Nizamettin Aydin

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 28

Top Topics

Wavelet Transform

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Medical Biol. Eng. Comput.

Publications

Ab Waheed Lone, Nizamettin Aydin
Wavelet Scattering Transform based Doppler signal classification. Comput. Biol. Medicine 167 (2023)
Mecit Yüzkat, Hamza Osman Ilhan, Nizamettin Aydin
Detection of sperm cells by single-stage and two-stage deep object detectors. Biomed. Signal Process. Control. 83 (2023)
Coskun Kazma, Vecdi Emre Levent, Merve Çardak, Nizamettin Aydin
Design and implementation of a low cost and portable tactile stimulator. Turkish J. Electr. Eng. Comput. Sci. 30 (6) (2022)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
Decision and feature level fusion of deep features extracted from public COVID-19 data-sets. Appl. Intell. 52 (8) (2022)
Sajjad Nematzadeh, Farzad Kiani, Mahsa Torkamanian-Afshar, Nizamettin Aydin
Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases. Comput. Biol. Chem. 97 (2022)
Betul Erdogdu Sakar, Gorkem Serbes, Nizamettin Aydin
Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers. Biomed. Signal Process. Control. 71 (Part) (2022)
Hossein Lanjanian, Sajjad Nematzadeh, Shadi Hosseini, Mahsa Torkamanian-Afshar, Farzad Kiani, Maryam Moazzam-Jazi, Nizamettin Aydin, Ali Masoudi-Nejad
High-throughput analysis of the interactions between viral proteins and host cell RNAs. Comput. Biol. Medicine 135 (2021)
Mecit Yüzkat, Hamza Osman Ilhan, Nizamettin Aydin
Multi-model CNN fusion for sperm morphology analysis. Comput. Biol. Medicine 137 (2021)
Hamza Osman Ilhan, Mecit Yüzkat, Nizamettin Aydin
Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach. Expert Syst. Appl. 186 (2021)
Hamza Osman Ilhan, Nizamettin Aydin
Smartphone based sperm counting - an alternative way to the visual assessment technique in sperm concentration analysis. Multim. Tools Appl. 79 (9-10) (2020)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets. CoRR (2020)
Hamza Osman Ilhan, Ibrahim Onur Sigirci, Gorkem Serbes, Nizamettin Aydin
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. 58 (5) (2020)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
Automated sperm morphology analysis approach using a directional masking technique. Comput. Biol. Medicine 122 (2020)
Coskun Kazma, Vecdi Emre Levent, Nizamettin Aydin
Design and Development of a New Tactile Stimulator. AHS (2019)
Ahmet Elbir, Hamza Osman Ilhan, Nizamettin Aydin
The implementation of optimization methods for contrast enhancement. Comput. Syst. Sci. Eng. 34 (2) (2019)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. TSP (2018)
Hamza Osman Ilhan, Nizamettin Aydin
A novel data acquisition and analyzing approach to spermiogram tests. Biomed. Signal Process. Control. 41 (2018)
Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin
The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images. TSP (2018)
Elham Pashaei, Nizamettin Aydin
Markovian encoding models in human splice site recognition using SVM. Comput. Biol. Chem. 73 (2018)
Elnaz Pashaei, Nizamettin Aydin
Binary black hole algorithm for feature selection and classification on biological data. Appl. Soft Comput. 56 (2017)
Gorkem Serbes, Nizamettin Aydin
Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. SIU (2017)
Elham Pashaei, Mustafa Ozen, Nizamettin Aydin
Splice sites prediction of human genome using AdaBoost. BHI (2016)
Gorkem Serbes, Nizamettin Aydin
Analysis of embolic signals with directional dual tree rational dilation wavelet transform. EMBC (2016)
Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
Gene selection and classification approach for microarray data based on Random Forest Ranking and BBHA. BHI (2016)
Elham Pashaei, Alper Yilmaz, Mustafa Ozen, Nizamettin Aydin
A novel method for splice sites prediction using sequence component and hidden Markov model. EMBC (2016)
Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
Directional dual-tree complex wavelet packet transforms for processing quadrature signals. Medical Biol. Eng. Comput. 54 (2-3) (2016)
Elham Pashaei, Alper Yilmaz, Mustafa Ozen, Nizamettin Aydin
Prediction of splice site using AdaBoost with a new sequence encoding approach. SMC (2016)
Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
Biomarker discovery based on BBHA and AdaboostM1 on microarray data for cancer classification. EMBC (2016)
Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
Improving medical diagnosis reliability using Boosted C5.0 decision tree empowered by Particle Swarm Optimization. EMBC (2015)
Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, H. Fatih Ugurdag, Sezer Gören, Nizamettin Aydin
An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays. BIBE (2015)
Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
A novel gene selection algorithm for cancer identification based on random forest and particle swarm optimization. CIBCB (2015)
Ferhat Canbay, Vecdi Emre Levent, Gorkem Serbes, Sezer Gören, Nizamettin Aydin
Field programmable gate arrays implementation of Dual Tree Complex Wavelet Transform. EMBC (2015)
Elnaz Pashaei, Mustafa Ozen, Nizamettin Aydin
An application of black hole algorithm and decision tree for medical problem. BIBE (2015)
Gorkem Serbes, Betul Erdogdu Sakar, Nizamettin Aydin
A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform. BIBE (2015)
Charalambos Chrysostomou, Huseyin Seker, Nizamettin Aydin
CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences. Adv. Bioinformatics 2015 (2015)
Gorkem Serbes, Betul Erdogdu Sakar, Halil Özcan Gülçür, Nizamettin Aydin
An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning. Appl. Soft Comput. 37 (2015)
Zeyneb Kurt, Nizamettin Aydin, Gökmen Altay
A comprehensive comparison of association estimators for gene network inference algorithms. Bioinform. 30 (15) (2014)
Gorkem Serbes, Nizamettin Aydin
Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals. Medical Biol. Eng. Comput. 52 (1) (2014)
Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
Symmetrical directional dual-tree complex wavelet packet transform. EMBC (2014)
Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen, Nizamettin Aydin, Oleg V. Favorov
Combining multiple views: Case studies on protein and arrhythmia features. Eng. Appl. Artif. Intell. 28 (2014)
Gorkem Serbes, Halil Özcan Gülçür, Nizamettin Aydin
Directional dual-tree rational-dilation complex wavelet transform. EMBC (2014)
Gorkem Serbes, Nizamettin Aydin, Halil Özcan Gülçür
Directional dual-tree complex wavelet packet transform. EMBC (2013)
Merve Gençer, Gokhan Bilgin, Nizamettin Aydin
Embolic Doppler ultrasound signal detection via fractional Fourier transform. EMBC (2013)
Zeyneb Kurt, Nizamettin Aydin, Gokmen Altay
Impacts of the different spline orders on the B-spline association estimator. BIBE (2013)
Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
Pulmonary crackle detection using time-frequency and time-scale analysis. Digit. Signal Process. 23 (3) (2013)
Zeliha Gormez, Olcay Kursun, Ahmet Sertbas, Nizamettin Aydin, Huseyin Seker
Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction. BHI (2012)
Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
Pulmonary crackle detection using time-frequency analysis. SIU (2012)
Gorkem Serbes, Mehmet Kocaturk, Halil Özcan Gülçür, Nizamettin Aydin
Extracellular spike detection with resonance based signal decomposition. SIU (2012)
Gorkem Serbes, Nizamettin Aydin
Embolic doppler ultrasound signal detection using modified dual tree complex wavelet transform. BHI (2012)
Gorkem Serbes, Nizamettin Aydin
Symmetrical modified dual tree complex wavelet transform for processing quadrature Doppler ultrasound signals. EMBC (2011)
Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm. ICHIT (1) (2011)
Gorkem Serbes, Nizamettin Aydin
Modified dual tree complex wavelet transform for processing quadrature signals. Biomed. Signal Process. Control. 6 (3) (2011)
Charalambos Chrysostomou, Huseyin Seker, Nizamettin Aydin
Investigation into the Effects of an Individual Amino Acid on Protein Function by Means of a Resonant Recognition Model. ICHIT (1) (2011)
Charalambos Chrysostomou, Huseyin Seker, Nizamettin Aydin
Effects of windowing and zero-padding on Complex Resonant Recognition Model for protein sequence analysis. EMBC (2011)
Gorkem Serbes, Cemal Okan Sakar, Yasemin P. Kahya, Nizamettin Aydin
Feature extraction using time-frequency/scale analysis and ensemble of feature sets for crackle detection. EMBC (2011)
Zhongxue Yang, Adem Karahoca, Ning Yang, Nizamettin Aydin
Network Intrusion Detection by Using Cellular Neural Network with Tabu Search. BLISS (2008)
Turgay Temel, Nizamettin Aydin
A novel information-theoretic clustering algorithm for robust, unsupervised classification. ISSPA (2007)
Turgay Temel, Nizamettin Aydin
A Threshold Free Clustering Algorithm for Robust Unsupervised Classification. BLISS (2007)
Adem Karahoca, Turkalp Kucur, Nizamettin Aydin
Data Mining Usage in Emboli Detection. BLISS (2007)
Adem Karahoca, Dilek Karahoca, Nizamettin Aydin
GSM Churn Management Using an Adaptive Neuro-Fuzzy Inference System. IPC (2007)
Nizamettin Aydin, Tughrul Arslan
Analysis and Optimization of a Wireless Communication System for an Ingestable Sensor Microsystem. FBIT (2007)
Nizamettin Aydin
DWT Based Adaptive Threshold Determination in Embolic Signal Detection. AHS (2007)
Kim Bale, Paul Chapman, Nick E. Barraclough, Jon Purdy, Nizamettin Aydin, Paul Dark
Kaleidomaps: a new technique for the visualization of multivariate time-series data. Inf. Vis. 6 (2) (2007)
Nizamettin Aydin, Tughrul Arslan
Power Driven Reconfigurable Complex Continuous Wavelet Transform. AHS (2006)
Kim Bale, Paul Chapman, Jon Purdy, Nizamettin Aydin, Paul Dark
Kaleidomap Visualizations of Cardiovascular Function in Critical Care Medicine. MediVis (2006)
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
A sensor system on chip for wireless microsystems. ISCAS (2006)
Nizamettin Aydin, Tughrul Arslan, David R. S. Cumming
A direct-sequence spread-spectrum communication system for integrated sensor microsystems. IEEE Trans. Inf. Technol. Biomed. 9 (1) (2005)
Nizamettin Aydin, Farrokh Marvasti, Hugh S. Markus
Embolic Doppler Ultrasound Signal Detection Using Discrete Wavelet Transform. IEEE Trans. Inf. Technol. Biomed. 8 (2) (2004)
Turgay Temel, Avni Morgül, Nizamettin Aydin
A Novel Signed Higher-Radix Full-Adder Algorithm and Implementation with Current-Mode Multi-Valued Logic Circuits. DSD (2004)
Sami Khawam, Sajid Baloch, Arjun Pai, Imran Ahmed, Nizamettin Aydin, Tughrul Arslan, Fred Westall
Efficient Implementations of Mobile Video Computations on Domain-Specific Reconfigurable Arrays. DATE (2004)
Nizamettin Aydin, Tughrul Arslan, David R. S. Cumming
Power/Area Analysis and Optimization of a DS-SS receiver for an Integrated Sensor Microsystem. DSD (2003)
Huseyin Seker, David H. Evans, Nizamettin Aydin, Ertugrul Yazgan
Compensatory fuzzy neural networks-based intelligent detection of abnormal neonatal cerebral Doppler ultrasound waveforms. IEEE Trans. Inf. Technol. Biomed. 5 (3) (2001)
Nizamettin Aydin, Hugh S. Markus, Farokh Marvasti
Detection and estimation of embolic Doppler signals using discrete wavelet transform. ICASSP (2001)
Nizamettin Aydin, Hugh S. Markus
Directional wavelet transform in the context of complex quadrature Doppler signals. IEEE Signal Process. Lett. 7 (10) (2000)
Nizamettin Aydin, Hugh S. Markus
Detection of embolic signals using wavelet transform. NSIP (1999)