Items where Author is "Seker, Huseyin"

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

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

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.

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

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) 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

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

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.

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

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

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

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

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.

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

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.

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