Temoor Muther
Subsurface Physics Inspired Neural Network to Predict Shale Oil Recovery under the Influence of Rock and Fracture Properties. 1-6 - Emre Dandil, Mehmet Süleyman Yildirim
A Mask R-CNN based Approach for Automatic Lung Segmentation in Computed Tomography Scans. 1-6 - Ercan Cosgun, Anil Çelebi, M. Kemal Güllü:
A Channel Selection Method for Epilepsy Seizure Prediction. 1-5 - Bilge Yilmaz, Ercan Atagün, Fadime Ögülmüs Demircan, Ibrahim Yücedag:
Classification of Pressure Ulcer Images with Logistic Regression. 1-6 - Özlem Polat
Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks. 1-6 - Ciprian-Gabriel Cusmuliuc, Stefan Claudiu Susan, Bianca Demetra Chirica, Adrian Iftene:
News identification metric for classification prefiltering. 1-5 - Rafat Ashraf Joy
Fine Tuning the Prediction of the Compressive Strength of Concrete : A Bayesian Optimization Based Approach. 1-6 - Fábio Santos, Filipe Silva, Petia Georgieva
Out of Training Distribution Detection for Multi-Class Skin Lesion Diagnosis. 1-6 - Hedi Syamand Azat, Boran Sekeroglu, Kamil Dimililer
A Pre-study on the Layer Number Effect of Convolutional Neural Networks in Brain Tumor Classification. 1-6 - Gozde Yolcu Oztel:
Vision-based Road Segmentation for Intelligent Vehicles using Deep Convolutional Neural Networks. 1-5 - Caner Gezgez
Virtual Character Control by Brain-Computer Interface and Comparison of Performance Metrics. 1-7 - Okkes Tolga Altinöz:
Evolving model for synchronous weapon target assignment problem. 1-8 - Afsana Ahsan Jeny
Machine Vision-based Expert System for Automated Cucumber Diseases Recognition and Classification. 1-6 - Canan Batur Sahin:
DCW-RNN: Improving Class Level Metrics for Software Vulnerability Detection Using Artificial Immune System with Clock-Work Recurrent Neural Network. 1-8 - Cansu Cav, Aslinur Colak, Nilgün Fescioglu-Ünver:
Adaptive Traffic Signal Control to Reduce Delay Time at a Single Intersection Point. 1-6 - Hatice Vildan Dudukcu
Consolidated or individual training: Which one is better for blood glucose prediction? 1-6 - Joni Salminen, Juan Corporan, Soon-Gyo Jung, Bernard J. Jansen:
Taking Back Control of Social Media Feeds with Take Back Control. 1-7 - Sanghyun Lee, Bonghee Hong, Woo-Chan Kim:
A trajectory synthesis of free moving objects for continuous queries. 1-6 - Ishak Dolek, Atakan Kurt:
Ottoman OCR: Printed Naskh Font. 1-5 - Mehmet Korkmaz
Human-Aware Dynamic Path Planning. 1-5 - Omar Ali
Light Syntax Parsing and Fuzzy Systems for Rhetorical Structure Theory Text Segmentation. 1-6 - Ramazan Terzi
A Novel Pipeline on Medical Object Detection for Bias Reduction: Preliminary Study for Brain MRI. 1-6 - Mustafa Emre Yilmaz, Burcu Erkmen:
Advanced Lane Line Detection Using Heterogeneous Embedded Computing. 1-5 - Mert Çetinkaya, Tankut Acarman:
Driver Activity Recognition Using Deep Learning and Human Pose Estimation. 1-5 - Khadidja Chettah, Amer Draa
A Discrete Differential Evolution Algorithm for Extractive Text Summarization. 1-6 - Dogukan Arslan
Evaluation of Wizard-of-Oz and Self-Play Data Collection Techniques for Turkish Goal-Oriented Dialogue Agents. 1-6 - Kamil Dimililer
The Effect of Discrete Cosine Transform on COVID-19 Differentiation from Chest X-Ray Images: A Preliminary Study. 1-6 - Tuba Saltürk, Nihan Kahraman:
Effects of Environmental Factors on EEG Based Person Recognition. 1-4 - Lucia Georgiana Coca, Tudor Manoleasa, Adrian Iftene:
Asphalt crack identification experiments using convolution networks. 1-5 - Devrim Kayali
Face Mask Detection and Classification for COVID-19 using Deep Learning. 1-6 - Faton Kabashi, Halil Snopçe, Lejla Abazi-Bexheti, Lamir Shkurti
Analysis of the Cases of Coronavirus in Prizren Region by using ANOVA and regression analysis. 1-6 - Hatice Vildan Dudukcu, Murat Taskiran
Comprehensive Comparison of LSTM Variations for the Prediction of Chaotic Time Series. 1-5 - Masum Shah Junayed
Real-Time YOLO-based Heterogeneous Front Vehicles Detection. 1-7
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