Education Information
Doctorate, Yildiz Technical University, Graduate School Of Natural And Applied Sciences, Bilgisayar Mühendisliği, Turkey 2003 - 2008
Postgraduate, Yildiz Technical University, Graduate School Of Natural And Applied Sciences, Bilgisayar Mühendisliği, Turkey 2001 - 2003
Undergraduate, Yildiz Technical University, Elektrik Elektronik Fakültesi, Bilgisayar Bilimleri Mühendisliği, Turkey 1996 - 2001
Foreign Languages
English, C1 Advanced
Dissertations
Doctorate, Yeni Makine Öğrenmesi Metotları ve İlaç Tasarımında Uygulamaları, Yıldız Teknik Üniversitesi, Graduate School of Natural and Applied Sciences, Bilgisayar Mühendisliği, 2008
Postgraduate, INTERNET ÜZERİNDE ÇALIŞAN BİR DOĞAL DİL İŞLEME UYGULAMASI: SORU CEVAPLAMA SİSTEMİ, Yıldız Teknik Üniversitesi, Graduate School of Natural and Applied Sciences, Bilgisayar Mühendisliği, 2003
Research Areas
Computer Sciences, algorithms, Simulation and Modelling, Artificial Intelligence, Computer Learning and Pattern Recognition, Natural Language Processing, Text/Document Processing, Neural Networks, Engineering and Technology
Academic Titles / Tasks
Professor, Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, 2022 - Continues
Associate Professor, Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, 2017 - 2022
Assistant Professor, Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, 2009 - 2017
Research Assistant PhD, Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, 2008 - 2009
Research Assistant, Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, 2001 - 2008
Academic and Administrative Experience
Deputy Head of Department, Yildiz Technical University, Faculty Of Electrical & Electronics, Computer Engineering, 2011 - 2012
Courses
Yapay Zeka Teknikleri, Postgraduate, 2018 - 2019, 2017 - 2018, 2016 - 2017
Yapısal Prog. Giriş , Undergraduate, 2018 - 2019
Hesaplamalı Anlambilim, Doctorate, 2018 - 2019
Yapay Zeka, Undergraduate, 2018 - 2019, 2017 - 2018, 2016 - 2017, 2015 - 2016
Doğal Dil İşlemeye Giriş, Postgraduate, 2018 - 2019
Kollektif Öğrenme, Doctorate, 2017 - 2018, 2016 - 2017, 2015 - 2016
Mühendislik Matematiği, Undergraduate, 2017 - 2018, 2016 - 2017, 2015 - 2016
PROGRAMLAMA DİLLERİ, Undergraduate, 2015 - 2016
Advising Theses
Amasyalı M. F., Overcoming Hard Exploration Problem in Markov Decision Process using Inverse Reinforcement Learning and Human Demonstrations, Doctorate, W.ZEYAD(Student), 2022
Amasyalı M. F., Sosyal medya içerikleriyle hayat bilgisi veri tabanı oluşturma, Postgraduate, D.ALTINAL(Student), 2021
Amasyalı M. F., Yapay öğrenme algoritmalarını kandırmak, Doctorate, F.GÜMÜŞ(Student), 2021
Amasyalı M. F., Cyclical curriculum learning, Postgraduate, H.TOPRAK(Student), 2021
Amasyalı M. F., Derinlik karoları ile görsel odometri, Doctorate, N.ALTUNTAŞ(Student), 2019
Amasyalı M. F., Yapay Sinir Ağlarının Eğitiminde Örneklerin Zorluk Seviyesine GöreSıralanmasının Etkisinin İncelenmesi, Postgraduate, M.Nur(Student), 2018
Amasyalı M. F., Kelime yörüngeleri ile metin sınıflandırma, Postgraduate, İ.Mayda(Student), 2016
Amasyalı M. F., VERİ UZAYININ BÖLGESEL ÖZELLİKLERİNİ KULLANAN TEKİL VE KOLEKTİF ÖĞRENİCİ TASARIMLARI VE PERFORMANS ANALİZLERİ, Doctorate, F.Bulut(Student), 2016
Amasyalı M. F., Ardışık şartlı rastgele alanlarla sekans etiketleme, Doctorate, M.Bilgin(Student), 2016
Designed Lessons
Amasyalı M. F., Computational Semantics, Doctorate, 2018 - 2019
Yavuz S., Amasyalı M. F., Robot Teknolojisine Giriş, Undergraduate, 2015 - 2016
Amasyalı M. F., Collectie , Doctorate, 2013 - 2014
Published journal articles indexed by SCI, SSCI, and AHCI
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A robust optimization method for label noisy datasets based on adaptive threshold: Adaptive-kDedeoglu E., KESGİN H. T., AMASYALI M. F.Frontiers of Computer Science, vol.18, no.4, 2024 (SCI-Expanded)
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Enhancing multiple-choice question answering through sequential fine-tuning and Curriculum Learning strategiesYigit G., AMASYALI M. F.Knowledge and Information Systems, vol.65, no.11, pp.5025-5042, 2023 (SCI-Expanded)
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SelfCCL: Curriculum Contrastive Learning by Transferring Self-Taught Knowledge for Fine-Tuning BERTDehghan S., AMASYALI M. F.Applied Sciences (Switzerland), vol.13, no.3, 2023 (SCI-Expanded)
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Cyclical Curriculum LearningKESGİN H. T., AMASYALI M. F.IEEE Transactions on Neural Networks and Learning Systems, 2023 (SCI-Expanded)
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Reviewer Assignment Problem: A Systematic Review of the LiteratureAksoy M., Yanik S., AMASYALI M. F.Journal of Artificial Intelligence Research, vol.76, pp.761-827, 2023 (SCI-Expanded)
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Exploiting natural language services: a polarity based black-box attackGumus F., AMASYALI M. F.FRONTIERS OF COMPUTER SCIENCE, vol.16, no.5, 2022 (SCI-Expanded)
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SupMPN: Supervised Multiple Positives and Negatives Contrastive Learning Model for Semantic Textual SimilarityDehghan S., AMASYALI M. F.APPLIED SCIENCES-BASEL, vol.12, no.19, 2022 (SCI-Expanded)
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Assessing the impact of minor modifications on the interior structure of GRU: GRU1 and GRU2Yigit G., AMASYALI M. F.CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, vol.34, no.20, 2022 (SCI-Expanded)
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Training with growing sets: A comparative studyYegin M. N., Kurttekin O., Bahsi S. K., AMASYALI M. F.EXPERT SYSTEMS, vol.39, no.7, 2022 (SCI-Expanded)
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A New Reward System Based on Human Demonstrations for Hard Exploration GamesTareq W. Z., AMASYALI M. F.CMC-COMPUTERS MATERIALS & CONTINUA, vol.70, no.2, pp.2401-2414, 2022 (SCI-Expanded)
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Depthtiling: A novel way to increase visual SLAM performance in featureless environmentsAltuntas N., Amasyalı M. F.Electronics Letters, vol.55, pp.1338-1340, 2019 (SCI-Expanded)
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Improved Space Forest: A Meta Ensemble MethodAMASYALI M. F.IEEE TRANSACTIONS ON CYBERNETICS, vol.49, no.3, pp.816-826, 2019 (SCI-Expanded)
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More scalable solution for multi-robot-multi-target assignment problemMarangoz S., Amasyalı M. F., Uslu E., Çakmak F., Altuntaş N., Yavuz S.ROBOTICS AND AUTONOMOUS SYSTEMS, vol.113, pp.174-185, 2019 (SCI-Expanded)
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An architecture for multi-robot localization and mapping in the Gazebo/Robot Operating System simulation environmentUslu 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)
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Locally adaptive k parameter selection for nearest neighbor classifier: one nearest clusterBulut F., Amasyalı M. F.PATTERN ANALYSIS AND APPLICATIONS, vol.20, no.2, pp.415-425, 2017 (SCI-Expanded)
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R-SLAM: Resilient localization and mapping in challenging environmentsBalcilar M., Yavuz S., Amasyalı M. F., Uslu E., Çakmak F.ROBOTICS AND AUTONOMOUS SYSTEMS, vol.87, pp.66-80, 2017 (SCI-Expanded)
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Dependency parsing with stacked conditional random fields for TurkishBilgin 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)
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Classification in mixture of experts using hard clustering and a new gate functionBulut F., Amasyalı M. F.JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.31, pp.1017-1025, 2016 (SCI-Expanded)
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Decision support system for collision avoidance of vesselsSimsir U., AMASYALI M. F., BAL M., ÇELEBİ U. B., Ertugrul S.APPLIED SOFT COMPUTING, vol.25, pp.369-378, 2014 (SCI-Expanded)
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Moving Object Detection using Lab2000HL Color Space with Spatial and Temporal SmoothingBalcilar M., AMASYALI M. F., Sonmez A. C.APPLIED MATHEMATICS & INFORMATION SCIENCES, vol.8, no.4, pp.1755-1766, 2014 (SCI-Expanded)
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Classifier Ensembles with the Extended Space ForestAMASYALI M. F., Ersoy O. K.IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol.26, no.3, pp.549-562, 2014 (SCI-Expanded)
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Performance Evaluation of the Machine Learning Algorithms Used in Inference Mechanism of a Medical Decision Support SystemBAL M., AMASYALI M. F., Sever H., Kose G., Demirhan A.SCIENTIFIC WORLD JOURNAL, 2014 (SCI-Expanded)
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A comparative review of regression ensembles on drug design datasetsAMASYALI M. F., Ersoy O.TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.21, no.2, pp.586-602, 2013 (SCI-Expanded)
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Predictions of oil/chemical tanker main design parameters using computational intelligence techniquesEKİNCİ 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)
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Cline: A new decision-tree familyAmasyalı M. F., Ersoy O.IEEE TRANSACTIONS ON NEURAL NETWORKS, vol.19, no.2, pp.356-363, 2008 (SCI-Expanded)
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Automatic Turkish text categorization in terms of author, genre and genderAmasyalı M. F., Diri B.NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, PROCEEDINGS, vol.3999, pp.221-226, 2006 (SCI-Expanded)
Articles Published in Other Journals
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A comparative analysis of text representation, classification and clustering methods over real project proposalsAksoy M., Yanık S., AMASYALI M. F.International Journal of Intelligent Computing and Cybernetics, vol.16, no.3, pp.595-628, 2023 (ESCI)
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Summarising Big Data: Common GitHub Dataset for Software Engineering ChallengesŞeker A., Diri B., Arslan H., Amasyalı M. F.Cumhuriyet Science Journal, vol.41, no.3, pp.720-724, 2020 (Peer-Reviewed Journal)
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Autonomous Mobile Robot Navigation in Structured Rough TerrainYaşar 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)
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Autonomous Navigation Algorithm for RoboCup RRL Maneuvering 2 FieldDilaver 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)
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Scalable Curriculum Learning for Artificial Neural NetworksMermer M. N., Amasyalı M. F.IPSI BGD TRANSACTIONS ON INTERNET RESEARCH, vol.13, no.2, pp.57-62, 2017 (ESCI)
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AUTOMATIC DISCOVERY OF SIMILAR WORDS BY SUBSTITUTE VECTORSDüzenli 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)
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Yapay Sinir Ağlarında Parçalı EğitimAMASYALI M. F.TBV Bilgisayar Bilimleri ve Mühendisliği Dergisi, vol.8, no.1, pp.1-15, 2015 (Peer-Reviewed Journal)
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Active Learning as a Way of Increasing AccuracyİLHAN H. O., AMASYALI M. F.International Journal of Computer Theory and Engineering, vol.6, no.6, pp.460-465, 2014 (Peer-Reviewed Journal)
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PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELDSAygül M., Karaalioğlu G., AMASYALI M. F.Sigma Journal of Engineering and Natural Sciences, vol.32, no.1, pp.23-30, 2014 (ESCI)
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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)
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Geniş Metin Koleksiyonlarından İteratif Bilgi ÇıkarımıŞAHİN G., AMASYALI M. F.EMO Bilimsel Dergi, vol.4, no.7, pp.13-20, 2014 (Peer-Reviewed Journal)
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Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence AlgorithmsAMASYALI M. F., DEMİRHAN A., BAL M.Advances in Artificial Intelligence, vol.1, pp.1-14, 2014 (Peer-Reviewed Journal)
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Comparing Informative Sample Selection Strategies in Classification EnsemblesİLHAN H. O., AMASYALI M. F.International Journal of Machine Learning and Computing, vol.4, pp.79-84, 2014 (Peer-Reviewed Journal)
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A Turkish Automatic Question Answering System with Question Multiplexing:Ben BilirimAMASYALI 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)
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Tümce Öğelerinden Hayat Bilgisi ÇıkarımıAMASYALI M. F., Özköse C.TÜRKİYE BİLİŞİM VAKFI BİLGİSAYAR BİLİMLERİ ve MÜHENDİSLİĞİ DERGİSİ, no.6, 2012 (Peer-Reviewed Journal)
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TÜRKÇE METİNLERİN SINIFLANDIRILMASINDA METİN TEMSİL YÖNTEMLERİNİN PERFORMANS KARŞILAŞTIRILMASIAMASYALI M. F., Balcı S., vARLI E. N., Mete E.EMO Bilimsel Dergi, vol.2, no.4, pp.95-104, 2012 (Peer-Reviewed Journal)
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Kavramlar Arası Anlamsal İlişkilerin Türçe Sözlük Tanımları Kullanılarak Otomatik Olarak ÇıkartılmasıYazıcı E., AMASYALI M. F.EMO Bilimsel Dergi, vol.1, no.1, pp.1-13, 2011 (Peer-Reviewed Journal)
Books & Book Chapters
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Comparison of Different Neural Networks Performances On Motorboat DatasetsAMASYALI 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
Refereed Congress / Symposium Publications in Proceedings
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Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language ModelingKESGİN 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
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Exploring the Benefits of Data Augmentation in Math Word Problem SolvingYigit G., AMASYALI M. F.17th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2023, Hammamet, Tunisia, 20 - 23 September 2023
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Sentence Detailing and Its ApplicationsŞAHİN F., AMASYALI M. F.2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023
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Racial Bias Mitigation with Federated Learning Approach Federe Ogrenme Yaklasimiyla Irksal Yanliligin AzaltilmasiDervisoglu H., AMASYALI M. F.8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Turkey, 13 - 15 September 2023, pp.548-553
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Investigating Semi-Supervised Learning Algorithms in Text DatasetsKESGİN H. T., AMASYALI M. F.2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022
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Intelligent Word Embedding Methods to Support Project Proposal Grouping for Project SelectionAksoy 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
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Masked Word Prediction with Statistical and Neural Language ModelsAtlinar 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
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Segmentation of Hashtags with LSTM LSTM ile Sosyal Medya Etiketlerinin AyriştirilmasiKurttekin O., Amasyalı M. F.2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Turkey, 15 - 17 October 2020
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Reversed Image Detection with Convolutional Neural Networks Evrişimsel Sinir Aǧlari ile Ters Görüntü TespitiCetin F. Z., AMASYALI M. F.2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020, İstanbul, Turkey, 15 - 17 October 2020
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Sosyal Ağ Akışlarında Anomali Olaylarının Tespiti için Kelime Frekansı Tabanlı Bir YöntemŞeker 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
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Üç Boyutlu Doğal SeyrüseferKaya 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
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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 NavigasyonDİLAVER 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
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Otonom Efektif Alan Tarayıcı Robot TasarımıKöroğlu U., İslamoğlu U., Uslu E., Çakmak F., Altuntaş N., Amasyalı M. F., Yavuz S.Akıllı Sistemlerde Yenilikler ve Uygulamaları, İzmir, Turkey, 31 October - 02 November 2019, pp.1-4
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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
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Words, Meanings, Characters in Sentiment AnalysisAMASYALI M. F., Taşköprü H., Çalışkan K.Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Adana, Turkey, 04 October 2018, pp.1-4
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A Fully Unsupervised Framework for Scoring Driving Styleozgul 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
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Tasarlanmış Engebeli Ortamda Otonom Mobil Robot GezinimiYAŞAR 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
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RoboCup RRL Manevra 2 Alanı için Otonom Gezinim AlgoritmasıDİLAVER 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
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Comparison of 3-Dimensional SLAM systems: RTAB-Map vs. KintinuousAltuntaş 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
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Android application for simultaneously control of multiple land robots which have different drive strategyGökcen 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
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Comparison of Templates with Word2vec in Finding Semantic Relations Between WordsAnt K., Soğukpınar U., AMASYALI M. F.Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Antalya, Turkey, 05 October 2017, pp.1
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Thermal based exploration for search and rescue robotsÇAKMAK 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
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Hazmat charts detection on search and rescue league of RoboCup competitions RoboCup Yarişmalari Arama Kurtarma Ligi Ortamlarinda Hazmat İşaretleri TespitiÇakmak F., Uslu E., Amasyalı M. F., Yavuz S.25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017
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Ensemble learning with surrogate splits Vekil Ayrimlarla Kolektif ÖǧrenmeAMASYALI M. F.25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017
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Design and Implementation of an Outdoor Line Follower Robot for RoboCup Search and Rescue LeagueDİLAVER 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
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Autonomous Mobile Robot Exploration in Negative Obstacle EnvironmentKeskin 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
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A Fast 3D Exploration Algorithm for Autonomous Aerial RobotsMarangoz S., Ergun E. E., 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
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Topluluk Algoritması Destekli Yarı-eğiticili ÖğrenmeŞeker A., AMASYALI M. F.Uluslararası Bilgi?sayar Bilimleri ve Mühendisliği ?Konferansı, Tekirdağ, Turkey, 20 October 2016, vol.1, pp.1-4
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Temsil Öğrenme için Bongard ProblemleriAMASYALI M. F.Uluslararası Bilgi?sayar Bilimleri ve Mühendisliği ?Konferansı, Tekirdağ, Turkey, 20 October 2016, vol.1, pp.1-4
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Transfer Learnnig in sentiment analysisAMASYALI M. F., Nişli A.Akıllı Sistemlerde Yenilikler ve Uygulamaları, Düzce, Turkey, 29 September 2016, vol.1, pp.1-4
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Yazar Tanımada Köşe Yazısı ve Tweet'lerin Çapraz KullanımıAMASYALI M. F., Mayda İ.Elektrik-Elektronik, Bilgisayar, Biyomedikal Mühendislikleri Bilimsel Toplantısı, İstanbul, Turkey, 26 April 2016, vol.1, pp.1-4
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Experiences of Team Yildiz in Virtual and Real Rescue LeagueYavuz S., Amasyalı M. F., Uslu E., Çakmak F.The Future of robot rescue simulation Workshop, Leiden, Netherlands, 29 February - 04 March 2016
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Bileşik Cümlelerde Yan Cümleciklerin Otomatik EtiketlenmesiBilgin M., AMASYALI M. F.18. Akademik Bilisim Konferansı, Aydın, Turkey, 03 February 2016, vol.1, pp.1-4
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Deformable Part Model and Deep Learning Comparison on Victim DetectionCakmak F., Uslu E., Altuntas N., Marangoz S., Balcilar M., Amasyali M. F., Yavuz S.24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1513-1516
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Time Effect in Sentiment AnalysisEkinci M., ÖZCAN M., AMASYALI M. F.24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.209-212
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text2arff: A Text Representation LibraryCan E., AMASYALI M. F.24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.197-200
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Impact of Artificial Dataset Enlargement on Performance of Deformable Part ModelsYilmaz 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
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An Architecture for Multi-Robot Hector MappingBalcilar M., USLU E., ÇAKMAK F., ALTUNTAŞ N., Marangoz S., AMASYALI M. F., YAVUZ S.International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romania, 2 - 05 August 2016
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3 Dimensional Thermal MappingALTUNTAŞ 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
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Semantic Role Labeling with Relative ClausesBilgin M., AMASYALI M. F.3rd GLOBAL CONFERENCE ON COMPUTER SCIENCE, SOFTWARE, NETWORKS AND ENGINEERING, İstanbul, Turkey, 19 November 2015, vol.1, pp.1-4
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Implementation of frontier-based exploration algorithm for an autonomous robotUSLU 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
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Comparison of machine learning methods for the sequence labelling applicationsBilgin M., AMASYALI M. F.Signal Processing and Communication Applications Conference, Malatya, Turkey, 16 May 2015, vol.1, pp.503-506
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Human victim detection with Deformable Part Models Degişebilir Parça bazli Modeller ile Kurban TanimaYilmaz 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
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nImplementation of Frontier-Based Exploration Algorithm for an Autonomous RobotUSLU 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
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Frontier-Based Autonomous Exploration Algorithm ImplementationUslu 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
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Örneklemeli K-ortalama AlgoritmasıAMASYALI M. F.ELEKTRİK – ELEKTRONİK - BİLGİSAYAR MÜHENDİSLİĞİ SEMPOZYUMU VE FUARI, Bursa, Turkey, 27 November 2014, vol.1, pp.1-4
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ROS Compatible Robot Platform ImplementationÇAKMAK F., USLU E., BALCILAR M., YAVUZ S., AMASYALI M. F.Türkiye Otonom Robotlar Konferansı, Ankara, Turkey, 06 November 2014, vol.1, pp.1-4
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En Yakın k Komşuluk Algoritmasında Örneklere Bağlı Dinamik k SeçimiBulut F., AMASYALI M. F.Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, İzmir, Turkey, 09 October 2014, vol.1, pp.1-4
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Kolektif Öğrenme Algoritmalarıyla Çocuklarda Obezite Hastalığına Yakalanma Olasılıklarının HesaplanmasıKÖKCÜ 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
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A New Gating Function for Mixture of ExpertsBulut F., AMASYALI M. F., Sönmez C.Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU) Sempozyumu, İzmir, Turkey, 09 October 2014, vol.1, pp.1-4
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Nonobot: Hayat Bilgisi Toplama Amaçlı OyunYener Y. E., Kaplan S., AMASYALI M. F.AKADEMİK BİLİŞİM 2014, Mersin, Turkey, 05 February 2014, vol.1, pp.1-4
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Routing with Dijkstra in Mobile Ad-Hoc NetworksMahmoodi 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
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Obstacle Avoidance with Vector Field Histogram Algorithm for Search and Rescue RobotsSahin 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
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Using range and inertia sensors for trajectory and pose estimation Gezinge ve konum kestirim yöntemlerinde mesafe ve atalet duyargalarinin kullanimiÇAKMAK 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
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Comparing Informative Sample Selection Strategies in Classification EnsemblesİLHAN 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
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Active learning for Turkish sentiment analysisÇetin M., AMASYALI M. F.2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications, IEEE INISTA 2013, Albena, Bulgaria, 19 - 21 June 2013
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KNN Parameter Selection Via Meta LearningÖzger Z. B., AMASYALI M. F.21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4
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A Semi-Random Subspace Method for Classification EnsemblesAMASYALI M. F.21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4
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Supervised and Traditional Term Weighting Methods for Sentiment AnalysisÇetin M., AMASYALI M. F.21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4
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Evaluation of Robustness of Ensemble Learners to Noisy DataCingiz 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
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Active Learning with Committees and the Selection of Starting SetsAgan C., AMASYALI M. F.21st Signal Processing and Communications Applications Conference (SIU), Lefkoşe, Cyprus (Kktc), 24 April 2013, vol.1, pp.1-4
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Usage of HoG (histograms of oriented gradients) features for victim detection at disaster areasUzun 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
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Türkçe Sohbet RobotuTopçu S., Şen C., AMASYALI M. F.Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), Trabzon, Turkey, 03 July 2012, vol.1, pp.1-4
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Metinlerin Anlamsal Uzayda Temsil Yöntemlerinin Sınıflandırma Performansina EtkileriAMASYALI M. F., Çetin M., Akbulut C.Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU), Trabzon, Turkey, 03 July 2012, vol.1, pp.1-4
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Kelime YörüngeleriAMASYALI M. F., Yener Y. E., Kaplan S.Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Muğla, Turkey, 18 April 2012, vol.1, pp.1-4
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Bilgisayar Destekli Üslup İncelemesiDİRİ B., AMASYALI M. F.2. Uluslararası Türk Dili ve Edebiyatı Sempozyumu, Isparta, Turkey, 19 - 21 October 2011
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Comparison of Single and Ensemble Classifiers in Terms of Accuracy and Execution TimeAMASYALI 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
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Sınıflandırıcı Topluluklarında Başarı Tabanlı Budama ve Ağırlıklı OylamaAMASYALI M. F., ERSOY O.IEEE 19.Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Antalya, Turkey, 20 April 2011, vol.1, pp.194-197
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Hayat Bilgisi Veritabanı Kullanılarak Otomatik Cümle ÜretimiÖzdemir C. B., AMASYALI M. F.XV. Türkiye'de İnternet Konferansı, İstanbul, Turkey, 02 December 2010, vol.1, pp.1-4
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Otonom Bir Robotla Statik Ortamda Nesne EtiketlemeKaya A., Yiğit Y., AMASYALI M. F.Bilimde Modern Yöntemler Sempozyumu, Diyarbakır, Turkey, 14 October 2010, vol.1, pp.1-4
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Kamera Görüntülerinden Gidilen Yolun KestirimiMünük A., Sali M., AMASYALI M. F.Bilimde Modern Yöntemler Sempozyumu, Diyarbakır, Turkey, 14 October 2010, vol.1, pp.5-9
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Text2arff: Automatic feature extraction software for Turkish textsAMASYALI M. F., Davletov F., Torayew A., Çiftçi Ü.Signal Processing and Communication Applications Conference, Diyarbakır, Turkey, 22 April 2010, vol.1, pp.629-632
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Türkçe Hayat Bilgisi Veri Tabanının OluşturulmasıAMASYALI M. F., İnak B., Ersen Z.AKADEMİK BİLİŞİM 2010, Muğla, Turkey, 10 February 2010, vol.1, pp.1-4
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Measurement of turkish word semantic similarity and text categorization applicationAMASYALI M. F., Beken A.Signal Processing and Communication Applications Conference, Antalya, Turkey, 09 April 2009, vol.1, pp.1-4
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Türkçe Haber Metinleri İçin Otomatik ÖzetlemeUzundere E., Dedja E., DİRİ B., AMASYALI M. F.Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Isparta, Turkey, 19 June 2008, vol.1, pp.1-4
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The performance factors of clustering ensemblesAMASYALI M. F., ERSOY O.Signal Processing and Communication Applications Conference, Aydın, Turkey, 20 April 2008, vol.1, pp.1-4
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Author Attribution of Turkish Texts by Feature MiningTürkoğlu F., DİRİ B., AMASYALI M. F.Third International Conference on Intelligent Computing, ICIC 2007, Quingdao, China, 21 August 2007, vol.1, pp.1086-1093
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A New Feature Extraction Method for Text ClassificationYıldız 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
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Eş Zamanlı Konum Belirleme ve Harita Oluşturma Amaçlı Otonom Bir RobotYavuz 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
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Clustering Application BenchmarkALTUN 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
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Using machine learning methods in the computation of engine power of motorboats and the comparison of these methodsBal 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
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Farklı Özellik Vektörleri ile Türkçe Dokümanların Yazarlarının BelirlenmesiTürkoğlu 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
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An Approach for Word Categorization Based on Semantic Similarity Measure Obtained from Search EnginesAMASYALI M. F.Signal Processing and Communication Applications Conference, Antalya, Turkey, 17 April 2006, vol.1, pp.1-4
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Comparison of different neural networks performances on motorboat datasetsAMASYALI 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
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Cline: New Multivariate Decision Tree Construction HeuristicsAMASYALI M. F., ERSOY O.ICSC Congress on Computational Intelligence Methods and Applications (CIMA 2005), İstanbul, Turkey, 15 December 2005, vol.1, pp.1-4
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ClusLine: A New Clustering AlgorithmAMASYALI M. F., ERSOY O.International Symposium on INnovations in Intelligent SysTems and Applications, İstanbul, Turkey, 15 June 2005, vol.1, pp.1-4
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Automatic construction of Turkish wordnetAMASYALI M. F.Signal Processing and Communication Applications Conference, Kayseri, Turkey, 16 May 2005, vol.1, pp.248-251
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Automatic text categorization of news articlesAMASYALI M. F., YILDIRIM T.Signal Processing and Communication Applications Conference, Muğla, Turkey, 28 April 2004, vol.1, pp.224-226
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LVQplus: extended LVQ algorithm and its effectsAMASYALI M. F.Signal Processing and Communication Applications Conference, Muğla, Turkey, 28 April 2004, vol.1, pp.450-453
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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
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Görsel ve Çok Dilli Terimler SözlüğüAMASYALI M. F., Buharalı A.1. Ulusal Yazılım Mühendisliği Sempozyumu 2003, İzmir, Turkey, 23 October 2003, vol.1, pp.1-4
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Fuzzy C-Means Clustering on Medical Diagnostic SystemsALBAYRAK S., AMASYALI M. F.International Twelfth Turkish Symposium on Artificial Intelligence and Neural Network, Çanakkale, Turkey, 02 July 2003, vol.1, pp.10-14
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Identifying the poets of the anonymous poemsAMASYALI M. F., DİRİ B.International Symposium on INnovations in Intelligent SysTems and Applications, Çanakkale, Turkey, 02 July 2004, vol.1, pp.1-4
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Neuro-Chain: A Handwritten Character Recognition SystemAMASYALI 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
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Text Analysing and InterrogatingDemirbilek 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
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Automatic Author Detection for Turkish TextsDİRİ 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
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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
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Bir Türkçe Metindeki Kelimelerin Cümle İçindeki Durumlarına Bakılarak Eklerine Ayrılmasıİşler S., AMASYALI M. F., Tatlı E. İ., Karslıgil Y.Bilişim Zirvesi 2001, İstanbul, Turkey, 04 September 2001, vol.1, pp.1-4
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Recognition of Human Face ExpressionTatlı 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
Supported Projects
Amasyalı M. F., Çakmak F., Project Supported by Defense Industry, İŞBİRLİKÇİ ROBOTLAR (İHA VE İKA’lar) İLE OTONOM KEŞİF, GÜDÜM VE SEYRÜSEFER (ROBOTİM) PROJESİ, 2020 - 2023
Yavuz S., Amasyalı M. F., Uslu E., TUBITAK Project, 118E215 - Heterojen Çok Robotlu Otonom Arama Kurtarma Takımı Için Etkin Görev Dağılımı, 2018 - 2021
AMASYALI M. F., ALTUNTAŞ N., Project Supported by Higher Education Institutions, DERİNLİK KAROLARI İLE GÖRSEL ODOMETRİ, 2017 - 2020
Diri B., Biricik G., Amasyalı M. F., Şeker A., Project Supported by Defense Industry, HAVADİS, 2018 - 2019
USLU E., YAVUZ S., AMASYALI M. F., ÇAKMAK F., AKINCI A., MARANGOZ S., ALTUNTAŞ N., Project Supported by Higher Education Institutions, Gerçek Robot Platformu ile Tasarlanmış ve Tasarlanmamış Engebeli Alanda Otonom Gezinim, 2015 - 2018
AMASYALI M. F., ÇAKMAK F., ALTUNTAŞ N., YAVUZ S., USLU E., AKINCI A., MARANGOZ S., DİLAVER M. B., KIRLI E., Project Supported by Higher Education Institutions, Kısıtlı İletişime Sahip Robot Takımları İçin Otonom Keşif Algoritmalarının Tasarlanması, 2015 - 2017
Yavuz S., Amasyalı M. F., Uslu E., TUBITAK Project, Otonom Arama Kurtarma Robotları Için Keşif, Haritalama Ve Afetzede Tespit Algoritmalarının Geliştirilmesi, 2013 - 2016
Bolat B., Yavuz S., Amasyalı M. F., Altun O., Kurt Z., Uslu E., Project Supported by Higher Education Institutions, Eş Zamanlı Konum Belirleme ve Harita Oluşturma Amaçlı Otonom Robot Projesi YTÜ BAPK 27 04 01 01, 2007 - 2008
Patent
Çakmak F., Yavuz S., AMASYALI M. F., KONUM BELİRLEYEN BİR CİHAZ VE OTONOM BİR HARİTALAMA VE KONUM BELİRLEME YÖNTEMİ, Patent, CHAPTER G Physics, The Invention Registration Number: 2016 20438 , Standard Registration, 2020
Scientific Refereeing
IEEE Intelligent Systems, SCI Journal, January 2009
IEEE Transactions on Knowledge and Data Engineering, SCI Journal, January 2009
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, SCI Journal, January 2009
Pattern Recognition Letters, SCI Journal, October 2006
Metrics
Awards
AMASYALI M. F., RoboCup, Nagoya Japonya, Arama Kurtarma Gerçek Robotlar Ligi, En İyi Otonom Robot, NIST-ABD, July 2017
AMASYALI M. F., RoboCup, Nagoya Japonya, Arama Kurtarma Simülasyon Ligi’nde 1.lik, NIST-ABD, July 2017
AMASYALI M. F., RoboCup, Nagoya Japonya, Arama Kurtarma Gerçek Robotlar Ligi, En İyi Keşif Robotu, NIST-ABD, July 2017
AMASYALI M. F., RoboCup, Nagoya Japonya, Arama Kurtarma Gerçek Robotlar Ligi, En İyi Küçük Keşif Robotu, NIST-ABD, July 2017
AMASYALI M. F., RoboCup, Nagoya Japonya, Arama Kurtarma Gerçek Robotlar Ligi, En İyi Dış Ortam Taşıma Robotu, NIST-ABD, July 2017
AMASYALI M. F., Robocup German Open 2017’de Arama Kurtarma Ligi, Otonom Keşif Kategorisi’nde 1.lik, NIST-ABD, May 2017
AMASYALI M. F., Robocup German Open 2017’de Arama Kurtarma Ligi’nde 3.lük, NIST-ABD, May 2017
AMASYALI M. F., Robocup İran Open 2017’de Arama Kurtarma Simulasyon Ligi, Otonom Keşif Kategorisi’nde 1.lik, NIST-ABD, April 2017
AMASYALI M. F., Robocup Dünya Şampiyonası Almanya 2016’da Arama Kurtarma Simulasyon ligi’nde 1.lik, NIST - ABD, July 2016
AMASYALI M. F., Robocup Dünya Şampiyonası Almanya 2016’da Arama Kurtarma Gerçek Robotlar Ligi, Otonom Keşif Kategorisi’nde 1.lik, NIST - ABD, July 2016
AMASYALI M. F., Robocup Dünya Şampiyonası Brezilya 2014’te Arama Kurtarma Simulasyon ligi’nde 2.lik, NIST - ABD, July 2014
AMASYALI M. F., Robocup Dünya Şampiyonası Hollanda 2013’te Arama Kurtarma Simulasyon ligi’nde 2.lik, NIST - ABD, July 2013
AMASYALI M. F., Robocup İran Open 2013’te Arama Kurtarma Simulasyon ligi’nde 2.lik, NIST - ABD, April 2013
AMASYALI M. F., Robocup Dünya Şampiyonası Meksika 2012’de Arama Kurtarma Simulasyon ligi’nde 2.lik, NIST - ABD, July 2012
AMASYALI M. F., Robocup İran Open 2012’de Arama Kurtarma Simulasyon ligi’nde 2.lik, NIST - ABD, April 2012
Non Academic Experience
Purdue Uni. Electrical and Computer Eng. Dept.