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Books and Theses
- 2018
[b1]Mehmet Baygin:
Görme tabanlı kalite kontrol için yüksek performanslı endüstriyel kamera ve akıllı tanıma sisteminin geliştirilmesi (Development of high performance industrial camera and intelligent recognition system for vision-based quality control). Fırat University, Turkey, 2018
Journal Articles
- 2024
- [j52]Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Elizabeth Emma Palmer, Sonja March, Edward J. Ciaccio, Ru San Tan
, U. Rajendra Acharya:
FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech. Comput. Biol. Medicine 173: 108280 (2024) - [j51]Mehmet Baygin, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Jen Hong Tan, Sonja March, Ru San Tan, Filippo Molinari, U. Rajendra Acharya:
Automated anxiety detection using probabilistic binary pattern with ECG signals. Comput. Methods Programs Biomed. 247: 108076 (2024) - [j50]Mehmet Kiliç, Prabal Datta Barua, Tugce Keles, Arif Metehan Yildiz, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Mutlu Kuluozturk, Ru San Tan, U. Rajendra Acharya:
GCLP: An automated asthma detection model based on global chaotic logistic pattern using cough sounds. Eng. Appl. Artif. Intell. 127(Part A): 107184 (2024) - [j49]Sinan Tatli, Gulay Macin, Irem Tasci, Burak Tasci, Prabal Datta Barua, Mehmet Baygin, Turker Tuncer, Sengul Dogan, Edward J. Ciaccio, U. Rajendra Acharya:
Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system. Expert Syst. Appl. 236: 121314 (2024) - [j48]Suat Gokhan Ozkaya, Mehmet Baygin, Prabal Datta Barua, Turker Tuncer, Sengul Dogan, Subrata Chakraborty, U. Rajendra Acharya:
An automated earthquake classification model based on a new butterfly pattern using seismic signals. Expert Syst. Appl. 238(Part E): 122079 (2024) - [j47]Mehmet Erten, Emrah Aydemir, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, Abdul Hafeez-Baig, U. Rajendra Acharya:
Novel tiny textural motif pattern-based RNA virus protein sequence classification model. Expert Syst. Appl. 242: 122781 (2024) - [j46]Serkan Kirik, Irem Tasci, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Turker Tuncer, Aruna Devi, Ru San Tan, U. Rajendra Acharya:
DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals. Knowl. Based Syst. 300: 112150 (2024) - [j45]Prabal Datta Barua, Turker Tuncer, Mehmet Baygin, Sengul Dogan, U. Rajendra Acharya:
N-BodyPat: Investigation on the dementia and Alzheimer's disorder detection using EEG signals. Knowl. Based Syst. 304: 112510 (2024) - [j44]Turker Tuncer, Sengul Dogan, Mehmet Baygin, Irem Tasci, Bulent Mungen, Burak Tasci, Prabal Datta Barua, U. Rajendra Acharya:
Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification. Knowl. Based Syst. 305: 112555 (2024) - [j43]Prabal Datta Barua, Serkan Kirik, Sengul Dogan, Canan Koc, Fatih Özkaynak, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images. Multim. Tools Appl. 83(13): 39823-39840 (2024) - [j42]Fahrettin Burak Demir, Mehmet Baygin, Ilknur Tuncer, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Chui Ping Ooi, Edward J. Ciaccio, U. Rajendra Acharya:
MNPDenseNet: Automated Monkeypox Detection Using Multiple Nested Patch Division and Pretrained DenseNet201. Multim. Tools Appl. 83(30): 75061-75083 (2024) - [j41]Prabal Datta Barua, Tugce Keles, Mutlu Kuluozturk, Mehmet Ali Kobat, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough sounds. Neural Comput. Appl. 36(27): 16857-16871 (2024) - 2023
- [j40]Prabal Datta Barua, Makiko Kobayashi, Masayuki Tanabe, Mehmet Baygin, Jose Kunnel Paul, Thomas Iype, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal. IEEE Access 11: 101359-101372 (2023) - [j39]Tarik Kivrak, Jagadish Nayak, Mehmet Ali Gelen, Prabal Datta Barua, Mehmet Baygin, Hilal Erken Pamukcu, Sengul Dogan, Turker Tuncer, U. Rajendra Acharya:
EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images. IEEE Access 11: 142711-142724 (2023) - [j38]Suat Gokhan Ozkaya, Nursena Baygin, Prabal Datta Barua, Arvind R. Singh, Mohit Bajaj, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Most complicated lock pattern-based seismological signal framework for automated earthquake detection. Int. J. Appl. Earth Obs. Geoinformation 118: 103297 (2023) - [j37]Burak Tasci, Madhav R. Acharya, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Samir Brahim Belhaouari:
InCR: Inception and concatenation residual block-based deep learning network for damaged building detection using remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 123: 103483 (2023) - [j36]Prabal Datta Barua, Tugce Keles, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Hamido Fujita, Ru San Tan, Chui Ping Ooi, U. Rajendra Acharya:
Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database. Biomed. Signal Process. Control. 79(Part): 104055 (2023) - [j35]Serkan Kirik, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Caner Feyzi Demir, Tugce Keles, Arif Metehan Yildiz, Nursena Baygin, Ilknur Tuncer, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
FGPat18: Feynman graph pattern-based language detection model using EEG signals. Biomed. Signal Process. Control. 85: 104927 (2023) - [j34]Tugce Keles, Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Caner Feyzi Demir, Edward J. Ciaccio, U. Rajendra Acharya:
A new one-dimensional testosterone pattern-based EEG sentence classification method. Eng. Appl. Artif. Intell. 119: 105722 (2023) - [j33]Prabal Datta Barua, Arif Metehan Yildiz, Nida Canpolat, Tugce Keles, Sengul Dogan, Mehmet Baygin, Ilknur Tuncer, Turker Tuncer, Ru San Tan, Hamido Fujita, U. Rajendra Acharya:
An accurate automated speaker counting architecture based on James Webb Pattern. Eng. Appl. Artif. Intell. 119: 105821 (2023) - [j32]Ihsan Topaloglu, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Sengul Dogan, Mehmet Baygin, Huseyin Fatih Gul, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds. Eng. Appl. Artif. Intell. 126: 106887 (2023) - [j31]Arif Metehan Yildiz, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Chui Ping Ooi, Hamido Fujita, U. Rajendra Acharya:
A novel tree pattern-based violence detection model using audio signals. Expert Syst. Appl. 224: 120031 (2023) - [j30]Nursena Baygin, Emrah Aydemir, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals. Expert Syst. Appl. 227: 120306 (2023) - [j29]Kenan Erdem, Mehmet Ali Kobat, Mehmet Nail Bilen, Yunus Balik, Sevim Alkan, Feyzanur Cavlak, Ahmet Kursad Poyraz, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Mehmet Erten, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Hybrid-Patch-Alex: A new patch division and deep feature extraction-based image classification model to detect COVID-19, heart failure, and other lung conditions using medical images. Int. J. Imaging Syst. Technol. 33(4): 1144-1159 (2023) - [j28]Suat Kamil Sut, Mustafa Koc, Gokhan Zorlu, Ihsan Serhatlioglu, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images. J. Digit. Imaging 36(3): 879-892 (2023) - [j27]Taha Müezzinoglu, Nursena Baygin, Ilknur Tuncer, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Kang Hao Cheong, U. Rajendra Acharya:
PatchResNet: Multiple Patch Division-Based Deep Feature Fusion Framework for Brain Tumor Classification Using MRI Images. J. Digit. Imaging 36(3): 973-987 (2023) - [j26]Ela Kaplan, Wai-Yee Chan, Hasan Baki Altinsoy, Mehmet Baygin, Prabal Datta Barua, Subrata Chakraborty, Sengul Dogan, Turker Tuncer, U. Rajendra Acharya:
PFP-HOG: Pyramid and Fixed-Size Patch-Based HOG Technique for Automated Brain Abnormality Classification with MRI. J. Digit. Imaging 36(6): 2441-2460 (2023) - [j25]Gulay Tasci, Hui Wen Loh, Prabal Datta Barua, Mehmet Baygin, Burak Tasci, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Ru San Tan, U. Rajendra Acharya:
Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals. Knowl. Based Syst. 260: 110190 (2023) - [j24]Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya:
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals. Int. J. Mach. Learn. Cybern. 14(5): 1651-1668 (2023) - [j23]Sengul Dogan, Ilknur Tuncer, Mehmet Baygin, Turker Tuncer:
A new hand-modeled learning framework for driving fatigue detection using EEG signals. Neural Comput. Appl. 35(20): 14837-14854 (2023) - [j22]Mehmet Erten, Prabal Datta Barua, Ilknur Tuncer, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru San Tan, U. Rajendra Acharya:
Swin-LBP: a competitive feature engineering model for urine sediment classification. Neural Comput. Appl. 35(29): 21621-21632 (2023) - [j21]Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Prabal Datta Barua, Turker Tuncer, Kang Hao Cheong, U. Rajendra Acharya:
Automated facial expression recognition using exemplar hybrid deep feature generation technique. Soft Comput. 27(13): 8721-8737 (2023) - 2022
- [j20]Turker Tuncer, Sengul Dogan, Mehmet Baygin, U. Rajendra Acharya:
Tetromino pattern based accurate EEG emotion classification model. Artif. Intell. Medicine 123: 102210 (2022) - [j19]Mehmet Baygin, Orhan Yaman, Prabal Datta Barua, Sengül Dogan, Turker Tuncer, U. Rajendra Acharya:
Exemplar Darknet19 feature generation technique for automated kidney stone detection with coronal CT images. Artif. Intell. Medicine 127: 102274 (2022) - [j18]Sukru Demir, Sefa Key, Mehmet Baygin, Turker Tuncer, Sengül Dogan, Samir Brahim Belhaouari, Ahmet Kursad Poyraz, Murat Gurger:
Automated knee ligament injuries classification method based on exemplar pyramid local binary pattern feature extraction and hybrid iterative feature selection. Biomed. Signal Process. Control. 71(Part): 103191 (2022) - [j17]Prabal Datta Barua, Mehdi Karasu, Mehmet Ali Kobat, Yunus Balik, Tarik Kivrak, Mehmet Baygin, Sengül Dogan, Fahrettin Burak Demir, Türker Tuncer, Ru San Tan, U. Rajendra Acharya:
An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds. Comput. Biol. Medicine 146: 105599 (2022) - [j16]Ela Kaplan, Erman Altunisik, Yasemin Ekmekyapar Firat, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Fahrettin Burak Demir, Turker Tuncer, Elizabeth Emma Palmer, Ru San Tan, Ping Yu, Jeffrey Soar, Hamido Fujita, U. Rajendra Acharya:
Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images. Comput. Methods Programs Biomed. 224: 107030 (2022) - [j15]Mehmet Baygin, Orhan Yaman, Nursena Baygin, Mehmet Karaköse:
A blockchain-based approach to smart cargo transportation using UHF RFID. Expert Syst. Appl. 188: 116030 (2022) - [j14]Sengul Dogan, Prabal Datta Barua, Hüseyin Kutlu, Mehmet Baygin, Hamido Fujita, Turker Tuncer, U. Rajendra Acharya:
Automated accurate fire detection system using ensemble pretrained residual network. Expert Syst. Appl. 203: 117407 (2022) - [j13]Sefa Key, Mehmet Baygin, Sukru Demir, Sengül Dogan, Turker Tuncer:
Meniscal Tear and ACL Injury Detection Model Based on AlexNet and Iterative ReliefF. J. Digit. Imaging 35(2): 200-212 (2022) - [j12]Mustafa Koc, Suat Kamil Sut, Ihsan Serhatlioglu, Mehmet Baygin, Türker Tuncer:
Automatic prostate cancer detection model based on ensemble VGGNet feature generation and NCA feature selection using magnetic resonance images. Multim. Tools Appl. 81(5): 7125-7144 (2022) - [j11]Mehmet Baygin, Prabal Datta Barua, Sengül Dogan, Türker Tuncer, Sefa Key, U. Rajendra Acharya, Kang Hao Cheong:
A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal. Sensors 22(5): 2007 (2022) - 2021
- [j10]Mehmet Baygin:
An accurate automated schizophrenia detection using TQWT and statistical moment based feature extraction. Biomed. Signal Process. Control. 68: 102777 (2021) - [j9]Mehmet Baygin, Orhan Yaman, Türker Tuncer, Sengül Dogan, Prabal Datta Barua, U. Rajendra Acharya:
Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals. Biomed. Signal Process. Control. 70: 102936 (2021) - [j8]Mehmet Baygin, Sengül Dogan, Türker Tuncer, Prabal Datta Barua, Oliver Faust, Arunkumar N., Enas W. Abdulhay, Elizabeth Emma Palmer, U. Rajendra Acharya:
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals. Comput. Biol. Medicine 134: 104548 (2021) - [j7]Ela Kaplan, Sengül Dogan, Türker Tuncer, Mehmet Baygin, Erman Altunisik:
Feed-forward LPQNet based Automatic Alzheimer's Disease Detection Model. Comput. Biol. Medicine 137: 104828 (2021) - [j6]Prabal Datta Barua, Sengül Dogan, Türker Tuncer, Mehmet Baygin, U. Rajendra Acharya:
Novel automated PD detection system using aspirin pattern with EEG signals. Comput. Biol. Medicine 137: 104841 (2021) - [j5]Abdullah Dogan, Merve Akay, Prabal Datta Barua, Mehmet Baygin, Sengül Dogan, Türker Tuncer, Ali Hikmet Dogru, U. Rajendra Acharya:
PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition. Comput. Biol. Medicine 138: 104867 (2021) - [j4]Prabal Datta Barua, Wai-Yee Chan, Sengül Dogan, Mehmet Baygin, Türker Tuncer, Edward J. Ciaccio, Nazrul Islam, Kang Hao Cheong, Zakia Sultana Shahid, U. Rajendra Acharya:
Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images. Entropy 23(12): 1651 (2021) - [j3]Mehmet Baygin, Türker Tuncer, Sengül Dogan, Ru San Tan, U. Rajendra Acharya:
Automated arrhythmia detection with homeomorphically irreducible tree technique using more than 10, 000 individual subject ECG records. Inf. Sci. 575: 323-337 (2021) - 2018
- [j2]Mehmet Karaköse, Mehmet Baygin, Koray Sener Parlak, Nursena Baygin, Erhan Akin:
A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays. J. Inf. Sci. Eng. 34(5): 1307-1328 (2018) - 2016
- [j1]Mehmet Karaköse, Mehmet Baygin, Kagan Murat, Nursena Baygin, Erhan Akin:
Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays. Int. J. Comput. Intell. Syst. 9(2): 202-212 (2016)
Conference and Workshop Papers
- 2016
- [c5]Mehmet Baygin, Hasan Yetis, Mehmet Karaköse, Erhan Akin:
An effect analysis of industry 4.0 to higher education. ITHET 2016: 1-4 - [c4]Hasan Yetis, Mehmet Baygin, Mehmet Karaköse:
An investigation for benefits of cyber-physical systems in higher education courses. ITHET 2016: 1-5 - 2014
- [c3]Mehmet Karaköse, Mehmet Baygin, Nursena Baygin, Kagan Murat, Erhan Akin:
An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays. INISTA 2014: 356-360 - [c2]Mehmet Karaköse, Mehmet Baygin, Nursena Baygin:
An analysis approach for optimization based reconfiguration in photovoltaic arrays. ISIE 2014: 954-959 - 2012
- [c1]Mehmet Baygin, Mehmet Karaköse:
Real time voice recognition based smart home application. SIU 2012: 1-4
Informal and Other Publications
- 2023
- [i3]Turker Tuncer, Sengul Dogan, Mehmet Baygin, Prabal Datta Barua, Abdul Hafeez-Baig, Ru San Tan, Subrata Chakraborty, U. Rajendra Acharya:
Solving the multiplication problem of a large language model system using a graph-based method. CoRR abs/2310.13016 (2023) - 2022
- [i2]Mehmet Baygin, Türker Tuncer, Sengül Dogan:
New pyramidal hybrid textural and deep features based automatic skin cancer classification model: Ensemble DarkNet and textural feature extractor. CoRR abs/2203.15090 (2022) - 2018
- [i1]Mehmet Baygin, Mehmet Karaköse, Alisan Sarimaden, Erhan Akin:
An Image Processing based Object Counting Approach for Machine Vision Application. CoRR abs/1802.05911 (2018)
Coauthor Index
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