Mehmet Fatih Amasyali

92 papers C 10Journal 49Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A cyclical loss-based optimization algorithm for pretraining LLMs on noisy data. Knowl. Based Syst. H. Toprak Kesgin, Mehmet Fatih Amasyali
2025	J	`jnl`	A data-driven optimization approach for automated reviewer assignment using natural language processing. Intell. Syst. Appl. Meltem Aksoy, Seda Yanik, Mehmet Fatih Amasyali
2025	J	`jnl`	Adversarial distractor generation for MCQA: Leveraging in-context learning and rule-based approaches. Nat. Lang. Process. J. Gülsüm Yigit, Mehmet Fatih Amasyali
2025	J	`jnl`	Introducing MOSAIC-SEN2-CC: A Multispectral Dataset and Adaptation Framework for Remote Sensing Change Captioning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Busra Tuzlupinar, Enes Ozelbas, Mehmet Fatih Amasyali, Ali Can Karaca
2025	J	`jnl`	KAFA-Merge: Model Merging Method With Layer-Based Bayes+Linear Search. IEEE Access Muzaffer Kaan Yuce, Mehmet Fatih Amasyali
2025	J	`jnl`	Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework. CoRR Ali Can Karaca, Enes Ozelbas, Saadettin Berber, Orkhan Karimli, Turabi Yildirim, Mehmet Fatih Amasyali
2025	J	`jnl`	Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ali Can Karaca, Enes Ozelbas, Saadettin Berber, Orkhan Karimli, Turabi Yildirim, Mehmet Fatih Amasyali
2025	J	`jnl`	Robustness of emotion recognition in dialogue systems: A study on third-party API integrations and black-box attacks. Speech Commun. Fatma Gumus, Mehmet Fatih Amasyali
2024	J	`jnl`	A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-k. Frontiers Comput. Sci. Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	Advancing NLP Models with Strategic Text Augmentation: A Comprehensive Study of Augmentation Methods and Curriculum Strategies. CoRR Himmet Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	Advancing NLP models with strategic text augmentation: A comprehensive study of augmentation methods and curriculum strategies. Nat. Lang. Process. J. Himmet Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	Cosmos-LLaVA: Chatting with the Visual Cosmos-LLaVA: Görselle Sohbet Etmek. CoRR Ahmed Zeer, Eren Dogan, Yusuf Sait Erdem, Elif Ince, Osama Shbib, M. Egemen Uzun, Atahan Uz, Muzaffer Kaan Yuce, H. Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	Cyclical Curriculum Learning. IEEE Trans. Neural Networks Learn. Syst. H. Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving. CoRR Gülsüm Yigit, Mehmet Fatih Amasyali
2024	J	`jnl`	Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving. SN Comput. Sci. Gülsüm Yigit, Mehmet Fatih Amasyali
2024	J	`jnl`	From text to multimodal: a survey of adversarial example generation in question answering systems. Knowl. Inf. Syst. Gülsüm Yigit, Mehmet Fatih Amasyali
2024	J	`jnl`	Generative diffusion models: A survey of current theoretical developments. Neurocomputing Melike Nur Yegin, Mehmet Fatih Amasyali
2024	—	`conf`	Interpolation Based Distributed Learning. SIU Mehmet Akdis, Mehmet Fatih Amasyali
2024	C	`conf`	Introducing cosmosGPT: Monolingual Training for Turkish Language Models. INISTA H. Toprak Kesgin, Muzaffer Kaan Yuce, Eren Dogan, M. Egemen Uzun, Atahan Uz, H. Emre Seyrek, Ahmed Zeer, Mehmet Fatih Amasyali
2024	J	`jnl`	Introducing cosmosGPT: Monolingual Training for Turkish Language Models. CoRR H. Toprak Kesgin, Muzaffer Kaan Yuce, Eren Dogan, M. Egemen Uzun, Atahan Uz, H. Emre Seyrek, Ahmed Zeer, Mehmet Fatih Amasyali
2024	J	`jnl`	Investigating Semi-Supervised Learning Algorithms in Text Datasets. CoRR Himmet Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling. CoRR Himmet Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	LegalTurk Optimized BERT for Multi-Label Text Classification and NER. CoRR Farnaz Zeidi, Mehmet Fatih Amasyali, Çigdem Erol
2024	J	`jnl`	Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training. CoRR H. Toprak Kesgin, Muzaffer Kaan Yuce, Eren Dogan, M. Egemen Uzun, Atahan Uz, Elif Ince, Yusuf Erdem, Osama Shbib, Ahmed Zeer, Mehmet Fatih Amasyali
2024	J	`jnl`	Scaling BERT Models for Turkish Automatic Punctuation and Capitalization Correction. CoRR Abdulkader Saoud, Mahmut Alomeyr, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
2024	J	`jnl`	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. CoRR Eren Dogan, M. Egemen Uzun, Atahan Uz, H. Emre Seyrek, Ahmed Zeer, Ezgi Sevi, H. Toprak Kesgin, Muzaffer Kaan Yuce, Mehmet Fatih Amasyali
2024	J	`jnl`	Theoretical research on generative diffusion models: an overview. CoRR Melike Nur Yegin, Mehmet Fatih Amasyali
2023	J	`jnl`	A comparative analysis of text representation, classification and clustering methods over real project proposals. Int. J. Intell. Comput. Cybern. Meltem Aksoy, Seda Yanik, Mehmet Fatih Amasyali
2023	J	`jnl`	Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models. CoRR Himmet Toprak Kesgin, Muzaffer Kaan Yuce, Mehmet Fatih Amasyali
2023	J	`jnl`	Enhancing multiple-choice question answering through sequential fine-tuning and Curriculum Learning strategies. Knowl. Inf. Syst. Gülsüm Yigit, Mehmet Fatih Amasyali
2023	C	`conf`	Exploring the Benefits of Data Augmentation in Math Word Problem Solving. INISTA Gülsüm Yigit, Mehmet Fatih Amasyali
2023	J	`jnl`	From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems. CoRR Gülsüm Yigit, Mehmet Fatih Amasyali
2023	J	`jnl`	Reviewer Assignment Problem: A Systematic Review of the Literature. CoRR Meltem Aksoy, Seda Yanik, Mehmet Fatih Amasyali
2023	J	`jnl`	Reviewer Assignment Problem: A Systematic Review of the Literature. J. Artif. Intell. Res. Meltem Aksoy, Seda Yanik, Mehmet Fatih Amasyali
2022	C	`conf`	A General Purpose Turkish CLIP Model (TrCLIP) for Image&Text Retrieval and its Application to E-Commerce. INISTA Yusuf Ani, Mehmet Fatih Amasyali
2022	J	`jnl`	A Robust Optimization Method for Label Noisy Datasets Based on Adaptive Threshold: Adaptive-k. CoRR Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
2022	J	`jnl`	Assessing the impact of minor modifications on the interior structure of GRU: GRU1 and GRU2. Concurr. Comput. Pract. Exp. Gülsüm Yigit, Mehmet Fatih Amasyali
2022	J	`jnl`	Cyclical Curriculum Learning. CoRR H. Toprak Kesgin, Mehmet Fatih Amasyali
2022	—	`conf`	Determining Functional User Comments of Mobile Applications with Semi-Supervised Learning. SIU Duygu Akbunar, Batuhan Erdogan, Göksel Biricik, Mehmet Fatih Amasyali
2022	J	`jnl`	Development and Comparison of Scoring Functions in Curriculum Learning. CoRR H. Toprak Kesgin, Mehmet Fatih Amasyali
2022	J	`jnl`	Exploiting natural language services: a polarity based black-box attack. Frontiers Comput. Sci. Fatma Gumus, Mehmet Fatih Amasyali
2022	—	`conf`	Merging Reinforcement Learning and Inverse Reinforcement Learning via Auxiliary Reward System. ICAIIC Wadhah Zeyad Tareq, Mehmet Fatih Amasyali
2022	—	`conf`	Semantic Similarity Based Filtering for Turkish Paraphrase Dataset Creation. ICNLSP Besher Alkurdi, Hasan Yunus Sarioglu, Mehmet Fatih Amasyali
2022	J	`jnl`	Training with growing sets: A comparative study. Expert Syst. J. Knowl. Eng. Melike Nur Yegin, Ömer Kurttekin, Serkan Kaan Bahsi, Mehmet Fatih Amasyali
2022	J	`jnl`	Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes. CoRR M. Safak Bilici, Mehmet Fatih Amasyali
2021	C	`conf`	Comparison of Turkish Paraphrase Generation Models. INISTA Ahmet Bagci, Mehmet Fatih Amasyali
2021	C	`conf`	Simple But Effective GRU Variants. INISTA Gülsüm Yigit, Mehmet Fatih Amasyali
2021	—	`conf`	When does Synthetic Data Generation Work? SIU Ahmet Topal, Mehmet Fatih Amasyali
2020	—	`conf`	3D Mapping and Simultaneous Navigation for Multi Micro Aerial Vehicles in Indoor Environments. SIU Mustafa Burak Dilaver, Furkan Çakmak, Erkan Uslu, Mehmet Fatih Amasyali, Sirma Yavuz
2020	J	`jnl`	Open Source Software Development Challenges: A Systematic Literature Review on GitHub. Int. J. Open Source Softw. Process. Abdulkadir Seker, Banu Diri, Halil Arslan, Mehmet Fatih Amasyali
2019	J	`jnl`	Improved Space Forest: A Meta Ensemble Method. IEEE Trans. Cybern. Mehmet Fatih Amasyali
2019	J	`jnl`	More scalable solution for multi-robot-multi-target assignment problem. Robotics Auton. Syst. Salih Marangoz, Mehmet Fatih Amasyali, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Sirma Yavuz
2019	—	`conf`	The Effects of Corpus Type and Size on the Classification of News. SIU Fatma Zehra Çetin, Ömer Kurttekin, Mehmet Fatih Amasyali
2018	—	`conf`	A Fully Unsupervised Framework for Scoring Driving Style. IEEE Conf. on Intelligent Systems Ozan Firat Özgül, Mehmet Ulas Çakir, Mehmet Tan, Mehmet Fatih Amasyali, Harun Taha Hayvaci
2017	—	`conf`	A fast 3D exploration algorithm for autonomous aerial robots. SIU Salih Marangoz, Ezgi Ekin Ergun, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Mehmet Fatih Amasyali, Sirma Yavuz
2017	J	`jnl`	An architecture for multi-robot localization and mapping in the Gazebo/Robot Operating System simulation environment. Simul. Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Salih Marangoz, Mehmet Fatih Amasyali, Sirma Yavuz
2017	—	`conf`	Autonomous mobile robot exploration in negative obstacle environment. SIU Numan Keskin, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Mehmet Fatih Amasyali, Sirma Yavuz
2017	—	`conf`	Design and implementation of an outdoor line follower robot for RoboCup search and rescue league. SIU Mustafa Burak Dilaver, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Mehmet Fatih Amasyali, Sirma Yavuz
2017	—	`conf`	Ensemble learning with surrogate splits. SIU Mehmet Fatih Amasyali
2017	—	`conf`	Hazmat charts detection on search and rescue league of RoboCup competitions. SIU Furkan Cakmak, Erkan Uslu, Mehmet Fatih Amasyali, Sirma Yavuz
2017	J	`jnl`	Locally adaptive k parameter selection for nearest neighbor classifier: one nearest cluster. Pattern Anal. Appl. Faruk Bulut, Mehmet Fatih Amasyali
2017	J	`jnl`	R-SLAM: Resilient localization and mapping in challenging environments. Robotics Auton. Syst. Muhammet Balcilar, Sirma Yavuz, Mehmet Fatih Amasyali, Erkan Uslu, Furkan Cakmak
2017	C	`conf`	Thermal based exploration for search and rescue robots. INISTA Furkan Cakmak, Erkan Uslu, Mehmet Fatih Amasyali, Sirma Yavuz
2016	—	`conf`	3 dimensional thermal mapping. SIU Nihal Altuntas, Furkan Cakmak, Erkan Uslu, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
2016	C	`conf`	An architecture for multi-robot hector mapping. INISTA Muhammet Balcilar, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Salih Marangoz, Mehmet Fatih Amasyali, Sirma Yavuz
2016	—	`conf`	Deformable part model and deep learning comparison on victim detection. SIU Furkan Cakmak, Erkan Uslu, Nihal Altuntas, Salih Marangoz, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
2016	—	`conf`	Impact of artificial dataset enlargement on performance of deformable part models. SIU Bedir Yilmaz, Mehmet Fatih Amasyali, Muhammet Balcilar, Erkan Uslu, Sirma Yavuz
2016	—	`conf`	Text2arff: A text representation library. SIU Ender Can, Mehmet Fatih Amasyali
2016	—	`conf`	Time effect in sentiment analysis. SIU Meryem Ekinci, M. Said Ozcan, Mehmet Fatih Amasyali
2015	—	`conf`	Comparison of machine learning methods for the sequence labelling applications. SIU Mehmet Fatih Amasyali, Metin Bilgin
2015	—	`conf`	Frontier-based autonomous exploration algorithm implementation. SIU Erkan Uslu, Furkan Cakmak, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
2015	—	`conf`	Human victim detection with Deformable Part Models. SIU Bedir Yilmaz, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
2015	C	`conf`	Implementation of frontier-based exploration algorithm for an autonomous robot. INISTA Erkan Uslu, Furkan Cakmak, Muhammet Balcilar, Attila Akinci, Mehmet Fatih Amasyali, Sirma Yavuz
2014	J	`jnl`	Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms. Adv. Artif. Intell. Mehmet Fatih Amasyali, Ayse Demirhan, Mert Bal
2014	J	`jnl`	Classifier Ensembles with the Extended Space Forest. IEEE Trans. Knowl. Data Eng. Mehmet Fatih Amasyali, Okan K. Ersoy
2014	J	`jnl`	Decision support system for collision avoidance of vessels. Appl. Soft Comput. Ugur Simsir, Mehmet Fatih Amasyali, Mert Bal, Ugur Bugra Çelebi, Seniz Ertugrul
2014	—	`conf`	Obstacle avoidance with Vector Field Histogram algorithm for search and rescue robots. SIU Gurkan Sahin, Muhammet Balcilar, Erkan Uslu, Sirma Yavuz, Mehmet Fatih Amasyali
2014	—	`conf`	Using range and inertia sensors for trajectory and pose estimation. SIU Furkan Cakmak, Erkan Uslu, Sirma Yavuz, Mehmet Fatih Amasyali, Muhammet Balcilar, Nihal Altuntas
2013	—	`conf`	A semi-random subspace method for classification ensembles. SIU Mehmet Fatih Amasyali
2013	—	`conf`	Active learning with committees and the selection of starting sets. SIU Cem Agan, Mehmet Fatih Amasyali
2013	—	`conf`	Evaluation of robustness of ensemble learners to noisy data. SIU Abdulkadir Albayrak, M. Özgür Cingiz, Mehmet Fatih Amasyali
2013	—	`conf`	KNN parameter selection via meta learning. SIU Zeynep Banu Ozger, Mehmet Fatih Amasyali
2013	C	`conf`	Routing with Dijkstra in Mobile Ad-Hoc Networks. RoboCup Khudaydad Mahmoodi, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz, Yücel Uzun, Feruz Davletov
2013	—	`conf`	Supervised and traditional term weighting methods for sentiment analysis. SIU Mahmut Cetin, Mehmet Fatih Amasyali
2012	—	`conf`	Word trajectories. SIU Mehmet Fatih Amasyali, Yunusemre Yener, Selim Serkan Kaplan
2011	J	`jnl`	Predictions of oil/chemical tanker main design parameters using computational intelligence techniques. Appl. Soft Comput. Serkan Ekinci, Ugur Bugra Çelebi, Mert Bal, Mehmet Fatih Amasyali, U. Kasif Boyaci
2008	J	`jnl`	Cline: A New Decision-Tree Family. IEEE Trans. Neural Networks Mehmet Fatih Amasyali, Okan K. Ersoy
2008	—	`—`	Yeni makine öğrenmesi metotları ve ilaç tasarımına uygulamaları (New machine learning algorithms and applications to drug design) Mehmet Fatih Amasyali
2007	—	`conf`	Author Attribution of Turkish Texts by Feature Mining. ICIC (1) Filiz Türkoglu, Banu Diri, Mehmet Fatih Amasyali
2006	C	`conf`	Automatic Turkish Text Categorization in Terms of Author, Genre and Gender. NLDB Mehmet Fatih Amasyali, Banu Diri
2006	—	`conf`	Clustering Application Benchmark. IISWC Oguz Altun, Nilgun Dursunoglu, Mehmet Fatih Amasyali
2006	—	`conf`	Comparison of Different Neural Networks Performances on Motorboat Datasets. ISCIS Mehmet Fatih Amasyali, Mert Bal, Ugur Bugra Çelebi, Serkan Ekinci, U. Kasif Boyaci