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2020 – today
- 2024
- [j29]Serkan Kiranyaz
, Junaid Malik
, Mehmet Yamac
, Mert Duman
, Ilke Adalioglu
, Esin Guldogan, Turker Ince
, Moncef Gabbouj
:
Super Neurons. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 206-228 (2024) - 2023
- [j28]Moncef Gabbouj
, Serkan Kiranyaz
, Junaid Malik
, Muhammad Uzair Zahid
, Turker Ince
, Muhammad E. H. Chowdhury
, Amith Khandakar
, Anas Tahir:
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9363-9374 (2023) - [i19]Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Improved Active Fire Detection using Operational U-Nets. CoRR abs/2304.09721 (2023) - [i18]Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification. CoRR abs/2304.09730 (2023) - [i17]Ozer Can Devecioglu, Serkan Kiranyaz, Amer Elhmes, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj:
Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. CoRR abs/2305.07960 (2023) - [i16]Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Moncef Gabbouj:
Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery. CoRR abs/2312.10742 (2023) - 2022
- [j27]Muhammad Uzair Zahid
, Serkan Kiranyaz
, Turker Ince
, Ozer Can Devecioglu
, Muhammad Enamul Hoque Chowdhury
, Amith Khandakar
, Anas M. Tahir
, Moncef Gabbouj
:
Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. IEEE Trans. Biomed. Eng. 69(1): 119-128 (2022) - [j26]Junaid Malik
, Ozer Can Devecioglu
, Serkan Kiranyaz
, Turker Ince
, Moncef Gabbouj
:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. IEEE Trans. Biomed. Eng. 69(5): 1788-1801 (2022) - [j25]Serkan Kiranyaz
, Ozer Can Devecioglu
, Turker Ince
, Junaid Malik
, Muhammad Enamul Hoque Chowdhury
, Tahir Hamid
, Rashid Mazhar
, Amith Khandakar
, Anas Tahir, Tawsifur Rahman
, Moncef Gabbouj
:
Blind ECG Restoration by Operational Cycle-GANs. IEEE Trans. Biomed. Eng. 69(12): 3572-3581 (2022) - [c18]Levent Eren, Ozer Can Devecioglu, Turker Ince, Murat Askar:
Improved Detection of Broken Rotor Bars by 1-D Self-ONNs. IECON 2022: 1-5 - [c17]Turker Ince, Sertac Kilickaya
, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj
:
Improved Domain Adaptation Approach for Bearing Fault Diagnosis. IECON 2022: 1-6 - [i15]Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj:
Blind ECG Restoration by Operational Cycle-GANs. CoRR abs/2202.00589 (2022) - [i14]Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj:
Zero-Shot Motor Health Monitoring by Blind Domain Transition. CoRR abs/2212.06154 (2022) - [i13]Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Blind Restoration of Real-World Audio by 1D Operational GANs. CoRR abs/2212.14618 (2022) - 2021
- [j24]Turker Ince
, Junaid Malik
, Ozer Can Devecioglu
, Serkan Kiranyaz
, Onur Avci
, Levent Eren
, Moncef Gabbouj
:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. IEEE Access 9: 139260-139270 (2021) - [j23]Ozer Can Devecioglu
, Junaid Malik
, Turker Ince
, Serkan Kiranyaz
, Eray Atalay
, Moncef Gabbouj
:
Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. IEEE Access 9: 140031-140041 (2021) - [j22]Serkan Kiranyaz
, Junaid Malik
, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis
, Moncef Gabbouj
:
Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. 33(13): 7997-8015 (2021) - [j21]Serkan Kiranyaz
, Junaid Malik
, Habib Ben Abdallah
, Turker Ince, Alexandros Iosifidis
, Moncef Gabbouj
:
Self-organized Operational Neural Networks with Generative Neurons. Neural Networks 140: 294-308 (2021) - [i12]Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network. CoRR abs/2101.01666 (2021) - [i11]Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj:
Super Neurons. CoRR abs/2109.01594 (2021) - [i10]Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj:
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs. CoRR abs/2109.13604 (2021) - [i9]Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj:
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. CoRR abs/2109.14873 (2021) - [i8]Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. CoRR abs/2110.02215 (2021) - [i7]Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. CoRR abs/2110.02381 (2021) - 2020
- [j20]Serkan Kiranyaz
, Morteza Zabihi, Ali Bahrami Rad, Turker Ince, Ridha Hamila, Moncef Gabbouj
:
Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks. Neurocomputing 411: 291-301 (2020) - [j19]Serkan Kiranyaz
, Turker Ince, Alexandros Iosifidis
, Moncef Gabbouj
:
Operational neural networks. Neural Comput. Appl. 32(11): 6645-6668 (2020) - [i6]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Self-Organized Operational Neural Networks with Generative Neurons. CoRR abs/2004.11778 (2020) - [i5]Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity. CoRR abs/2009.08934 (2020) - [i4]Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks. CoRR abs/2011.05243 (2020)
2010 – 2019
- 2019
- [j18]Mete Ahishali
, Serkan Kiranyaz
, Turker Ince, Moncef Gabbouj
:
Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks. Remote. Sens. 11(11): 1340 (2019) - [j17]Levent Eren
, Turker Ince
, Serkan Kiranyaz
:
A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier. J. Signal Process. Syst. 91(2): 179-189 (2019) - [c16]Serkan Kiranyaz
, Turker Ince, Osama Abdeljaber, Onur Avci
, Moncef Gabbouj
:
1-D Convolutional Neural Networks for Signal Processing Applications. ICASSP 2019: 8360-8364 - [i3]Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj:
Operational Neural Networks. CoRR abs/1902.11106 (2019) - [i2]Junaid Malik, Serkan Kiranyaz, Suchithra Kunhoth, Turker Ince, Somaya Al-Máadeed, Ridha Hamila, Moncef Gabbouj:
Colorectal cancer diagnosis from histology images: A comparative study. CoRR abs/1903.11210 (2019) - [i1]Serkan Kiranyaz, Onur Avci, Osama Abdeljaber, Turker Ince, Moncef Gabbouj, Daniel J. Inman:
1D Convolutional Neural Networks and Applications: A Survey. CoRR abs/1905.03554 (2019) - 2017
- [j16]Johanna Ärje
, Salme Kärkkäinen, Kristian Meissner
, Alexandros Iosifidis
, Türker Ince
, Moncef Gabbouj
, Serkan Kiranyaz
:
The effect of automated taxa identification errors on biological indices. Expert Syst. Appl. 72: 108-120 (2017) - [j15]Serkan Kiranyaz
, Turker Ince
, Alexandros Iosifidis
, Moncef Gabbouj
:
Progressive Operational Perceptrons. Neurocomputing 224: 142-154 (2017) - [c15]Serkan Kiranyaz
, Turker Ince
, Alexandros Iosifidis
, Moncef Gabbouj
:
Generalized model of biological neural networks: Progressive operational perceptrons. IJCNN 2017: 2477-2485 - 2016
- [j14]Serkan Kiranyaz
, Turker Ince
, Moncef Gabbouj
:
Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks. IEEE Trans. Biomed. Eng. 63(3): 664-675 (2016) - [j13]Turker Ince
, Serkan Kiranyaz
, Levent Eren
, Murat Askar
, Moncef Gabbouj
:
Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks. IEEE Trans. Ind. Electron. 63(11): 7067-7075 (2016) - 2015
- [c14]Serkan Kiranyaz
, Turker Ince
, Ridha Hamila, Moncef Gabbouj
:
Convolutional Neural Networks for patient-specific ECG classification. EMBC 2015: 2608-2611 - 2014
- [b1]Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
:
Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition. Adaptation, learning, and optimization 15, Springer 2014, ISBN 978-3-642-37845-4, pp. I-XXVIII, 1-321 - [j12]Serkan Kiranyaz
, Turker Ince
, Morteza Zabihi
, Dilek Ince
:
Automated patient-specific classification of long-term Electroencephalography. J. Biomed. Informatics 49: 16-31 (2014) - 2013
- [c13]Türker Ince
, Arzu Vuruskan, Ender Bulgun, Cüneyt Güzelis:
Application of evolutionary algorithms to garment design. SIU 2013: 1-4 - 2012
- [j11]Turker Ince
, Serkan Kiranyaz
, Moncef Gabbouj
:
Evolutionary RBF classifier for polarimetric SAR images. Expert Syst. Appl. 39(5): 4710-4717 (2012) - [c12]Utku Yabas, Hakki C. Cankaya, Turker Ince
:
Customer Churn Prediction for Telecom Services. COMPSAC 2012: 358-359 - [c11]Serkan Kiranyaz
, Turker Ince
, Moncef Gabbouj
:
Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases. NDT (1) 2012: 382-398 - 2011
- [j10]Serkan Kiranyaz
, Turker Ince
, Moncef Gabbouj
:
Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide? Appl. Soft Comput. 11(2): 2334-2347 (2011) - [j9]Serkan Kiranyaz
, Turker Ince
, Jenni Pulkkinen
, Moncef Gabbouj
, Johanna Ärje
, Salme Kärkkäinen, Ville Tirronen, Martti Juhola, Tuomas Turpeinen, Kristian Meissner
:
Classification and retrieval on macroinvertebrate image databases. Comput. Biol. Medicine 41(7): 463-472 (2011) - [j8]Serkan Kiranyaz
, Turker Ince
, Jenni Pulkkinen
, Moncef Gabbouj
:
Personalized long-term ECG classification: A systematic approach. Expert Syst. Appl. 38(4): 3220-3226 (2011) - [c10]Serkan Kiranyaz
, Stefan Uhlmann, Jenni Pulkkinen
, Moncef Gabbouj
, Turker Ince
:
Collective network of evolutionary binary classifiers for content-based image retrieval. EAIS 2011: 147-154 - [c9]Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj:
SAR imagery classification in extended feature space by Collective Network of Binary Classifiers. EUSIPCO 2011: 1160-1164 - [c8]Stefan Uhlmann, Serkan Kiranyaz
, Moncef Gabbouj
, Turker Ince
:
Incremental evolution of collective network of binary classifier for polarimetric SAR image classification. ICIP 2011: 177-180 - [c7]Serkan Kiranyaz
, Jenni Pulkkinen
, Turker Ince
, Moncef Gabbouj
:
Multi-dimensional evolutionary feature synthesis for content-based image retrieval. ICIP 2011: 3645-3648 - [c6]Stefan Uhlmann, Serkan Kiranyaz
, Moncef Gabbouj
, Turker Ince
:
Polarimetric SAR images classification using collective network of binary classifiers. JURSE 2011: 245-248 - 2010
- [j7]Turker Ince
:
Unsupervised classification of polarimetric SAR image with dynamic clustering: An image processing approach. Adv. Eng. Softw. 41(4): 636-646 (2010) - [j6]Turker Ince
, Serkan Kiranyaz
, Jenni Pulkkinen
, Moncef Gabbouj
:
Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis. Expert Syst. Appl. 37(12): 8450-8461 (2010) - [j5]Serkan Kiranyaz
, Turker Ince
, Alper Yildirim, Moncef Gabbouj
:
Fractional Particle Swarm Optimization in Multidimensional Search Space. IEEE Trans. Syst. Man Cybern. Part B 40(2): 298-319 (2010) - [c5]Serkan Kiranyaz
, Turker Ince, Moncef Gabbouj
:
Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization. EvoApplications (1) 2010: 336-343 - [c4]Serkan Kiranyaz
, Moncef Gabbouj
, Jenni Pulkkinen
, Turker Ince
, Kristian Meissner
:
Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases. ICIP 2010: 2257-2260 - [c3]Turker Ince
, Serkan Kiranyaz
, Moncef Gabbouj
:
Classification of Polarimetric SAR Images Using Evolutionary RBF Networks. ICPR 2010: 4324-4327
2000 – 2009
- 2009
- [j4]Serkan Kiranyaz
, Stefan Uhlmann, Turker Ince
, Moncef Gabbouj
:
Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization. EURASIP J. Adv. Signal Process. 2009 (2009) - [j3]Serkan Kiranyaz
, Turker Ince
, Alper Yildirim, Moncef Gabbouj
:
Evolutionary artificial neural networks by multi-dimensional particle swarm optimization. Neural Networks 22(10): 1448-1462 (2009) - [j2]Yasar Guneri Sahin
, Turker Ince
:
Early Forest Fire Detection Using Radio-Acoustic Sounding System. Sensors 9(3): 1485-1498 (2009) - [j1]Turker Ince
, Serkan Kiranyaz
, Moncef Gabbouj
:
A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals. IEEE Trans. Biomed. Eng. 56(5): 1415-1426 (2009) - 2008
- [c2]Serkan Kiranyaz
, Turker Ince, Alper Yildirim, Moncef Gabbouj
:
Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization. ICPR 2008: 1-4 - 2007
- [c1]Turker Ince
:
Preliminary quantitative analysis of S-band FNCW radar data from atmospheric observation. IGARSS 2007: 2280-2283
Coauthor Index
aka: Muhammad Enamul Hoque Chowdhury
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last updated on 2024-08-22 20:52 CEST by the dblp team
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