Huseyin Seker
Orcid: 0000-0002-1255-9552
According to our database1,
Huseyin Seker
authored at least 81 papers
between 1999 and 2024.
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Bibliography
2024
Smart EV Charging With Context-Awareness: Enhancing Resource Utilization via Deep Reinforcement Learning.
IEEE Access, 2024
2023
Context Aware-Resource Optimality in Electric Vehicle Smart2Charge Application: A Deep Reinforcement Learning-Based Approach.
IEEE Access, 2023
2021
Proceedings of the ICCBDC 2021: 5th International Conference on Cloud and Big Data Computing, Liverpool, United Kingdom, August 13, 2021
Proceedings of the ICAAI 2021: The 5th International Conference on Advances in Artificial Intelligence, Virtual Event, United Kingdom, November 20, 2021
Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
IEEE Trans. Fuzzy Syst., 2020
Transform domain representation-driven convolutional neural networks for skin lesion segmentation.
Expert Syst. Appl., 2020
CnnSound: Convolutional Neural Networks for the Classification of Environmental Sounds.
Proceedings of the ICAAI 2020: The 4th International Conference on Advances in Artificial Intelligence, 2020
2019
Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity.
IEEE Access, 2019
2018
Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data.
Int. J. Fuzzy Syst., 2018
A Multi-objective Pareto-Optimal Wrapper Based Framework for Cancer-Related Gene Selection.
Proceedings of the Intelligent Systems and Applications, 2018
Extensive Data Exploration for Automatic Price Suggestion Using Item Description: Case Study for the Kaggle Mercari Challenge.
Proceedings of the 2nd International Conference on Advances in Artificial Intelligence, 2018
2017
Image resolution impact analysis on pedestrian detection in smart cities surveillance.
Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017
Identification of Chicken Eimeria Species from Microscopic Images by Using MLP Deep Learning Algorithm.
Proceedings of the International Conference on Video and Image Processing, 2017
A Support Vector Regression Based Model for the Quantitative Prediction of Age and Body Mass Index by using Epigenetic Information from Peripheral Blood.
Proceedings of the 2017 International Conference on Cloud and Big Data Computing, ICCBDC 2017, London, United Kingdom, September 17, 2017
Exploration of unsupervised feature selection methods to predict chronological age of individuals by utilising CpG dinucleotics from whole blood.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Automated lesion segmentation and dermoscopic feature segmentation for skin cancer analysis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Prediction of Influenza A virus infections in humans using an Artificial Neural Network learning approach.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Recognition of protozoan parasites from microscopic images: Eimeria species in chickens and rabbits as a case study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Quantitative prediction of peptide binding affinity by using hybrid fuzzy support vector regression.
Appl. Soft Comput., 2016
A supervised feature selection framework in relation to prediction of antibody feature-function activity relationships in RV144 vaccines.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
An instance selection framework for mining data streams to predict antibody-feature function relationships on RV144 HIV vaccine recipients.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Binding affinity prediction of S. cerevisiae 14-3-3 and GYF peptide-recognition domains using support vector regression.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Unsupervised selection of RV144 HIV vaccine-induced antibody features correlated to natural killer cell-mediated cytotoxic reactions.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Structural classification of protein sequences based on signal processing and support vector machines.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Adv. Bioinformatics, 2015
The quantitative prediction of HLA-B*2705 peptide binding affinities using Support Vector Regression to gain insights into its role for the Spondyloarthropathies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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, 2015
Dynamic partial reconfiguration implementation of the SVM/KNN multi-classifier on FPGA for bioinformatics application.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Inference of nonlinear gene regulatory networks through optimized ensemble of support vector regression and dynamic Bayesian networks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Inferring the dynamics of gene regulatory networks via optimized recurrent neural network and dynamic Bayesian network.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015
Exploration of unsupervised feature selection methods in relation to the prediction of cytokine release effect correlated to antibody features in RV144 vaccines.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Int. J. Data Min. Bioinform., 2014
Eng. Appl. Artif. Intell., 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Wavelet denoising and reconstruction of a microneedle embedded in human skin ex-vivo using terahertz pulsed reflectance.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Hybrid imbalanced data classifier models for computational discovery of antibiotic drug targets.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Construction of protein dendrograms based on amino acid indices and Discrete Fourier Transform.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Prediction of protein allergenicity based on signal-processing bioinformatics approach.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A hybrid dynamic Bayesian network approach for modelling temporal associations of gene expressions for hypertension diagnosis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Particle swarm optimization-based bio-network discovery method for the diagnosis of colorectal cancer.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
An improvement of skin aging assessment by non-invasive laser speckle effect: A comparative texture analysis.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Two-stage computational bio-network discovery approach for metabolites: Ovarian cancer as a case study.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Fuzzy rules for describing subgroups from Influenza A virus using a multi-objective evolutionary algorithm.
Appl. Soft Comput., 2013
Support vector-based Takagi-Sugeno fuzzy system for the prediction of binding affinity of peptides.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A framework towards computational discovery of disease sub-types and associated (sub-)biomarkers.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Reconfiguration-based implementation of SVM classifier on FPGA for Classifying Microarray data.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Construction of protein distance matrix based on amino acid indices and Discrete Fourier Transform.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Signal-processing-based bioinformatics approach for the identification of influenza A virus subtypes in Neuraminidase genes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Support vector-based fuzzy system for the prediction of mouse class I MHC peptide binding affinity.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Novel Dynamic Partial Reconfiguration Implementation of K-Means Clustering on FPGAs: Comparative Results with GPPs and GPUs.
Int. J. Reconfigurable Comput., 2012
Development of a computer game-based framework for cognitive behaviour identification by using Bayesian inference methods.
Comput. Hum. Behav., 2012
An adaptive FPGA implementation of multi-core K-nearest neighbour ensemble classifier using dynamic partial reconfiguration.
Proceedings of the 22nd International Conference on Field Programmable Logic and Applications (FPL), 2012
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Behaviour analysis of micro-organisms to observe invisible substance effects: Towards the more sensitive biological effect detectors.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
An adaptive implementation of a dynamically reconfigurable K-nearest neighbour classifier on FPGA.
Proceedings of the 2012 NASA/ESA Conference on Adaptive Hardware and Systems, 2012
2011
Highly Parameterized K-means Clustering on FPGAs: Comparative Results with GPPs and GPUs.
Proceedings of the 2011 International Conference on Reconfigurable Computing and FPGAs, 2011
Investigation into the Effects of an Individual Amino Acid on Protein Function by Means of a Resonant Recognition Model.
Proceedings of the Convergence and Hybrid Information Technology, 2011
Effects of windowing and zero-padding on Complex Resonant Recognition Model for protein sequence analysis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
FPGA implementation of K-means algorithm for bioinformatics application: An accelerated approach to clustering Microarray data.
Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems, 2011
2010
Prediction of Protein Sub-nuclear Location by Clustering mRMR Ensemble Feature Selection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Artificial Intelligence and Soft Computing, 2010
Assessment of the Binding Characteristics of Human Immunodeficiency Virus Type 1 Glycoprotein120 and Host Cluster of Differentiation4 Using Digital Signal Processing.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010
2009
Investigation into effectiveness of rough sets in prediction of enzyme and protein structure classes.
Proceedings of the International Joint Conference on Neural Networks, 2009
2008
Novel weighted amino acid composition for prediction of protein structural classes within the context of multi-sensor data fusion approach.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Investigation into the role of sequence-driven-features for prediction of protein structural classes.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2005
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005
2004
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
2003
A fuzzy logic based-method for prognostic decision making in breast and prostate cancers.
IEEE Trans. Inf. Technol. Biomed., 2003
2002
Soft feature evaluation indices for the identification of significant image cytometric factors in assessment of nodal involvement in breast cancer patients.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
2001
Compensatory fuzzy neural networks-based intelligent detection of abnormal neonatal cerebral Doppler ultrasound waveforms.
IEEE Trans. Inf. Technol. Biomed., 2001
Statistical and soft feature evaluation indices for prostate cancer prognostic factor assessment.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001
1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999