Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

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

Dedeoglu E., KESGİN H. T., AMASYALI M. F.
Frontiers of Computer Science , vol.18, no.4, 2024 (SCI-Expanded) Creative Commons License identifier

From text to multimodal: a survey of adversarial example generation in question answering systems

Yigit G., AMASYALI M. F.
Knowledge and Information Systems , 2024 (SCI-Expanded) identifier

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

Yigit G., AMASYALI M. F.
Knowledge and Information Systems , vol.65, no.11, pp.5025-5042, 2023 (SCI-Expanded) identifier

SelfCCL: Curriculum Contrastive Learning by Transferring Self-Taught Knowledge for Fine-Tuning BERT

Dehghan S., AMASYALI M. F.
Applied Sciences (Switzerland) , vol.13, no.3, 2023 (SCI-Expanded) Creative Commons License identifier identifier

Cyclical Curriculum Learning

KESGİN H. T., AMASYALI M. F.
IEEE Transactions on Neural Networks and Learning Systems , 2023 (SCI-Expanded) Creative Commons License identifier identifier

Reviewer Assignment Problem: A Systematic Review of the Literature

Aksoy M., Yanik S., AMASYALI M. F.
Journal of Artificial Intelligence Research , vol.76, pp.761-827, 2023 (SCI-Expanded) Creative Commons License identifier

SupMPN: Supervised Multiple Positives and Negatives Contrastive Learning Model for Semantic Textual Similarity

Dehghan S., AMASYALI M. F.
APPLIED SCIENCES-BASEL , vol.12, no.19, 2022 (SCI-Expanded) Creative Commons License identifier identifier

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

Gumus F., AMASYALI M. F.
FRONTIERS OF COMPUTER SCIENCE , vol.16, no.5, 2022 (SCI-Expanded) identifier identifier

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

Yigit G., AMASYALI M. F.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.34, no.20, 2022 (SCI-Expanded) identifier identifier

Training with growing sets: A comparative study

Yegin M. N., Kurttekin O., Bahsi S. K., AMASYALI M. F.
EXPERT SYSTEMS , vol.39, no.7, 2022 (SCI-Expanded) identifier identifier

A New Reward System Based on Human Demonstrations for Hard Exploration Games

Tareq W. Z., AMASYALI M. F.
CMC-COMPUTERS MATERIALS & CONTINUA , vol.70, no.2, pp.2401-2414, 2022 (SCI-Expanded) Creative Commons License identifier identifier

Depthtiling: A novel way to increase visual SLAM performance in featureless environments

Altuntas N., Amasyalı M. F.
Electronics Letters , vol.55, pp.1338-1340, 2019 (SCI-Expanded) identifier identifier

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

Marangoz S., Amasyalı M. F., Uslu E., Çakmak F., Altuntaş N., Yavuz S.
ROBOTICS AND AUTONOMOUS SYSTEMS , vol.113, pp.174-185, 2019 (SCI-Expanded) identifier identifier

Improved Space Forest: A Meta Ensemble Method

AMASYALI M. F.
IEEE TRANSACTIONS ON CYBERNETICS , vol.49, no.3, pp.816-826, 2019 (SCI-Expanded) Sustainable Development identifier identifier identifier

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

Uslu E., Çakmak F., Altuntaş N., Marangoz S., Amasyalı M. F., Yavuz S.
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL , vol.93, pp.771-780, 2017 (SCI-Expanded) identifier identifier

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

Bulut F., Amasyalı M. F.
PATTERN ANALYSIS AND APPLICATIONS , vol.20, no.2, pp.415-425, 2017 (SCI-Expanded) identifier identifier

R-SLAM: Resilient localization and mapping in challenging environments

Balcilar M., Yavuz S., Amasyalı M. F., Uslu E., Çakmak F.
ROBOTICS AND AUTONOMOUS SYSTEMS , vol.87, pp.66-80, 2017 (SCI-Expanded) identifier identifier

Dependency parsing with stacked conditional random fields for Turkish

Bilgin M., Amasyalı M. F.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.32, no.2, pp.385-392, 2017 (SCI-Expanded) Creative Commons License identifier identifier

Classification in mixture of experts using hard clustering and a new gate function

Bulut F., Amasyalı M. F.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.31, pp.1017-1025, 2016 (SCI-Expanded) Creative Commons License identifier identifier

Decision support system for collision avoidance of vessels

Simsir U., AMASYALI M. F., BAL M., ÇELEBİ U. B., Ertugrul S.
APPLIED SOFT COMPUTING , vol.25, pp.369-378, 2014 (SCI-Expanded) identifier identifier

Moving Object Detection using Lab2000HL Color Space with Spatial and Temporal Smoothing

Balcilar M., AMASYALI M. F., Sonmez A. C.
APPLIED MATHEMATICS & INFORMATION SCIENCES , vol.8, no.4, pp.1755-1766, 2014 (SCI-Expanded) Creative Commons License identifier identifier

Classifier Ensembles with the Extended Space Forest

AMASYALI M. F., Ersoy O. K.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING , vol.26, no.3, pp.549-562, 2014 (SCI-Expanded) Sustainable Development identifier identifier

Performance Evaluation of the Machine Learning Algorithms Used in Inference Mechanism of a Medical Decision Support System

BAL M., AMASYALI M. F., Sever H., Kose G., Demirhan A.
SCIENTIFIC WORLD JOURNAL , 2014 (SCI-Expanded) Creative Commons License identifier identifier identifier

A comparative review of regression ensembles on drug design datasets

AMASYALI M. F., Ersoy O.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.21, no.2, pp.586-602, 2013 (SCI-Expanded) identifier identifier

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

EKİNCİ S., ÇELEBİ U. B., BAL M., AMASYALI M. F., Boyacı U. K.
APPLIED SOFT COMPUTING , vol.11, no.2, pp.2356-2366, 2011 (SCI-Expanded) identifier identifier

Cline: A new decision-tree family

Amasyalı M. F., Ersoy O.
IEEE TRANSACTIONS ON NEURAL NETWORKS , vol.19, no.2, pp.356-363, 2008 (SCI-Expanded) identifier identifier identifier

Automatic Turkish text categorization in terms of author, genre and gender

Amasyalı M. F., Diri B.
NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, PROCEEDINGS , vol.3999, pp.221-226, 2006 (SCI-Expanded) Sustainable Development identifier

Articles Published in Other Journals

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

Yigit G., AMASYALI M. F.
SN Computer Science , vol.5, no.5, 2024 (Scopus) Creative Commons License identifier

Iterative ensemble pseudo-labeling for convolutional neural networks

Yildiz S., AMASYALI M. F.
Sigma Journal of Engineering and Natural Sciences , vol.42, no.3, pp.862-874, 2024 (ESCI) Creative Commons License identifier

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

Aksoy M., Yanık S., AMASYALI M. F.
International Journal of Intelligent Computing and Cybernetics , vol.16, no.3, pp.595-628, 2023 (ESCI) Sustainable Development identifier identifier

Summarising Big Data: Common GitHub Dataset for Software Engineering Challenges

Şeker A., Diri B., Arslan H., Amasyalı M. F.
Cumhuriyet Science Journal , vol.41, no.3, pp.720-724, 2020 (Peer-Reviewed Journal) Creative Commons License identifier

Autonomous Mobile Robot Navigation in Structured Rough Terrain

Yaşar A., Uslu E., Çakmak F., Altuntaş N., Amasyalı M. F., Yavuz S.
Akıllı Sistemler ve Uygulamaları Dergisi , vol.1, no.1, pp.67-74, 2018 (Peer-Reviewed Journal)

Autonomous Navigation Algorithm for RoboCup RRL Maneuvering 2 Field

Dilaver M. B., Çakmak F., Uslu E., Altuntaş N., Amasyalı M. F., Yavuz S.
Journal of Intelligent Systems with Applications , vol.1, no.2, pp.213-216, 2018 (Peer-Reviewed Journal)

Scalable Curriculum Learning for Artificial Neural Networks

Mermer M. N., Amasyalı M. F.
IPSI BGD TRANSACTIONS ON INTERNET RESEARCH , vol.13, no.2, pp.57-62, 2017 (ESCI)

AUTOMATIC DISCOVERY OF SIMILAR WORDS BY SUBSTITUTE VECTORS

Düzenli İ., Amasyalı M. F.
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI , vol.34, no.1, pp.125-133, 2016 (ESCI) Creative Commons License Sustainable Development identifier

Yapay Sinir Ağlarında Parçalı Eğitim

AMASYALI M. F.
TBV Bilgisayar Bilimleri ve Mühendisliği Dergisi , vol.8, no.1, pp.1-15, 2015 (Peer-Reviewed Journal)

Active Learning as a Way of Increasing Accuracy

İLHAN H. O., AMASYALI M. F.
International Journal of Computer Theory and Engineering , vol.6, no.6, pp.460-465, 2014 (Peer-Reviewed Journal)

PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDS

Aygül M., Karaalioğlu G., AMASYALI M. F.
Sigma Journal of Engineering and Natural Sciences , vol.32, no.1, pp.23-30, 2014 (ESCI)

Geniş Metin Koleksiyonlarından İteratif Bilgi Çıkarımı

ŞAHİN G., AMASYALI M. F.
EMO Bilimsel Dergi , vol.4, no.7, pp.13-20, 2014 (Peer-Reviewed Journal)

TURKISH COMMONSENSE DATABASE (CSDB) AND CSOYUN (A GAME WTH A PURPOSE).

Özcan S., AMASYALI M. F.
Sigma Journal of Engineering and Natural Sciences , vol.32, no.2, pp.116-127, 2014 (ESCI)

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

AMASYALI M. F., DEMİRHAN A., BAL M.
Advances in Artificial Intelligence , vol.1, pp.1-14, 2014 (Peer-Reviewed Journal)

Comparing Informative Sample Selection Strategies in Classification Ensembles

İLHAN H. O., AMASYALI M. F.
International Journal of Machine Learning and Computing , vol.4, pp.79-84, 2014 (Peer-Reviewed Journal) Creative Commons License

A Turkish Automatic Question Answering System with Question Multiplexing:Ben Bilirim

AMASYALI M. F., Biricik G., Solmaz S., Özdemir E.
IJRIT International Journal of Research in Information Technology , vol.1, no.6, pp.46-51, 2013 (Peer-Reviewed Journal)

Tümce Öğelerinden Hayat Bilgisi Çıkarımı

AMASYALI M. F., Özköse C.
TÜRKİYE BİLİŞİM VAKFI BİLGİSAYAR BİLİMLERİ ve MÜHENDİSLİĞİ DERGİSİ , no.6, 2012 (Peer-Reviewed Journal)

TÜRKÇE METİNLERİN SINIFLANDIRILMASINDA METİN TEMSİL YÖNTEMLERİNİN PERFORMANS KARŞILAŞTIRILMASI

AMASYALI M. F., Balcı S., vARLI E. N., Mete E.
EMO Bilimsel Dergi , vol.2, no.4, pp.95-104, 2012 (Peer-Reviewed Journal)

Kavramlar Arası Anlamsal İlişkilerin Türçe Sözlük Tanımları Kullanılarak Otomatik Olarak Çıkartılması

Yazıcı E., AMASYALI M. F.
EMO Bilimsel Dergi , vol.1, no.1, pp.1-13, 2011 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Interpolation Based Distributed Learning İnterpolasyon Tabanlı Paralel Öğrenme

Akdiş M., AMASYALI M. F.
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

Gunel K., AMASYALI M. F.
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

KESGİN H. T., AMASYALI M. F.
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

ŞAHİN F., AMASYALI M. F.
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

Yigit G., AMASYALI M. F.
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

Dervisoglu H., AMASYALI M. F.
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

KESGİN H. T., AMASYALI M. F.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022 identifier identifier

Determining Functional User Comments of Mobile Applications with Semi-Supervised Learning Mobil Uygulamalar için Işlevsel Kullanici Yorumlarinin Yari-Gözetimli Yöntemlerle Bulunmasi

Akbunar D., Erdogan B., BİRİCİK G., AMASYALI M. F.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Turkey, 15 - 18 May 2022 identifier

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

Aksoy M. Y., AMASYALI M. F., Yanık Özbay S.
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

Atlinar F., Ayar T., Darrige A., Alqays S., Bagci A., Amasyali M. F.
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

Kurttekin O., Amasyalı M. F.
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

Cetin F. Z., AMASYALI M. F.
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

Şeker A., Diri B., Amasyalı M. F., Biricik G.
2nd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2020), Gaziantep, Turkey, 7 - 09 October 2020, pp.1-4

Üç Boyutlu Doğal Seyrüsefer

Kaya Ö. F., Yılmaz K., Uslu E., Çakmak F., Amasyalı M. F., Yavuz S.
28th Signal Processing and Communications Applications Conference (SİU), Gaziantep, Turkey, 5 - 07 October 2020

3D Mapping and Simultaneous Navigation for Multi Micro Aerial Vehicles in Indoor Environments Coklu Mikro Hava Araclari icin Ic Ortamda 3B Haritalama ve Es Zamanli Navigasyon

DİLAVER M. B., ÇAKMAK F., USLU E., AMASYALI M. F., YAVUZ S.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Turkey, 5 - 07 October 2020 identifier

Otonom Efektif Alan Tarayıcı Robot Tasarımı

Köroğlu U., İslamoğlu U., Uslu E., Çakmak F., Altuntaş N., Amasyalı M. F., et al.
Akıllı Sistemlerde Yenilikler ve Uygulamaları, İzmir, Turkey, 31 October - 02 November 2019, pp.1-4

Holonomik Robot ile Dar Alanlarda Gezinim (Holonomic Robot Navigation in Narrow Spaces)

BAYGÜL F., USLU E., ÇAKMAK F., ALTUNTAŞ N., AMASYALI M. F., YAVUZ S.
5. Türkiye Robotbilim Konferansı (ToRK 2019), İstanbul, Turkey, 26 - 28 June 2019, pp.16-21

Words, Meanings, Characters in Sentiment Analysis

AMASYALI M. F., Taşköprü H., Çalışkan K.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Adana, Turkey, 04 October 2018, pp.1-4

A Fully Unsupervised Framework for Scoring Driving Style

ozgul O. F., Cakir M. U., Tan M., AMASYALI M. F., Hayvaci H. T.
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

DİLAVER M. B., ÇAKMAK F., USLU E., ALTUNTAŞ N., AMASYALI M. F., YAVUZ S.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, Antalya, Turkey, 5 - 07 October 2017, pp.71

Tasarlanmış Engebeli Ortamda Otonom Mobil Robot Gezinimi

YAŞAR A., USLU E., ÇAKMAK F., ALTUNTAŞ N., AMASYALI M. F., YAVUZ S.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, Antalya, Turkey, 5 - 07 October 2017, pp.37

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

Altuntaş N., Uslu E., Çakmak F., Amasyalı M. F., Yavuz S.
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

Gökcen B., Baygül F., ÇAKMAK F., USLU E., AMASYALI M. F., YAVUZ S.
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

Ant K., Soğukpınar U., AMASYALI M. F.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Antalya, Turkey, 05 October 2017, pp.1

Thermal based exploration for search and rescue robots

ÇAKMAK F., USLU E., AMASYALI M. F., YAVUZ S.
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

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

Hazmat charts detection on search and rescue league of RoboCup competitions RoboCup Yarişmalari Arama Kurtarma Ligi Ortamlarinda Hazmat İşaretleri Tespiti

Çakmak F., Uslu E., Amasyalı M. F., Yavuz S.
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

Marangoz S., Ergun E. E., USLU E., ÇAKMAK F., Altuntas N., AMASYALI M. F., et al.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Autonomous Mobile Robot Exploration in Negative Obstacle Environment

Keskin N., USLU E., ÇAKMAK F., Altuntas N., AMASYALI M. F., YAVUZ S.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Design and Implementation of an Outdoor Line Follower Robot for RoboCup Search and Rescue League

DİLAVER M. B., USLU E., ÇAKMAK F., Altuntas N., AMASYALI M. F., YAVUZ S.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Temsil Öğrenme için Bongard Problemleri

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

Topluluk Algoritması Destekli Yarı-eğiticili Öğrenme

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

Transfer Learnnig in sentiment analysis

AMASYALI M. F., Nişli A.
Akıllı Sistemlerde Yenilikler ve Uygulamaları, Düzce, Turkey, 29 September 2016, vol.1, pp.1-4

Yazar Tanımada Köşe Yazısı ve Tweet'lerin Çapraz Kullanımı

AMASYALI M. F., Mayda İ.
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

Yavuz S., Amasyalı M. F., Uslu E., Çakmak F.
The Future of robot rescue simulation Workshop, Leiden, Netherlands, 29 February - 04 March 2016

Bileşik Cümlelerde Yan Cümleciklerin Otomatik Etiketlenmesi

Bilgin M., AMASYALI M. F.
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

Yilmaz B., AMASYALI M. F., Balcilar M., USLU E., YAVUZ S.
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

Balcilar M., USLU E., ÇAKMAK F., ALTUNTAŞ N., Marangoz S., AMASYALI M. F., et al.
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

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

Time Effect in Sentiment Analysis

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

3 Dimensional Thermal Mapping

ALTUNTAŞ N., ÇAKMAK F., USLU E., Balcilar M., AMASYALI M. F., YAVUZ S.
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

Cakmak F., Uslu E., Altuntas N., Marangoz S., Balcilar M., Amasyali M. F., et al.
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

Bilgin M., AMASYALI M. F.
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

USLU E., ÇAKMAK F., BALCILAR M., Akıncı A., AMASYALI M. F., YAVUZ S.
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

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

Frontier-Based Autonomous Exploration Algorithm Implementation

Uslu E., Çakmak F., Balcılar M., Amasyalı M. F., Yavuz S.
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

Yilmaz B., Balcilar M., AMASYALI M. F., YAVUZ S.
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

USLU E., ÇAKMAK F., Balcilar M., Akinci A., AMASYALI M. F., YAVUZ S.
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

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

ROS Compatible Robot Platform Implementation

ÇAKMAK F., USLU E., BALCILAR M., YAVUZ S., AMASYALI M. F.
Türkiye Otonom Robotlar Konferansı, Ankara, Turkey, 06 November 2014, vol.1, pp.1-4

En Yakın k Komşuluk Algoritmasında Örneklere Bağlı Dinamik k Seçimi

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

A New Gating Function for Mixture of Experts

Bulut F., AMASYALI M. F., Sönmez C.
Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU) Sempozyumu, İzmir, Turkey, 09 October 2014, vol.1, pp.1-4

Kolektif Öğrenme Algoritmalarıyla Çocuklarda Obezite Hastalığına Yakalanma Olasılıklarının Hesaplanması

KÖKCÜ B. N., KÖSE R. D., Bulut F., AMASYALI M. F.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, İzmir, Turkey, 09 October 2014, vol.1, pp.1-4 Sustainable Development

Nonobot: Hayat Bilgisi Toplama Amaçlı Oyun

Yener Y. E., Kaplan S., AMASYALI M. F.
AKADEMİK BİLİŞİM 2014, Mersin, Turkey, 05 February 2014, vol.1, pp.1-4

Using range and inertia sensors for trajectory and pose estimation Gezinge ve konum kestirim yöntemlerinde mesafe ve atalet duyargalarinin kullanimi

ÇAKMAK F., USLU E., YAVUZ S., AMASYALI M. F., Balcilar M., Altuntaş N.
2014 22nd Signal Processing and Communications Applications Conference, SIU 2014, Trabzon, Turkey, 23 - 25 April 2014, pp.506-509 identifier identifier

Routing with Dijkstra in Mobile Ad-Hoc Networks

Mahmoodi K., Balcilar M., Amasyalı M. F., Yavuz S., Uzun Y., Davletov F.
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

Sahin G., Balcilar M., Uslu E., Yavuz S., Amasyalı M. F.
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

İLHAN H. O., AMASYALI M. F.
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

Çetin M., AMASYALI M. F.
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

Cingiz M. Ö., Albayrak A., AMASYALI M. F.
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

Özger Z. B., AMASYALI M. F.
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

AMASYALI M. F.
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

Çetin M., AMASYALI M. F.
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

Agan C., AMASYALI M. F.
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

Uzun Y., Balcilar M., Mahmoodi K., Davletov F., AMASYALI M. F., YAVUZ S.
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

AMASYALI M. F., Çetin M., Akbulut C.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), Trabzon, Turkey, 03 July 2012, vol.1, pp.1-4

Türkçe Sohbet Robotu

Topçu S., Şen C., AMASYALI M. F.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), Trabzon, Turkey, 03 July 2012, vol.1, pp.1-4

Kelime Yörüngeleri

AMASYALI M. F., Yener Y. E., Kaplan S.
Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Turkey, 18 April 2012, vol.1, pp.1-4

Bilgisayar Destekli Üslup İncelemesi

DİRİ B., AMASYALI M. F.
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

AMASYALI M. F., ERSOY O. K.
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

AMASYALI M. F., ERSOY O.
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

Özdemir C. B., AMASYALI M. F.
XV. Türkiye'de İnternet Konferansı, İstanbul, Turkey, 02 December 2010, vol.1, pp.1-4

Kamera Görüntülerinden Gidilen Yolun Kestirimi

Münük A., Sali M., AMASYALI M. F.
Bilimde Modern Yöntemler Sempozyumu, Diyarbakır, Turkey, 14 October 2010, vol.1, pp.5-9

Otonom Bir Robotla Statik Ortamda Nesne Etiketleme

Kaya A., Yiğit Y., AMASYALI M. F.
Bilimde Modern Yöntemler Sempozyumu, Diyarbakır, Turkey, 14 October 2010, vol.1, pp.1-4

Text2arff: Automatic feature extraction software for Turkish texts

AMASYALI M. F., Davletov F., Torayew A., Çiftçi Ü.
Signal Processing and Communication Applications Conference, Diyarbakır, Turkey, 22 April 2010, vol.1, pp.629-632

Türkçe Hayat Bilgisi Veri Tabanının Oluşturulması

AMASYALI M. F., İnak B., Ersen Z.
AKADEMİK BİLİŞİM 2010, Muğla, Turkey, 10 February 2010, vol.1, pp.1-4

Measurement of turkish word semantic similarity and text categorization application

AMASYALI M. F., Beken A.
Signal Processing and Communication Applications Conference, Antalya, Turkey, 09 April 2009, vol.1, pp.1-4

Türkçe Haber Metinleri İçin Otomatik Özetleme

Uzundere E., Dedja E., DİRİ B., AMASYALI M. F.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Isparta, Turkey, 19 June 2008, vol.1, pp.1-4

The performance factors of clustering ensembles

AMASYALI M. F., ERSOY O.
Signal Processing and Communication Applications Conference, Aydın, Turkey, 20 April 2008, vol.1, pp.1-4

Author Attribution of Turkish Texts by Feature Mining

Türkoğlu F., DİRİ B., AMASYALI M. F.
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

Yıldız H. K., Gençtav M., Usta N., AMASYALI M. F., DİRİ B.
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

Yavuz S., Amasyalı M. F., Balcılar M., Bilgin G., Dinç T., Kurt Yavuz Z.
Elektrik Elektronik Bilgisayar Mühendisliği Sempozyumu (ELECO 2006), Bursa, Turkey, 6 - 10 December 2006, pp.225-229

Clustering Application Benchmark

ALTUN O., Dursunoğlu N., AMASYALI M. F.
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

Bal M., AMASYALI M. F., ÇELEBİ U. B.
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

Türkoğlu F., DİRİ B., AMASYALI M. F.
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

AMASYALI M. F.
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

AMASYALI M. F., BAL M., ÇELEBİ U. B., EKİNCİ S., Boyaci U. K.
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

AMASYALI M. F., ERSOY O.
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

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

Automatic construction of Turkish wordnet

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

Automatic text categorization of news articles

AMASYALI M. F., YILDIRIM T.
Signal Processing and Communication Applications Conference, Muğla, Turkey, 28 April 2004, vol.1, pp.224-226

LVQplus: extended LVQ algorithm and its effects

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

Metin Analizi ve Sorgulama.

Yüksel Ç., Çabul H., Mocan Z., AMASYALI M. F.
Signal Processing and Communication Applications Conference, İstanbul, Turkey, 03 November 2003, vol.1, pp.1-4

Görsel ve Çok Dilli Terimler Sözlüğü

AMASYALI M. F., Buharalı A.
1. Ulusal Yazılım Mühendisliği Sempozyumu 2003, İzmir, Turkey, 23 October 2003, vol.1, pp.1-4

Neuro-Chain: A Handwritten Character Recognition System

AMASYALI M. F., Erdem N., Haberdar H., Koyuncu F.
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

ALBAYRAK S., AMASYALI M. F.
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

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

Text Analysing and Interrogating

Demirbilek Ç., Çalışkan H., Mocan Z., DİRİ B., AMASYALI M. F.
12th Turkish Symposium on Artificial Intelligence and Neural Networks, Çanakkale, Turkey, 02 July 2003, pp.1-5

Automatic Author Detection for Turkish Texts

DİRİ B., AMASYALI M. F.
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)

Demirbilek Ç., Çalışkan H., Mocan Z., DİRİ B., AMASYALI M. F.
11. Sinyal İşleme ve Uygulama Kurultayı, Çanakkale, Turkey, 18 June 2003, pp.1-5

Bir Türkçe Metindeki Kelimelerin Cümle İçindeki Durumlarına Bakılarak Eklerine Ayrılması

İşler S., AMASYALI M. F., Tatlı E. İ., Karslıgil Y.
Bilişim Zirvesi 2001, İstanbul, Turkey, 04 September 2001, vol.1, pp.1-4

Recognition of Human Face Expression

Tatlı E. İ., AMASYALI M. F., KARSLIGİL YAVUZ M. E.
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

AMASYALI M. F., BAL M., ÇELEBİ U. B., EKİNCİ S., Boyacı U. K.
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