Huseyin Seker

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 29

Top Topics

Supervised Feature Selection

Top Venues

Publications

Iago Xabier Vázquez, Bahgat Ayasi, Huseyin Seker, Julián Luengo, Javier Sedano, Ángel Miguel García-Vico
Combining traditional and spiking neural networks for energy-efficient detection of Eimeria parasites. Appl. Soft Comput. 160 (2024)
Suheda Semih Acmali, Yasin Ortakci, Huseyin Seker
Parasites as a Case Study. Adv. Intell. Syst. 6 (7) (2024)
Muddsair Sharif, Huseyin Seker
Smart EV Charging With Context-Awareness: Enhancing Resource Utilization via Deep Reinforcement Learning. IEEE Access 12 (2024)
Yasin Ortakci, Huseyin Seker
Optimising customer retention: An AI-driven personalised pricing approach. Comput. Ind. Eng. 188 (2024)
Muddsair Sharif, Gero Lückemeyer, Huseyin Seker
Context Aware-Resource Optimality in Electric Vehicle Smart2Charge Application: A Deep Reinforcement Learning-Based Approach. IEEE Access 11 (2023)
Charalambos Chrysostomou, Floris Alexandrou, Mihalis A. Nicolaou, Huseyin Seker
Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks. CoRR (2021)
Muddsair Sharif, Mayur Hotwani, Huseyin Seker, Gero Lückemeyer
iMobilAkou: The Role of Machine Listening to Detect Vehicle using Sound Acoustics. ICAAI (2021)
Ferdi Sarac, Huseyin Seker, Marcin Lisowski, Alan Timothy
A Hybrid Two-Level Support Vector Machine-Based Method for Churn Analysis. ICCBDC (2021)
Charalambos Chrysostomou, Floris Alexandrou, Mihalis A. Nicolaou, Huseyin Seker
Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks. EMBC (2021)
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, Huseyin Seker, María José del Jesus
FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams. IEEE Trans. Fuzzy Syst. 28 (12) (2020)
Huseyin Seker, Özkan Inik
CnnSound: Convolutional Neural Networks for the Classification of Environmental Sounds. ICAAI (2020)
Mansoureh Pezhman Pour, Huseyin Seker
Transform domain representation-driven convolutional neural networks for skin lesion segmentation. Expert Syst. Appl. 144 (2020)
Volkan Uslan, Huseyin Seker, Robert I. John
Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity. IEEE Access 7 (2019)
Amine Ait Si Ali, Huseyin Seker, Steven Farnie, John Elliott
Extensive Data Exploration for Automatic Price Suggestion Using Item Description: Case Study for the Kaggle Mercari Challenge. ICAAI (2018)
Omer Faruk Ogutcen, Ammar Belatreche, Huseyin Seker
A Multi-objective Pareto-Optimal Wrapper Based Framework for Cancer-Related Gene Selection. IntelliSys (2) (2018)
Kit Yan Chan, Mehmet Emin Aydin, Huseyin Seker, Vasile Palade, Tzung-Pei Hong
Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data. Int. J. Fuzzy Syst. 20 (4) (2018)
Ranjith Dinakaran, Graham Sexton, Huseyin Seker, Ahmed Bouridane, Richard Jiang
Image resolution impact analysis on pedestrian detection in smart cities surveillance. IML (2017)
Ferdi Sarac, Huseyin Seker, Ahmed Bouridane
A Support Vector Regression Based Model for the Quantitative Prediction of Age and Body Mass Index by using Epigenetic Information from Peripheral Blood. ICCBDC (2017)
Mohamed A. E. Abdalla, Huseyin Seker
Recognition of protozoan parasites from microscopic images: Eimeria species in chickens and rabbits as a case study. EMBC (2017)
Mucahit Buyukyilmaz, Ali Osman Çibikdiken, Mohamed A. E. Abdalla, Huseyin Seker
Identification of Chicken Eimeria Species from Microscopic Images by Using MLP Deep Learning Algorithm. ICVIP (2017)
Charalambos Chrysostomou, Harris Partaourides, Huseyin Seker
Prediction of Influenza A virus infections in humans using an Artificial Neural Network learning approach. EMBC (2017)
Mansoureh Pezhman Pour, Huseyin Seker, Ling Shao
Automated lesion segmentation and dermoscopic feature segmentation for skin cancer analysis. EMBC (2017)
Ferdi Sarac, Huseyin Seker, Ahmed Bouridane
Exploration of unsupervised feature selection methods to predict chronological age of individuals by utilising CpG dinucleotics from whole blood. EMBC (2017)
Volkan Uslan, Huseyin Seker
Quantitative prediction of peptide binding affinity by using hybrid fuzzy support vector regression. Appl. Soft Comput. 43 (2016)
Ferdi Sarac, Huseyin Seker
An instance selection framework for mining data streams to predict antibody-feature function relationships on RV144 HIV vaccine recipients. SMC (2016)
Charalambos Chrysostomou, Huseyin Seker
Structural classification of protein sequences based on signal processing and support vector machines. EMBC (2016)
Volkan Uslan, Huseyin Seker
Binding affinity prediction of S. cerevisiae 14-3-3 and GYF peptide-recognition domains using support vector regression. EMBC (2016)
Ferdi Sarac, Volkan Uslan, Huseyin Seker, Ahmed Bouridane
A supervised feature selection framework in relation to prediction of antibody feature-function activity relationships in RV144 vaccines. SMC (2016)
Ferdi Sarac, Volkan Uslan, Huseyin Seker, Ahmed Bouridane
Unsupervised selection of RV144 HIV vaccine-induced antibody features correlated to natural killer cell-mediated cytotoxic reactions. EMBC (2016)
Arinze Akutekwe, Huseyin Seker
Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks. EMBC (2015)
Arinze Akutekwe, Huseyin Seker
Inferring the dynamics of gene regulatory networks via optimized recurrent neural network and dynamic Bayesian network. CIBCB (2015)
Charalambos Chrysostomou, Huseyin Seker
Novel protein weight matrix generated from amino acid indices. EMBC (2015)
Ferdi Sarac, Volkan Uslan, Huseyin Seker, Ahmed Bouridane
Exploration of unsupervised feature selection methods in relation to the prediction of cytokine release effect correlated to antibody features in RV144 vaccines. BIBE (2015)
Naser Alfed, Fouad Khelifi, Ahmed Bouridane, Huseyin Seker
Pigment network-based skin cancer detection. EMBC (2015)
Mohamed A. E. Abdalla, Huseyin Seker, Richard Jiang
Automated identification of chicken eimeria species from microscopic images. BIBE (2015)
Ferdi Sarac, Volkan Uslan, Huseyin Seker, Ahmed Bouridane
Comparison of unsupervised feature selection methods for high-dimensional regression problems in prediction of peptide binding affinity. EMBC (2015)
Hanaa M. Hussain, Khaled Benkrid, Huseyin Seker
Dynamic partial reconfiguration implementation of the SVM/KNN multi-classifier on FPGA for bioinformatics application. EMBC (2015)
Charalambos Chrysostomou, Huseyin Seker, Nizamettin Aydin
CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences. Adv. Bioinformatics 2015 (2015)
Volkan Uslan, Huseyin Seker
The quantitative prediction of HLA-B*2705 peptide binding affinities using Support Vector Regression to gain insights into its role for the Spondyloarthropathies. EMBC (2015)
Yücel Koçyigit, Huseyin Seker
Hybrid imbalanced data classifier models for computational discovery of antibiotic drug targets. EMBC (2014)
Volkan Uslan, Huseyin Seker, Robert I. John
A support vector-based interval type-2 fuzzy system. FUZZ-IEEE (2014)
Arinze Akutekwe, Huseyin Seker
Particle swarm optimization-based bio-network discovery method for the diagnosis of colorectal cancer. BIBM (2014)
Charalambos Chrysostomou, Huseyin Seker
Prediction of protein allergenicity based on signal-processing bioinformatics approach. EMBC (2014)
Zeliha Gormez, Huseyin Seker, Ahmet Sertbas
Hypertension prediction by multi-objective optimization methods. SIU (2014)
Charalambos Chrysostomou, Huseyin Seker
Construction of protein dendrograms based on amino acid indices and Discrete Fourier Transform. EMBC (2014)
Huseyin Seker, Volkan Uslan, Ahmet B. Orun, Eric Goodyer, Geoff Smith
Prediction of skin ages by means of multi-spectral light sources. EMBC (2014)
Martin Mueller-Holtz, Huseyin Seker, Geoff Smith
Wavelet denoising and reconstruction of a microneedle embedded in human skin ex-vivo using terahertz pulsed reflectance. 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)
Arinze Akutekwe, Huseyin Seker
Two-stage computational bio-network discovery approach for metabolites: Ovarian cancer as a case study. BHI (2014)
Arinze Akutekwe, Huseyin Seker
A hybrid dynamic Bayesian network approach for modelling temporal associations of gene expressions for hypertension diagnosis. EMBC (2014)
Ahmet B. Orun, Huseyin Seker, Eric Goodyer, Geoff Smith, Volkan Uslan
An improvement of skin aging assessment by non-invasive laser speckle effect: A comparative texture analysis. BHI (2014)
Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen
Combining multiple clusterings for protein structure prediction. Int. J. Data Min. Bioinform. 10 (2) (2014)
Cristóbal J. Carmona, Charalambos Chrysostomou, Huseyin Seker, María José del Jesus
Fuzzy rules for describing subgroups from Influenza A virus using a multi-objective evolutionary algorithm. Appl. Soft Comput. 13 (8) (2013)
Mehmet Nadir Kurnaz, Huseyin Seker
A framework towards computational discovery of disease sub-types and associated (sub-)biomarkers. EMBC (2013)
Charalambos Chrysostomou, Huseyin Seker
Signal-processing-based bioinformatics approach for the identification of influenza A virus subtypes in Neuraminidase genes. EMBC (2013)
Charalambos Chrysostomou, Huseyin Seker
Construction of protein distance matrix based on amino acid indices and Discrete Fourier Transform. EMBC (2013)
Volkan Uslan, Huseyin Seker
Support vector-based fuzzy system for the prediction of mouse class I MHC peptide binding affinity. BIBE (2013)
Volkan Uslan, Huseyin Seker
Support vector-based Takagi-Sugeno fuzzy system for the prediction of binding affinity of peptides. EMBC (2013)
Hanaa M. Hussain, Khaled Benkrid, Huseyin Seker
Reconfiguration-based implementation of SVM classifier on FPGA for Classifying Microarray data. EMBC (2013)
Ahmet B. Orun, Fatih Kurugollu, Huseyin Seker
Behaviour analysis of micro-organisms to observe invisible substance effects: Towards the more sensitive biological effect detectors. BHI (2012)
Yücel Koçyigit, Huseyin Seker
Imbalanced data classifier by using ensemble fuzzy c-means clustering. BHI (2012)
Hanaa M. Hussain, Khaled Benkrid, Chuan Hong, Huseyin Seker
An adaptive FPGA implementation of multi-core K-nearest neighbour ensemble classifier using dynamic partial reconfiguration. FPL (2012)
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)
Lorenzo Picinali, Charalambos Chrysostomou, Huseyin Seker
The sound of proteins. BHI (2012)
Ahmet B. Orun, Huseyin Seker
Development of a computer game-based framework for cognitive behaviour identification by using Bayesian inference methods. Comput. Hum. Behav. 28 (4) (2012)
Hanaa M. Hussain, Khaled Benkrid, Ali Ebrahim, Ahmet T. Erdogan, Huseyin Seker
Novel Dynamic Partial Reconfiguration Implementation of K-Means Clustering on FPGAs: Comparative Results with GPPs and GPUs. Int. J. Reconfigurable Comput. 2012 (2012)
Hanaa M. Hussain, Khaled Benkrid, Huseyin Seker
An adaptive implementation of a dynamically reconfigurable K-nearest neighbour classifier on FPGA. AHS (2012)
Hanaa M. Hussain, Khaled Benkrid, Ahmet T. Erdogan, Huseyin Seker
Highly Parameterized K-means Clustering on FPGAs: Comparative Results with GPPs and GPUs. ReConFig (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)
Hanaa M. Hussain, Khaled Benkrid, Huseyin Seker, Ahmet T. Erdogan
FPGA implementation of K-means algorithm for bioinformatics application: An accelerated approach to clustering Microarray data. AHS (2011)
Heysem Kaya, Olcay Kursun, Huseyin Seker
Stacking Class Probabilities Obtained from View-Based Cluster Ensembles. ICAISC (1) (2010)
Norbert Nwankwo, Huseyin Seker
Assessment of the Binding Characteristics of Human Immunodeficiency Virus Type 1 Glycoprotein120 and Host Cluster of Differentiation4 Using Digital Signal Processing. BIBE (2010)
Cemal Okan Sakar, Olcay Kursun, Huseyin Seker, Fikret Gürgen
Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection. ICPR (2010)
Chris Newby, Yingjie Yang, Huseyin Seker
Investigation into effectiveness of rough sets in prediction of enzyme and protein structure classes. IJCNN (2009)
Huseyin Seker
Novel weighted amino acid composition for prediction of protein structural classes within the context of multi-sensor data fusion approach. BIBE (2008)
Sundeep Singh Nanuwa, Huseyin Seker
Investigation into the role of sequence-driven-features for prediction of protein structural classes. BIBE (2008)
Huseyin Seker, Parvez I. Haris
Analysis of four different sets of predictive features for metalloproteins. CSB Workshops (2005)
Huseyin Seker
A multifuzzy filtering approach to reliable gene expression profile analysis. CIBCB (2004)
Huseyin Seker, Michael O. Odetayo, Dobrila Petrovic, Raouf N. Gorgui-Naguib
A fuzzy logic based-method for prognostic decision making in breast and prostate cancers. IEEE Trans. Inf. Technol. Biomed. 7 (2) (2003)
Huseyin Seker, Michael O. Odetayo, Dobrila Petrovic, Raouf N. Gorgui-Naguib, C. Bartoli, L. Alasio, M. S. Lakshmi, G. V. Sherbet
Soft feature evaluation indices for the identification of significant image cytometric factors in assessment of nodal involvement in breast cancer patients. FUZZ-IEEE (2002)
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)
Huseyin Seker, Michael O. Odetayo, Dobrila Petrovic, Raouf N. Gorgui-Naguib, Freddie C. Hamdy
Statistical and soft feature evaluation indices for prostate cancer prognostic factor assessment. EUSFLAT Conf. (2001)
Huseyin Seker, David H. Evans
Non-normalised compensatory hybrid fuzzy neural networks. IJCNN (1999)
Lale Özyilmaz, Tulay Yildirim, Huseyin Seker
EMG signal classification using conic section function neural networks. IJCNN (1999)