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Mustafa Açıkkar

Observed names: M. Acikkar, Mustafa Acikkar, Mustafa AÇIKKAR
ORCID: 0000-0001-8888-4987
Observed ORCID: 0000-0001-8888-4987
OpenAlex ID: A5048570743
A novel hybrid PSO- and GS-based hyperparameter optimization algorithm for support vector regression
2023 · Mustafa Açıkkar, Yunus Altunkol · Neural Computing and Applications · 43
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Prediction of gross calorific value of coal based on proximate analysis using multiple linear regression and artificial neural networks
2018 · Mustafa AÇIKKAR, Osman SİVRİKAYA · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 36
Support vector machines for predicting the admission decision of a candidate to the School of Physical Education and Sports at Cukurova University
2008 · Mustafa Acikkar, Mehmet Fatih Akay · Expert Systems with Applications · 33
Fast grid search: A grid search-inspired algorithm for optimizing hyperparameters of support vector regression
2024 · Mustafa AÇIKKAR · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 31
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An improved KNN classifier based on a novel weighted voting function and adaptive k-value selection
2023 · Mustafa Açıkkar, Selçuk Tokgöz · Neural Computing and Applications · 20
Support vector machines for aerobic fitness prediction of athletes
2008 · Mustafa Acikkar, Mehmet Fatih Akay, et al. · Expert Systems with Applications · 17
Prediction of landslide tsunami run-up on a plane beach through feature selected MLP-based model
2022 · Baran Aydın, Savaş Yağuzluk, et al. · Journal of Ocean Engineering and Science · 8
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Deep learning-based landslide tsunami run-up prediction from synthetic gage data
2024 · Mustafa Açıkkar, Baran Aydın · Applied Ocean Research · 7
Improving multi-class classification: scaled extensions of harmonic mean-based adaptive k-nearest neighbors
2024 · Mustafa Açıkkar, Selçuk Tokgöz · Applied Intelligence · 6
Özelli̇k Seçi̇mi̇ İle Bi̇rleşti̇ri̇lmi̇ş Destek Vektör Maki̇neleri̇ni̇ Kullanarak Kömürün Üst Isil Değeri̇ni̇n Kisa Ve Elementel Anali̇z Deği̇şkenleri̇nden Tahmi̇ni̇
2020 · Mustafa AÇIKKAR · Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi · 5
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Yıkanmış Türk Linyit Kömürlerinin Üst Isıl Değerinin Destek Vektör Regresyonu ile Tahmini
2020 · Mustafa AÇIKKAR, Osman" Sivrikaya · European Journal of Science and Technology · 4
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Mahalanobis distance with radial basis function network on protein secondary structures
2002 · T. Ibrikci, M.E. Brandt, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 4
Intelligent regression techniques for non-exercise prediction of VO2max
2013 · M. Acikkar, M. F. Akay, et al. · Signal Processing and Communications Applications Conference (SIU) · 2
Estimating Tsunami Run-Up Triggered by Landslides Using Support Vector Machine
2025 · Selçuk Tokgöz, Mustafa Açıkkar, et al. · International Symposium on Innovative Approaches in Smart Technologies (ISAS) · 1
A Morphology-Aware Framework for Validating Synthetic Tsunami Time Series Under Measurement Uncertainty
2026 · Selçuk Tokgöz, Mustafa Açıkkar, et al. · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA)
Developing VO2max Prediction Models Using Machine Learning Methods
2015 · Mustafa Açıkkar, Mehmet Fatih Akay
Neural network based VO2max prediction models using maximal exercise and non-exercise data
2013 · E. Aktarla, M. F. Akay, et al. · Signal Processing and Communications Applications Conference (SIU)
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Assessment of Gaussian radial basis function network on protein secondary structures
2005 · T. Ibrikci, M. Guler, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Works count: 18
Citation count: 217
H-index: 7
I10-index: 6
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