Mehmet Fatih Amasyali

Knowl. Inf. Syst., December, 2024

Cyclical Curriculum Learning.

[BibT_eX]

[DOI]

H. Toprak Kesgin

IEEE Trans. Neural Networks Learn. Syst., September, 2024

A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-k.

[BibT_eX]

[DOI]

Enes Dedeoglu

Frontiers Comput. Sci., August, 2024

Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving.

[BibT_eX]

[DOI]

SN Comput. Sci., June, 2024

Advancing NLP models with strategic text augmentation: A comprehensive study of augmentation methods and curriculum strategies.

[BibT_eX]

[DOI]

Nat. Lang. Process. J., 2024

Generative diffusion models: A survey of current theoretical developments.

[BibT_eX]

[DOI]

Melike Nur Yegin

Neurocomputing, 2024

LegalTurk Optimized BERT for Multi-Label Text Classification and NER.

[BibT_eX]

[DOI]

Farnaz Zeidi

Çigdem Erol

CoRR, 2024

T\"urk\c{c}e Dil Modellerinin Performans Kar\c{s}{\i}la\c{s}t{\i}rmas{\i} Performance Comparison of Turkish Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Theoretical research on generative diffusion models: an overview.

[BibT_eX]

[DOI]

Melike Nur Yegin

CoRR, 2024

Investigating Semi-Supervised Learning Algorithms in Text Datasets.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Interpolation Based Distributed Learning.

[BibT_eX]

[DOI]

Mehmet Akdis

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Introducing cosmosGPT: Monolingual Training for Turkish Language Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2024

2023

Enhancing multiple-choice question answering through sequential fine-tuning and Curriculum Learning strategies.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., November, 2023

Reviewer Assignment Problem: A Systematic Review of the Literature.

[BibT_eX]

[DOI]

Meltem Aksoy

Seda Yanik

J. Artif. Intell. Res., 2023

A comparative analysis of text representation, classification and clustering methods over real project proposals.

[BibT_eX]

[DOI]

Meltem Aksoy

Seda Yanik

Int. J. Intell. Comput. Cybern., 2023

From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models.

[BibT_eX]

[DOI]

Muzaffer Kaan Yuce

CoRR, 2023

Exploring the Benefits of Data Augmentation in Math Word Problem Solving.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

2022

Exploiting natural language services: a polarity based black-box attack.

[BibT_eX]

[DOI]

Fatma Gumus

Frontiers Comput. Sci., 2022

Training with growing sets: A comparative study.

[BibT_eX]

[DOI]

Melike Nur Yegin

Ömer Kurttekin

Serkan Kaan Bahsi

Expert Syst. J. Knowl. Eng., 2022

Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes.

[BibT_eX]

[DOI]

M. Safak Bilici

CoRR, 2022

Development and Comparison of Scoring Functions in Curriculum Learning.

[BibT_eX]

[DOI]

H. Toprak Kesgin

CoRR, 2022

Assessing the impact of minor modifications on the interior structure of GRU: GRU1 and GRU2.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

Determining Functional User Comments of Mobile Applications with Semi-Supervised Learning.

[BibT_eX]

[DOI]

Duygu Akbunar

Batuhan Erdogan

Göksel Biricik

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

A General Purpose Turkish CLIP Model (TrCLIP) for Image&Text Retrieval and its Application to E-Commerce.

[BibT_eX]

[DOI]

Yusuf Ani

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

Semantic Similarity Based Filtering for Turkish Paraphrase Dataset Creation.

[BibT_eX]

[DOI]

Besher Alkurdi

Hasan Yunus Sarioglu

Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

Merging Reinforcement Learning and Inverse Reinforcement Learning via Auxiliary Reward System.

[BibT_eX]

[DOI]

Wadhah Zeyad Tareq

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

2021

When does Synthetic Data Generation Work?

[BibT_eX]

[DOI]

Ahmet Topal

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Simple But Effective GRU Variants.

[BibT_eX]

[DOI]

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

Comparison of Turkish Paraphrase Generation Models.

[BibT_eX]

[DOI]

Ahmet Bagci

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

2020

Open Source Software Development Challenges: A Systematic Literature Review on GitHub.

[BibT_eX]

[DOI]

Abdulkadir Seker

Banu Diri

Halil Arslan

Int. J. Open Source Softw. Process., 2020

3D Mapping and Simultaneous Navigation for Multi Micro Aerial Vehicles in Indoor Environments.

[BibT_eX]

[DOI]

Mustafa Burak Dilaver

Furkan Çakmak

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Improved Space Forest: A Meta Ensemble Method.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

More scalable solution for multi-robot-multi-target assignment problem.

[BibT_eX]

[DOI]

Salih Marangoz

Robotics Auton. Syst., 2019

The Effects of Corpus Type and Size on the Classification of News.

[BibT_eX]

[DOI]

Fatma Zehra Çetin

Ömer Kurttekin

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

A Fully Unsupervised Framework for Scoring Driving Style.

[BibT_eX]

[DOI]

Ozan Firat Özgül

Mehmet Ulas Çakir

Mehmet Tan

Harun Taha Hayvaci

Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018

2017

An architecture for multi-robot localization and mapping in the Gazebo/Robot Operating System simulation environment.

[BibT_eX]

[DOI]

Simul., 2017

R-SLAM: Resilient localization and mapping in challenging environments.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2017

Locally adaptive k parameter selection for nearest neighbor classifier: one nearest cluster.

[BibT_eX]

[DOI]

Faruk Bulut

Pattern Anal. Appl., 2017

A fast 3D exploration algorithm for autonomous aerial robots.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Autonomous mobile robot exploration in negative obstacle environment.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Design and implementation of an outdoor line follower robot for RoboCup search and rescue league.

[BibT_eX]

[DOI]

Mustafa Burak Dilaver

Nihal Altuntas

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Hazmat charts detection on search and rescue league of RoboCup competitions.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Ensemble learning with surrogate splits.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Thermal based exploration for search and rescue robots.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2016

Impact of artificial dataset enlargement on performance of deformable part models.

[BibT_eX]

[DOI]

Bedir Yilmaz

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Time effect in sentiment analysis.

[BibT_eX]

[DOI]

Meryem Ekinci

M. Said Ozcan

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Text2arff: A text representation library.

[BibT_eX]

[DOI]

Ender Can

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Deformable part model and deep learning comparison on victim detection.

[BibT_eX]

[DOI]

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

3 dimensional thermal mapping.

[BibT_eX]

[DOI]

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

An architecture for multi-robot hector mapping.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on INnovations in Intelligent SysTems and Applications, 2016

2015

Human victim detection with Deformable Part Models.

[BibT_eX]

[DOI]

Bedir Yilmaz

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Frontier-based autonomous exploration algorithm implementation.

[BibT_eX]

[DOI]

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Comparison of machine learning methods for the sequence labelling applications.

[BibT_eX]

[DOI]

Metin Bilgin

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Implementation of frontier-based exploration algorithm for an autonomous robot.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

2014

Classifier Ensembles with the Extended Space Forest.

[BibT_eX]

[DOI]

Okan K. Ersoy

IEEE Trans. Knowl. Data Eng., 2014

Decision support system for collision avoidance of vessels.

[BibT_eX]

[DOI]

Ugur Simsir

Mert Bal

Ugur Bugra Çelebi

Seniz Ertugrul

Appl. Soft Comput., 2014

Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms.

[BibT_eX]

[DOI]

Ayse Demirhan

Mert Bal

Adv. Artif. Intell., 2014

Obstacle avoidance with Vector Field Histogram algorithm for search and rescue robots.

[BibT_eX]

[DOI]

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Using range and inertia sensors for trajectory and pose estimation.

[BibT_eX]

[DOI]

Nihal Altuntas

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013

KNN parameter selection via meta learning.

[BibT_eX]

[DOI]

Zeynep Banu Ozger

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Supervised and traditional term weighting methods for sentiment analysis.

[BibT_eX]

[DOI]

Mahmut Cetin

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A semi-random subspace method for classification ensembles.

[BibT_eX]

[DOI]

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Evaluation of robustness of ensemble learners to noisy data.

[BibT_eX]

[DOI]

Abdulkadir Albayrak

M. Özgür Cingiz

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Active learning with committees and the selection of starting sets.

[BibT_eX]

[DOI]

Cem Agan

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Routing with Dijkstra in Mobile Ad-Hoc Networks.

[BibT_eX]

[DOI]

Khudaydad Mahmoodi

Yücel Uzun

Feruz Davletov

Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

2012

Word trajectories.

[BibT_eX]

[DOI]

Yunusemre Yener

Selim Serkan Kaplan

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2011

Predictions of oil/chemical tanker main design parameters using computational intelligence techniques.

[BibT_eX]

[DOI]

Serkan Ekinci

Ugur Bugra Çelebi

Mert Bal

U. Kasif Boyaci

Appl. Soft Comput., 2011

2008

Yeni makine öğrenmesi metotları ve ilaç tasarımına uygulamaları (New machine learning algorithms and applications to drug design)

[BibT_eX]

[DOI]

PhD thesis, 2008

Cline: A New Decision-Tree Family.

[BibT_eX]

[DOI]

Okan K. Ersoy

IEEE Trans. Neural Networks, 2008

2007

Author Attribution of Turkish Texts by Feature Mining.

[BibT_eX]

[DOI]

Filiz Türkoglu

Banu Diri

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

2006

Automatic Turkish Text Categorization in Terms of Author, Genre and Gender.

[BibT_eX]

[DOI]

Banu Diri

Proceedings of the Natural Language Processing and Information Systems, 2006

Comparison of Different Neural Networks Performances on Motorboat Datasets.

[BibT_eX]

[DOI]

Proceedings of the Computer and Information Sciences, 2006

Clustering Application Benchmark.

[BibT_eX]

[DOI]

Oguz Altun

Nilgun Dursunoglu