Nizamettin Aydin

84 papers A 1B 1C 8Misc 1Journal 38Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comprehensive approach for high intensity blood flow signal classification using multi-scale spectrogram fusion and tunable Q-factor wavelet analysis. Biomed. Signal Process. Control. Berke Cansiz, M. Ikbal Karadeli, Nizamettin Aydin, Gorkem Serbes
2025	J	`jnl`	A mixture of attention experts-embedded flow-based generative model to create synthetic cells in single-cell RNA-Seq datasets. PLoS Comput. Biol. Sultan Sevgi Turgut Ögme, Nizamettin Aydin, Zeyneb Kurt
2025	J	`jnl`	Deep Learning Approaches in the Effects of Recession and FOMC Minutes on Oil Prices. IEEE Access Ahmet Karabas, Nizamettin Aydin
2025	J	`jnl`	Enhanced Embolic Signal Analysis through Ensemble Deep Learning Techniques Utilizing Transfer Learning and Layer Freezing Strategies. Adv. Intell. Syst. M. Ikbal Karadeli, Berke Cansiz, Nizamettin Aydin, Gorkem Serbes
2025	J	`jnl`	Gated Attention-Augmented Double U-Net for White Blood Cell Segmentation. J. Imaging Ilyes Benaissa, Athmane Zitouni, Salim Sbaa, Nizamettin Aydin, Ahmed Chaouki Megherbi, Abdellah Zakaria Sellam, Abdelmalik Taleb-Ahmed, Cosimo Distante
2025	J	`jnl`	Hi-LabSpermTracking: A Novel and High-Quality Sperm Tracking Dataset with an Advanced Ensemble Detection and Tracking Approach for Real-World Clinical Scenarios. Adv. Intell. Syst. Abdulsamet Aktas, Gorkem Serbes, Hakki Uzun, Merve Huner Yigit, Nizamettin Aydin, Hamza Osman Ilhan
2024	J	`jnl`	Development of a Hybrid Recommendation System for NFTs Using Deep Learning Techniques. IEEE Access Durmus Aydogdu, Nizamettin Aydin
2024	J	`jnl`	Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset With Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis. IEEE Access Abdulsamet Aktas, Gorkem Serbes, Merve Huner Yigit, Nizamettin Aydin, Hakki Uzun, Hamza Osman Ilhan
2023	J	`jnl`	Detection of sperm cells by single-stage and two-stage deep object detectors. Biomed. Signal Process. Control. Mecit Yüzkat, Hamza Osman Ilhan, Nizamettin Aydin
2023	J	`jnl`	Wavelet Scattering Transform based Doppler signal classification. Comput. Biol. Medicine Ab Waheed Lone, Nizamettin Aydin
2022	J	`jnl`	Decision and feature level fusion of deep features extracted from public COVID-19 data-sets. Appl. Intell. Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2022	J	`jnl`	Design and implementation of a low cost and portable tactile stimulator. Turkish J. Electr. Eng. Comput. Sci. Coskun Kazma, Vecdi Emre Levent, Merve Çardak, Nizamettin Aydin
2022	J	`jnl`	Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers. Biomed. Signal Process. Control. Betul Erdogdu Sakar, Gorkem Serbes, Nizamettin Aydin
2022	J	`jnl`	Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases. Comput. Biol. Chem. Sajjad Nematzadeh, Farzad Kiani, Mahsa Torkamanian-Afshar, Nizamettin Aydin
2021	J	`jnl`	High-throughput analysis of the interactions between viral proteins and host cell RNAs. Comput. Biol. Medicine Hossein Lanjanian, Sajjad Nematzadeh, Shadi Hosseini, Mahsa Torkamanian-Afshar, Farzad Kiani, Maryam Moazzam-Jazi, Nizamettin Aydin, Ali Masoudi-Nejad
2021	J	`jnl`	Multi-model CNN fusion for sperm morphology analysis. Comput. Biol. Medicine Mecit Yüzkat, Hamza Osman Ilhan, Nizamettin Aydin
2021	J	`jnl`	Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach. Expert Syst. Appl. Hamza Osman Ilhan, Mecit Yüzkat, Nizamettin Aydin
2020	J	`jnl`	A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods. Medical Biol. Eng. Comput. Hamza Osman Ilhan, Ibrahim Onur Sigirci, Gorkem Serbes, Nizamettin Aydin
2020	J	`jnl`	Automated sperm morphology analysis approach using a directional masking technique. Comput. Biol. Medicine Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2020	J	`jnl`	Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets. CoRR Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2020	J	`jnl`	Smartphone based sperm counting - an alternative way to the visual assessment technique in sperm concentration analysis. Multim. Tools Appl. Hamza Osman Ilhan, Nizamettin Aydin
2019	—	`conf`	Design and Development of a New Tactile Stimulator. AHS Coskun Kazma, Vecdi Emre Levent, Nizamettin Aydin
2019	J	`jnl`	The implementation of optimization methods for contrast enhancement. Comput. Syst. Sci. Eng. Ahmet Elbir, Hamza Osman Ilhan, Nizamettin Aydin
2018	J	`jnl`	A novel data acquisition and analyzing approach to spermiogram tests. Biomed. Signal Process. Control. Hamza Osman Ilhan, Nizamettin Aydin
2018	—	`conf`	Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. TSP Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2018	J	`jnl`	Markovian encoding models in human splice site recognition using SVM. Comput. Biol. Chem. Elham Pashaei, Nizamettin Aydin
2018	—	`conf`	The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images. TSP Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
2017	J	`jnl`	Binary black hole algorithm for feature selection and classification on biological data. Appl. Soft Comput. Elnaz Pashaei, Nizamettin Aydin
2017	—	`conf`	Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. SIU Gorkem Serbes, Nizamettin Aydin
2016	—	`conf`	A novel method for splice sites prediction using sequence component and hidden Markov model. EMBC Elham Pashaei, Alper Yilmaz, Mustafa Ozen, Nizamettin Aydin
2016	—	`conf`	Analysis of embolic signals with directional dual tree rational dilation wavelet transform. EMBC Gorkem Serbes, Nizamettin Aydin
2016	—	`conf`	Biomarker discovery based on BBHA and AdaboostM1 on microarray data for cancer classification. EMBC Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
2016	J	`jnl`	Directional dual-tree complex wavelet packet transforms for processing quadrature signals. Medical Biol. Eng. Comput. Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
2016	—	`conf`	Gene selection and classification approach for microarray data based on Random Forest Ranking and BBHA. BHI Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
2016	B	`conf`	Prediction of splice site using AdaBoost with a new sequence encoding approach. SMC Elham Pashaei, Alper Yilmaz, Mustafa Ozen, Nizamettin Aydin
2016	—	`conf`	Splice sites prediction of human genome using AdaBoost. BHI Elham Pashaei, Mustafa Ozen, Nizamettin Aydin
2015	C	`conf`	A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform. BIBE Gorkem Serbes, Betul Erdogdu Sakar, Nizamettin Aydin
2015	C	`conf`	A novel gene selection algorithm for cancer identification based on random forest and particle swarm optimization. CIBCB Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
2015	C	`conf`	An application of black hole algorithm and decision tree for medical problem. BIBE Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
2015	C	`conf`	An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays. BIBE Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, H. Fatih Ugurdag, Sezer Gören, Nizamettin Aydin
2015	J	`jnl`	An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning. Appl. Soft Comput. Gorkem Serbes, Betul Erdogdu Sakar, Halil Özcan Gülçür, Nizamettin Aydin
2015	J	`jnl`	CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences. Adv. Bioinformatics Charalambos Chrysostomou, Huseyin Seker, Nizamettin Aydin
2015	—	`conf`	Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform. EMBC Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, Sezer Gören, Nizamettin Aydin
2015	—	`conf`	Improving medical diagnosis reliability using Boosted C5.0 decision tree empowered by Particle Swarm Optimization. EMBC Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
2014	J	`jnl`	A comprehensive comparison of association estimators for gene network inference algorithms. Bioinform. Zeyneb Kurt, Nizamettin Aydin, Gökmen Altay
2014	J	`jnl`	Combining multiple views: Case studies on protein and arrhythmia features. Eng. Appl. Artif. Intell. Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen, Nizamettin Aydin, Oleg V. Favorov
2014	J	`jnl`	Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals. Medical Biol. Eng. Comput. Gorkem Serbes, Nizamettin Aydin
2014	—	`conf`	Directional dual-tree rational-dilation complex wavelet transform. EMBC Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
2014	—	`conf`	Symmetrical directional dual-tree complex wavelet packet transform. EMBC Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
2013	—	`conf`	Directional dual-tree complex wavelet packet transform. EMBC Gorkem Serbes, Nizamettin Aydin, Halil Özcan Gülçür
2013	—	`conf`	Embolic Doppler ultrasound signal detection via fractional Fourier transform. EMBC Merve Gençer, Gokhan Bilgin, Nizamettin Aydin
2013	C	`conf`	Impacts of the different spline orders on the B-spline association estimator. BIBE Zeyneb Kurt, Nizamettin Aydin, Gokmen Altay
2013	J	`jnl`	Pulmonary crackle detection using time-frequency and time-scale analysis. Digit. Signal Process. Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2012	—	`conf`	Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform. BHI Gorkem Serbes, Nizamettin Aydin
2012	—	`conf`	Extracellular spike detection with resonance based signal decomposition. SIU Gorkem Serbes, Mehmet Kocaturk, Halil Özcan Gülçür, Nizamettin Aydin
2012	—	`conf`	Pulmonary crackle detection using time-frequency analysis. SIU Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2012	—	`conf`	Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction. BHI Zeliha Gormez, Olcay Kursun, Ahmet Sertbas, Nizamettin Aydin, Huseyin Seker
2011	—	`conf`	Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm. ICHIT (1) Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2011	—	`conf`	Effects of windowing and zero-padding on Complex Resonant Recognition Model for protein sequence analysis. EMBC Charalambos Chrysostomou, Huseyin Seker, Nizamettin Aydin
2011	—	`conf`	Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection. EMBC Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
2011	—	`conf`	Investigation into the Effects of an Individual Amino Acid on Protein Function by Means of a Resonant Recognition Model. ICHIT (1) Charalambos Chrysostomou, Huseyin Seker, Nizamettin Aydin
2011	J	`jnl`	Modified dual tree complex wavelet transform for processing quadrature signals. Biomed. Signal Process. Control. Gorkem Serbes, Nizamettin Aydin
2011	—	`conf`	Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals. EMBC Gorkem Serbes, Nizamettin Aydin
2008	—	`conf`	Network Intrusion Detection by Using Cellular Neural Network with Tabu Search. BLISS Zhongxue Yang, Adem Karahoca, Ning Yang, Nizamettin Aydin
2007	—	`conf`	A Threshold Free Clustering Algorithm for Robust Unsupervised Classification. BLISS Turgay Temel, Nizamettin Aydin
2007	—	`conf`	A novel information-theoretic clustering algorithm for robust, unsupervised classification. ISSPA Turgay Temel, Nizamettin Aydin
2007	—	`conf`	Analysis and Optimization of a Wireless Communication System for an Ingestable Sensor Microsystem. FBIT Nizamettin Aydin, Tughrul Arslan
2007	—	`conf`	DWT Based Adaptive Threshold Determination in Embolic Signal Detection. AHS Nizamettin Aydin
2007	—	`conf`	Data Mining Usage in Emboli Detection. BLISS Adem Karahoca, Turkalp Kucur, Nizamettin Aydin
2007	—	`conf`	GSM Churn Management Using an Adaptive Neuro-Fuzzy Inference System. IPC Adem Karahoca, Dilek Karahoca, Nizamettin Aydin
2007	J	`jnl`	Kaleidomaps: a new technique for the visualization of multivariate time-series data. Inf. Vis. Kim Bale, Paul Chapman, Nick E. Barraclough, Jon Purdy, Nizamettin Aydin, Paul Dark
2006	C	`conf`	A sensor system on chip for wireless microsystems. ISCAS Lei Wang, Nizamettin Aydin, A. Astaras, Mansour Ahmadian, Paul A. Hammond, T. B. Tang, Erik A. Johannessen, Tughrul Arslan, Steve P. Beaumont, Brian W. Flynn, Alan F. Murray, Jonathan M. Cooper, David R. S. Cumming
2006	—	`ed.`	First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 15-18 June 2006, Istanbul, Turkey AHS Adrian Stoica, Tughrul Arslan, Martin Suess, Senay Yalçin, Didier Keymeulen, Tetsuya Higuchi, Ricardo Salem Zebulum, Nizamettin Aydin
2006	—	`conf`	Kaleidomap Visualizations of Cardiovascular Function in Critical Care Medicine. MediVis Kim Bale, Paul Chapman, Jon Purdy, Nizamettin Aydin, Paul Dark
2006	—	`conf`	Power Driven Reconfigurable Complex Continuous Wavelet Transform. AHS Nizamettin Aydin, Tughrul Arslan
2005	J	`jnl`	A direct-sequence spread-spectrum communication system for integrated sensor microsystems. IEEE Trans. Inf. Technol. Biomed. Nizamettin Aydin, Tughrul Arslan, David R. S. Cumming
2004	C	`conf`	A Novel Signed Higher-Radix Full-Adder Algorithm and Implementation with Current-Mode Multi-Valued Logic Circuits. DSD Turgay Temel, Avni Morgül, Nizamettin Aydin
2004	A	`conf`	Efficient Implementations of Mobile Video Computations on Domain-Specific Reconfigurable Arrays. DATE Sami Khawam, Sajid Baloch, Arjun Pai, Imran Ahmed, Nizamettin Aydin, Tughrul Arslan, Fred Westall
2004	J	`jnl`	Embolic Doppler Ultrasound Signal Detection Using Discrete Wavelet Transform. IEEE Trans. Inf. Technol. Biomed. Nizamettin Aydin, Farrokh Marvasti, Hugh S. Markus
2003	C	`conf`	Power/Area Analysis and Optimization of a DS-SS receiver for an Integrated Sensor Microsystem. DSD Nizamettin Aydin, Tughrul Arslan, David R. S. Cumming
2001	J	`jnl`	Compensatory fuzzy neural networks-based intelligent detection of abnormal neonatal cerebral Doppler ultrasound waveforms. IEEE Trans. Inf. Technol. Biomed. Huseyin Seker, David H. Evans, Nizamettin Aydin, Ertugrul Yazgan
2001	Misc	`conf`	Detection and estimation of embolic Doppler signals using discrete wavelet transform. ICASSP Nizamettin Aydin, Hugh S. Markus, Farokh Marvasti
2000	J	`jnl`	Directional wavelet transform in the context of complex quadrature Doppler signals. IEEE Signal Process. Lett. Nizamettin Aydin, Hugh S. Markus
1999	—	`conf`	Detection of embolic signals using wavelet transform. NSIP Nizamettin Aydin, Hugh S. Markus