Items where Author is "Seker, Huseyin"

Article

Uslan, Volkan, Seker, Huseyin and John, Robert (2019) Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity. IEEE Access, 7. pp. 49756-49764. ISSN 2169-3536

Orun, A. B., Seker, Huseyin, Uslan, V., Goodyer, E. and Smith, G. (2017) Texture-based characterization of subskin features by specified laser speckle effects at λ = 650 nm region for more accurate parametric ‘skin age’ modelling. International Journal of Cosmetic Science, 39 (3). pp. 320-326. ISSN 0142-5463

Dreder, Abdouladeem, Tahir, Muhammad, Seker, Huseyin and Anwar, Naveed (2016) Discovering differences in gender-related skeletal muscle aging through the majority voting-based identification of differently expressed genes. International Journal on Bioinformatics & Biosciences, 6 (2). pp. 1-14. ISSN 1839-9614

Hussain, Hanaa, Benkrid, Khaled and Seker, Huseyin (2016) Novel dynamic partial reconfiguration implementations of the support vector machine classifier on FPGA. Turkish Journal of Electrical Engineering & Computer Sciences, 24 (5). pp. 3371-3387. ISSN 1300-0632

Uslan, Volkan and Seker, Huseyin (2016) Quantitative prediction of peptide binding affinity by using hybrid fuzzy support vector regression. Applied Soft Computing Journal, 43. pp. 210-221. ISSN 1568-4946

Akutekwe, Arinze, Yang, Shengxiang and Seker, Huseyin (2015) In silico discovery of significant pathways in colorectal cancer metastasis using a two-stage optimisation approach. IET Systems Biology, 9 (6). pp. 294-302. ISSN 1751-8849

Sarac, Ferdi, Uslan, Volkan, Seker, Huseyin and Bouridane, Ahmed (2015) Comparison of unsupervised feature selection methods for high-dimensional regression problems in prediction of peptide binding affinity. Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015). pp. 8173-8176. ISSN 1557-170X

Chrysostomou, Charalambos, Seker, Huseyin and Aydin, Nizamettin (2015) CISAPS: Complex Informational Spectrum for the Analysis of Protein Sequences. Advances in Bioinformatics, 2015. pp. 1-10. ISSN 1687-8027

Sakar, C. Okan, Kursun, Olcay, Seker, Huseyin, Gurgen, Fikret, Aydin, Nizamettin and Favorov, Oleg (2014) Combining multiple views: Case studies on protein and arrhythmia features. Engineering Applications of Artificial Intelligence, 28. pp. 174-180. ISSN 0952-1976

Orun, A. B, Goodyer, E., Seker, Huseyin, Smith, G., Uslan, V. and Chauhan, D. (2014) Optimized parametric skin modelling for diagnosis of skin abnormalities by combining light back-scatter and laser speckle imaging. Skin Research and Technology, 20 (4). pp. 473-485. ISSN 0909-752X

Book Section

Ait Si Ali, Amine, Seker, Huseyin, Farnie, Steven and Elliott, John (2018) Extensive Data Exploration for Automatic Price Suggestion Using Item Description: Case Study for the Kaggle Mercari Challenge. In: Proceedings of the 2nd International Conference on Advances in Artificial Intelligence - ICAAI 2018. IEEE, pp. 41-45. ISBN 978-1-4503-6583-3

Uslan, Volkan and Seker, Huseyin (2016) Binding affinity prediction of S. cerevisiae 14-3-3 and GYF peptide-recognition domains using support vector regression. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, Piscataway, pp. 3445-3448. ISBN 978-1-4577-0219-8

Chrysostomou, Charalambos and Seker, Huseyin (2016) Structural classification of protein sequences based on signal processing and support vector machines. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, Piscataway, pp. 3088-3091. ISBN 978-1-4577-0219-8

Sarac, Ferdi, Uslan, Volkan, Seker, Huseyin and Bouridane, Ahmed (2016) Unsupervised selection of RV144 HIV vaccine-induced antibody features correlated to natural killer cell-mediated cytotoxic reactions. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, Piscataway, pp. 3072-3075. ISBN 978-1-4577-0219-8

Dreder, Abdouladeem, Tahir, Muhammad, Seker, Huseyin and Anwar, Naveed (2016) Majority voting approach for the identification of differentially expressed genes to understand gender-related skeletal muscle aging. In: Computer Science & Information Technology. AIRCC, pp. 237-244. ISBN 978-1-921987-51-9

Sarac, Ferdi and Seker, Huseyin (2016) An instance selection framework for mining data streams to predict antibody-feature function relationships on RV144 HIV vaccine recipients. In: Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 003356-003361. ISBN 9781509018970

Sarac, Ferdi, Uslan, Volkan, Seker, Huseyin and Bouridane, Ahmed (2016) A supervised feature selection framework in relation to prediction of antibody feature-function activity relationships in RV144 vaccines. In: Proceedings of 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 003770-003775. ISBN 9781509018970

Abdalla, Mohamed, Seker, Huseyin and Jiang, Richard (2016) Identification of rabbit coccidia by using microscopic images. In: 2016 International Conference on Engineering & MIS (ICEMIS). IEEE, Piscataway. ISBN 978-1-5090-5580-7

Ogutcen, Omer Faruk, Gormez, Zeliha, Tahir, Muhammad and Seker, Huseyin (2016) An aggregated cross-validation framework for computational discovery of disease-associative genes. In: XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016. Springer, London, pp. 483-488. ISBN 978-3-319-32701-3

Sarac, Ferdi, Uslan, Volkan, Seker, Huseyin and Bouridane, Ahmed (2015) Exploration of unsupervised feature selection methods in relation to the prediction of cytokine release effect correlated to antibody features in RV144 vaccines. In: Proceedings of the 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering, BIBE 2015. IEEE, Piscataway, NJ, pp. 1-4. ISBN 978-146737983-0

Alfed, Naser, Khelifi, Fouad, Bouridane, Ahmed and Seker, Huseyin (2015) Pigment network-based skin cancer detection. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, pp. 7214-7217. ISBN 978-1-4244-9271-8

Conference or Workshop Item

Ogutcen, Omer, Belatreche, Ammar and Seker, Huseyin (2018) A Multi-Objective Pareto-Optimal Wrapper based Framework for Cancer-Related Gene Selection. In: SAI Intelligent Systems Conference, 6-7 September 2018, London.

Abdalla, Mohamed, Seker, Huseyin and Jiang, Richard (2015) Automated identification of chicken eimeria species from microscopic images. In: 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE), 2-4 November 2015, Belgrade, Serbia.

Hussain, Hanaa, Benkrid, Khaled and Seker, Huseyin (2015) Dynamic partial reconfiguration implementation of the SVM/KNN multi-classifier on FPGA for bioinformatics application. In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 25-29 August 2015, Milan.

Chrysostomou, Charalambos and Seker, Huseyin (2015) Novel protein weight matrix generated from amino acid indices. In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015 ), 25 - 29 August 2015, Milan.

Uslan, Volkan and Seker, Huseyin (2015) The quantitative prediction of HLA-B*2705 peptide binding affinities using Support Vector Regression to gain insights into its role for the Spondyloarthropathies. In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015 ), 25 - 29 August 2015, Milan.

Akutekwe, Arinze and Seker, Huseyin (2015) Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks. In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 25-29 August 2015, Milan.

Akutekwe, Arinze and Seker, Huseyin (2015) Inferring the dynamics of gene regulatory networks via optimized recurrent neural network and dynamic Bayesian network. In: 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2015), 12 - 15 August 2015, Niagara Falls.