Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Interpolation Based Distributed Learning İnterpolasyon Tabanlı Paralel Öğrenme

32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024 identifier

Model Agnostic Knowledge Transfer Methods for Sentence Embedding Models

2nd International Congress of Electrical and Computer Engineering, ICECENG 2023, Bandirma, Turkey, 22 - 25 November 2023, pp.3-16 Sustainable Development identifier

Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling

2nd International Conference on Advanced Engineering, Technology and Applications, ICAETA 2023, İstanbul, Turkey, 10 - 11 March 2023, vol.1983 CCIS, pp.450-463 identifier

Sentence Detailing and Its Applications

2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

Exploring the Benefits of Data Augmentation in Math Word Problem Solving

17th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2023, Hammamet, Tunisia, 20 - 23 September 2023 identifier

Racial Bias Mitigation with Federated Learning Approach Federe Ogrenme Yaklasimiyla Irksal Yanliligin Azaltilmasi

8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Turkey, 13 - 15 September 2023, pp.548-553 identifier

Investigating Semi-Supervised Learning Algorithms in Text Datasets

2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022 identifier identifier

Intelligent Word Embedding Methods to Support Project Proposal Grouping for Project Selection

4th International Conference on Intelligent and Fuzzy Systems (INFUS), Bornova, Turkey, 19 - 21 July 2022, vol.504, pp.990-998 Sustainable Development identifier identifier

Masked Word Prediction with Statistical and Neural Language Models

2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Turkey, 15 - 17 October 2020 identifier

Segmentation of Hashtags with LSTM LSTM ile Sosyal Medya Etiketlerinin Ayriştirilmasi

2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Turkey, 15 - 17 October 2020 identifier

Reversed Image Detection with Convolutional Neural Networks Evrişimsel Sinir Aǧlari ile Ters Görüntü Tespiti

2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Turkey, 15 - 17 October 2020 identifier

Sosyal Ağ Akışlarında Anomali Olaylarının Tespiti için Kelime Frekansı Tabanlı Bir Yöntem

2nd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2020), Gaziantep, Turkey, 7 - 09 October 2020, pp.1-4

Üç Boyutlu Doğal Seyrüsefer

28th Signal Processing and Communications Applications Conference (SİU), Gaziantep, Turkey, 5 - 07 October 2020

Otonom Efektif Alan Tarayıcı Robot Tasarımı

Akıllı Sistemlerde Yenilikler ve Uygulamaları, İzmir, Turkey, 31 October - 02 November 2019, pp.1-4

Words, Meanings, Characters in Sentiment Analysis

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Adana, Turkey, 04 October 2018, pp.1-4

A Fully Unsupervised Framework for Scoring Driving Style

9th International Conference on Intelligent Systems (IS), Funchal, Portugal, 25 - 27 September 2018, pp.228-234 identifier identifier

RoboCup RRL Manevra 2 Alanı için Otonom Gezinim Algoritması

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, Antalya, Turkey, 5 - 07 October 2017, pp.71

Tasarlanmış Engebeli Ortamda Otonom Mobil Robot Gezinimi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, Antalya, Turkey, 5 - 07 October 2017, pp.37

Comparison of 3-Dimensional SLAM systems: RTAB-Map vs. Kintinuous

2nd International Conference on Computer Science and Engineering, UBMK 2017, Antalya, Turkey, 5 - 08 October 2017, pp.99-103 identifier identifier

Android application for simultaneously control of multiple land robots which have different drive strategy

2nd International Conference on Computer Science and Engineering, UBMK 2017, Antalya, Turkey, 5 - 08 October 2017, pp.724-728 identifier identifier

Comparison of Templates with Word2vec in Finding Semantic Relations Between Words

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Antalya, Turkey, 05 October 2017, pp.1

Thermal based exploration for search and rescue robots

2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017, Gdynia, Poland, 3 - 05 July 2017, pp.113-118 identifier identifier

Ensemble learning with surrogate splits Vekil Ayrimlarla Kolektif Öǧrenme

25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017 identifier

A Fast 3D Exploration Algorithm for Autonomous Aerial Robots

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Autonomous Mobile Robot Exploration in Negative Obstacle Environment

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Temsil Öğrenme için Bongard Problemleri

Uluslararası Bilgi?sayar Bilimleri ve Mühendisliği ?Konferansı, Tekirdağ, Turkey, 20 October 2016, vol.1, pp.1-4

Topluluk Algoritması Destekli Yarı-eğiticili Öğrenme

Uluslararası Bilgi?sayar Bilimleri ve Mühendisliği ?Konferansı, Tekirdağ, Turkey, 20 October 2016, vol.1, pp.1-4

Transfer Learnnig in sentiment analysis

Akıllı Sistemlerde Yenilikler ve Uygulamaları, Düzce, Turkey, 29 September 2016, vol.1, pp.1-4

Yazar Tanımada Köşe Yazısı ve Tweet'lerin Çapraz Kullanımı

Elektrik-Elektronik, Bilgisayar, Biyomedikal Mühendislikleri Bilimsel Toplantısı, İstanbul, Turkey, 26 April 2016, vol.1, pp.1-4

Experiences of Team Yildiz in Virtual and Real Rescue League

The Future of robot rescue simulation Workshop, Leiden, Netherlands, 29 February - 04 March 2016

Bileşik Cümlelerde Yan Cümleciklerin Otomatik Etiketlenmesi

18. Akademik Bilisim Konferansı, Aydın, Turkey, 03 February 2016, vol.1, pp.1-4

Impact of Artificial Dataset Enlargement on Performance of Deformable Part Models

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.193-196 identifier identifier

An Architecture for Multi-Robot Hector Mapping

International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romania, 2 - 05 August 2016 Creative Commons License identifier identifier

text2arff: A Text Representation Library

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.197-200 identifier identifier

Time Effect in Sentiment Analysis

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.209-212 identifier identifier

3 Dimensional Thermal Mapping

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1201-1204 identifier identifier

Deformable Part Model and Deep Learning Comparison on Victim Detection

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1513-1516 identifier identifier

Semantic Role Labeling with Relative Clauses

3rd GLOBAL CONFERENCE ON COMPUTER SCIENCE, SOFTWARE, NETWORKS AND ENGINEERING, İstanbul, Turkey, 19 November 2015, vol.1, pp.1-4

Implementation of frontier-based exploration algorithm for an autonomous robot

International Symposium on Innovations in Intelligent Systems and Applications, INISTA 2015, Madrid, Spain, 2 - 04 August 2015 identifier

Comparison of machine learning methods for the sequence labelling applications

Signal Processing and Communication Applications Conference, Malatya, Turkey, 16 May 2015, vol.1, pp.503-506

Frontier-Based Autonomous Exploration Algorithm Implementation

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.1313-1316 identifier identifier

Human victim detection with Deformable Part Models Degişebilir Parça bazli Modeller ile Kurban Tanima

2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Turkey, 16 - 19 May 2015, pp.947-950 identifier identifier

nImplementation of Frontier-Based Exploration Algorithm for an Autonomous Robot

International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, Spain, 2 - 04 September 2015, pp.34-40 identifier

Örneklemeli K-ortalama Algoritması

ELEKTRİK – ELEKTRONİK - BİLGİSAYAR MÜHENDİSLİĞİ SEMPOZYUMU VE FUARI, Bursa, Turkey, 27 November 2014, vol.1, pp.1-4

ROS Compatible Robot Platform Implementation

Türkiye Otonom Robotlar Konferansı, Ankara, Turkey, 06 November 2014, vol.1, pp.1-4

En Yakın k Komşuluk Algoritmasında Örneklere Bağlı Dinamik k Seçimi

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, İzmir, Turkey, 09 October 2014, vol.1, pp.1-4

A New Gating Function for Mixture of Experts

Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU) Sempozyumu, İzmir, Turkey, 09 October 2014, vol.1, pp.1-4

Nonobot: Hayat Bilgisi Toplama Amaçlı Oyun

AKADEMİK BİLİŞİM 2014, Mersin, Turkey, 05 February 2014, vol.1, pp.1-4

Routing with Dijkstra in Mobile Ad-Hoc Networks

17th International Symposium on Robot World Cup (RoboCup), Eindhoven, Netherlands, 24 June - 01 July 2013, vol.8371, pp.316-325 identifier identifier

Obstacle Avoidance with Vector Field Histogram Algorithm for Search and Rescue Robots

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.766-769 identifier identifier

Comparing Informative Sample Selection Strategies in Classification Ensembles

The 2nd International Conference on Information and Intelligent Computing, ICIIC 2013, Kuala Lumpur, Malaysia, 29 December 2013, vol.1, pp.1-4

Active learning for Turkish sentiment analysis

2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013, Albena, Bulgaria, 19 - 21 June 2013 identifier

Evaluation of Robustness of Ensemble Learners to Noisy Data

21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4

KNN Parameter Selection Via Meta Learning

21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4

A Semi-Random Subspace Method for Classification Ensembles

21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4

Supervised and Traditional Term Weighting Methods for Sentiment Analysis

21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4

Active Learning with Committees and the Selection of Starting Sets

21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4

Usage of HoG (histograms of oriented gradients) features for victim detection at disaster areas

8th International Conference on Electrical and Electronics Engineering, ELECO 2013, Bursa, Turkey, 28 - 30 November 2013, pp.535-538 identifier identifier

Metinlerin Anlamsal Uzayda Temsil Yöntemlerinin Sınıflandırma Performansina Etkileri

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), Trabzon, Turkey, 03 July 2012, vol.1, pp.1-4

Türkçe Sohbet Robotu

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), Trabzon, Turkey, 03 July 2012, vol.1, pp.1-4

Kelime Yörüngeleri

Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Turkey, 18 April 2012, vol.1, pp.1-4

Bilgisayar Destekli Üslup İncelemesi

2. Uluslararası Türk Dili ve Edebiyatı Sempozyumu, Isparta, Turkey, 19 - 21 October 2011

Comparison of Single and Ensemble Classifiers in Terms of Accuracy and Execution Time

IEEE International Symposium on Innovations in Intelligent Systems and Applications, İstanbul, Turkey, 15 June 2011, vol.1, pp.1-4

Sınıflandırıcı Topluluklarında Başarı Tabanlı Budama ve Ağırlıklı Oylama

IEEE 19.Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Antalya, Turkey, 20 April 2011, vol.1, pp.194-197

Hayat Bilgisi Veritabanı Kullanılarak Otomatik Cümle Üretimi

XV. Türkiye'de İnternet Konferansı, İstanbul, Turkey, 02 December 2010, vol.1, pp.1-4

Kamera Görüntülerinden Gidilen Yolun Kestirimi

Bilimde Modern Yöntemler Sempozyumu, Diyarbakır, Turkey, 14 October 2010, vol.1, pp.5-9

Otonom Bir Robotla Statik Ortamda Nesne Etiketleme

Bilimde Modern Yöntemler Sempozyumu, Diyarbakır, Turkey, 14 October 2010, vol.1, pp.1-4

Text2arff: Automatic feature extraction software for Turkish texts

Signal Processing and Communication Applications Conference, Diyarbakır, Turkey, 22 April 2010, vol.1, pp.629-632

Türkçe Hayat Bilgisi Veri Tabanının Oluşturulması

AKADEMİK BİLİŞİM 2010, Muğla, Turkey, 10 February 2010, vol.1, pp.1-4

Measurement of turkish word semantic similarity and text categorization application

Signal Processing and Communication Applications Conference, Antalya, Turkey, 09 April 2009, vol.1, pp.1-4

Türkçe Haber Metinleri İçin Otomatik Özetleme

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Isparta, Turkey, 19 June 2008, vol.1, pp.1-4

The performance factors of clustering ensembles

Signal Processing and Communication Applications Conference, Aydın, Turkey, 20 April 2008, vol.1, pp.1-4

Author Attribution of Turkish Texts by Feature Mining

Third International Conference on Intelligent Computing, ICIC 2007, Quingdao, China, 21 August 2007, vol.1, pp.1086-1093

A New Feature Extraction Method for Text Classification

Signal Processing and Communication Applications Conference, Eskişehir, Turkey, 11 June 2007, vol.1, pp.1-4

Eş Zamanlı Konum Belirleme ve Harita Oluşturma Amaçlı Otonom Bir Robot

Elektrik Elektronik Bilgisayar Mühendisliği Sempozyumu (ELECO 2006), Bursa, Turkey, 6 - 10 December 2006, pp.225-229

Clustering Application Benchmark

IEEE International Symposium on Workload Characterization, California, United States Of America, 25 October 2006, vol.1, pp.178-181

Using machine learning methods in the computation of engine power of motorboats and the comparison of these methods

International Conference on Modeling and Simulation, Proceedings of International Conference on Modeling and Simulation 2006, Konya, Turkey, 28 August 2006, pp.223-227

Farklı Özellik Vektörleri ile Türkçe Dokümanların Yazarlarının Belirlenmesi

Fifteenth Turkish Symposium on Artificial Intelligence and Neural Networks, Muğla, Turkey, 21 June 2006, vol.1, pp.1-4

An Approach for Word Categorization Based on Semantic Similarity Measure Obtained from Search Engines

Signal Processing and Communication Applications Conference, Antalya, Turkey, 17 April 2006, vol.1, pp.1-4

Comparison of different neural networks performances on motorboat datasets

21st International Symposium on Computer and Information Sciences (ISCIS 2006), İstanbul, Turkey, 1 - 03 November 2006, vol.4263, pp.212-220 identifier identifier

Cline: New Multivariate Decision Tree Construction Heuristics

ICSC Congress on Computational Intelligence Methods and Applications (CIMA 2005), İstanbul, Turkey, 15 December 2005, vol.1, pp.1-4

ClusLine: A New Clustering Algorithm

International Symposium on INnovations in Intelligent SysTems and Applications, İstanbul, Turkey, 15 June 2005, vol.1, pp.1-4

Automatic construction of Turkish wordnet

Signal Processing and Communication Applications Conference, Kayseri, Turkey, 16 May 2005, vol.1, pp.248-251

Automatic text categorization of news articles

Signal Processing and Communication Applications Conference, Muğla, Turkey, 28 April 2004, vol.1, pp.224-226

LVQplus: extended LVQ algorithm and its effects

Signal Processing and Communication Applications Conference, Muğla, Turkey, 28 April 2004, vol.1, pp.450-453

Metin Analizi ve Sorgulama.

Signal Processing and Communication Applications Conference, İstanbul, Turkey, 03 November 2003, vol.1, pp.1-4

Görsel ve Çok Dilli Terimler Sözlüğü

1. Ulusal Yazılım Mühendisliği Sempozyumu 2003, İzmir, Turkey, 23 October 2003, vol.1, pp.1-4

Neuro-Chain: A Handwritten Character Recognition System

International Twelfth Turkish Symposium on Artificial Intelligence and Neural Network, Çanakkale, Turkey, 02 July 2003, vol.1, pp.5-9

Fuzzy C-Means Clustering on Medical Diagnostic Systems

International Twelfth Turkish Symposium on Artificial Intelligence and Neural Network, Çanakkale, Turkey, 02 July 2003, vol.1, pp.10-14

Identifying the poets of the anonymous poems

International Symposium on INnovations in Intelligent SysTems and Applications, Çanakkale, Turkey, 02 July 2004, vol.1, pp.1-4

Text Analysing and Interrogating

12th Turkish Symposium on Artificial Intelligence and Neural Networks, Çanakkale, Turkey, 02 July 2003, pp.1-5

Automatic Author Detection for Turkish Texts

ICANN/ICONIP’03 13th International Conference on Artificial Neural Network and 10th International Conference on Neural Information Processing, İstanbul, Turkey, 26 June 2003, vol.1, pp.138-141

Metin Analizi ve Sorgulama (MAvS)

11. Sinyal İşleme ve Uygulama Kurultayı, Çanakkale, Turkey, 18 June 2003, pp.1-5

Recognition of Human Face Expression

International Symposium on Computer and Information Sciences, İstanbul, Turkey, 11 October 2000, vol.1, pp.1-4

Books & Book Chapters

Comparison of Different Neural Networks Performances On Motorboat Datasets

in: Lecture Notes in Computer Science, Levi, A., Editor, Springer-Verlag , New York, 2006

Metrics

Publication

150

Citation (WoS)

241

H-Index (WoS)

8

Citation (Scopus)

375

H-Index (Scopus)

10

Citation (Scholar)

118

H-Index (Scholar)

6

Project

18

Intellectual Property

1

Thesis Advisory

10

Open Access

14
UN Sustainable Development Goals