Mehmet Fatih Amasyali

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 54

Top Topics

Comparative Study

Fully Unsupervised

Adaptive Threshold

Search And Rescue

Top Venues

Frontiers Comput. Sci.

Publications

Gülsüm Yigit, Mehmet Fatih Amasyali
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving. CoRR (2024)
Himmet Toprak Kesgin, Mehmet Fatih Amasyali
Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling. CoRR (2024)
Himmet Toprak Kesgin, Mehmet Fatih Amasyali
Investigating Semi-Supervised Learning Algorithms in Text Datasets. CoRR (2024)
Himmet Toprak Kesgin, Mehmet Fatih Amasyali
Advancing NLP models with strategic text augmentation: A comprehensive study of augmentation methods and curriculum strategies. Nat. Lang. Process. J. 7 (2024)
Mehmet Akdis, Mehmet Fatih Amasyali
Interpolation Based Distributed Learning. SIU (2024)
Himmet Toprak Kesgin, Mehmet Fatih Amasyali
Advancing NLP Models with Strategic Text Augmentation: A Comprehensive Study of Augmentation Methods and Curriculum Strategies. CoRR (2024)
Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-k. Frontiers Comput. Sci. 18 (4) (2024)
Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-k. Frontiers Comput. Sci. 18 (4) (2024)
Farnaz Zeidi, Mehmet Fatih Amasyali, Çigdem Erol
LegalTurk Optimized BERT for Multi-Label Text Classification and NER. CoRR (2024)
Gülsüm Yigit, Mehmet Fatih Amasyali
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving. SN Comput. Sci. 5 (5) (2024)
Melike Nur Yegin, Mehmet Fatih Amasyali
Theoretical research on generative diffusion models: an overview. CoRR (2024)
Gülsüm Yigit, Mehmet Fatih Amasyali
Enhancing multiple-choice question answering through sequential fine-tuning and Curriculum Learning strategies. Knowl. Inf. Syst. 65 (11) (2023)
Gülsüm Yigit, Mehmet Fatih Amasyali
Exploring the Benefits of Data Augmentation in Math Word Problem Solving. INISTA (2023)
Meltem Aksoy, Seda Yanik, Mehmet Fatih Amasyali
Reviewer Assignment Problem: A Systematic Review of the Literature. CoRR (2023)
Himmet Toprak Kesgin, Muzaffer Kaan Yuce, Mehmet Fatih Amasyali
Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models. CoRR (2023)
Meltem Aksoy, Seda Yanik, Mehmet Fatih Amasyali
A comparative analysis of text representation, classification and clustering methods over real project proposals. Int. J. Intell. Comput. Cybern. 16 (3) (2023)
Gülsüm Yigit, Mehmet Fatih Amasyali
From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems. CoRR (2023)
Meltem Aksoy, Seda Yanik, Mehmet Fatih Amasyali
Reviewer Assignment Problem: A Systematic Review of the Literature. J. Artif. Intell. Res. 76 (2023)
M. Safak Bilici, Mehmet Fatih Amasyali
Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes. CoRR (2022)
Gülsüm Yigit, Mehmet Fatih Amasyali
Assessing the impact of minor modifications on the interior structure of GRU: GRU1 and GRU2. Concurr. Comput. Pract. Exp. 34 (20) (2022)
Melike Nur Yegin, Ömer Kurttekin, Serkan Kaan Bahsi, Mehmet Fatih Amasyali
Training with growing sets: A comparative study. Expert Syst. J. Knowl. Eng. 39 (7) (2022)
Fatma Gumus, Mehmet Fatih Amasyali
Exploiting natural language services: a polarity based black-box attack. Frontiers Comput. Sci. 16 (5) (2022)
H. Toprak Kesgin, Mehmet Fatih Amasyali
Cyclical Curriculum Learning. CoRR (2022)
H. Toprak Kesgin, Mehmet Fatih Amasyali
Development and Comparison of Scoring Functions in Curriculum Learning. CoRR (2022)
Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali
A Robust Optimization Method for Label Noisy Datasets Based on Adaptive Threshold: Adaptive-k. CoRR (2022)
Yusuf Ani, Mehmet Fatih Amasyali
A General Purpose Turkish CLIP Model (TrCLIP) for Image&Text Retrieval and its Application to E-Commerce. INISTA (2022)
Besher Alkurdi, Hasan Yunus Sarioglu, Mehmet Fatih Amasyali
Semantic Similarity Based Filtering for Turkish Paraphrase Dataset Creation. ICNLSP (2022)
Duygu Akbunar, Batuhan Erdogan, Göksel Biricik, Mehmet Fatih Amasyali
Determining Functional User Comments of Mobile Applications with Semi-Supervised Learning. SIU (2022)
Wadhah Zeyad Tareq, Mehmet Fatih Amasyali
Merging Reinforcement Learning and Inverse Reinforcement Learning via Auxiliary Reward System. ICAIIC (2022)
Gülsüm Yigit, Mehmet Fatih Amasyali
Simple But Effective GRU Variants. INISTA (2021)
Ahmet Bagci, Mehmet Fatih Amasyali
Comparison of Turkish Paraphrase Generation Models. INISTA (2021)
Ahmet Topal, Mehmet Fatih Amasyali
When does Synthetic Data Generation Work? SIU (2021)
Mustafa Burak Dilaver, Furkan Çakmak, Erkan Uslu, Mehmet Fatih Amasyali, Sirma Yavuz
3D Mapping and Simultaneous Navigation for Multi Micro Aerial Vehicles in Indoor Environments. SIU (2020)
Abdulkadir Seker, Banu Diri, Halil Arslan, Mehmet Fatih Amasyali
A Systematic Mapping of Software Engineering Challenges: GHTorrent Case. CoRR (2020)
Abdulkadir Seker, Banu Diri, Halil Arslan, Mehmet Fatih Amasyali
Open Source Software Development Challenges: A Systematic Literature Review on GitHub. Int. J. Open Source Softw. Process. 11 (4) (2020)
Fatma Zehra Çetin, Ömer Kurttekin, Mehmet Fatih Amasyali
The Effects of Corpus Type and Size on the Classification of News. SIU (2019)
Salih Marangoz, Mehmet Fatih Amasyali, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Sirma Yavuz
More scalable solution for multi-robot-multi-target assignment problem. Robotics Auton. Syst. 113 (2019)
Mehmet Fatih Amasyali
Improved Space Forest: A Meta Ensemble Method. IEEE Trans. Cybern. 49 (3) (2019)
Ozan Firat Özgül, Mehmet Ulas Çakir, Mehmet Tan, Mehmet Fatih Amasyali, Harun Taha Hayvaci
A Fully Unsupervised Framework for Scoring Driving Style. IEEE Conf. on Intelligent Systems (2018)
Muhammet Balcilar, Sirma Yavuz, Mehmet Fatih Amasyali, Erkan Uslu, Furkan Cakmak
R-SLAM: Resilient localization and mapping in challenging environments. Robotics Auton. Syst. 87 (2017)
Mehmet Fatih Amasyali
Ensemble learning with surrogate splits. SIU (2017)
Numan Keskin, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Mehmet Fatih Amasyali, Sirma Yavuz
Autonomous mobile robot exploration in negative obstacle environment. SIU (2017)
Furkan Cakmak, Erkan Uslu, Mehmet Fatih Amasyali, Sirma Yavuz
Thermal based exploration for search and rescue robots. INISTA (2017)
Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Salih Marangoz, Mehmet Fatih Amasyali, Sirma Yavuz
An architecture for multi-robot localization and mapping in the Gazebo/Robot Operating System simulation environment. Simul. 93 (9) (2017)
Mustafa Burak Dilaver, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Mehmet Fatih Amasyali, Sirma Yavuz
Design and implementation of an outdoor line follower robot for RoboCup search and rescue league. SIU (2017)
Furkan Cakmak, Erkan Uslu, Mehmet Fatih Amasyali, Sirma Yavuz
Hazmat charts detection on search and rescue league of RoboCup competitions. SIU (2017)
Salih Marangoz, Ezgi Ekin Ergun, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Mehmet Fatih Amasyali, Sirma Yavuz
A fast 3D exploration algorithm for autonomous aerial robots. SIU (2017)
Faruk Bulut, Mehmet Fatih Amasyali
Locally adaptive k parameter selection for nearest neighbor classifier: one nearest cluster. Pattern Anal. Appl. 20 (2) (2017)
Muhammet Balcilar, Erkan Uslu, Furkan Cakmak, Nihal Altuntas, Salih Marangoz, Mehmet Fatih Amasyali, Sirma Yavuz
An architecture for multi-robot hector mapping. INISTA (2016)
Bedir Yilmaz, Mehmet Fatih Amasyali, Muhammet Balcilar, Erkan Uslu, Sirma Yavuz
Impact of artificial dataset enlargement on performance of deformable part models. SIU (2016)
Nihal Altuntas, Furkan Cakmak, Erkan Uslu, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
3 dimensional thermal mapping. SIU (2016)
Furkan Cakmak, Erkan Uslu, Nihal Altuntas, Salih Marangoz, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
Deformable part model and deep learning comparison on victim detection. SIU (2016)
Ender Can, Mehmet Fatih Amasyali
Text2arff: A text representation library. SIU (2016)
Meryem Ekinci, M. Said Ozcan, Mehmet Fatih Amasyali
Time effect in sentiment analysis. SIU (2016)
Erkan Uslu, Furkan Cakmak, Muhammet Balcilar, Attila Akinci, Mehmet Fatih Amasyali, Sirma Yavuz
Implementation of frontier-based exploration algorithm for an autonomous robot. INISTA (2015)
Bedir Yilmaz, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
Human victim detection with Deformable Part Models. SIU (2015)
Mehmet Fatih Amasyali, Metin Bilgin
Comparison of machine learning methods for the sequence labelling applications. SIU (2015)
Erkan Uslu, Furkan Cakmak, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz
Frontier-based autonomous exploration algorithm implementation. SIU (2015)
Gurkan Sahin, Muhammet Balcilar, Erkan Uslu, Sirma Yavuz, Mehmet Fatih Amasyali
Obstacle avoidance with Vector Field Histogram algorithm for search and rescue robots. SIU (2014)
Mehmet Fatih Amasyali, Ayse Demirhan, Mert Bal
Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms. Adv. Artif. Intell. 2014 (2014)
Furkan Cakmak, Erkan Uslu, Sirma Yavuz, Mehmet Fatih Amasyali, Muhammet Balcilar, Nihal Altuntas
Using range and inertia sensors for trajectory and pose estimation. SIU (2014)
Ugur Simsir, Mehmet Fatih Amasyali, Mert Bal, Ugur Bugra Çelebi, Seniz Ertugrul
Decision support system for collision avoidance of vessels. Appl. Soft Comput. 25 (2014)
Mehmet Fatih Amasyali, Okan K. Ersoy
Classifier Ensembles with the Extended Space Forest. IEEE Trans. Knowl. Data Eng. 26 (3) (2014)
Khudaydad Mahmoodi, Muhammet Balcilar, Mehmet Fatih Amasyali, Sirma Yavuz, Yücel Uzun, Feruz Davletov
Routing with Dijkstra in Mobile Ad-Hoc Networks. RoboCup (2013)
Cem Agan, Mehmet Fatih Amasyali
Active learning with committees and the selection of starting sets. SIU (2013)
Mahmut Cetin, Mehmet Fatih Amasyali
Supervised and traditional term weighting methods for sentiment analysis. SIU (2013)
Zeynep Banu Ozger, Mehmet Fatih Amasyali
KNN parameter selection via meta learning. SIU (2013)
Abdulkadir Albayrak, M. Özgür Cingiz, Mehmet Fatih Amasyali
Evaluation of robustness of ensemble learners to noisy data. SIU (2013)
Mehmet Fatih Amasyali
A semi-random subspace method for classification ensembles. SIU (2013)
Mehmet Fatih Amasyali, Yunusemre Yener, Selim Serkan Kaplan
Word trajectories. SIU (2012)
Serkan Ekinci, Ugur Bugra Çelebi, Mert Bal, Mehmet Fatih Amasyali, U. Kasif Boyaci
Predictions of oil/chemical tanker main design parameters using computational intelligence techniques. Appl. Soft Comput. 11 (2) (2011)
Mehmet Fatih Amasyali, Okan K. Ersoy
Cline: A New Decision-Tree Family. IEEE Trans. Neural Networks 19 (2) (2008)
Filiz Türkoglu, Banu Diri, Mehmet Fatih Amasyali
Author Attribution of Turkish Texts by Feature Mining. ICIC (1) (2007)
Mehmet Fatih Amasyali, Banu Diri
Automatic Turkish Text Categorization in Terms of Author, Genre and Gender. NLDB (2006)
Oguz Altun, Nilgun Dursunoglu, Mehmet Fatih Amasyali
Clustering Application Benchmark. IISWC (2006)
Mehmet Fatih Amasyali, Mert Bal, Ugur Bugra Çelebi, Serkan Ekinci, U. Kasif Boyaci
Comparison of Different Neural Networks Performances on Motorboat Datasets. ISCIS (2006)