Publications & Works

Publication Network
Articles 11
All (11)
SCI-E, SSCI, AHCI (6)
SCI-E, SSCI, AHCI, ESCI (6)
Scopus (7)
TRDizin (5)

1. Molecular pKa Prediction with Deep Learning and Chemical Fingerprints

Avcu F. M.
CUMHURIYET SCIENCE JOURNAL , vol.46, no.2, pp.233-239, 2025 (TRDizin) identifier

2. Theoretical and applied potential of artificial intelligence and machine learning in analysing molecular data

Avcu F. M.
Turkish Journal of Analytical Chemistry (Online) , vol.7, no.1, pp.61-70, 2025 (TRDizin) identifier

3. Clustering honey samples with unsupervised machine learning methods using FTIR data

AVCU F. M.
ANAIS DA ACADEMIA BRASILEIRA DE CIENCIAS , vol.96, no.1, pp.1-12, 2024 (SCI-Expanded, Scopus) identifier identifier

4. AZ VERİ SETLİ ÇALIŞMALARINDA DERİN ÖĞRENME VE DİĞER SINIFLANDIRMA ALGORİTMALARININ KARŞILAŞTIRILMASI: AGONİST VE ANTAGONİST LİGAND ÖRNEĞİ

AVCU F. M.
İnönü Üniversitesi Sağlık Hizmetleri Meslek Yüksek Okulu Dergisi , vol.10, no.1, pp.356-371, 2022 (TRDizin) identifier

5. Classification of some chemical drugs by genetic algorithm and deep neural network hybrid method

Karakaplan M., Avcu F. M.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.33, no.13, 2021 (SCI-Expanded, Scopus) identifier identifier

6. A Probabilistic Atomic Radius Definition: Application to Ground State Hydrogen-Like Atoms

AVCU F. M., ALAGÖZ S.
Adıyaman University Journal of Science , 2020 (TRDizin)

7. Deconvolution of Gaussian peaks with mixed real and discrete-integer optimization based on evolutionary computing

KARAKAPLAN M., AVCU F. M.
JOURNAL OF CHEMOMETRICS , vol.34, no.6, 2020 (SCI-Expanded, Scopus) identifier identifier

8. Finding exact number of peaks in broadband UV-vis spectra using curve fitting method based on evolutionary computing

AVCU F. M., KARAKAPLAN M.
Journal of the Turkish Chemical Society, Section A: Chemistry , vol.7, no.1, pp.117-124, 2020 (Scopus, TRDizin) identifier

9. A parallel and non-parallel genetic algorithm for deconvolution of NMR spectra peaks

Karakaplan M., AVCU F. M.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS , vol.125, pp.147-152, 2013 (SCI-Expanded, Scopus) identifier identifier

10. Sizeable amount of antiferromagnetic exchange interactions in newly reported dimeric cobalt (II) complex of the antiprine Schiff base of 3-formylsalicylic acid

AVCU F. M., AYTEKIN O., KARAKAPLAN M., BAYRI A.
JOURNAL OF OPTOELECTRONICS AND ADVANCED MATERIALS , vol.10, no.3, pp.589-591, 2008 (SCI-Expanded, Scopus) identifier identifier

11. Surprising magnetic behavior of cobalt(II) ion in recently prepared macrocycle complexes. Distortion versus intermolecular antiferromagnetic exchange interactions

Bayri A., Bahadir A. R., Avcu F. M., AYTEKIN O.
TRANSITION METAL CHEMISTRY , vol.30, no.8, pp.987-991, 2005 (SCI-Expanded, Scopus) identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 13

1. Classification of Water Samples with Supervised Machine Learning

Avcu F. M.
Uluslararası Dumlupınar Fen ve Matematik Kongresi - IDUSMAC 2022, Kütahya, Turkey, 5 - 07 September 2022, pp.217-218, (Summary Text) Sustainable Development

2. Clustering Stinging Nettle Samples with Unsupervised Learning Methods & Testing the Method with Deep Learning

Avcu F. M., Karakaplan M., Mutlu B.
Uluslararası Dumlupınar Fen ve Matematik Kongresi - IDUSMAC 2022, Kütahya, Turkey, 5 - 07 September 2022, pp.133-134, (Summary Text)

3. Müzik Türlerinin Matematiksel Olarak İncelenmesi

AKBUDAK H., AVCU F. M., TAŞDEMİR T.
1.Uluslararası Sanad Kongresi, İstanbul, Turkey, 13 December 2019, (Summary Text)

4. AN OPTIMIZED FRAMEWORK FOR CHEMICAL MEDICINE CLASSIFICATION USING DEEP LEARNING COUPLED WITH GENETIC ALGORITHM

KARAKAPLAN M., AVCU F. M.
INTERNATIONAL MULTIDISCIPLINARY SYMPOSIUM ON DRUG RESEARCH & DEVELOPMENT, Malatya, Turkey, 1 - 03 June 2019, pp.311-312, (Full Text)

5. Hidden Genes Genetic Algorithms for Gaussian Functions

KARAKAPLAN M., AVCU F. M.
Fourth International Conference on New Trends in Chemometrics and Applications, Aydın, Turkey, 1 May - 03 June 2019, pp.14-15, (Summary Text)

6. Ses Üretimi Açısından Keman Çalgısında Köprü Üzerinde BirTransformasyon Çalışması

ARAPGİRLİOĞLU H., AKBUDAK H., AVCU F. M.
ECSAC’18EUROPEAN CONFERENCE ON SCIENCE, ART CULTUREAntalya April 19-22, 2018, 19 - 22 May 2018, (Summary Text)

7. Arduino Platformunun Müzik Teknolojisinde Kullanımı: Theremin Örneği

AVCU F. M., KURTULUŞ M.
1. International Fine Arts and Education Symposion, Sivas, Turkey, 28 March 2018, (Summary Text)

8. Open Sound Control ve OpenCV2 ile Etkişimli Bir Ses Entalasyonu Denemesi

KARAKAPLAN M., KURTULUŞ M., AVCU F. M.
1. International Fine Arts and Education Symposion, Sivas, Turkey, 28 March 2018, (Summary Text)

9. DIY (Do It Yourself-Kendin Yap) Kültürü ile 3D Yazıcının Müzik Alanında Kullanımı

AVCU F. M., KURTULUŞ M.
1. International Fine Arts and Education Symposion, Sivas, Turkey, 28 March 2018, (Summary Text)

10. Chemometrical Evaluation of Complex Analytic Signals by Parallel Genetic Algorithm Microwave Spectra Examples

AVCU F. M., KARAKAPLAN M.
Third International Conference on New Trends in Chemometrics and Applications, 25 - 28 May 2016, (Summary Text)

11. Resolution of overlapping UV Vis absorption bands with parallel genetic algorithm

Avcu F. M., Karakaplan M.
Second International Conference on New Trends in Chemometrics and Applications, Ankara, Turkey, 01 May 2013, (Full Text)

12. Paralel Genetik Algoritma İle Çok Merkezli Fonksiyonların Optimizasyonu

Avcu F. M.
3. Ulusal Yüksek Başarımlı Hesaplama Konferansı, Ankara, Turkey, 12 March 2012, pp.4-8, (Summary Text)

13. Dağınık Lojman Yapılı Kampüslerde Adsl Uygulaması

AVCU F. M., Alagöz A. E.
Akademik Bilişim, Denizli, Turkey, 1 - 03 February 2006, (Full Text)
Books 2

1. Machine Learning Algorithms and Spectroscopic Applications

Avcu F. M.
in: Kimya Değerlendirmeleri, Zafer Ömer Özdemir, Editor, Yaz Yayınları, Afyonkarahisar, pp.104-133, 2025

2. Makine Öğrenmesinin Analitik Kimyada Yeni Bir Paradigma Olarak Yükselişi: İnceleme ve Geleceğe Yönelik Perspektifler

Avcu F. M.
in: Doğa ve Mühendislik Bilimlerinde Güncel Tartışmalar 8, Hikmet Y. ÇOĞUN,İshak PARLAR,Hasan ÜZMUŞ, Editor, Bilgin Kültür Sanat Yayınları, Ankara, pp.749-772, 2023
Metrics

Publication

26

Publication (WoS)

6

Publication (Scopus)

7

Citation (Scholar)

46

H-Index (Scholar)

4

Citation (TrDizin)

1

H-Index (TrDizin)

1

Citation (Sum Other)

1

Project

9
UN Sustainable Development Goals