Optimizing the performance of an MLP classifier for the automatic detection of epileptic spikes. - Yakup Kutlu; Mehmet Kuntalp; Damla Kuntalp (Expert Syst. Appl., 2009)

A multi-stage automatic arrhythmia recognition and classification system. - Yakup Kutlu; Damla Kuntalp (Comput. Biol. Medicine, 2011)

Diagnosis of congestive heart failure using poincare map plot. - Apdullah Yayik; Yakup Kutlu (SIU, 2012)

Feature extraction for ECG heartbeats using higher order statistics of WPD coefficients. - Yakup Kutlu; Damla Kuntalp (Comput. Methods Programs Biomed., 2012)

Improving Pseudo random number generator using artificial neural networks. - Apdullah Yayik; Yakup Kutlu (SIU, 2013)

Image analysis methods on fish recognition. - Bilal Iscimen; Yakup Kutlu; Asil Nadir Reyhaniye; Cemal Turan (SIU, 2014)

Topographic analysis and diagnosis of congestive heart failure using second-order difference plot. - Apdullah Yayik; Yakup Kutlu (SIU, 2014)

Webcam Based Real-Time Robust Optical Mark Recognition. - Huseyin Atasoy; Esen Yildirim; Yakup Kutlu; Kadir Tohma (ICONIP (2), 2015)

Orthogonal Extreme Learning Machine Based P300 Visual Event-Related BCI. - Yakup Kutlu; Apdullah Yayik; Esen Yildirim; Serdar Yildirim (ICONIP (2), 2015)

ECG based Human identification using Logspace Grid Analysis of Second Order Difference Plot. - Gokhan Altan; Yakup Kutlu (SIU, 2015)

Classification of fish species with two dorsal fins using centroid-contour distance. - Bilal Iscimen; Yakup Kutlu; Ali Uyan; Cemal Turan (SIU, 2015)

A new approach to early diagnosis of congestive heart failure disease by using Hilbert-Huang transform. - Gokhan Altan; Yakup Kutlu; Novruz Allahverdi (Comput. Methods Programs Biomed., 2016)

Brain computer interface based visual detection system. - Apdullah Yayik; Yakup Kutlu (SIU, 2017)

Grayscale Image Authentication using Neural Hashing. - Yakup Kutlu; Apdullah Yayik (CoRR, 2017)

Performance Evaluation of Mobile Base Station under different Network Sizes on Cluster-Based Wireless Sensor Networks. - Kadir Tohma; Ipek Abasikeles-Turgut; Cuma Celal Korkmaz; Yakup Kutlu (CoRR, 2017)

Deep learning with 3D-second order difference plot on respiratory sounds. - Gokhan Altan; Yakup Kutlu; Adnan Özhan Pekmezci; Serkan Nural (Biomed. Signal Process. Control., 2018)

ECG based human identification using Second Order Difference Plots. - Gokhan Altan; Yakup Kutlu; Mustafa Yeniad (Comput. Methods Programs Biomed., 2019)

Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction. - Apdullah Yayik; Yakup Kutlu; Gökhan Altan (CoRR, 2019)

On improving learning capability of ELM and an application to brain-computer interface. - Apdullah Yayik; Yakup Kutlu; Gökhan Altan (CoRR, 2019)

LU triangularization extreme learning machine in EEG cognitive task classification. - Yakup Kutlu; Apdullah Yayik; Esen Yildirim; Serdar Yildirim (Neural Comput. Appl., 2019)

Chronic obstructive pulmonary disease severity analysis using deep learning on multi-channel lung sounds. - Gökhan Altan; Yakup Kutlu; Ahmet Gökçen (Turkish J. Electr. Eng. Comput. Sci., 2020)

Deep Learning on Computerized Analysis of Chronic Obstructive Pulmonary Disease. - Gokhan Altan; Yakup Kutlu; Novruz Allahverdi (IEEE J. Biomed. Health Informatics, 2020)

Analysis of Filter Size Effect In Deep Learning. - Yunus Camgözlü; Yakup Kutlu (CoRR, 2021)

The Diagnosis of Asthma using Hilbert-Huang Transform and Deep Learning on Lung Sounds. - Gökhan Altan; Yakup Kutlu; Adnan Özhan Pekmezci; Serkan Nural (CoRR, 2021)

Effect of Deep Learning Feature Inference Techniques on Respiratory Sounds. - Osman Balli; Yakup Kutlu (CoRR, 2021)

Turkish Voice Commands based Chess Game using Gammatone Cepstral Coefficients. - Gizem Karaca; Yakup Kutlu (CoRR, 2021)

Effect of Window Size for Detection of Abnormalities in Respiratory Sounds. - Osman Balli; Yakup Kutlu (CoRR, 2021)

Analysis of Relation between Motor Activity and Imaginary EEG Records. - Enver Kaan Alpturk; Yakup Kutlu (CoRR, 2021)

Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis. - Gokhan Altan; Yakup Kutlu (CoRR, 2021)

Superiorities of Deep Extreme Learning Machines against Convolutional Neural Networks. - Gokhan Altan; Yakup Kutlu (CoRR, 2021)

Multimedia Respiratory Database (RespiratoryDatabase@TR): Auscultation Sounds and Chest X-rays. - Gokhan Altan; Yakup Kutlu; Yusuf Garbi; Adnan Özhan Pekmezci; Serkan Nural (CoRR, 2021)

Online LDA based brain-computer interface system to aid disabled people. - Apdullah Yayik; Yakup Kutlu (CoRR, 2021)

Challenges Encountered in Turkish Natural Language Processing Studies. - Kadir Tohma; Yakup Kutlu (CoRR, 2021)

Raspberry Pi Based Intelligent Robot that Recognizes and Places Puzzle Objects. - Yakup Kutlu; Zülfü Alanoglu; Ahmet Gökçen; Mustafa Yeniad (CoRR, 2021)

Android Controlled Mobile Robot Design with IP Camera. - Emre Demir; Ahmet Gökçen; Yakup Kutlu (CoRR, 2021)

Deep Learning with ConvNet Predicts Imagery Tasks Through EEG. - Gokhan Altan; Apdullah Yayik; Yakup Kutlu (Neural Process. Lett., 2021)

Sentiment Analysis in Turkish Question Answering Systems: An Application of Human-Robot Interaction. - Kadir Tohma; Halil Ibrahim Okur; Yakup Kutlu; Ahmet Sertbas (IEEE Access, 2023)

Turkish Question answering sentiment dataset (SCD). - Kadir Tohma; Yakup Kutlu; Halil Ibrahim Okur (IEEE DataPort, 2023)

CNNFET: Convolutional neural network feature Extraction Tools. - Huseyin Atasoy; Yakup Kutlu (SoftwareX, 2025)