Huseyin Seker

发表

Non-normalised compensatory hybrid fuzzy neural networks

Huseyin Seker, David H. Evans, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

The quantitative prediction of HLA-B*2705 peptide binding affinities using Support Vector Regression to gain insights into its role for the Spondyloarthropathies

Huseyin Seker, Volkan Uslan, H. Seker, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Structural classification of protein sequences based on signal processing and support vector machines

Huseyin Seker, Charalambos Chrysostomou, H. Seker, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Investigating the amigdala-thread effects on cognitive learning via graphical domains and Bayesian networks

Ahmet Sertbas, Huseyin Seker, Serpil Ustebay, 2014 .

Novel weighted amino acid composition for prediction of protein structural classes within the context of multi-sensor data fusion approach

Huseyin Seker, 2008, 2008 8th IEEE International Conference on BioInformatics and BioEngineering.

Exploration of unsupervised feature selection methods to predict chronological age of individuals by utilising CpG dinucleotics from whole blood

Ahmed Bouridane, Huseyin Seker, Ferdi Sarac, 2017, Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Imbalanced data classifier by using ensemble fuzzy c-means clustering

Huseyin Seker, Yücel Koçyigit, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

Dynamic partial reconfiguration implementation of the SVM/KNN multi-classifier on FPGA for bioinformatics application

Huseyin Seker, Khaled Benkrid, Hanaa M. Hussain, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Support vector-based fuzzy system for the prediction of mouse class I MHC peptide binding affinity

Huseyin Seker, Volkan Uslan, H. Seker, 2013, 13th IEEE International Conference on BioInformatics and BioEngineering.

An adaptive FPGA implementation of multi-core K-nearest neighbour ensemble classifier using dynamic partial reconfiguration

Huseyin Seker, Khaled Benkrid, Chuan Hong, 2012, 22nd International Conference on Field Programmable Logic and Applications (FPL).

Investigation into the Effects of an Individual Amino Acid on Protein Function by Means of a Resonant Recognition Model

Huseyin Seker, Nizamettin Aydin, Charalambos Chrysostomou, 2011, ICHIT.

FPGA implementation of K-means algorithm for bioinformatics application: An accelerated approach to clustering Microarray data

Huseyin Seker, Ahmet T. Erdogan, Khaled Benkrid, 2011, 2011 NASA/ESA Conference on Adaptive Hardware and Systems (AHS).

Signal-processing-based bioinformatics approach for the identification of influenza A virus subtypes in Neuraminidase genes

Huseyin Seker, Charalambos Chrysostomou, H. Seker, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

The sound of proteins

Huseyin Seker, Charalambos Chrysostomou, Lorenzo Picinali, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

Construction of protein distance matrix based on amino acid indices and Discrete Fourier Transform

Huseyin Seker, Charalambos Chrysostomou, H. Seker, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

TSKSVR: Support Vector-based TSK Fuzzy Modelling

Huseyin Seker, Volkan Uslan, 2016 .

An adaptive implementation of a dynamically reconfigurable K-nearest neighbour classifier on FPGA

Huseyin Seker, Khaled Benkrid, Hanaa M. Hussain, 2012, 2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS).

Role of FPGAs as high performance computing solution to bioinformatics and computational biology data.

Huseyin Seker, Khaled Benkrid, Hanaa M. Hussain, 2013 .

Compensatory fuzzy neural networks-based intelligent detection of abnormal neonatal cerebral Doppler ultrasound waveforms

Huseyin Seker, Nizamettin Aydin, David H. Evans, 2001, IEEE Transactions on Information Technology in Biomedicine.

Binding affinity prediction of S. cerevisiae 14-3-3 and GYF peptide-recognition domains using support vector regression

Huseyin Seker, Volkan Uslan, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Assessment of the Binding Characteristics of Human Immunodeficiency Virus Type 1 Glycoprotein120 and Host Cluster of Differentiation4 Using Digital Signal Processing

Huseyin Seker, Norbert Nwankwo, 2010, 2010 IEEE International Conference on BioInformatics and BioEngineering.

An optimized hybrid dynamic Bayesian network approach using differential evolution algorithm for the diagnosis of Hepatocellular Carcinoma

Huseyin Seker, Sunday Iliya, Arinze Akutekwe, 2014, 2014 IEEE 6th International Conference on Adaptive Science & Technology (ICAST).

Novel protein weight matrix generated from amino acid indices

Huseyin Seker, Charalambos Chrysostomou, H. Seker, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A hybrid dynamic Bayesian network approach for modelling temporal associations of gene expressions for hypertension diagnosis

Huseyin Seker, Arinze Akutekwe, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Mobile device/smart phone application for the estimation of Warfarin dosing.

Huseyin Seker, M. Quessou, I. Karacan, 2013 .

A multifuzzy filtering approach to reliable gene expression profile analysis

Huseyin Seker, 2004, 2004 Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

Reconfiguration-based implementation of SVM classifier on FPGA for Classifying Microarray data

Huseyin Seker, Khaled Benkrid, Hanaa M. Hussain, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Analysis of cellular and molecular markers by statistical, artificial neural networks and fuzzy logic-based approaches as an aid in intelligent prognostic decision making in oncology

Huseyin Seker, Raouf N. G. Naguib, Gajanan V. Sherbet, 2004 .

Particle swarm optimization-based bio-network discovery method for the diagnosis of colorectal cancer

Huseyin Seker, Arinze Akutekwe, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Hypertension prediction by multi-objective optimization methods

Ahmet Sertbas, Huseyin Seker, Zeliha Gormez, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Pigment network-based skin cancer detection

Fouad Khelifi, Ahmed Bouridane, Huseyin Seker, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences

Huseyin Seker, Nizamettin Aydin, Charalambos Chrysostomou, 2015, Adv. Bioinformatics.

Analysis of four different sets of predictive features for metalloproteins

Huseyin Seker, Parvez I. Haris, 2005, 2005 IEEE Computational Systems Bioinformatics Conference - Workshops (CSBW'05).

An improvement of skin aging assessment by non-invasive laser speckle effect: A comparative texture analysis

Huseyin Seker, Volkan Uslan, Eric Goodyer, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

A framework towards computational discovery of disease sub-types and associated (sub-)biomarkers

Huseyin Seker, Mehmet Nadir Kurnaz, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity

Huseyin Seker, Volkan Uslan, Robert John, 2019, IEEE Access.

Developing a non-alignment based approach for identifying predictive features in metal binding proteins

Huseyin Seker, Parvez I. Haris, R. Abdulla, 2004 .

Prognostic comparison of statistical, neural and fuzzy methods of analysis of breast cancer image cytometric data

Huseyin Seker, Raouf N. G. Naguib, Dobrila Petrovic, 2001, 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Inferring the dynamics of gene regulatory networks via optimized recurrent neural network and dynamic Bayesian network

Huseyin Seker, Arinze Akutekwe, H. Seker, 2015, 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Combining multiple clusterings for protein structure prediction

Huseyin Seker, Fikret S. Gürgen, Olcay Kursun, 2014, Int. J. Data Min. Bioinform..

Two-stage computational bio-network discovery approach for metabolites: Ovarian cancer as a case study

Huseyin Seker, Arinze Akutekwe, H. Seker, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

A bioinformatics approach to identification of metalloproteins

Huseyin Seker, R. Abdulla, Parvez I. Haris, 2007 .

Support vector-based Takagi-Sugeno fuzzy system for the prediction of binding affinity of peptides

Huseyin Seker, Volkan Uslan, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Identification of Chicken Eimeria Species from Microscopic Images by Using MLP Deep Learning Algorithm

Huseyin Seker, Mucahit Buyukyilmaz, Ali Osman Çibikdiken, 2017, ICVIP.

Quantitative prediction of peptide binding affinity by using hybrid fuzzy support vector regression

Huseyin Seker, Volkan Uslan, H. Seker, 2016, Appl. Soft Comput..

Investigation into effectiveness of rough sets in prediction of enzyme and protein structure classes

Huseyin Seker, Yingjie Yang, Chris Newby, 2009, 2009 International Joint Conference on Neural Networks.

Extensive Data Exploration for Automatic Price Suggestion Using Item Description: Case Study for the Kaggle Mercari Challenge

Huseyin Seker, John Elliott, Amine Ait Si Ali, 2018, ICAAI 2018.

Behaviour analysis of micro-organisms to observe invisible substance effects: Towards the more sensitive biological effect detectors

Huseyin Seker, Fatih Kurugollu, Ahmet B. Orun, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

Comparison of unsupervised feature selection methods for high-dimensional regression problems in prediction of peptide binding affinity

Ahmed Bouridane, Huseyin Seker, Volkan Uslan, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A support vector-based interval type-2 fuzzy system

Robert Ivor John, Huseyin Seker, Volkan Uslan, 2014, 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection

Huseyin Seker, Fikret S. Gürgen, Olcay Kursun, 2010, 2010 20th International Conference on Pattern Recognition.

Novel Dynamic Partial Reconfiguration Implementation of K-Means Clustering on FPGAs: Comparative Results with GPPs and GPUs

Huseyin Seker, Ahmet T. Erdogan, Khaled Benkrid, 2012, Int. J. Reconfigurable Comput..

Prediction of Influenza A virus infections in humans using an Artificial Neural Network learning approach

Huseyin Seker, Charalambos Chrysostomou, Harris Partaourides, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks

Huseyin Seker, Arinze Akutekwe, H. Seker, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

An Aggregated Cross-Validation Framework for Computational Discovery of Disease-Associative Genes

Huseyin Seker, Muhammad Atif Tahir, Zeliha Gormez, 2016 .

Prediction of protein allergenicity based on signal-processing bioinformatics approach

Huseyin Seker, Charalambos Chrysostomou, H. Seker, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Exploration of unsupervised feature selection methods in relation to the prediction of cytokine release effect correlated to antibody features in RV144 vaccines

Ahmed Bouridane, Huseyin Seker, Volkan Uslan, 2015, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE).

Combining multiple views: Case studies on protein and arrhythmia features

Huseyin Seker, Nizamettin Aydin, Fikret S. Gürgen, 2014, Eng. Appl. Artif. Intell..

A supervised feature selection framework in relation to prediction of antibody feature-function activity relationships in RV144 vaccines

Ahmed Bouridane, Huseyin Seker, Volkan Uslan, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Discovery of the connection among age-related macular degeneration, MTHFR C677T and PAI 1 4G/5G gene polymorphisms, and body mass index by means of Bayesian inference methods

Huseyin Seker, Ahmet Orun, Aydan Celebiler, 2013 .

Unsupervised selection of RV144 HIV vaccine-induced antibody features correlated to natural killer cell-mediated cytotoxic reactions

Ahmed Bouridane, Huseyin Seker, Volkan Uslan, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Stacking Class Probabilities Obtained from View-Based Cluster Ensembles

Huseyin Seker, Heysem Kaya, Olcay Kursun, 2010, ICAISC.

EMG signal classification using conic section function neural networks

Tülay Yildirim, Huseyin Seker, Lale Özyilmaz, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

A Quantisation of Cognitive Learning Process by Computer Graphics-Games: Towards More Efficient Learning Models

Huseyin Seker, John Rose, Armaghan Moemeni, 2016 .

Automated identification of chicken eimeria species from microscopic images

Huseyin Seker, Richard M. Jiang, Mohamed A. E. Abdalla, 2015, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE).

Recognition of protozoan parasites from microscopic images: Eimeria species in chickens and rabbits as a case study

Huseyin Seker, Mohamed A. E. Abdalla, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Multiple clustering models and SVD-QR-based method for reliable gene expression profile analysis

Huseyin Seker, 2006 .

Soft feature evaluation indices for the identification of significant image cytometric factors in assessment of nodal involvement in breast cancer patients

Huseyin Seker, Raouf N. Gorgui-Naguib, Dobrila Petrovic, 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).

Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction

Ahmet Sertbas, Huseyin Seker, Nizamettin Aydin, 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

An instance selection framework for mining data streams to predict antibody-feature function relationships on RV144 HIV vaccine recipients

Huseyin Seker, Ferdi Sarac, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Effects of windowing and zero-padding on Complex Resonant Recognition Model for protein sequence analysis

Huseyin Seker, Nizamettin Aydin, Charalambos Chrysostomou, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Ranking prostate cancer prognostic markers using a fuzzy K-nearest neighbor algorithm

Huseyin Seker, Raouf N. G. Naguib, Dobrila Petrovic, 2000 .

An intelligent hybrid neuro-fuzzy rule-based system for prognostic decision making in prostate cancer patients

Huseyin Seker, Raouf N. G. Naguib, Dobrila Petrovic, 2003, 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine, 2003..

Digital Signal Processing Techniques: Calculating Biological Functionalities

Huseyin Seker, Norbert Nwankwo, 2012 .

Prediction of skin ages by means of multi-spectral light sources

Huseyin Seker, Volkan Uslan, Eric Goodyer, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Highly Parameterized K-means Clustering on FPGAs: Comparative Results with GPPs and GPUs

Huseyin Seker, Ahmet T. Erdogan, Khaled Benkrid, 2011, 2011 International Conference on Reconfigurable Computing and FPGAs.

Automated lesion segmentation and dermoscopic feature segmentation for skin cancer analysis

Ling Shao, Huseyin Seker, Mansoureh Pezhman Pour, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Prediction of metal binding proteins based on secondary structure information using a fuzzy logic-based method

Huseyin Seker, Parvez I. Haris, R. Abdulla, 2004 .

A Support Vector Regression Based Model for the Quantitative Prediction of Age and Body Mass Index by using Epigenetic Information from Peripheral Blood

Ahmed Bouridane, Huseyin Seker, Ferdi Sarac, 2017, ICCBDC.

A Multi-objective Pareto-Optimal Wrapper Based Framework for Cancer-Related Gene Selection

Ammar Belatreche, Huseyin Seker, Omer Faruk Ogutcen, 2018, IntelliSys.

Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data

Tzung-Pei Hong, Huseyin Seker, Kit Yan Chan, 2018, International Journal of Fuzzy Systems.

Relational fuzzy clustering to reveal multifunctional proteins in a protein-protein interaction network.

Huseyin Seker, Volkan Uslan, 2013 .

Hybrid imbalanced data classifier models for computational discovery of antibiotic drug targets

Huseyin Seker, Yücel Koçyigit, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Image resolution impact analysis on pedestrian detection in smart cities surveillance

Ahmed Bouridane, Huseyin Seker, Graham Sexton, 2017, IML.

A Hybrid Two-Level Support Vector Machine-Based Method for Churn Analysis

Huseyin Seker, Ferdi Sarac, Marcin Lisowski, 2021, ICCBDC.

Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks

Huseyin Seker, Charalambos Chrysostomou, Mihalis A. Nicolaou, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

A soft measurement technique for searching significant subsets of prostate cancer prognostic markers

Huseyin Seker, Raouf N. G. Naguib, Dobrila Petrovic, 2000 .

HIV progression to AIDS: bioinformatics approach to determining the mechanism of action.

Huseyin Seker, Norbert Nwankwo, 2013, Current HIV research.

A hybrid system for nodal involvement assessment in breast cancer patients

Huseyin Seker, Raouf N. G. Naguib, Dobrila Petrovic, 2002, Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology.

Assessment of nodal involvement and survival analysis in breast cancer patients using image cytometric data: statistical, neural network and fuzzy approaches.

Huseyin Seker, Dobrila Petrovic, C Bartoli, 2002, Anticancer research.

A fuzzy measurement-based assessment of breast cancer prognostic markers

Huseyin Seker, Raouf N. G. Naguib, Dobrila Petrovic, 2000, Proceedings 2000 IEEE EMBS International Conference on Information Technology Applications in Biomedicine. ITAB-ITIS 2000. Joint Meeting Third IEEE EMBS International Conference on Information Technol.

Detailed methylation prediction of CpG islands on human chromosome 21

Huseyin Seker, Isse Ali, H. Seker, 2009 .

A comparative study for characterisation and prediction of tissue-specific DNA methylation of CpG islands in chromosomes 6, 20 and 22

Huseyin Seker, Isse Ali, H. Seker, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Fuzzy relation matrix and fuzzy Max-Min operation for biomedical signal classification

Huseyin Seker, M. Korurek, 1998, Proceedings of the 1998 2nd International Conference Biomedical Engineering Days.