2022

• A soft voting ensemble learning-based approach for multimodal sentiment analysis

Mehmet Umut Salur, Ilhan Aydın

Neural Computing and Applications

• An ensemble approach for aspect term extraction in Turkish texts

Mehmet Umut Salur, Ilhan Aydın, Maen Jamous

Pamukkale University Journal of Engineering Sciences

• A Novel Sentiment Classification Model Based on Deep Feature Extraction for Turkish Tweets

Mehmet Umut Salur, Ilhan Aydın

Fırat University Journal of Engineering Science

• Defect classification of railway fasteners using image preprocessing and alightweight convolutional neural network

Ilhan Aydin, Mehmet Sevi, Mehmet Umut Salur, Erhan Akin

Turkish Journal of Electrical Engineering and Computer Sciences

• Virtual Reality and Augmented Reality Applications in Smart Tourism

Mehmet Umut Salur

4. International Conference on Virtual Reality

2021

• An Annotated Turkish Aspect Based Sentiment Analysis Corpus for Smart Tourism

Mehmet Umut Salur, Ilhan Aydın

2021 Innovations in Intelligent Systems and Applications Conference (ASYU)

• Fine-Tuning Convolutional Neural Network Based Railway Damage Detection

Ahmet Aydın, Mehmet Umut Salur, Ilhan Aydın

IEEE EUROCON 2021-19th International Conference on Smart Technologies

2020

• A novel hybrid deep learning model for sentiment classification

Mehmet Umut Salur, Ilhan Aydın

IEEE Access

2019

• Real-Time Detection of Threatening Objects with Embedded Deep Learning

Mehmet Umut Salur, Ilhan Aydın, Mehmet Karaköse

Dicle University Journal of Engineering (DUJE)

• SmartSenti: A Twitter-Based Sentiment Analysis System for the Smart Tourism in Turkey

Mehmet Umut Salur, Ilhan Aydın

2019 International Conference on Artificial Intelligence and Data Processing

2018

• Multiple Population based Particle Swarm Optimization for Sentiment Analysis

Mehmet Umut Salur, Ilhan Aydın, Fatma Başkaya

TBV Journal of Computer Science and Engineering

• Detection of Fake Twitter Accounts with Machine Learning Algorithms

Ilhan Aydın, Mehmet Sevi, Mehmet Umut Salur

2018 International Conference on Artificial Intelligenceand Data Processing (IDAP)

• An Embedded Real-Time Object Detection and Measurement of its Size

Nashwan Adnan Othman, Mehmet Umut Salur,Mehmet Karaköse, Ilhan Aydın

2018 International Conference on Artificial Intelligenceand Data Processing (IDAP)

• The Impact of Preprocessing on Classification Performance in Convolutional Neural Networks forTurkish Text

Mehmet Umut Salur, Ilhan Aydın

2018 International Conference on Artificial Intelligenceand Data Processing (IDAP)

• Sentiment classification based on deep learning

Mehmet Umut Salur, Ilhan Aydın

26th Signal Processing and Communications Applications Conference (SIU)

2017

• Evaluation of Access to People via Twitter Messages Shared by Universities Based-on Fuzzy Association Rules

Mehmet Umut Salur, Ilhan Aydın

Harran University Journal of Engineering

• Text classification on mahout with Naïve-Bayes machine learning algorithm

Mehmet Umut Salur, Sezai Tokat, Ibrahim Berkan Aydilek

2017 International Artificial Intelligence and Data Processing Symposium (IDAP)

• Comparing Inertia Weights of Particle Swarm Optimization in Multimodal Functions

Ibrahim Berkan Aydilek, Mehmet Akif Nacar, Abdülkadir Gümüşçü, Mehmet Umut Salur

2017 International Artificial Intelligence and Data Processing Symposium (IDAP)

• Sentiment Classification with PSO Based Weighted K-NN

Ilhan Aydın, Fatma Başkaya, Mehmet Umut Salur

2nd International Conference on Computer Science and Engineering(UBMK’17)

2016

• Model Recommendations for the Authorization of User Actions in High Performance Computung Clusters

Dursun Akaslan, Mehmet Umut Salur, Mehmet Akif Nacar

International Engineering,Science and EducationConference (INESEC)

• A Data Mining Application with Mahout:Sentiment Analysis on Tweets of Newspapers

Mehmet Umut Salur, Gürhan Gündüz

International Conference on Computer Science and Engineering

• Increasing Software Quality through Random Forest Algorithm

Ibrahim Berkan Aydilek, Mehmet Umut Salur, Fatma Didem Öğretmen

International Conference on Computer Science and Engineering

• Sentiment Classification with PSO Based Weighted K-NN

Ilhan Aydın, Fatma Başkaya, Mehmet Umut Salur

2nd International Conference on Computer Science and Engineering(UBMK’17)

2015

• Designing a Relational Database to Alleviate the Impacts of Foreign Words on the Turkish Language

Dursun Akaslan, Mehmet Umut Salur, Mehmet Emin Tenekeci, Abdulkadir Gümüşçü

International Journal of Social Sciences and Education Research

2020-2021

Development of Innovative Deep Learning and Aspect-Based Sentiment Analysis Method for Smart Tourism

Funded by The Scientific and Technological Research Council of Turkey

2014-2017

Designing a relational database to alleviate the impacts of foreign words on the Turkish Language

Funded by Higher Education Institutions (Harran University)